id	sid	tid	token	lemma	pos
american_scientific_journal-6786	1	1	131	131	NUM
american_scientific_journal-6786	1	2	american	american	PROPN
american_scientific_journal-6786	1	3	scientific	scientific	ADJ
american_scientific_journal-6786	1	4	research	research	NOUN
american_scientific_journal-6786	1	5	journal	journal	NOUN
american_scientific_journal-6786	1	6	for	for	ADP
american_scientific_journal-6786	1	7	engineering	engineering	NOUN
american_scientific_journal-6786	1	8	,	,	PUNCT
american_scientific_journal-6786	1	9	technology	technology	NOUN
american_scientific_journal-6786	1	10	,	,	PUNCT
american_scientific_journal-6786	1	11	and	and	CCONJ
american_scientific_journal-6786	1	12	sciences	science	NOUN
american_scientific_journal-6786	1	13	(	(	PUNCT
american_scientific_journal-6786	1	14	asrjets	asrjet	NOUN
american_scientific_journal-6786	1	15	)	)	PUNCT
american_scientific_journal-6786	1	16	issn	issn	PROPN
american_scientific_journal-6786	1	17	(	(	PUNCT
american_scientific_journal-6786	1	18	print	print	NOUN
american_scientific_journal-6786	1	19	)	)	PUNCT
american_scientific_journal-6786	1	20	2313	2313	NUM
american_scientific_journal-6786	1	21	-	-	SYM
american_scientific_journal-6786	1	22	4410	4410	NUM
american_scientific_journal-6786	1	23	,	,	PUNCT
american_scientific_journal-6786	1	24	issn	issn	PROPN
american_scientific_journal-6786	1	25	(	(	PUNCT
american_scientific_journal-6786	1	26	online	online	ADJ
american_scientific_journal-6786	1	27	)	)	PUNCT
american_scientific_journal-6786	1	28	2313	2313	NUM
american_scientific_journal-6786	1	29	-	-	SYM
american_scientific_journal-6786	1	30	4402	4402	NUM
american_scientific_journal-6786	1	31	©	©	PROPN
american_scientific_journal-6786	1	32	global	global	ADJ
american_scientific_journal-6786	1	33	society	society	NOUN
american_scientific_journal-6786	1	34	of	of	ADP
american_scientific_journal-6786	1	35	scientific	scientific	ADJ
american_scientific_journal-6786	1	36	research	research	NOUN
american_scientific_journal-6786	1	37	and	and	CCONJ
american_scientific_journal-6786	1	38	researchers	researcher	NOUN
american_scientific_journal-6786	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-6786	1	40	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	1	41	reduction	reduction	NOUN
american_scientific_journal-6786	1	42	approach	approach	NOUN
american_scientific_journal-6786	1	43	using	use	VERB
american_scientific_journal-6786	1	44	attributes	attribute	NOUN
american_scientific_journal-6786	1	45	extraction	extraction	NOUN
american_scientific_journal-6786	1	46	and	and	CCONJ
american_scientific_journal-6786	1	47	attributes	attribute	VERB
american_scientific_journal-6786	1	48	selection	selection	NOUN
american_scientific_journal-6786	1	49	in	in	ADP
american_scientific_journal-6786	1	50	gene	gene	NOUN
american_scientific_journal-6786	1	51	expression	expression	NOUN
american_scientific_journal-6786	1	52	databases	database	NOUN
american_scientific_journal-6786	1	53	helyane	helyane	VERB
american_scientific_journal-6786	1	54	bronoski	bronoski	PROPN
american_scientific_journal-6786	1	55	borges	borges	PROPN
american_scientific_journal-6786	1	56	a	a	PROPN
american_scientific_journal-6786	1	57	*	*	PROPN
american_scientific_journal-6786	1	58	,	,	PUNCT
american_scientific_journal-6786	1	59	julio	julio	PROPN
american_scientific_journal-6786	1	60	cesar	cesar	PROPN
american_scientific_journal-6786	1	61	nievola	nievola	PROPN
american_scientific_journal-6786	1	62	b	b	PROPN
american_scientific_journal-6786	1	63	,	,	PUNCT
american_scientific_journal-6786	1	64	simone	simone	PROPN
american_scientific_journal-6786	1	65	nasser	nasser	PROPN
american_scientific_journal-6786	1	66	matos	matos	PROPN
american_scientific_journal-6786	1	67	c	c	PROPN
american_scientific_journal-6786	1	68	,	,	PUNCT
american_scientific_journal-6786	1	69	rafael	rafael	PROPN
american_scientific_journal-6786	1	70	felipe	felipe	PROPN
american_scientific_journal-6786	1	71	tasaka	tasaka	PROPN
american_scientific_journal-6786	1	72	de	de	PROPN
american_scientific_journal-6786	1	73	melo	melo	PROPN
american_scientific_journal-6786	1	74	d	d	PROPN
american_scientific_journal-6786	1	75	,	,	PUNCT
american_scientific_journal-6786	1	76	raimundo	raimundo	PROPN
american_scientific_journal-6786	1	77	osvaldo	osvaldo	PROPN
american_scientific_journal-6786	1	78	vieira	vieira	PROPN
american_scientific_journal-6786	1	79	e	e	PROPN
american_scientific_journal-6786	1	80	a	a	PROPN
american_scientific_journal-6786	1	81	,	,	PUNCT
american_scientific_journal-6786	1	82	c	c	NOUN
american_scientific_journal-6786	1	83	,	,	PUNCT
american_scientific_journal-6786	1	84	d	d	NOUN
american_scientific_journal-6786	1	85	,	,	PUNCT
american_scientific_journal-6786	1	86	e	e	PROPN
american_scientific_journal-6786	1	87	federal	federal	PROPN
american_scientific_journal-6786	1	88	university	university	PROPN
american_scientific_journal-6786	1	89	of	of	ADP
american_scientific_journal-6786	1	90	technology	technology	NOUN
american_scientific_journal-6786	1	91	–	–	PUNCT
american_scientific_journal-6786	1	92	paraná	paraná	PROPN
american_scientific_journal-6786	1	93	(	(	PUNCT
american_scientific_journal-6786	1	94	utfpr	utfpr	PROPN
american_scientific_journal-6786	1	95	)	)	PUNCT
american_scientific_journal-6786	1	96	,	,	PUNCT
american_scientific_journal-6786	1	97	address	address	NOUN
american_scientific_journal-6786	1	98	doutor	doutor	NOUN
american_scientific_journal-6786	1	99	washington	washington	PROPN
american_scientific_journal-6786	1	100	subtil	subtil	PROPN
american_scientific_journal-6786	1	101	chueire	chueire	ADJ
american_scientific_journal-6786	1	102	,	,	PUNCT
american_scientific_journal-6786	1	103	330	330	NUM
american_scientific_journal-6786	1	104	jardim	jardim	PROPN
american_scientific_journal-6786	1	105	carvalho	carvalho	PROPN
american_scientific_journal-6786	1	106	,	,	PUNCT
american_scientific_journal-6786	1	107	ponta	ponta	PROPN
american_scientific_journal-6786	1	108	grossa	grossa	PROPN
american_scientific_journal-6786	1	109	,	,	PUNCT
american_scientific_journal-6786	1	110	84017	84017	NUM
american_scientific_journal-6786	1	111	-	-	SYM
american_scientific_journal-6786	1	112	220	220	NUM
american_scientific_journal-6786	1	113	,	,	PUNCT
american_scientific_journal-6786	1	114	parana	parana	PROPN
american_scientific_journal-6786	1	115	,	,	PUNCT
american_scientific_journal-6786	1	116	brazil	brazil	PROPN
american_scientific_journal-6786	1	117	b	b	PROPN
american_scientific_journal-6786	1	118	pontificia	pontificia	PROPN
american_scientific_journal-6786	1	119	universidade	universidade	PROPN
american_scientific_journal-6786	1	120	catolica	catolica	PROPN
american_scientific_journal-6786	1	121	do	do	AUX
american_scientific_journal-6786	1	122	parana	parana	PROPN
american_scientific_journal-6786	1	123	(	(	PUNCT
american_scientific_journal-6786	1	124	pucpr	pucpr	PROPN
american_scientific_journal-6786	1	125	)	)	PUNCT
american_scientific_journal-6786	1	126	,	,	PUNCT
american_scientific_journal-6786	1	127	address	address	PROPN
american_scientific_journal-6786	1	128	imaculada	imaculada	PROPN
american_scientific_journal-6786	1	129	conceição	conceição	PROPN
american_scientific_journal-6786	1	130	,	,	PUNCT
american_scientific_journal-6786	1	131	1155	1155	NUM
american_scientific_journal-6786	1	132	prado	prado	PROPN
american_scientific_journal-6786	1	133	velho	velho	PROPN
american_scientific_journal-6786	1	134	,	,	PUNCT
american_scientific_journal-6786	1	135	curitiba	curitiba	PROPN
american_scientific_journal-6786	1	136	,	,	PUNCT
american_scientific_journal-6786	1	137	80215	80215	NUM
american_scientific_journal-6786	1	138	-	-	SYM
american_scientific_journal-6786	1	139	901	901	NUM
american_scientific_journal-6786	1	140	,	,	PUNCT
american_scientific_journal-6786	1	141	parana	parana	PROPN
american_scientific_journal-6786	1	142	,	,	PUNCT
american_scientific_journal-6786	1	143	brazil	brazil	PROPN
american_scientific_journal-6786	1	144	a	a	DET
american_scientific_journal-6786	1	145	email	email	NOUN
american_scientific_journal-6786	1	146	:	:	PUNCT
american_scientific_journal-6786	1	147	helyane@utfpr.edu.br	helyane@utfpr.edu.br	ADJ
american_scientific_journal-6786	1	148	,	,	PUNCT
american_scientific_journal-6786	1	149	b	b	NOUN
american_scientific_journal-6786	1	150	email	email	NOUN
american_scientific_journal-6786	1	151	:	:	PUNCT
american_scientific_journal-6786	1	152	nievola@ppgia.pucpr.br	nievola@ppgia.pucpr.br	ADJ
american_scientific_journal-6786	1	153	,	,	PUNCT
american_scientific_journal-6786	1	154	c	c	NOUN
american_scientific_journal-6786	1	155	email	email	NOUN
american_scientific_journal-6786	1	156	:	:	PUNCT
american_scientific_journal-6786	1	157	snasser@utfpr.edu.br	snasser@utfpr.edu.br	ADJ
american_scientific_journal-6786	1	158	,	,	PUNCT
american_scientific_journal-6786	1	159	d	d	NOUN
american_scientific_journal-6786	1	160	email	email	NOUN
american_scientific_journal-6786	1	161	:	:	PUNCT
american_scientific_journal-6786	1	162	rafaelftmelo@outlook.com	rafaelftmelo@outlook.com	PROPN
american_scientific_journal-6786	1	163	,	,	PUNCT
american_scientific_journal-6786	1	164	e	e	NOUN
american_scientific_journal-6786	1	165	email	email	NOUN
american_scientific_journal-6786	1	166	:	:	PUNCT
american_scientific_journal-6786	1	167	raimundo.vieira@ifma.edu.br	raimundo.vieira@ifma.edu.br	ADJ
american_scientific_journal-6786	1	168	abstract	abstract	ADJ
american_scientific_journal-6786	1	169	a	a	DET
american_scientific_journal-6786	1	170	high	high	ADJ
american_scientific_journal-6786	1	171	number	number	NOUN
american_scientific_journal-6786	1	172	of	of	ADP
american_scientific_journal-6786	1	173	attributes	attribute	NOUN
american_scientific_journal-6786	1	174	form	form	VERB
american_scientific_journal-6786	1	175	the	the	DET
american_scientific_journal-6786	1	176	gene	gene	NOUN
american_scientific_journal-6786	1	177	expression	expression	NOUN
american_scientific_journal-6786	1	178	databases	database	NOUN
american_scientific_journal-6786	1	179	.	.	PUNCT
american_scientific_journal-6786	2	1	to	to	PART
american_scientific_journal-6786	2	2	deal	deal	VERB
american_scientific_journal-6786	2	3	with	with	ADP
american_scientific_journal-6786	2	4	it	it	PRON
american_scientific_journal-6786	2	5	,	,	PUNCT
american_scientific_journal-6786	2	6	data	datum	NOUN
american_scientific_journal-6786	2	7	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	2	8	reduction	reduction	NOUN
american_scientific_journal-6786	2	9	is	be	AUX
american_scientific_journal-6786	2	10	used	use	VERB
american_scientific_journal-6786	2	11	to	to	PART
american_scientific_journal-6786	2	12	minimize	minimize	VERB
american_scientific_journal-6786	2	13	the	the	DET
american_scientific_journal-6786	2	14	volume	volume	NOUN
american_scientific_journal-6786	2	15	of	of	ADP
american_scientific_journal-6786	2	16	data	datum	NOUN
american_scientific_journal-6786	2	17	to	to	PART
american_scientific_journal-6786	2	18	be	be	AUX
american_scientific_journal-6786	2	19	treated	treat	VERB
american_scientific_journal-6786	2	20	regarding	regard	VERB
american_scientific_journal-6786	2	21	the	the	DET
american_scientific_journal-6786	2	22	number	number	NOUN
american_scientific_journal-6786	2	23	of	of	ADP
american_scientific_journal-6786	2	24	attributes	attribute	NOUN
american_scientific_journal-6786	2	25	and	and	CCONJ
american_scientific_journal-6786	2	26	increase	increase	VERB
american_scientific_journal-6786	2	27	the	the	DET
american_scientific_journal-6786	2	28	generalization	generalization	NOUN
american_scientific_journal-6786	2	29	capability	capability	NOUN
american_scientific_journal-6786	2	30	of	of	ADP
american_scientific_journal-6786	2	31	learning	learn	VERB
american_scientific_journal-6786	2	32	methods	method	NOUN
american_scientific_journal-6786	2	33	by	by	ADP
american_scientific_journal-6786	2	34	eliminating	eliminate	VERB
american_scientific_journal-6786	2	35	irrelevant	irrelevant	ADJ
american_scientific_journal-6786	2	36	and/or	and/or	CCONJ
american_scientific_journal-6786	2	37	redundant	redundant	ADJ
american_scientific_journal-6786	2	38	data	datum	NOUN
american_scientific_journal-6786	2	39	.	.	PUNCT
american_scientific_journal-6786	3	1	this	this	DET
american_scientific_journal-6786	3	2	paper	paper	NOUN
american_scientific_journal-6786	3	3	proposes	propose	VERB
american_scientific_journal-6786	3	4	an	an	DET
american_scientific_journal-6786	3	5	approach	approach	NOUN
american_scientific_journal-6786	3	6	to	to	ADP
american_scientific_journal-6786	3	7	means	mean	NOUN
american_scientific_journal-6786	3	8	of	of	ADP
american_scientific_journal-6786	3	9	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	3	10	reduction	reduction	NOUN
american_scientific_journal-6786	3	11	,	,	PUNCT
american_scientific_journal-6786	3	12	which	which	PRON
american_scientific_journal-6786	3	13	joins	join	VERB
american_scientific_journal-6786	3	14	attribute	attribute	NOUN
american_scientific_journal-6786	3	15	extraction	extraction	NOUN
american_scientific_journal-6786	3	16	and	and	CCONJ
american_scientific_journal-6786	3	17	attributes	attribute	VERB
american_scientific_journal-6786	3	18	selection	selection	NOUN
american_scientific_journal-6786	3	19	.	.	PUNCT
american_scientific_journal-6786	4	1	we	we	PRON
american_scientific_journal-6786	4	2	used	use	VERB
american_scientific_journal-6786	4	3	the	the	DET
american_scientific_journal-6786	4	4	random	random	ADJ
american_scientific_journal-6786	4	5	projection	projection	NOUN
american_scientific_journal-6786	4	6	method	method	NOUN
american_scientific_journal-6786	4	7	,	,	PUNCT
american_scientific_journal-6786	4	8	and	and	CCONJ
american_scientific_journal-6786	4	9	the	the	DET
american_scientific_journal-6786	4	10	filter	filter	NOUN
american_scientific_journal-6786	4	11	and	and	CCONJ
american_scientific_journal-6786	4	12	wrapper	wrapper	NOUN
american_scientific_journal-6786	4	13	approach	approach	NOUN
american_scientific_journal-6786	4	14	for	for	ADP
american_scientific_journal-6786	4	15	the	the	DET
american_scientific_journal-6786	4	16	attribute	attribute	NOUN
american_scientific_journal-6786	4	17	selection	selection	NOUN
american_scientific_journal-6786	4	18	.	.	PUNCT
american_scientific_journal-6786	5	1	the	the	DET
american_scientific_journal-6786	5	2	experiments	experiment	NOUN
american_scientific_journal-6786	5	3	are	be	AUX
american_scientific_journal-6786	5	4	realized	realize	VERB
american_scientific_journal-6786	5	5	in	in	ADP
american_scientific_journal-6786	5	6	five	five	NUM
american_scientific_journal-6786	5	7	gene	gene	NOUN
american_scientific_journal-6786	5	8	expression	expression	NOUN
american_scientific_journal-6786	5	9	microarray	microarray	NOUN
american_scientific_journal-6786	5	10	databases	database	NOUN
american_scientific_journal-6786	5	11	.	.	PUNCT
american_scientific_journal-6786	6	1	the	the	DET
american_scientific_journal-6786	6	2	results	result	NOUN
american_scientific_journal-6786	6	3	of	of	ADP
american_scientific_journal-6786	6	4	the	the	DET
american_scientific_journal-6786	6	5	experiments	experiment	NOUN
american_scientific_journal-6786	6	6	showed	show	VERB
american_scientific_journal-6786	6	7	that	that	SCONJ
american_scientific_journal-6786	6	8	join	join	NOUN
american_scientific_journal-6786	6	9	of	of	ADP
american_scientific_journal-6786	6	10	those	those	DET
american_scientific_journal-6786	6	11	approaches	approach	NOUN
american_scientific_journal-6786	6	12	can	can	AUX
american_scientific_journal-6786	6	13	provide	provide	VERB
american_scientific_journal-6786	6	14	promising	promising	ADJ
american_scientific_journal-6786	6	15	results	result	NOUN
american_scientific_journal-6786	6	16	.	.	PUNCT
american_scientific_journal-6786	7	1	keywords	keyword	NOUN
american_scientific_journal-6786	7	2	:	:	PUNCT
american_scientific_journal-6786	7	3	data	datum	NOUN
american_scientific_journal-6786	7	4	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	7	5	reduction	reduction	NOUN
american_scientific_journal-6786	7	6	;	;	PUNCT
american_scientific_journal-6786	7	7	attribute	attribute	NOUN
american_scientific_journal-6786	7	8	selection	selection	NOUN
american_scientific_journal-6786	7	9	;	;	PUNCT
american_scientific_journal-6786	7	10	attribute	attribute	NOUN
american_scientific_journal-6786	7	11	extraction	extraction	NOUN
american_scientific_journal-6786	7	12	;	;	PUNCT
american_scientific_journal-6786	7	13	microarray	microarray	NOUN
american_scientific_journal-6786	7	14	.	.	PUNCT
american_scientific_journal-6786	8	1	1	1	X
american_scientific_journal-6786	8	2	.	.	X
american_scientific_journal-6786	8	3	introduction	introduction	NOUN
american_scientific_journal-6786	8	4	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	8	5	reduction	reduction	NOUN
american_scientific_journal-6786	8	6	consists	consist	VERB
american_scientific_journal-6786	8	7	of	of	ADP
american_scientific_journal-6786	8	8	reducing	reduce	VERB
american_scientific_journal-6786	8	9	the	the	DET
american_scientific_journal-6786	8	10	number	number	NOUN
american_scientific_journal-6786	8	11	of	of	ADP
american_scientific_journal-6786	8	12	attributes	attribute	NOUN
american_scientific_journal-6786	8	13	to	to	PART
american_scientific_journal-6786	8	14	improve	improve	VERB
american_scientific_journal-6786	8	15	the	the	DET
american_scientific_journal-6786	8	16	performance	performance	NOUN
american_scientific_journal-6786	8	17	of	of	ADP
american_scientific_journal-6786	8	18	the	the	DET
american_scientific_journal-6786	8	19	classifiers	classifier	NOUN
american_scientific_journal-6786	8	20	[	[	X
american_scientific_journal-6786	8	21	1	1	NUM
american_scientific_journal-6786	8	22	]	]	PUNCT
american_scientific_journal-6786	8	23	.	.	PUNCT
american_scientific_journal-6786	9	1	in	in	ADP
american_scientific_journal-6786	9	2	other	other	ADJ
american_scientific_journal-6786	9	3	words	word	NOUN
american_scientific_journal-6786	9	4	,	,	PUNCT
american_scientific_journal-6786	9	5	reducing	reduce	VERB
american_scientific_journal-6786	9	6	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	9	7	is	be	AUX
american_scientific_journal-6786	9	8	to	to	PART
american_scientific_journal-6786	9	9	find	find	VERB
american_scientific_journal-6786	9	10	a	a	DET
american_scientific_journal-6786	9	11	significant	significant	ADJ
american_scientific_journal-6786	9	12	representation	representation	NOUN
american_scientific_journal-6786	9	13	in	in	ADP
american_scientific_journal-6786	9	14	reduced	reduced	ADJ
american_scientific_journal-6786	9	15	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	9	16	for	for	ADP
american_scientific_journal-6786	9	17	high	high	ADJ
american_scientific_journal-6786	9	18	-	-	PUNCT
american_scientific_journal-6786	9	19	dimensional	dimensional	ADJ
american_scientific_journal-6786	9	20	data	datum	NOUN
american_scientific_journal-6786	9	21	,	,	PUNCT
american_scientific_journal-6786	9	22	maintaining	maintain	VERB
american_scientific_journal-6786	9	23	a	a	DET
american_scientific_journal-6786	9	24	minimum	minimum	ADJ
american_scientific_journal-6786	9	25	number	number	NOUN
american_scientific_journal-6786	9	26	of	of	ADP
american_scientific_journal-6786	9	27	parameters	parameter	NOUN
american_scientific_journal-6786	9	28	that	that	PRON
american_scientific_journal-6786	9	29	preserve	preserve	VERB
american_scientific_journal-6786	9	30	the	the	DET
american_scientific_journal-6786	9	31	properties	property	NOUN
american_scientific_journal-6786	9	32	observed	observe	VERB
american_scientific_journal-6786	9	33	in	in	ADP
american_scientific_journal-6786	9	34	the	the	DET
american_scientific_journal-6786	9	35	data	data	NOUN
american_scientific_journal-6786	9	36	.	.	PUNCT
american_scientific_journal-6786	10	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-6786	11	1	*	*	PUNCT
american_scientific_journal-6786	11	2	corresponding	correspond	VERB
american_scientific_journal-6786	11	3	author	author	NOUN
american_scientific_journal-6786	11	4	.	.	PUNCT
american_scientific_journal-6786	12	1	mailto:helyane@utfpr.edu.br	mailto:helyane@utfpr.edu.br	VERB
american_scientific_journal-6786	12	2	american	american	ADJ
american_scientific_journal-6786	12	3	scientific	scientific	ADJ
american_scientific_journal-6786	12	4	research	research	NOUN
american_scientific_journal-6786	12	5	journal	journal	NOUN
american_scientific_journal-6786	12	6	for	for	ADP
american_scientific_journal-6786	12	7	engineering	engineering	NOUN
american_scientific_journal-6786	12	8	,	,	PUNCT
american_scientific_journal-6786	12	9	technology	technology	NOUN
american_scientific_journal-6786	12	10	,	,	PUNCT
american_scientific_journal-6786	12	11	and	and	CCONJ
american_scientific_journal-6786	12	12	sciences	science	NOUN
american_scientific_journal-6786	12	13	(	(	PUNCT
american_scientific_journal-6786	12	14	asrjets	asrjet	NOUN
american_scientific_journal-6786	12	15	)	)	PUNCT
american_scientific_journal-6786	12	16	(	(	PUNCT
american_scientific_journal-6786	12	17	2021	2021	NUM
american_scientific_journal-6786	12	18	)	)	PUNCT
american_scientific_journal-6786	12	19	volume	volume	NOUN
american_scientific_journal-6786	12	20	78	78	NUM
american_scientific_journal-6786	12	21	,	,	PUNCT
american_scientific_journal-6786	12	22	no	no	DET
american_scientific_journal-6786	12	23	1	1	NUM
american_scientific_journal-6786	12	24	,	,	PUNCT
american_scientific_journal-6786	12	25	pp	pp	ADV
american_scientific_journal-6786	12	26	131	131	NUM
american_scientific_journal-6786	12	27	-	-	SYM
american_scientific_journal-6786	12	28	149	149	NUM
american_scientific_journal-6786	12	29	132	132	NUM
american_scientific_journal-6786	12	30	this	this	DET
american_scientific_journal-6786	12	31	task	task	NOUN
american_scientific_journal-6786	12	32	is	be	AUX
american_scientific_journal-6786	12	33	essential	essential	ADJ
american_scientific_journal-6786	12	34	in	in	ADP
american_scientific_journal-6786	12	35	several	several	ADJ
american_scientific_journal-6786	12	36	domains	domain	NOUN
american_scientific_journal-6786	12	37	as	as	SCONJ
american_scientific_journal-6786	12	38	it	it	PRON
american_scientific_journal-6786	12	39	facilitates	facilitate	VERB
american_scientific_journal-6786	12	40	the	the	DET
american_scientific_journal-6786	12	41	classification	classification	NOUN
american_scientific_journal-6786	12	42	,	,	PUNCT
american_scientific_journal-6786	12	43	visualization	visualization	NOUN
american_scientific_journal-6786	12	44	,	,	PUNCT
american_scientific_journal-6786	12	45	and	and	CCONJ
american_scientific_journal-6786	12	46	understanding	understanding	NOUN
american_scientific_journal-6786	12	47	of	of	ADP
american_scientific_journal-6786	12	48	the	the	DET
american_scientific_journal-6786	12	49	data	datum	NOUN
american_scientific_journal-6786	13	1	[	[	X
american_scientific_journal-6786	13	2	2	2	NUM
american_scientific_journal-6786	13	3	]	]	PUNCT
american_scientific_journal-6786	13	4	.	.	PUNCT
american_scientific_journal-6786	14	1	the	the	DET
american_scientific_journal-6786	14	2	application	application	NOUN
american_scientific_journal-6786	14	3	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	14	4	reduction	reduction	NOUN
american_scientific_journal-6786	14	5	methods	method	NOUN
american_scientific_journal-6786	14	6	provide	provide	VERB
american_scientific_journal-6786	14	7	some	some	DET
american_scientific_journal-6786	14	8	benefits	benefit	NOUN
american_scientific_journal-6786	14	9	such	such	ADJ
american_scientific_journal-6786	14	10	as	as	ADP
american_scientific_journal-6786	14	11	reducing	reduce	VERB
american_scientific_journal-6786	14	12	noise	noise	NOUN
american_scientific_journal-6786	14	13	,	,	PUNCT
american_scientific_journal-6786	14	14	redundancy	redundancy	NOUN
american_scientific_journal-6786	14	15	between	between	ADP
american_scientific_journal-6786	14	16	attributes	attribute	NOUN
american_scientific_journal-6786	14	17	,	,	PUNCT
american_scientific_journal-6786	14	18	and	and	CCONJ
american_scientific_journal-6786	14	19	finding	find	VERB
american_scientific_journal-6786	14	20	a	a	DET
american_scientific_journal-6786	14	21	subset	subset	NOUN
american_scientific_journal-6786	14	22	of	of	ADP
american_scientific_journal-6786	14	23	relevant	relevant	ADJ
american_scientific_journal-6786	14	24	attributes	attribute	NOUN
american_scientific_journal-6786	14	25	[	[	X
american_scientific_journal-6786	14	26	3	3	NUM
american_scientific_journal-6786	14	27	]	]	PUNCT
american_scientific_journal-6786	14	28	.	.	PUNCT
american_scientific_journal-6786	15	1	those	those	DET
american_scientific_journal-6786	15	2	methods	method	NOUN
american_scientific_journal-6786	15	3	are	be	AUX
american_scientific_journal-6786	15	4	employed	employ	VERB
american_scientific_journal-6786	15	5	to	to	PART
american_scientific_journal-6786	15	6	improve	improve	VERB
american_scientific_journal-6786	15	7	the	the	DET
american_scientific_journal-6786	15	8	learning	learning	NOUN
american_scientific_journal-6786	15	9	process	process	NOUN
american_scientific_journal-6786	15	10	's	's	PART
american_scientific_journal-6786	15	11	performance	performance	NOUN
american_scientific_journal-6786	15	12	as	as	ADP
american_scientific_journal-6786	15	13	the	the	DET
american_scientific_journal-6786	15	14	speed	speed	NOUN
american_scientific_journal-6786	15	15	as	as	ADP
american_scientific_journal-6786	15	16	in	in	ADP
american_scientific_journal-6786	15	17	the	the	DET
american_scientific_journal-6786	15	18	classifier	classifier	NOUN
american_scientific_journal-6786	15	19	's	's	PART
american_scientific_journal-6786	15	20	performance	performance	NOUN
american_scientific_journal-6786	15	21	[	[	X
american_scientific_journal-6786	15	22	4	4	NUM
american_scientific_journal-6786	15	23	]	]	PUNCT
american_scientific_journal-6786	15	24	.	.	PUNCT
american_scientific_journal-6786	16	1	the	the	DET
american_scientific_journal-6786	16	2	amount	amount	NOUN
american_scientific_journal-6786	16	3	of	of	ADP
american_scientific_journal-6786	16	4	data	datum	NOUN
american_scientific_journal-6786	16	5	to	to	PART
american_scientific_journal-6786	16	6	be	be	AUX
american_scientific_journal-6786	16	7	used	use	VERB
american_scientific_journal-6786	16	8	by	by	ADP
american_scientific_journal-6786	16	9	a	a	DET
american_scientific_journal-6786	16	10	learning	learning	NOUN
american_scientific_journal-6786	16	11	method	method	NOUN
american_scientific_journal-6786	16	12	can	can	AUX
american_scientific_journal-6786	16	13	be	be	AUX
american_scientific_journal-6786	16	14	interpreted	interpret	VERB
american_scientific_journal-6786	16	15	as	as	ADP
american_scientific_journal-6786	16	16	a	a	DET
american_scientific_journal-6786	16	17	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	16	18	issue	issue	NOUN
american_scientific_journal-6786	16	19	,	,	PUNCT
american_scientific_journal-6786	16	20	considering	consider	VERB
american_scientific_journal-6786	16	21	two	two	NUM
american_scientific_journal-6786	16	22	possible	possible	ADJ
american_scientific_journal-6786	16	23	aspects	aspect	NOUN
american_scientific_journal-6786	16	24	to	to	PART
american_scientific_journal-6786	16	25	be	be	AUX
american_scientific_journal-6786	16	26	treated	treat	VERB
american_scientific_journal-6786	16	27	:	:	PUNCT
american_scientific_journal-6786	16	28	the	the	DET
american_scientific_journal-6786	16	29	number	number	NOUN
american_scientific_journal-6786	16	30	of	of	ADP
american_scientific_journal-6786	16	31	instances	instance	NOUN
american_scientific_journal-6786	16	32	and	and	CCONJ
american_scientific_journal-6786	16	33	the	the	DET
american_scientific_journal-6786	16	34	set	set	NOUN
american_scientific_journal-6786	16	35	of	of	ADP
american_scientific_journal-6786	16	36	attributes	attribute	NOUN
american_scientific_journal-6786	16	37	.	.	PUNCT
american_scientific_journal-6786	17	1	those	those	DET
american_scientific_journal-6786	17	2	aspects	aspect	NOUN
american_scientific_journal-6786	17	3	are	be	AUX
american_scientific_journal-6786	17	4	characteristics	characteristic	NOUN
american_scientific_journal-6786	17	5	of	of	ADP
american_scientific_journal-6786	17	6	gene	gene	NOUN
american_scientific_journal-6786	17	7	expression	expression	NOUN
american_scientific_journal-6786	17	8	databases	database	NOUN
american_scientific_journal-6786	17	9	obtained	obtain	VERB
american_scientific_journal-6786	17	10	from	from	ADP
american_scientific_journal-6786	17	11	the	the	DET
american_scientific_journal-6786	17	12	dna	dna	PROPN
american_scientific_journal-6786	17	13	microarray	microarray	NOUN
american_scientific_journal-6786	17	14	.	.	PUNCT
american_scientific_journal-6786	18	1	data	datum	NOUN
american_scientific_journal-6786	18	2	are	be	AUX
american_scientific_journal-6786	18	3	formed	form	VERB
american_scientific_journal-6786	18	4	by	by	ADP
american_scientific_journal-6786	18	5	a	a	DET
american_scientific_journal-6786	18	6	very	very	ADV
american_scientific_journal-6786	18	7	high	high	ADJ
american_scientific_journal-6786	18	8	number	number	NOUN
american_scientific_journal-6786	18	9	of	of	ADP
american_scientific_journal-6786	18	10	attributes	attribute	NOUN
american_scientific_journal-6786	18	11	(	(	PUNCT
american_scientific_journal-6786	18	12	genes	gene	NOUN
american_scientific_journal-6786	18	13	)	)	PUNCT
american_scientific_journal-6786	18	14	and	and	CCONJ
american_scientific_journal-6786	18	15	a	a	DET
american_scientific_journal-6786	18	16	small	small	ADJ
american_scientific_journal-6786	18	17	number	number	NOUN
american_scientific_journal-6786	18	18	of	of	ADP
american_scientific_journal-6786	18	19	instances	instance	NOUN
american_scientific_journal-6786	18	20	(	(	PUNCT
american_scientific_journal-6786	18	21	samples	sample	NOUN
american_scientific_journal-6786	18	22	)	)	PUNCT
american_scientific_journal-6786	18	23	.	.	PUNCT
american_scientific_journal-6786	19	1	several	several	ADJ
american_scientific_journal-6786	19	2	approaches	approach	NOUN
american_scientific_journal-6786	19	3	to	to	ADP
american_scientific_journal-6786	19	4	data	datum	NOUN
american_scientific_journal-6786	19	5	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	19	6	reduction	reduction	NOUN
american_scientific_journal-6786	19	7	have	have	AUX
american_scientific_journal-6786	19	8	been	be	AUX
american_scientific_journal-6786	19	9	proposed	propose	VERB
american_scientific_journal-6786	19	10	and	and	CCONJ
american_scientific_journal-6786	19	11	evaluated	evaluate	VERB
american_scientific_journal-6786	19	12	[	[	X
american_scientific_journal-6786	19	13	5	5	NUM
american_scientific_journal-6786	19	14	]	]	PUNCT
american_scientific_journal-6786	19	15	.	.	PUNCT
american_scientific_journal-6786	20	1	to	to	PART
american_scientific_journal-6786	20	2	reduce	reduce	VERB
american_scientific_journal-6786	20	3	the	the	DET
american_scientific_journal-6786	20	4	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	20	5	,	,	PUNCT
american_scientific_journal-6786	20	6	there	there	PRON
american_scientific_journal-6786	20	7	are	be	VERB
american_scientific_journal-6786	20	8	two	two	NUM
american_scientific_journal-6786	20	9	basic	basic	ADJ
american_scientific_journal-6786	20	10	approaches	approach	NOUN
american_scientific_journal-6786	20	11	:	:	PUNCT
american_scientific_journal-6786	20	12	attribute	attribute	NOUN
american_scientific_journal-6786	20	13	extraction	extraction	NOUN
american_scientific_journal-6786	20	14	and	and	CCONJ
american_scientific_journal-6786	20	15	attribute	attribute	NOUN
american_scientific_journal-6786	20	16	selection	selection	NOUN
american_scientific_journal-6786	21	1	[	[	X
american_scientific_journal-6786	21	2	5	5	NUM
american_scientific_journal-6786	21	3	]	]	PUNCT
american_scientific_journal-6786	21	4	.	.	PUNCT
american_scientific_journal-6786	22	1	attribute	attribute	NOUN
american_scientific_journal-6786	22	2	extraction	extraction	NOUN
american_scientific_journal-6786	22	3	algorithms	algorithm	NOUN
american_scientific_journal-6786	22	4	create	create	VERB
american_scientific_journal-6786	22	5	new	new	ADJ
american_scientific_journal-6786	22	6	attributes	attribute	NOUN
american_scientific_journal-6786	22	7	starting	start	VERB
american_scientific_journal-6786	22	8	from	from	ADP
american_scientific_journal-6786	22	9	transformations	transformation	NOUN
american_scientific_journal-6786	22	10	or	or	CCONJ
american_scientific_journal-6786	22	11	combinations	combination	NOUN
american_scientific_journal-6786	22	12	of	of	ADP
american_scientific_journal-6786	22	13	the	the	DET
american_scientific_journal-6786	22	14	original	original	ADJ
american_scientific_journal-6786	22	15	group	group	NOUN
american_scientific_journal-6786	22	16	of	of	ADP
american_scientific_journal-6786	22	17	attributes	attribute	NOUN
american_scientific_journal-6786	22	18	.	.	PUNCT
american_scientific_journal-6786	23	1	as	as	SCONJ
american_scientific_journal-6786	23	2	their	their	PRON
american_scientific_journal-6786	23	3	name	name	NOUN
american_scientific_journal-6786	23	4	suggests	suggest	VERB
american_scientific_journal-6786	23	5	,	,	PUNCT
american_scientific_journal-6786	23	6	selection	selection	NOUN
american_scientific_journal-6786	23	7	algorithms	algorithm	NOUN
american_scientific_journal-6786	23	8	select	select	ADJ
american_scientific_journal-6786	23	9	according	accord	VERB
american_scientific_journal-6786	23	10	to	to	ADP
american_scientific_journal-6786	23	11	a	a	DET
american_scientific_journal-6786	23	12	specific	specific	ADJ
american_scientific_journal-6786	23	13	criterion	criterion	NOUN
american_scientific_journal-6786	23	14	the	the	DET
american_scientific_journal-6786	23	15	best	good	ADJ
american_scientific_journal-6786	23	16	subset	subset	NOUN
american_scientific_journal-6786	23	17	of	of	ADP
american_scientific_journal-6786	23	18	the	the	DET
american_scientific_journal-6786	23	19	original	original	ADJ
american_scientific_journal-6786	23	20	group	group	NOUN
american_scientific_journal-6786	23	21	of	of	ADP
american_scientific_journal-6786	23	22	attributes	attribute	NOUN
american_scientific_journal-6786	23	23	.	.	PUNCT
american_scientific_journal-6786	24	1	moreover	moreover	ADV
american_scientific_journal-6786	24	2	,	,	PUNCT
american_scientific_journal-6786	24	3	the	the	DET
american_scientific_journal-6786	24	4	application	application	NOUN
american_scientific_journal-6786	24	5	of	of	ADP
american_scientific_journal-6786	24	6	the	the	DET
american_scientific_journal-6786	24	7	attributes	attribute	NOUN
american_scientific_journal-6786	24	8	selection	selection	NOUN
american_scientific_journal-6786	24	9	and	and	CCONJ
american_scientific_journal-6786	24	10	attribute	attribute	NOUN
american_scientific_journal-6786	24	11	extraction	extraction	NOUN
american_scientific_journal-6786	24	12	in	in	ADP
american_scientific_journal-6786	24	13	gene	gene	NOUN
american_scientific_journal-6786	24	14	expression	expression	NOUN
american_scientific_journal-6786	24	15	database	database	NOUN
american_scientific_journal-6786	24	16	can	can	AUX
american_scientific_journal-6786	24	17	still	still	ADV
american_scientific_journal-6786	24	18	increase	increase	VERB
american_scientific_journal-6786	24	19	the	the	DET
american_scientific_journal-6786	24	20	generated	generate	VERB
american_scientific_journal-6786	24	21	results	result	NOUN
american_scientific_journal-6786	24	22	'	'	PART
american_scientific_journal-6786	24	23	comprehensibility	comprehensibility	NOUN
american_scientific_journal-6786	24	24	,	,	PUNCT
american_scientific_journal-6786	24	25	identifying	identify	VERB
american_scientific_journal-6786	24	26	the	the	DET
american_scientific_journal-6786	24	27	influence	influence	NOUN
american_scientific_journal-6786	24	28	of	of	ADP
american_scientific_journal-6786	24	29	each	each	DET
american_scientific_journal-6786	24	30	selected	select	VERB
american_scientific_journal-6786	24	31	attribute	attribute	NOUN
american_scientific_journal-6786	24	32	.	.	PUNCT
american_scientific_journal-6786	25	1	this	this	DET
american_scientific_journal-6786	25	2	paper	paper	NOUN
american_scientific_journal-6786	25	3	proposes	propose	VERB
american_scientific_journal-6786	25	4	a	a	DET
american_scientific_journal-6786	25	5	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	25	6	reduction	reduction	NOUN
american_scientific_journal-6786	25	7	approach	approach	NOUN
american_scientific_journal-6786	25	8	,	,	PUNCT
american_scientific_journal-6786	25	9	which	which	PRON
american_scientific_journal-6786	25	10	joins	join	VERB
american_scientific_journal-6786	25	11	random	random	ADJ
american_scientific_journal-6786	25	12	projection	projection	NOUN
american_scientific_journal-6786	25	13	with	with	ADP
american_scientific_journal-6786	25	14	attributes	attribute	NOUN
american_scientific_journal-6786	25	15	selection	selection	NOUN
american_scientific_journal-6786	25	16	in	in	ADP
american_scientific_journal-6786	25	17	five	five	NUM
american_scientific_journal-6786	25	18	gene	gene	NOUN
american_scientific_journal-6786	25	19	expression	expression	NOUN
american_scientific_journal-6786	25	20	databases	database	NOUN
american_scientific_journal-6786	25	21	with	with	ADP
american_scientific_journal-6786	25	22	similar	similar	ADJ
american_scientific_journal-6786	25	23	characteristics	characteristic	NOUN
american_scientific_journal-6786	25	24	.	.	PUNCT
american_scientific_journal-6786	26	1	in	in	ADP
american_scientific_journal-6786	26	2	the	the	DET
american_scientific_journal-6786	26	3	attribute	attribute	NOUN
american_scientific_journal-6786	26	4	selection	selection	NOUN
american_scientific_journal-6786	26	5	used	use	VERB
american_scientific_journal-6786	26	6	:	:	PUNCT
american_scientific_journal-6786	26	7	the	the	DET
american_scientific_journal-6786	26	8	filter	filter	NOUN
american_scientific_journal-6786	26	9	and	and	CCONJ
american_scientific_journal-6786	26	10	the	the	DET
american_scientific_journal-6786	26	11	wrapper	wrapper	NOUN
american_scientific_journal-6786	26	12	approach	approach	NOUN
american_scientific_journal-6786	26	13	.	.	PUNCT
american_scientific_journal-6786	27	1	to	to	ADP
american_scientific_journal-6786	27	2	the	the	DET
american_scientific_journal-6786	27	3	attribute	attribute	NOUN
american_scientific_journal-6786	27	4	extraction	extraction	NOUN
american_scientific_journal-6786	27	5	applied	apply	VERB
american_scientific_journal-6786	27	6	the	the	DET
american_scientific_journal-6786	27	7	random	random	ADJ
american_scientific_journal-6786	27	8	projection	projection	NOUN
american_scientific_journal-6786	27	9	.	.	PUNCT
american_scientific_journal-6786	28	1	the	the	DET
american_scientific_journal-6786	28	2	proposed	propose	VERB
american_scientific_journal-6786	28	3	approach	approach	NOUN
american_scientific_journal-6786	28	4	is	be	AUX
american_scientific_journal-6786	28	5	compared	compare	VERB
american_scientific_journal-6786	28	6	with	with	ADP
american_scientific_journal-6786	28	7	others	other	NOUN
american_scientific_journal-6786	28	8	in	in	ADP
american_scientific_journal-6786	28	9	the	the	DET
american_scientific_journal-6786	28	10	literature	literature	NOUN
american_scientific_journal-6786	28	11	.	.	PUNCT
american_scientific_journal-6786	29	1	2	2	X
american_scientific_journal-6786	29	2	.	.	X
american_scientific_journal-6786	29	3	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	29	4	reduction	reduction	NOUN
american_scientific_journal-6786	29	5	the	the	DET
american_scientific_journal-6786	29	6	literature	literature	NOUN
american_scientific_journal-6786	29	7	presents	present	VERB
american_scientific_journal-6786	29	8	some	some	DET
american_scientific_journal-6786	29	9	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	29	10	reduction	reduction	NOUN
american_scientific_journal-6786	29	11	methods	method	NOUN
american_scientific_journal-6786	29	12	of	of	ADP
american_scientific_journal-6786	29	13	the	the	DET
american_scientific_journal-6786	29	14	two	two	NUM
american_scientific_journal-6786	29	15	approaches	approach	NOUN
american_scientific_journal-6786	29	16	:	:	PUNCT
american_scientific_journal-6786	29	17	attribute	attribute	NOUN
american_scientific_journal-6786	29	18	selection	selection	NOUN
american_scientific_journal-6786	29	19	and	and	CCONJ
american_scientific_journal-6786	29	20	attribute	attribute	NOUN
american_scientific_journal-6786	29	21	extraction	extraction	NOUN
american_scientific_journal-6786	29	22	[	[	X
american_scientific_journal-6786	29	23	5	5	NUM
american_scientific_journal-6786	29	24	]	]	PUNCT
american_scientific_journal-6786	29	25	.	.	PUNCT
american_scientific_journal-6786	30	1	the	the	DET
american_scientific_journal-6786	30	2	main	main	ADJ
american_scientific_journal-6786	30	3	difference	difference	NOUN
american_scientific_journal-6786	30	4	between	between	ADP
american_scientific_journal-6786	30	5	the	the	DET
american_scientific_journal-6786	30	6	tree	tree	NOUN
american_scientific_journal-6786	30	7	structure	structure	NOUN
american_scientific_journal-6786	30	8	and	and	CCONJ
american_scientific_journal-6786	30	9	the	the	DET
american_scientific_journal-6786	30	10	dag	dag	PROPN
american_scientific_journal-6786	30	11	structure	structure	NOUN
american_scientific_journal-6786	30	12	is	be	AUX
american_scientific_journal-6786	30	13	that	that	SCONJ
american_scientific_journal-6786	30	14	in	in	ADP
american_scientific_journal-6786	30	15	the	the	DET
american_scientific_journal-6786	30	16	tree	tree	NOUN
american_scientific_journal-6786	30	17	structure	structure	NOUN
american_scientific_journal-6786	30	18	each	each	DET
american_scientific_journal-6786	30	19	node	node	NOUN
american_scientific_journal-6786	30	20	(	(	PUNCT
american_scientific_journal-6786	30	21	each	each	DET
american_scientific_journal-6786	30	22	class	class	NOUN
american_scientific_journal-6786	30	23	)	)	PUNCT
american_scientific_journal-6786	30	24	,	,	PUNCT
american_scientific_journal-6786	30	25	except	except	SCONJ
american_scientific_journal-6786	30	26	the	the	DET
american_scientific_journal-6786	30	27	root	root	NOUN
american_scientific_journal-6786	30	28	node	node	NOUN
american_scientific_journal-6786	30	29	,	,	PUNCT
american_scientific_journal-6786	30	30	has	have	VERB
american_scientific_journal-6786	30	31	only	only	ADV
american_scientific_journal-6786	30	32	one	one	NUM
american_scientific_journal-6786	30	33	ancestor	ancestor	NOUN
american_scientific_journal-6786	30	34	(	(	PUNCT
american_scientific_journal-6786	30	35	parent	parent	NOUN
american_scientific_journal-6786	30	36	)	)	PUNCT
american_scientific_journal-6786	30	37	,	,	PUNCT
american_scientific_journal-6786	30	38	while	while	SCONJ
american_scientific_journal-6786	30	39	in	in	ADP
american_scientific_journal-6786	30	40	the	the	DET
american_scientific_journal-6786	30	41	dag	dag	PROPN
american_scientific_journal-6786	30	42	structure	structure	NOUN
american_scientific_journal-6786	30	43	each	each	DET
american_scientific_journal-6786	30	44	node	node	NOUN
american_scientific_journal-6786	30	45	(	(	PUNCT
american_scientific_journal-6786	30	46	class	class	NOUN
american_scientific_journal-6786	30	47	)	)	PUNCT
american_scientific_journal-6786	30	48	may	may	AUX
american_scientific_journal-6786	30	49	have	have	VERB
american_scientific_journal-6786	30	50	one	one	NUM
american_scientific_journal-6786	30	51	or	or	CCONJ
american_scientific_journal-6786	30	52	more	more	ADJ
american_scientific_journal-6786	30	53	ancestors	ancestor	NOUN
american_scientific_journal-6786	30	54	’	'	PUNCT
american_scientific_journal-6786	30	55	nodes	node	NOUN
american_scientific_journal-6786	30	56	.	.	PUNCT
american_scientific_journal-6786	31	1	2.1	2.1	NUM
american_scientific_journal-6786	31	2	.	.	PUNCT
american_scientific_journal-6786	31	3	attribute	attribute	NOUN
american_scientific_journal-6786	31	4	selection	selection	NOUN
american_scientific_journal-6786	31	5	through	through	ADP
american_scientific_journal-6786	31	6	the	the	DET
american_scientific_journal-6786	31	7	attribute	attribute	NOUN
american_scientific_journal-6786	31	8	selection	selection	NOUN
american_scientific_journal-6786	31	9	,	,	PUNCT
american_scientific_journal-6786	31	10	a	a	DET
american_scientific_journal-6786	31	11	subset	subset	NOUN
american_scientific_journal-6786	31	12	of	of	ADP
american_scientific_journal-6786	31	13	m	m	PRON
american_scientific_journal-6786	31	14	attributes	attribute	VERB
american_scientific_journal-6786	31	15	out	out	ADP
american_scientific_journal-6786	31	16	of	of	ADP
american_scientific_journal-6786	31	17	the	the	DET
american_scientific_journal-6786	31	18	n	n	PRON
american_scientific_journal-6786	31	19	original	original	ADJ
american_scientific_journal-6786	31	20	attributes	attribute	NOUN
american_scientific_journal-6786	31	21	is	be	AUX
american_scientific_journal-6786	31	22	chosen	choose	VERB
american_scientific_journal-6786	31	23	,	,	PUNCT
american_scientific_journal-6786	31	24	such	such	ADJ
american_scientific_journal-6786	31	25	as	as	ADP
american_scientific_journal-6786	31	26	m	m	PROPN
american_scientific_journal-6786	31	27	<	<	X
american_scientific_journal-6786	31	28	n	n	CCONJ
american_scientific_journal-6786	31	29	,	,	PUNCT
american_scientific_journal-6786	31	30	in	in	ADP
american_scientific_journal-6786	31	31	a	a	DET
american_scientific_journal-6786	31	32	way	way	NOUN
american_scientific_journal-6786	31	33	that	that	PRON
american_scientific_journal-6786	31	34	the	the	DET
american_scientific_journal-6786	31	35	number	number	NOUN
american_scientific_journal-6786	31	36	of	of	ADP
american_scientific_journal-6786	31	37	the	the	DET
american_scientific_journal-6786	31	38	attributes	attribute	NOUN
american_scientific_journal-6786	31	39	is	be	AUX
american_scientific_journal-6786	31	40	reduced	reduce	VERB
american_scientific_journal-6786	31	41	according	accord	VERB
american_scientific_journal-6786	31	42	to	to	ADP
american_scientific_journal-6786	31	43	a	a	DET
american_scientific_journal-6786	31	44	pre	pre	ADJ
american_scientific_journal-6786	31	45	-	-	ADJ
american_scientific_journal-6786	31	46	established	established	ADJ
american_scientific_journal-6786	31	47	condition	condition	NOUN
american_scientific_journal-6786	32	1	[	[	X
american_scientific_journal-6786	32	2	6	6	NUM
american_scientific_journal-6786	32	3	]	]	PUNCT
american_scientific_journal-6786	32	4	.	.	PUNCT
american_scientific_journal-6786	33	1	attribute	attribute	NOUN
american_scientific_journal-6786	33	2	selection	selection	NOUN
american_scientific_journal-6786	33	3	tries	try	VERB
american_scientific_journal-6786	33	4	to	to	PART
american_scientific_journal-6786	33	5	guarantee	guarantee	VERB
american_scientific_journal-6786	33	6	that	that	SCONJ
american_scientific_journal-6786	33	7	the	the	DET
american_scientific_journal-6786	33	8	data	datum	NOUN
american_scientific_journal-6786	33	9	into	into	ADP
american_scientific_journal-6786	33	10	the	the	DET
american_scientific_journal-6786	33	11	mining	mining	NOUN
american_scientific_journal-6786	33	12	stage	stage	NOUN
american_scientific_journal-6786	33	13	has	have	VERB
american_scientific_journal-6786	33	14	a	a	DET
american_scientific_journal-6786	33	15	good	good	ADJ
american_scientific_journal-6786	33	16	quality	quality	NOUN
american_scientific_journal-6786	33	17	.	.	PUNCT
american_scientific_journal-6786	34	1	the	the	DET
american_scientific_journal-6786	34	2	subset	subset	NOUN
american_scientific_journal-6786	34	3	generation	generation	NOUN
american_scientific_journal-6786	34	4	is	be	AUX
american_scientific_journal-6786	34	5	a	a	DET
american_scientific_journal-6786	34	6	search	search	NOUN
american_scientific_journal-6786	34	7	procedure	procedure	NOUN
american_scientific_journal-6786	34	8	that	that	PRON
american_scientific_journal-6786	34	9	creates	create	VERB
american_scientific_journal-6786	34	10	subsets	subset	NOUN
american_scientific_journal-6786	34	11	of	of	ADP
american_scientific_journal-6786	34	12	candidate	candidate	NOUN
american_scientific_journal-6786	34	13	attributes	attribute	NOUN
american_scientific_journal-6786	34	14	based	base	VERB
american_scientific_journal-6786	34	15	on	on	ADP
american_scientific_journal-6786	34	16	a	a	DET
american_scientific_journal-6786	34	17	search	search	NOUN
american_scientific_journal-6786	34	18	strategy	strategy	NOUN
american_scientific_journal-6786	34	19	to	to	PART
american_scientific_journal-6786	34	20	be	be	AUX
american_scientific_journal-6786	34	21	evaluated	evaluate	VERB
american_scientific_journal-6786	34	22	.	.	PUNCT
american_scientific_journal-6786	35	1	each	each	DET
american_scientific_journal-6786	35	2	generated	generate	VERB
american_scientific_journal-6786	35	3	subset	subset	NOUN
american_scientific_journal-6786	35	4	is	be	AUX
american_scientific_journal-6786	35	5	evaluated	evaluate	VERB
american_scientific_journal-6786	35	6	and	and	CCONJ
american_scientific_journal-6786	35	7	compared	compare	VERB
american_scientific_journal-6786	35	8	with	with	ADP
american_scientific_journal-6786	35	9	the	the	DET
american_scientific_journal-6786	35	10	previous	previous	ADJ
american_scientific_journal-6786	35	11	best	good	ADJ
american_scientific_journal-6786	35	12	one	one	NUM
american_scientific_journal-6786	35	13	according	accord	VERB
american_scientific_journal-6786	35	14	to	to	ADP
american_scientific_journal-6786	35	15	an	an	DET
american_scientific_journal-6786	35	16	evaluation	evaluation	NOUN
american_scientific_journal-6786	35	17	criterion	criterion	NOUN
american_scientific_journal-6786	35	18	.	.	PUNCT
american_scientific_journal-6786	36	1	if	if	SCONJ
american_scientific_journal-6786	36	2	the	the	DET
american_scientific_journal-6786	36	3	new	new	ADJ
american_scientific_journal-6786	36	4	subset	subset	NOUN
american_scientific_journal-6786	36	5	is	be	AUX
american_scientific_journal-6786	36	6	better	well	ADJ
american_scientific_journal-6786	36	7	than	than	ADP
american_scientific_journal-6786	36	8	the	the	DET
american_scientific_journal-6786	36	9	old	old	ADJ
american_scientific_journal-6786	36	10	one	one	NOUN
american_scientific_journal-6786	36	11	,	,	PUNCT
american_scientific_journal-6786	36	12	it	it	PRON
american_scientific_journal-6786	36	13	is	be	AUX
american_scientific_journal-6786	36	14	replaced	replace	VERB
american_scientific_journal-6786	36	15	.	.	PUNCT
american_scientific_journal-6786	37	1	but	but	CCONJ
american_scientific_journal-6786	37	2	if	if	SCONJ
american_scientific_journal-6786	37	3	the	the	DET
american_scientific_journal-6786	37	4	new	new	ADJ
american_scientific_journal-6786	37	5	subset	subset	NOUN
american_scientific_journal-6786	37	6	is	be	AUX
american_scientific_journal-6786	37	7	worse	bad	ADJ
american_scientific_journal-6786	37	8	,	,	PUNCT
american_scientific_journal-6786	37	9	it	it	PRON
american_scientific_journal-6786	37	10	is	be	AUX
american_scientific_journal-6786	37	11	discarded	discard	VERB
american_scientific_journal-6786	37	12	,	,	PUNCT
american_scientific_journal-6786	37	13	and	and	CCONJ
american_scientific_journal-6786	37	14	the	the	DET
american_scientific_journal-6786	37	15	old	old	ADJ
american_scientific_journal-6786	37	16	subset	subset	NOUN
american_scientific_journal-6786	37	17	remains	remain	VERB
american_scientific_journal-6786	37	18	as	as	ADP
american_scientific_journal-6786	37	19	the	the	DET
american_scientific_journal-6786	37	20	best	good	ADJ
american_scientific_journal-6786	37	21	choice	choice	NOUN
american_scientific_journal-6786	37	22	.	.	PUNCT
american_scientific_journal-6786	38	1	the	the	DET
american_scientific_journal-6786	38	2	generation	generation	NOUN
american_scientific_journal-6786	38	3	and	and	CCONJ
american_scientific_journal-6786	38	4	evaluation	evaluation	NOUN
american_scientific_journal-6786	38	5	process	process	NOUN
american_scientific_journal-6786	38	6	is	be	AUX
american_scientific_journal-6786	38	7	repeated	repeat	VERB
american_scientific_journal-6786	38	8	until	until	SCONJ
american_scientific_journal-6786	38	9	some	some	DET
american_scientific_journal-6786	38	10	stopping	stopping	NOUN
american_scientific_journal-6786	38	11	criterion	criterion	NOUN
american_scientific_journal-6786	38	12	is	be	AUX
american_scientific_journal-6786	38	13	reached	reach	VERB
american_scientific_journal-6786	38	14	.	.	PUNCT
american_scientific_journal-6786	39	1	when	when	SCONJ
american_scientific_journal-6786	39	2	it	it	PRON
american_scientific_journal-6786	39	3	happens	happen	VERB
american_scientific_journal-6786	39	4	,	,	PUNCT
american_scientific_journal-6786	39	5	the	the	DET
american_scientific_journal-6786	39	6	best	well	ADV
american_scientific_journal-6786	39	7	subset	subset	NOUN
american_scientific_journal-6786	39	8	found	find	VERB
american_scientific_journal-6786	39	9	needs	need	NOUN
american_scientific_journal-6786	39	10	to	to	PART
american_scientific_journal-6786	39	11	be	be	AUX
american_scientific_journal-6786	39	12	validated	validate	VERB
american_scientific_journal-6786	39	13	through	through	ADP
american_scientific_journal-6786	39	14	some	some	DET
american_scientific_journal-6786	39	15	a	a	DET
american_scientific_journal-6786	39	16	priori	priori	ADJ
american_scientific_journal-6786	39	17	knowledge	knowledge	NOUN
american_scientific_journal-6786	39	18	or	or	CCONJ
american_scientific_journal-6786	39	19	through	through	ADP
american_scientific_journal-6786	39	20	different	different	ADJ
american_scientific_journal-6786	39	21	test	test	NOUN
american_scientific_journal-6786	39	22	samples	sample	NOUN
american_scientific_journal-6786	39	23	obtained	obtain	VERB
american_scientific_journal-6786	39	24	from	from	ADP
american_scientific_journal-6786	39	25	a	a	DET
american_scientific_journal-6786	39	26	real	real	ADJ
american_scientific_journal-6786	39	27	or	or	CCONJ
american_scientific_journal-6786	39	28	synthetic	synthetic	ADJ
american_scientific_journal-6786	39	29	dataset	dataset	NOUN
american_scientific_journal-6786	40	1	[	[	X
american_scientific_journal-6786	40	2	6	6	NUM
american_scientific_journal-6786	40	3	,	,	PUNCT
american_scientific_journal-6786	40	4	7	7	NUM
american_scientific_journal-6786	40	5	]	]	PUNCT
american_scientific_journal-6786	40	6	.	.	PUNCT
american_scientific_journal-6786	41	1	this	this	DET
american_scientific_journal-6786	41	2	process	process	NOUN
american_scientific_journal-6786	41	3	's	's	PART
american_scientific_journal-6786	41	4	nature	nature	NOUN
american_scientific_journal-6786	41	5	depends	depend	VERB
american_scientific_journal-6786	41	6	on	on	ADP
american_scientific_journal-6786	41	7	two	two	NUM
american_scientific_journal-6786	41	8	basic	basic	ADJ
american_scientific_journal-6786	41	9	aspects	aspect	NOUN
american_scientific_journal-6786	41	10	.	.	PUNCT
american_scientific_journal-6786	42	1	first	first	ADV
american_scientific_journal-6786	42	2	,	,	PUNCT
american_scientific_journal-6786	42	3	one	one	PRON
american_scientific_journal-6786	42	4	should	should	AUX
american_scientific_journal-6786	42	5	decide	decide	VERB
american_scientific_journal-6786	42	6	the	the	DET
american_scientific_journal-6786	42	7	search	search	NOUN
american_scientific_journal-6786	42	8	starting	starting	NOUN
american_scientific_journal-6786	42	9	point	point	NOUN
american_scientific_journal-6786	42	10	(	(	PUNCT
american_scientific_journal-6786	42	11	or	or	CCONJ
american_scientific_journal-6786	42	12	points	point	NOUN
american_scientific_journal-6786	42	13	)	)	PUNCT
american_scientific_journal-6786	42	14	,	,	PUNCT
american_scientific_journal-6786	42	15	determining	determine	VERB
american_scientific_journal-6786	42	16	the	the	DET
american_scientific_journal-6786	42	17	search	search	NOUN
american_scientific_journal-6786	42	18	direction	direction	NOUN
american_scientific_journal-6786	42	19	.	.	PUNCT
american_scientific_journal-6786	43	1	the	the	DET
american_scientific_journal-6786	43	2	search	search	NOUN
american_scientific_journal-6786	43	3	can	can	AUX
american_scientific_journal-6786	43	4	start	start	VERB
american_scientific_journal-6786	43	5	with	with	ADP
american_scientific_journal-6786	43	6	an	an	DET
american_scientific_journal-6786	43	7	empty	empty	ADJ
american_scientific_journal-6786	43	8	set	set	NOUN
american_scientific_journal-6786	43	9	and	and	CCONJ
american_scientific_journal-6786	43	10	steadily	steadily	ADV
american_scientific_journal-6786	43	11	add	add	VERB
american_scientific_journal-6786	43	12	attributes	attribute	NOUN
american_scientific_journal-6786	43	13	to	to	ADP
american_scientific_journal-6786	43	14	the	the	DET
american_scientific_journal-6786	43	15	existing	exist	VERB
american_scientific_journal-6786	43	16	set	set	NOUN
american_scientific_journal-6786	43	17	(	(	PUNCT
american_scientific_journal-6786	43	18	forward	forward	ADJ
american_scientific_journal-6786	43	19	search	search	NOUN
american_scientific_journal-6786	43	20	)	)	PUNCT
american_scientific_journal-6786	43	21	,	,	PUNCT
american_scientific_journal-6786	43	22	or	or	CCONJ
american_scientific_journal-6786	43	23	it	it	PRON
american_scientific_journal-6786	43	24	can	can	AUX
american_scientific_journal-6786	43	25	start	start	VERB
american_scientific_journal-6786	43	26	with	with	ADP
american_scientific_journal-6786	43	27	a	a	DET
american_scientific_journal-6786	43	28	complete	complete	ADJ
american_scientific_journal-6786	43	29	set	set	NOUN
american_scientific_journal-6786	43	30	of	of	ADP
american_scientific_journal-6786	43	31	attributes	attribute	NOUN
american_scientific_journal-6786	43	32	and	and	CCONJ
american_scientific_journal-6786	43	33	remove	remove	VERB
american_scientific_journal-6786	43	34	one	one	NUM
american_scientific_journal-6786	43	35	attribute	attribute	NOUN
american_scientific_journal-6786	43	36	at	at	ADP
american_scientific_journal-6786	43	37	each	each	DET
american_scientific_journal-6786	43	38	iteration	iteration	NOUN
american_scientific_journal-6786	43	39	(	(	PUNCT
american_scientific_journal-6786	43	40	backward	backward	ADJ
american_scientific_journal-6786	43	41	search	search	NOUN
american_scientific_journal-6786	43	42	)	)	PUNCT
american_scientific_journal-6786	43	43	.	.	PUNCT
american_scientific_journal-6786	44	1	another	another	DET
american_scientific_journal-6786	44	2	possibility	possibility	NOUN
american_scientific_journal-6786	44	3	is	be	AUX
american_scientific_journal-6786	44	4	to	to	PART
american_scientific_journal-6786	44	5	start	start	VERB
american_scientific_journal-6786	44	6	with	with	ADP
american_scientific_journal-6786	44	7	a	a	DET
american_scientific_journal-6786	44	8	predefined	predefine	VERB
american_scientific_journal-6786	44	9	set	set	NOUN
american_scientific_journal-6786	44	10	of	of	ADP
american_scientific_journal-6786	44	11	attributes	attribute	NOUN
american_scientific_journal-6786	44	12	and	and	CCONJ
american_scientific_journal-6786	44	13	add	add	VERB
american_scientific_journal-6786	44	14	/	/	SYM
american_scientific_journal-6786	44	15	remove	remove	VERB
american_scientific_journal-6786	44	16	attributes	attribute	NOUN
american_scientific_journal-6786	44	17	in	in	ADP
american_scientific_journal-6786	44	18	american	american	ADJ
american_scientific_journal-6786	44	19	scientific	scientific	ADJ
american_scientific_journal-6786	44	20	research	research	NOUN
american_scientific_journal-6786	44	21	journal	journal	NOUN
american_scientific_journal-6786	44	22	for	for	ADP
american_scientific_journal-6786	44	23	engineering	engineering	NOUN
american_scientific_journal-6786	44	24	,	,	PUNCT
american_scientific_journal-6786	44	25	technology	technology	NOUN
american_scientific_journal-6786	44	26	,	,	PUNCT
american_scientific_journal-6786	44	27	and	and	CCONJ
american_scientific_journal-6786	44	28	sciences	science	NOUN
american_scientific_journal-6786	44	29	(	(	PUNCT
american_scientific_journal-6786	44	30	asrjets	asrjet	NOUN
american_scientific_journal-6786	44	31	)	)	PUNCT
american_scientific_journal-6786	44	32	(	(	PUNCT
american_scientific_journal-6786	44	33	2021	2021	NUM
american_scientific_journal-6786	44	34	)	)	PUNCT
american_scientific_journal-6786	44	35	volume	volume	NOUN
american_scientific_journal-6786	44	36	78	78	NUM
american_scientific_journal-6786	44	37	,	,	PUNCT
american_scientific_journal-6786	44	38	no	no	DET
american_scientific_journal-6786	44	39	1	1	NUM
american_scientific_journal-6786	44	40	,	,	PUNCT
american_scientific_journal-6786	44	41	pp	pp	ADV
american_scientific_journal-6786	44	42	131	131	NUM
american_scientific_journal-6786	44	43	-	-	SYM
american_scientific_journal-6786	44	44	149	149	NUM
american_scientific_journal-6786	44	45	133	133	NUM
american_scientific_journal-6786	44	46	each	each	DET
american_scientific_journal-6786	44	47	step	step	NOUN
american_scientific_journal-6786	44	48	[	[	X
american_scientific_journal-6786	44	49	8	8	NUM
american_scientific_journal-6786	44	50	]	]	PUNCT
american_scientific_journal-6786	44	51	.	.	PUNCT
american_scientific_journal-6786	45	1	when	when	SCONJ
american_scientific_journal-6786	45	2	the	the	DET
american_scientific_journal-6786	45	3	search	search	NOUN
american_scientific_journal-6786	45	4	begins	begin	VERB
american_scientific_journal-6786	45	5	with	with	ADP
american_scientific_journal-6786	45	6	a	a	DET
american_scientific_journal-6786	45	7	randomly	randomly	ADV
american_scientific_journal-6786	45	8	selected	select	VERB
american_scientific_journal-6786	45	9	subset	subset	NOUN
american_scientific_journal-6786	45	10	of	of	ADP
american_scientific_journal-6786	45	11	attributes	attribute	NOUN
american_scientific_journal-6786	45	12	,	,	PUNCT
american_scientific_journal-6786	45	13	it	it	PRON
american_scientific_journal-6786	45	14	can	can	AUX
american_scientific_journal-6786	45	15	avoid	avoid	VERB
american_scientific_journal-6786	45	16	the	the	DET
american_scientific_journal-6786	45	17	local	local	ADJ
american_scientific_journal-6786	45	18	minimum	minimum	NOUN
american_scientific_journal-6786	45	19	trap	trap	NOUN
american_scientific_journal-6786	45	20	.	.	PUNCT
american_scientific_journal-6786	46	1	the	the	DET
american_scientific_journal-6786	46	2	second	second	ADJ
american_scientific_journal-6786	46	3	decision	decision	NOUN
american_scientific_journal-6786	46	4	to	to	PART
american_scientific_journal-6786	46	5	be	be	AUX
american_scientific_journal-6786	46	6	made	make	VERB
american_scientific_journal-6786	46	7	regards	regard	VERB
american_scientific_journal-6786	46	8	the	the	DET
american_scientific_journal-6786	46	9	search	search	NOUN
american_scientific_journal-6786	46	10	strategy	strategy	NOUN
american_scientific_journal-6786	46	11	.	.	PUNCT
american_scientific_journal-6786	47	1	for	for	ADP
american_scientific_journal-6786	47	2	a	a	DET
american_scientific_journal-6786	47	3	dataset	dataset	NOUN
american_scientific_journal-6786	47	4	with	with	ADP
american_scientific_journal-6786	47	5	n	n	PRON
american_scientific_journal-6786	47	6	attributes	attribute	NOUN
american_scientific_journal-6786	47	7	,	,	PUNCT
american_scientific_journal-6786	47	8	there	there	PRON
american_scientific_journal-6786	47	9	are	be	VERB
american_scientific_journal-6786	47	10	2n	2n	NUM
american_scientific_journal-6786	47	11	possible	possible	ADJ
american_scientific_journal-6786	47	12	subsets	subset	NOUN
american_scientific_journal-6786	47	13	.	.	PUNCT
american_scientific_journal-6786	48	1	this	this	DET
american_scientific_journal-6786	48	2	search	search	NOUN
american_scientific_journal-6786	48	3	room	room	NOUN
american_scientific_journal-6786	48	4	grows	grow	VERB
american_scientific_journal-6786	48	5	exponentially	exponentially	ADV
american_scientific_journal-6786	48	6	,	,	PUNCT
american_scientific_journal-6786	48	7	making	make	VERB
american_scientific_journal-6786	48	8	it	it	PRON
american_scientific_journal-6786	48	9	prohibitive	prohibitive	ADJ
american_scientific_journal-6786	48	10	even	even	ADV
american_scientific_journal-6786	48	11	for	for	ADP
american_scientific_journal-6786	48	12	a	a	DET
american_scientific_journal-6786	48	13	moderate	moderate	ADJ
american_scientific_journal-6786	48	14	value	value	NOUN
american_scientific_journal-6786	48	15	of	of	ADP
american_scientific_journal-6786	48	16	n.	n.	NOUN
american_scientific_journal-6786	48	17	according	accord	VERB
american_scientific_journal-6786	48	18	to	to	ADP
american_scientific_journal-6786	48	19	this	this	DET
american_scientific_journal-6786	48	20	line	line	NOUN
american_scientific_journal-6786	48	21	of	of	ADP
american_scientific_journal-6786	48	22	reasoning	reasoning	NOUN
american_scientific_journal-6786	48	23	,	,	PUNCT
american_scientific_journal-6786	48	24	search	search	NOUN
american_scientific_journal-6786	48	25	algorithms	algorithm	NOUN
american_scientific_journal-6786	48	26	can	can	AUX
american_scientific_journal-6786	48	27	be	be	AUX
american_scientific_journal-6786	48	28	divided	divide	VERB
american_scientific_journal-6786	48	29	into	into	ADP
american_scientific_journal-6786	48	30	three	three	NUM
american_scientific_journal-6786	48	31	main	main	ADJ
american_scientific_journal-6786	48	32	groups	group	NOUN
american_scientific_journal-6786	48	33	:	:	PUNCT
american_scientific_journal-6786	48	34	exponential	exponential	ADJ
american_scientific_journal-6786	48	35	,	,	PUNCT
american_scientific_journal-6786	48	36	sequential	sequential	ADJ
american_scientific_journal-6786	48	37	,	,	PUNCT
american_scientific_journal-6786	48	38	and	and	CCONJ
american_scientific_journal-6786	48	39	random	random	ADJ
american_scientific_journal-6786	48	40	algorithms	algorithm	NOUN
american_scientific_journal-6786	48	41	[	[	X
american_scientific_journal-6786	48	42	7	7	NUM
american_scientific_journal-6786	48	43	]	]	PUNCT
american_scientific_journal-6786	48	44	.	.	PUNCT
american_scientific_journal-6786	49	1	each	each	DET
american_scientific_journal-6786	49	2	subset	subset	NOUN
american_scientific_journal-6786	49	3	created	create	VERB
american_scientific_journal-6786	49	4	needs	need	NOUN
american_scientific_journal-6786	49	5	to	to	PART
american_scientific_journal-6786	49	6	be	be	AUX
american_scientific_journal-6786	49	7	evaluated	evaluate	VERB
american_scientific_journal-6786	49	8	using	use	VERB
american_scientific_journal-6786	49	9	the	the	DET
american_scientific_journal-6786	49	10	evaluation	evaluation	NOUN
american_scientific_journal-6786	49	11	criterion	criterion	NOUN
american_scientific_journal-6786	49	12	.	.	PUNCT
american_scientific_journal-6786	50	1	a	a	DET
american_scientific_journal-6786	50	2	subset	subset	NOUN
american_scientific_journal-6786	50	3	's	's	PART
american_scientific_journal-6786	50	4	quality	quality	NOUN
american_scientific_journal-6786	50	5	can	can	AUX
american_scientific_journal-6786	50	6	be	be	AUX
american_scientific_journal-6786	50	7	computed	compute	VERB
american_scientific_journal-6786	50	8	according	accord	VERB
american_scientific_journal-6786	50	9	to	to	ADP
american_scientific_journal-6786	50	10	a	a	DET
american_scientific_journal-6786	50	11	specific	specific	ADJ
american_scientific_journal-6786	50	12	criterion	criterion	NOUN
american_scientific_journal-6786	50	13	(	(	PUNCT
american_scientific_journal-6786	50	14	for	for	ADP
american_scientific_journal-6786	50	15	instance	instance	NOUN
american_scientific_journal-6786	50	16	,	,	PUNCT
american_scientific_journal-6786	50	17	a	a	DET
american_scientific_journal-6786	50	18	selected	select	VERB
american_scientific_journal-6786	50	19	optimum	optimum	ADJ
american_scientific_journal-6786	50	20	subset	subset	NOUN
american_scientific_journal-6786	50	21	defined	define	VERB
american_scientific_journal-6786	50	22	by	by	ADP
american_scientific_journal-6786	50	23	using	use	VERB
american_scientific_journal-6786	50	24	one	one	NUM
american_scientific_journal-6786	50	25	criterion	criterion	NOUN
american_scientific_journal-6786	50	26	could	could	AUX
american_scientific_journal-6786	50	27	not	not	PART
american_scientific_journal-6786	50	28	be	be	AUX
american_scientific_journal-6786	50	29	optimal	optimal	ADJ
american_scientific_journal-6786	50	30	according	accord	VERB
american_scientific_journal-6786	50	31	to	to	ADP
american_scientific_journal-6786	50	32	another	another	DET
american_scientific_journal-6786	50	33	criterion	criterion	NOUN
american_scientific_journal-6786	50	34	)	)	PUNCT
american_scientific_journal-6786	50	35	.	.	PUNCT
american_scientific_journal-6786	51	1	in	in	ADP
american_scientific_journal-6786	51	2	a	a	DET
american_scientific_journal-6786	51	3	general	general	ADJ
american_scientific_journal-6786	51	4	way	way	NOUN
american_scientific_journal-6786	51	5	,	,	PUNCT
american_scientific_journal-6786	51	6	the	the	DET
american_scientific_journal-6786	51	7	evaluation	evaluation	NOUN
american_scientific_journal-6786	51	8	criteria	criterion	NOUN
american_scientific_journal-6786	51	9	can	can	AUX
american_scientific_journal-6786	51	10	be	be	AUX
american_scientific_journal-6786	51	11	categorized	categorize	VERB
american_scientific_journal-6786	51	12	into	into	ADP
american_scientific_journal-6786	51	13	two	two	NUM
american_scientific_journal-6786	51	14	groups	group	NOUN
american_scientific_journal-6786	51	15	:	:	PUNCT
american_scientific_journal-6786	51	16	filter	filter	NOUN
american_scientific_journal-6786	51	17	and	and	CCONJ
american_scientific_journal-6786	51	18	wrapper	wrapper	NOUN
american_scientific_journal-6786	51	19	.	.	PUNCT
american_scientific_journal-6786	52	1	the	the	DET
american_scientific_journal-6786	52	2	filter	filter	NOUN
american_scientific_journal-6786	52	3	approach	approach	NOUN
american_scientific_journal-6786	52	4	belongs	belong	VERB
american_scientific_journal-6786	52	5	to	to	ADP
american_scientific_journal-6786	52	6	the	the	DET
american_scientific_journal-6786	52	7	independent	independent	ADJ
american_scientific_journal-6786	52	8	criterion	criterion	NOUN
american_scientific_journal-6786	52	9	[	[	X
american_scientific_journal-6786	52	10	9	9	NUM
american_scientific_journal-6786	52	11	,	,	PUNCT
american_scientific_journal-6786	52	12	10	10	NUM
american_scientific_journal-6786	52	13	]	]	PUNCT
american_scientific_journal-6786	52	14	.	.	PUNCT
american_scientific_journal-6786	53	1	it	it	PRON
american_scientific_journal-6786	53	2	tries	try	VERB
american_scientific_journal-6786	53	3	to	to	PART
american_scientific_journal-6786	53	4	evaluate	evaluate	VERB
american_scientific_journal-6786	53	5	an	an	DET
american_scientific_journal-6786	53	6	attribute	attribute	NOUN
american_scientific_journal-6786	53	7	(	(	PUNCT
american_scientific_journal-6786	53	8	or	or	CCONJ
american_scientific_journal-6786	53	9	attributes	attribute	VERB
american_scientific_journal-6786	53	10	)	)	PUNCT
american_scientific_journal-6786	53	11	subset	subset	NOUN
american_scientific_journal-6786	53	12	exploring	explore	VERB
american_scientific_journal-6786	53	13	the	the	DET
american_scientific_journal-6786	53	14	training	training	NOUN
american_scientific_journal-6786	53	15	data	datum	NOUN
american_scientific_journal-6786	53	16	's	's	PART
american_scientific_journal-6786	53	17	intrinsic	intrinsic	ADJ
american_scientific_journal-6786	53	18	features	feature	NOUN
american_scientific_journal-6786	53	19	without	without	ADP
american_scientific_journal-6786	53	20	any	any	DET
american_scientific_journal-6786	53	21	commitment	commitment	NOUN
american_scientific_journal-6786	53	22	to	to	ADP
american_scientific_journal-6786	53	23	the	the	DET
american_scientific_journal-6786	53	24	mining	mining	NOUN
american_scientific_journal-6786	53	25	algorithm	algorithm	NOUN
american_scientific_journal-6786	53	26	.	.	PUNCT
american_scientific_journal-6786	54	1	the	the	DET
american_scientific_journal-6786	54	2	most	most	ADV
american_scientific_journal-6786	54	3	used	used	ADJ
american_scientific_journal-6786	54	4	independent	independent	ADJ
american_scientific_journal-6786	54	5	criteria	criterion	NOUN
american_scientific_journal-6786	54	6	are	be	AUX
american_scientific_journal-6786	54	7	:	:	PUNCT
american_scientific_journal-6786	54	8	distance	distance	NOUN
american_scientific_journal-6786	54	9	measures	measure	NOUN
american_scientific_journal-6786	54	10	,	,	PUNCT
american_scientific_journal-6786	54	11	information	information	NOUN
american_scientific_journal-6786	54	12	measures	measure	NOUN
american_scientific_journal-6786	54	13	,	,	PUNCT
american_scientific_journal-6786	54	14	dependency	dependency	NOUN
american_scientific_journal-6786	54	15	measures	measure	NOUN
american_scientific_journal-6786	54	16	,	,	PUNCT
american_scientific_journal-6786	54	17	and	and	CCONJ
american_scientific_journal-6786	54	18	consistency	consistency	NOUN
american_scientific_journal-6786	54	19	measures	measure	NOUN
american_scientific_journal-6786	54	20	[	[	X
american_scientific_journal-6786	54	21	9	9	NUM
american_scientific_journal-6786	54	22	]	]	PUNCT
american_scientific_journal-6786	54	23	.	.	PUNCT
american_scientific_journal-6786	55	1	the	the	DET
american_scientific_journal-6786	55	2	dependent	dependent	ADJ
american_scientific_journal-6786	55	3	criterion	criterion	NOUN
american_scientific_journal-6786	55	4	characterizes	characterize	VERB
american_scientific_journal-6786	55	5	the	the	DET
american_scientific_journal-6786	55	6	wrapper	wrapper	NOUN
american_scientific_journal-6786	55	7	approach	approach	NOUN
american_scientific_journal-6786	55	8	[	[	X
american_scientific_journal-6786	55	9	10	10	NUM
american_scientific_journal-6786	55	10	]	]	PUNCT
american_scientific_journal-6786	55	11	.	.	PUNCT
american_scientific_journal-6786	56	1	it	it	PRON
american_scientific_journal-6786	56	2	requires	require	VERB
american_scientific_journal-6786	56	3	a	a	DET
american_scientific_journal-6786	56	4	predefined	predefine	VERB
american_scientific_journal-6786	56	5	mining	mining	NOUN
american_scientific_journal-6786	56	6	algorithm	algorithm	NOUN
american_scientific_journal-6786	56	7	within	within	ADP
american_scientific_journal-6786	56	8	the	the	DET
american_scientific_journal-6786	56	9	attribute	attribute	NOUN
american_scientific_journal-6786	56	10	selection	selection	NOUN
american_scientific_journal-6786	56	11	,	,	PUNCT
american_scientific_journal-6786	56	12	and	and	CCONJ
american_scientific_journal-6786	56	13	it	it	PRON
american_scientific_journal-6786	56	14	uses	use	VERB
american_scientific_journal-6786	56	15	its	its	PRON
american_scientific_journal-6786	56	16	performance	performance	NOUN
american_scientific_journal-6786	56	17	when	when	SCONJ
american_scientific_journal-6786	56	18	applied	apply	VERB
american_scientific_journal-6786	56	19	in	in	ADP
american_scientific_journal-6786	56	20	the	the	DET
american_scientific_journal-6786	56	21	selected	select	VERB
american_scientific_journal-6786	56	22	subset	subset	NOUN
american_scientific_journal-6786	56	23	to	to	PART
american_scientific_journal-6786	56	24	evaluate	evaluate	VERB
american_scientific_journal-6786	56	25	the	the	DET
american_scientific_journal-6786	56	26	quality	quality	NOUN
american_scientific_journal-6786	56	27	of	of	ADP
american_scientific_journal-6786	56	28	its	its	PRON
american_scientific_journal-6786	56	29	attributes	attribute	NOUN
american_scientific_journal-6786	56	30	.	.	PUNCT
american_scientific_journal-6786	57	1	the	the	DET
american_scientific_journal-6786	57	2	stopping	stop	VERB
american_scientific_journal-6786	57	3	criterion	criterion	NOUN
american_scientific_journal-6786	57	4	establishes	establish	VERB
american_scientific_journal-6786	57	5	when	when	SCONJ
american_scientific_journal-6786	57	6	the	the	DET
american_scientific_journal-6786	57	7	attribute	attribute	NOUN
american_scientific_journal-6786	57	8	selection	selection	NOUN
american_scientific_journal-6786	57	9	process	process	NOUN
american_scientific_journal-6786	57	10	should	should	AUX
american_scientific_journal-6786	57	11	be	be	AUX
american_scientific_journal-6786	57	12	finished	finish	VERB
american_scientific_journal-6786	57	13	.	.	PUNCT
american_scientific_journal-6786	58	1	it	it	PRON
american_scientific_journal-6786	58	2	can	can	AUX
american_scientific_journal-6786	58	3	be	be	AUX
american_scientific_journal-6786	58	4	done	do	VERB
american_scientific_journal-6786	58	5	when	when	SCONJ
american_scientific_journal-6786	58	6	the	the	DET
american_scientific_journal-6786	58	7	search	search	NOUN
american_scientific_journal-6786	58	8	is	be	AUX
american_scientific_journal-6786	58	9	over	over	ADV
american_scientific_journal-6786	58	10	or	or	CCONJ
american_scientific_journal-6786	58	11	when	when	SCONJ
american_scientific_journal-6786	58	12	the	the	DET
american_scientific_journal-6786	58	13	goal	goal	NOUN
american_scientific_journal-6786	58	14	is	be	AUX
american_scientific_journal-6786	58	15	reached	reach	VERB
american_scientific_journal-6786	58	16	,	,	PUNCT
american_scientific_journal-6786	58	17	where	where	SCONJ
american_scientific_journal-6786	58	18	the	the	DET
american_scientific_journal-6786	58	19	goal	goal	NOUN
american_scientific_journal-6786	58	20	can	can	AUX
american_scientific_journal-6786	58	21	be	be	AUX
american_scientific_journal-6786	58	22	a	a	DET
american_scientific_journal-6786	58	23	specific	specific	ADJ
american_scientific_journal-6786	58	24	situation	situation	NOUN
american_scientific_journal-6786	58	25	(	(	PUNCT
american_scientific_journal-6786	58	26	maximum	maximum	ADJ
american_scientific_journal-6786	58	27	number	number	NOUN
american_scientific_journal-6786	58	28	of	of	ADP
american_scientific_journal-6786	58	29	characteristics	characteristic	NOUN
american_scientific_journal-6786	58	30	or	or	CCONJ
american_scientific_journal-6786	58	31	maximum	maximum	ADJ
american_scientific_journal-6786	58	32	number	number	NOUN
american_scientific_journal-6786	58	33	of	of	ADP
american_scientific_journal-6786	58	34	iterations	iteration	NOUN
american_scientific_journal-6786	58	35	)	)	PUNCT
american_scientific_journal-6786	58	36	,	,	PUNCT
american_scientific_journal-6786	58	37	or	or	CCONJ
american_scientific_journal-6786	58	38	when	when	SCONJ
american_scientific_journal-6786	58	39	a	a	DET
american_scientific_journal-6786	58	40	good	good	ADJ
american_scientific_journal-6786	58	41	enough	enough	ADJ
american_scientific_journal-6786	58	42	subset	subset	NOUN
american_scientific_journal-6786	58	43	is	be	AUX
american_scientific_journal-6786	58	44	found	find	VERB
american_scientific_journal-6786	58	45	(	(	PUNCT
american_scientific_journal-6786	58	46	for	for	ADP
american_scientific_journal-6786	58	47	instance	instance	NOUN
american_scientific_journal-6786	58	48	,	,	PUNCT
american_scientific_journal-6786	58	49	a	a	DET
american_scientific_journal-6786	58	50	subset	subset	NOUN
american_scientific_journal-6786	58	51	could	could	AUX
american_scientific_journal-6786	58	52	be	be	AUX
american_scientific_journal-6786	58	53	sufficiently	sufficiently	ADV
american_scientific_journal-6786	58	54	good	good	ADJ
american_scientific_journal-6786	58	55	if	if	SCONJ
american_scientific_journal-6786	58	56	the	the	DET
american_scientific_journal-6786	58	57	classification	classification	NOUN
american_scientific_journal-6786	58	58	error	error	NOUN
american_scientific_journal-6786	58	59	rate	rate	NOUN
american_scientific_journal-6786	58	60	is	be	AUX
american_scientific_journal-6786	58	61	under	under	ADP
american_scientific_journal-6786	58	62	some	some	DET
american_scientific_journal-6786	58	63	threshold	threshold	NOUN
american_scientific_journal-6786	58	64	for	for	ADP
american_scientific_journal-6786	58	65	a	a	DET
american_scientific_journal-6786	58	66	given	give	VERB
american_scientific_journal-6786	58	67	task	task	NOUN
american_scientific_journal-6786	58	68	)	)	PUNCT
american_scientific_journal-6786	58	69	.	.	PUNCT
american_scientific_journal-6786	59	1	2.2	2.2	NUM
american_scientific_journal-6786	59	2	.	.	PUNCT
american_scientific_journal-6786	59	3	attribute	attribute	NOUN
american_scientific_journal-6786	59	4	extraction	extraction	NOUN
american_scientific_journal-6786	59	5	the	the	DET
american_scientific_journal-6786	59	6	extraction	extraction	NOUN
american_scientific_journal-6786	59	7	attribute	attribute	NOUN
american_scientific_journal-6786	59	8	is	be	AUX
american_scientific_journal-6786	59	9	an	an	DET
american_scientific_journal-6786	59	10	approach	approach	NOUN
american_scientific_journal-6786	59	11	where	where	SCONJ
american_scientific_journal-6786	59	12	new	new	ADJ
american_scientific_journal-6786	59	13	attributes	attribute	NOUN
american_scientific_journal-6786	59	14	are	be	AUX
american_scientific_journal-6786	59	15	created	create	VERB
american_scientific_journal-6786	59	16	from	from	ADP
american_scientific_journal-6786	59	17	the	the	DET
american_scientific_journal-6786	59	18	original	original	ADJ
american_scientific_journal-6786	59	19	database	database	NOUN
american_scientific_journal-6786	59	20	through	through	ADP
american_scientific_journal-6786	59	21	linear	linear	ADJ
american_scientific_journal-6786	59	22	and	and	CCONJ
american_scientific_journal-6786	59	23	nonlinear	nonlinear	ADJ
american_scientific_journal-6786	59	24	combinations	combination	NOUN
american_scientific_journal-6786	59	25	[	[	X
american_scientific_journal-6786	59	26	5	5	NUM
american_scientific_journal-6786	59	27	]	]	PUNCT
american_scientific_journal-6786	59	28	.	.	PUNCT
american_scientific_journal-6786	60	1	the	the	DET
american_scientific_journal-6786	60	2	objective	objective	NOUN
american_scientific_journal-6786	60	3	is	be	AUX
american_scientific_journal-6786	60	4	to	to	PART
american_scientific_journal-6786	60	5	make	make	VERB
american_scientific_journal-6786	60	6	them	they	PRON
american_scientific_journal-6786	60	7	more	more	ADV
american_scientific_journal-6786	60	8	expressive	expressive	ADJ
american_scientific_journal-6786	60	9	and	and	CCONJ
american_scientific_journal-6786	60	10	to	to	PART
american_scientific_journal-6786	60	11	represent	represent	VERB
american_scientific_journal-6786	60	12	better	well	ADJ
american_scientific_journal-6786	60	13	the	the	DET
american_scientific_journal-6786	60	14	variability	variability	NOUN
american_scientific_journal-6786	60	15	of	of	ADP
american_scientific_journal-6786	60	16	the	the	DET
american_scientific_journal-6786	60	17	data	datum	NOUN
american_scientific_journal-6786	60	18	.	.	PUNCT
american_scientific_journal-6786	61	1	attribute	attribute	NOUN
american_scientific_journal-6786	61	2	extraction	extraction	NOUN
american_scientific_journal-6786	61	3	can	can	AUX
american_scientific_journal-6786	61	4	be	be	AUX
american_scientific_journal-6786	61	5	defined	define	VERB
american_scientific_journal-6786	61	6	as	as	ADP
american_scientific_journal-6786	61	7	a	a	DET
american_scientific_journal-6786	61	8	set	set	NOUN
american_scientific_journal-6786	61	9	n	n	CCONJ
american_scientific_journal-6786	61	10	formed	form	VERB
american_scientific_journal-6786	61	11	by	by	ADP
american_scientific_journal-6786	61	12	n	n	X
american_scientific_journal-6786	61	13	attributes	attribute	NOUN
american_scientific_journal-6786	61	14	which	which	PRON
american_scientific_journal-6786	61	15	,	,	PUNCT
american_scientific_journal-6786	61	16	after	after	ADP
american_scientific_journal-6786	61	17	undergoing	undergo	VERB
american_scientific_journal-6786	61	18	an	an	DET
american_scientific_journal-6786	61	19	attribute	attribute	NOUN
american_scientific_journal-6786	61	20	extraction	extraction	NOUN
american_scientific_journal-6786	61	21	process	process	NOUN
american_scientific_journal-6786	61	22	,	,	PUNCT
american_scientific_journal-6786	61	23	generates	generate	VERB
american_scientific_journal-6786	61	24	a	a	DET
american_scientific_journal-6786	61	25	new	new	ADJ
american_scientific_journal-6786	61	26	set	set	NOUN
american_scientific_journal-6786	61	27	n	n	CCONJ
american_scientific_journal-6786	61	28	,	,	PUNCT
american_scientific_journal-6786	61	29	with	with	ADP
american_scientific_journal-6786	61	30	m	m	PROPN
american_scientific_journal-6786	61	31	attributes	attribute	VERB
american_scientific_journal-6786	61	32	such	such	ADJ
american_scientific_journal-6786	61	33	where	where	SCONJ
american_scientific_journal-6786	61	34	m	m	VERB
american_scientific_journal-6786	61	35	<	<	X
american_scientific_journal-6786	61	36	n.	n.	PROPN
american_scientific_journal-6786	61	37	thus	thus	ADV
american_scientific_journal-6786	61	38	,	,	PUNCT
american_scientific_journal-6786	61	39	a	a	DET
american_scientific_journal-6786	61	40	new	new	ADJ
american_scientific_journal-6786	61	41	feature	feature	NOUN
american_scientific_journal-6786	61	42	extracted	extract	VERB
american_scientific_journal-6786	61	43	is	be	AUX
american_scientific_journal-6786	61	44	obtained	obtain	VERB
american_scientific_journal-6786	61	45	by	by	ADP
american_scientific_journal-6786	61	46	the	the	DET
american_scientific_journal-6786	61	47	fm(n	fm(n	NOUN
american_scientific_journal-6786	61	48	)	)	PUNCT
american_scientific_journal-6786	61	49	,	,	PUNCT
american_scientific_journal-6786	61	50	where	where	SCONJ
american_scientific_journal-6786	61	51	f	f	PROPN
american_scientific_journal-6786	61	52	is	be	AUX
american_scientific_journal-6786	61	53	a	a	DET
american_scientific_journal-6786	61	54	mapping	mapping	NOUN
american_scientific_journal-6786	61	55	function	function	NOUN
american_scientific_journal-6786	61	56	that	that	PRON
american_scientific_journal-6786	61	57	processes	process	VERB
american_scientific_journal-6786	61	58	linear	linear	ADJ
american_scientific_journal-6786	61	59	or	or	CCONJ
american_scientific_journal-6786	61	60	nonlinear	nonlinear	ADJ
american_scientific_journal-6786	61	61	transformations	transformation	NOUN
american_scientific_journal-6786	61	62	on	on	ADP
american_scientific_journal-6786	61	63	the	the	DET
american_scientific_journal-6786	61	64	original	original	ADJ
american_scientific_journal-6786	61	65	attribute	attribute	NOUN
american_scientific_journal-6786	61	66	set	set	VERB
american_scientific_journal-6786	62	1	[	[	X
american_scientific_journal-6786	62	2	1	1	NUM
american_scientific_journal-6786	62	3	]	]	PUNCT
american_scientific_journal-6786	62	4	.	.	PUNCT
american_scientific_journal-6786	63	1	linear	linear	ADJ
american_scientific_journal-6786	63	2	transformations	transformation	NOUN
american_scientific_journal-6786	63	3	do	do	AUX
american_scientific_journal-6786	63	4	not	not	PART
american_scientific_journal-6786	63	5	modify	modify	VERB
american_scientific_journal-6786	63	6	the	the	DET
american_scientific_journal-6786	63	7	data	datum	NOUN
american_scientific_journal-6786	63	8	's	's	PART
american_scientific_journal-6786	63	9	spatial	spatial	ADJ
american_scientific_journal-6786	63	10	structure	structure	NOUN
american_scientific_journal-6786	63	11	,	,	PUNCT
american_scientific_journal-6786	63	12	preserving	preserve	VERB
american_scientific_journal-6786	63	13	the	the	DET
american_scientific_journal-6786	63	14	relationships	relationship	NOUN
american_scientific_journal-6786	63	15	between	between	ADP
american_scientific_journal-6786	63	16	the	the	DET
american_scientific_journal-6786	63	17	observations	observation	NOUN
american_scientific_journal-6786	63	18	[	[	X
american_scientific_journal-6786	63	19	11	11	NUM
american_scientific_journal-6786	63	20	]	]	PUNCT
american_scientific_journal-6786	63	21	.	.	PUNCT
american_scientific_journal-6786	64	1	the	the	DET
american_scientific_journal-6786	64	2	principal	principal	ADJ
american_scientific_journal-6786	64	3	component	component	NOUN
american_scientific_journal-6786	64	4	analysis	analysis	NOUN
american_scientific_journal-6786	64	5	(	(	PUNCT
american_scientific_journal-6786	64	6	pca	pca	NOUN
american_scientific_journal-6786	64	7	)	)	PUNCT
american_scientific_journal-6786	64	8	is	be	AUX
american_scientific_journal-6786	64	9	an	an	DET
american_scientific_journal-6786	64	10	example	example	NOUN
american_scientific_journal-6786	64	11	of	of	ADP
american_scientific_journal-6786	64	12	the	the	DET
american_scientific_journal-6786	64	13	linear	linear	ADJ
american_scientific_journal-6786	64	14	transformations	transformation	NOUN
american_scientific_journal-6786	64	15	algorithm	algorithm	NOUN
american_scientific_journal-6786	64	16	[	[	X
american_scientific_journal-6786	64	17	12	12	NUM
american_scientific_journal-6786	64	18	]	]	PUNCT
american_scientific_journal-6786	64	19	,	,	PUNCT
american_scientific_journal-6786	64	20	whose	whose	DET
american_scientific_journal-6786	64	21	purpose	purpose	NOUN
american_scientific_journal-6786	64	22	is	be	AUX
american_scientific_journal-6786	64	23	to	to	PART
american_scientific_journal-6786	64	24	reduce	reduce	VERB
american_scientific_journal-6786	64	25	data	datum	NOUN
american_scientific_journal-6786	64	26	on	on	ADP
american_scientific_journal-6786	64	27	which	which	PRON
american_scientific_journal-6786	64	28	the	the	DET
american_scientific_journal-6786	64	29	variables	variable	NOUN
american_scientific_journal-6786	64	30	are	be	AUX
american_scientific_journal-6786	64	31	highly	highly	ADV
american_scientific_journal-6786	64	32	dependent	dependent	ADJ
american_scientific_journal-6786	64	33	,	,	PUNCT
american_scientific_journal-6786	64	34	maintaining	maintain	VERB
american_scientific_journal-6786	64	35	maximum	maximum	ADJ
american_scientific_journal-6786	64	36	variability	variability	NOUN
american_scientific_journal-6786	64	37	.	.	PUNCT
american_scientific_journal-6786	65	1	for	for	ADP
american_scientific_journal-6786	65	2	this	this	PRON
american_scientific_journal-6786	65	3	,	,	PUNCT
american_scientific_journal-6786	65	4	it	it	PRON
american_scientific_journal-6786	65	5	generates	generate	VERB
american_scientific_journal-6786	65	6	new	new	ADJ
american_scientific_journal-6786	65	7	attributes	attribute	NOUN
american_scientific_journal-6786	65	8	as	as	ADP
american_scientific_journal-6786	65	9	linear	linear	NOUN
american_scientific_journal-6786	65	10	functions	function	NOUN
american_scientific_journal-6786	65	11	of	of	ADP
american_scientific_journal-6786	65	12	the	the	DET
american_scientific_journal-6786	65	13	original	original	ADJ
american_scientific_journal-6786	65	14	attributes	attribute	NOUN
american_scientific_journal-6786	65	15	.	.	PUNCT
american_scientific_journal-6786	66	1	in	in	ADP
american_scientific_journal-6786	66	2	nonlinear	nonlinear	ADJ
american_scientific_journal-6786	66	3	problems	problem	NOUN
american_scientific_journal-6786	66	4	,	,	PUNCT
american_scientific_journal-6786	66	5	attribute	attribute	NOUN
american_scientific_journal-6786	66	6	extraction	extraction	NOUN
american_scientific_journal-6786	66	7	often	often	ADV
american_scientific_journal-6786	66	8	involves	involve	VERB
american_scientific_journal-6786	66	9	the	the	DET
american_scientific_journal-6786	66	10	application	application	NOUN
american_scientific_journal-6786	66	11	of	of	ADP
american_scientific_journal-6786	66	12	nonlinear	nonlinear	ADJ
american_scientific_journal-6786	66	13	transformations	transformation	NOUN
american_scientific_journal-6786	66	14	.	.	PUNCT
american_scientific_journal-6786	67	1	these	these	DET
american_scientific_journal-6786	67	2	transformation	transformation	NOUN
american_scientific_journal-6786	67	3	methods	method	NOUN
american_scientific_journal-6786	67	4	are	be	AUX
american_scientific_journal-6786	67	5	efficient	efficient	ADJ
american_scientific_journal-6786	67	6	when	when	SCONJ
american_scientific_journal-6786	67	7	approximating	approximate	VERB
american_scientific_journal-6786	67	8	functions	function	NOUN
american_scientific_journal-6786	67	9	and	and	CCONJ
american_scientific_journal-6786	67	10	robust	robust	ADJ
american_scientific_journal-6786	67	11	when	when	SCONJ
american_scientific_journal-6786	67	12	handling	handle	VERB
american_scientific_journal-6786	67	13	real	real	ADJ
american_scientific_journal-6786	67	14	nonlinear	nonlinear	ADJ
american_scientific_journal-6786	67	15	problems	problem	NOUN
american_scientific_journal-6786	67	16	[	[	X
american_scientific_journal-6786	67	17	13	13	NUM
american_scientific_journal-6786	67	18	]	]	PUNCT
american_scientific_journal-6786	67	19	.	.	PUNCT
american_scientific_journal-6786	68	1	nonlinear	nonlinear	ADJ
american_scientific_journal-6786	68	2	transformations	transformation	NOUN
american_scientific_journal-6786	68	3	modify	modify	VERB
american_scientific_journal-6786	68	4	(	(	PUNCT
american_scientific_journal-6786	68	5	increase	increase	VERB
american_scientific_journal-6786	68	6	or	or	CCONJ
american_scientific_journal-6786	68	7	decrease	decrease	VERB
american_scientific_journal-6786	68	8	)	)	PUNCT
american_scientific_journal-6786	68	9	the	the	DET
american_scientific_journal-6786	68	10	linear	linear	ADJ
american_scientific_journal-6786	68	11	relationships	relationship	NOUN
american_scientific_journal-6786	68	12	between	between	ADP
american_scientific_journal-6786	68	13	variables	variable	NOUN
american_scientific_journal-6786	68	14	by	by	ADP
american_scientific_journal-6786	68	15	changing	change	VERB
american_scientific_journal-6786	68	16	their	their	PRON
american_scientific_journal-6786	68	17	correlation	correlation	NOUN
american_scientific_journal-6786	68	18	.	.	PUNCT
american_scientific_journal-6786	69	1	for	for	ADP
american_scientific_journal-6786	69	2	example	example	NOUN
american_scientific_journal-6786	69	3	,	,	PUNCT
american_scientific_journal-6786	69	4	according	accord	VERB
american_scientific_journal-6786	69	5	to	to	ADP
american_scientific_journal-6786	69	6	bingham	bingham	PROPN
american_scientific_journal-6786	69	7	and	and	CCONJ
american_scientific_journal-6786	69	8	mannila	mannila	PROPN
american_scientific_journal-6786	69	9	in	in	ADP
american_scientific_journal-6786	69	10	[	[	X
american_scientific_journal-6786	69	11	14	14	NUM
american_scientific_journal-6786	69	12	]	]	PUNCT
american_scientific_journal-6786	69	13	,	,	PUNCT
american_scientific_journal-6786	69	14	the	the	DET
american_scientific_journal-6786	69	15	random	random	ADJ
american_scientific_journal-6786	69	16	projection	projection	NOUN
american_scientific_journal-6786	69	17	method	method	NOUN
american_scientific_journal-6786	69	18	is	be	AUX
american_scientific_journal-6786	69	19	a	a	DET
american_scientific_journal-6786	69	20	nonlinear	nonlinear	ADJ
american_scientific_journal-6786	69	21	method	method	NOUN
american_scientific_journal-6786	69	22	in	in	ADP
american_scientific_journal-6786	69	23	which	which	PRON
american_scientific_journal-6786	69	24	the	the	DET
american_scientific_journal-6786	69	25	original	original	ADJ
american_scientific_journal-6786	69	26	high	high	ADJ
american_scientific_journal-6786	69	27	-	-	PUNCT
american_scientific_journal-6786	69	28	dimensional	dimensional	ADJ
american_scientific_journal-6786	69	29	data	datum	NOUN
american_scientific_journal-6786	69	30	is	be	AUX
american_scientific_journal-6786	69	31	projected	project	VERB
american_scientific_journal-6786	69	32	into	into	ADP
american_scientific_journal-6786	69	33	a	a	DET
american_scientific_journal-6786	69	34	smaller	small	ADJ
american_scientific_journal-6786	69	35	sub	sub	NOUN
american_scientific_journal-6786	69	36	-	-	NOUN
american_scientific_journal-6786	69	37	space	space	NOUN
american_scientific_journal-6786	69	38	using	use	VERB
american_scientific_journal-6786	69	39	a	a	DET
american_scientific_journal-6786	69	40	random	random	ADJ
american_scientific_journal-6786	69	41	matrix	matrix	NOUN
american_scientific_journal-6786	69	42	.	.	PUNCT
american_scientific_journal-6786	70	1	2.3	2.3	NUM
american_scientific_journal-6786	70	2	.	.	PUNCT
american_scientific_journal-6786	70	3	related	relate	VERB
american_scientific_journal-6786	70	4	works	work	NOUN
american_scientific_journal-6786	70	5	many	many	ADJ
american_scientific_journal-6786	70	6	works	work	NOUN
american_scientific_journal-6786	70	7	related	relate	VERB
american_scientific_journal-6786	70	8	to	to	ADP
american_scientific_journal-6786	70	9	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	70	10	reduction	reduction	NOUN
american_scientific_journal-6786	70	11	can	can	AUX
american_scientific_journal-6786	70	12	be	be	AUX
american_scientific_journal-6786	70	13	found	find	VERB
american_scientific_journal-6786	70	14	in	in	ADP
american_scientific_journal-6786	70	15	the	the	DET
american_scientific_journal-6786	70	16	literature	literature	NOUN
american_scientific_journal-6786	70	17	using	use	VERB
american_scientific_journal-6786	70	18	attribute	attribute	NOUN
american_scientific_journal-6786	70	19	selection	selection	NOUN
american_scientific_journal-6786	70	20	algorithms	algorithm	NOUN
american_scientific_journal-6786	70	21	[	[	X
american_scientific_journal-6786	70	22	3	3	NUM
american_scientific_journal-6786	70	23	,	,	PUNCT
american_scientific_journal-6786	70	24	15	15	NUM
american_scientific_journal-6786	70	25	,	,	PUNCT
american_scientific_journal-6786	70	26	16	16	NUM
american_scientific_journal-6786	70	27	,	,	PUNCT
american_scientific_journal-6786	70	28	17	17	NUM
american_scientific_journal-6786	70	29	,	,	PUNCT
american_scientific_journal-6786	70	30	18	18	NUM
american_scientific_journal-6786	70	31	]	]	PUNCT
american_scientific_journal-6786	70	32	and	and	CCONJ
american_scientific_journal-6786	70	33	attribute	attribute	NOUN
american_scientific_journal-6786	70	34	extraction	extraction	NOUN
american_scientific_journal-6786	70	35	algorithms	algorithm	NOUN
american_scientific_journal-6786	70	36	[	[	X
american_scientific_journal-6786	70	37	19	19	NUM
american_scientific_journal-6786	70	38	,	,	PUNCT
american_scientific_journal-6786	70	39	20	20	NUM
american_scientific_journal-6786	70	40	]	]	PUNCT
american_scientific_journal-6786	70	41	applied	apply	VERB
american_scientific_journal-6786	70	42	in	in	ADP
american_scientific_journal-6786	70	43	microarray	microarray	NOUN
american_scientific_journal-6786	70	44	data	datum	NOUN
american_scientific_journal-6786	70	45	.	.	PUNCT
american_scientific_journal-6786	71	1	however	however	ADV
american_scientific_journal-6786	71	2	,	,	PUNCT
american_scientific_journal-6786	71	3	few	few	ADJ
american_scientific_journal-6786	71	4	works	work	NOUN
american_scientific_journal-6786	71	5	apply	apply	VERB
american_scientific_journal-6786	71	6	both	both	DET
american_scientific_journal-6786	71	7	methods	method	NOUN
american_scientific_journal-6786	71	8	extraction	extraction	NOUN
american_scientific_journal-6786	71	9	and	and	CCONJ
american_scientific_journal-6786	71	10	selection	selection	NOUN
american_scientific_journal-6786	71	11	attribute	attribute	NOUN
american_scientific_journal-6786	71	12	together	together	ADV
american_scientific_journal-6786	71	13	.	.	PUNCT
american_scientific_journal-6786	72	1	cui	cui	NOUN
american_scientific_journal-6786	72	2	and	and	CCONJ
american_scientific_journal-6786	72	3	his	his	PRON
american_scientific_journal-6786	72	4	colleagues	colleague	NOUN
american_scientific_journal-6786	72	5	in	in	ADP
american_scientific_journal-6786	72	6	[	[	X
american_scientific_journal-6786	72	7	21	21	NUM
american_scientific_journal-6786	72	8	]	]	X
american_scientific_journal-6786	72	9	american	american	ADJ
american_scientific_journal-6786	72	10	scientific	scientific	ADJ
american_scientific_journal-6786	72	11	research	research	PROPN
american_scientific_journal-6786	72	12	journal	journal	NOUN
american_scientific_journal-6786	72	13	for	for	ADP
american_scientific_journal-6786	72	14	engineering	engineering	NOUN
american_scientific_journal-6786	72	15	,	,	PUNCT
american_scientific_journal-6786	72	16	technology	technology	NOUN
american_scientific_journal-6786	72	17	,	,	PUNCT
american_scientific_journal-6786	72	18	and	and	CCONJ
american_scientific_journal-6786	72	19	sciences	science	NOUN
american_scientific_journal-6786	72	20	(	(	PUNCT
american_scientific_journal-6786	72	21	asrjets	asrjet	NOUN
american_scientific_journal-6786	72	22	)	)	PUNCT
american_scientific_journal-6786	72	23	(	(	PUNCT
american_scientific_journal-6786	72	24	2021	2021	NUM
american_scientific_journal-6786	72	25	)	)	PUNCT
american_scientific_journal-6786	72	26	volume	volume	NOUN
american_scientific_journal-6786	72	27	78	78	NUM
american_scientific_journal-6786	72	28	,	,	PUNCT
american_scientific_journal-6786	72	29	no	no	DET
american_scientific_journal-6786	72	30	1	1	NUM
american_scientific_journal-6786	72	31	,	,	PUNCT
american_scientific_journal-6786	72	32	pp	pp	ADV
american_scientific_journal-6786	72	33	131	131	NUM
american_scientific_journal-6786	72	34	-	-	SYM
american_scientific_journal-6786	72	35	149	149	NUM
american_scientific_journal-6786	72	36	134	134	NUM
american_scientific_journal-6786	72	37	proposed	propose	VERB
american_scientific_journal-6786	72	38	a	a	DET
american_scientific_journal-6786	72	39	method	method	NOUN
american_scientific_journal-6786	72	40	named	name	VERB
american_scientific_journal-6786	72	41	dispersed	disperse	VERB
american_scientific_journal-6786	72	42	maximum	maximum	ADJ
american_scientific_journal-6786	72	43	margin	margin	NOUN
american_scientific_journal-6786	72	44	discrimination	discrimination	NOUN
american_scientific_journal-6786	72	45	analysis	analysis	NOUN
american_scientific_journal-6786	72	46	(	(	PUNCT
american_scientific_journal-6786	72	47	smmda	smmda	PROPN
american_scientific_journal-6786	72	48	)	)	PUNCT
american_scientific_journal-6786	72	49	based	base	VERB
american_scientific_journal-6786	72	50	on	on	ADP
american_scientific_journal-6786	72	51	the	the	DET
american_scientific_journal-6786	72	52	maximum	maximum	ADJ
american_scientific_journal-6786	72	53	margin	margin	NOUN
american_scientific_journal-6786	72	54	criterion	criterion	NOUN
american_scientific_journal-6786	72	55	(	(	PUNCT
american_scientific_journal-6786	72	56	mmc	mmc	X
american_scientific_journal-6786	72	57	)	)	PUNCT
american_scientific_journal-6786	72	58	becoming	become	VERB
american_scientific_journal-6786	72	59	an	an	DET
american_scientific_journal-6786	72	60	extension	extension	NOUN
american_scientific_journal-6786	72	61	of	of	ADP
american_scientific_journal-6786	72	62	the	the	DET
american_scientific_journal-6786	72	63	lda	lda	PROPN
american_scientific_journal-6786	72	64	.	.	PUNCT
american_scientific_journal-6786	73	1	in	in	ADP
american_scientific_journal-6786	73	2	this	this	DET
american_scientific_journal-6786	73	3	method	method	NOUN
american_scientific_journal-6786	73	4	,	,	PUNCT
american_scientific_journal-6786	73	5	a	a	DET
american_scientific_journal-6786	73	6	sparse	sparse	ADJ
american_scientific_journal-6786	73	7	representation	representation	NOUN
american_scientific_journal-6786	73	8	of	of	ADP
american_scientific_journal-6786	73	9	the	the	DET
american_scientific_journal-6786	73	10	data	datum	NOUN
american_scientific_journal-6786	73	11	is	be	AUX
american_scientific_journal-6786	73	12	used	use	VERB
american_scientific_journal-6786	73	13	to	to	PART
american_scientific_journal-6786	73	14	replace	replace	VERB
american_scientific_journal-6786	73	15	the	the	DET
american_scientific_journal-6786	73	16	k	k	NOUN
american_scientific_journal-6786	73	17	-	-	PUNCT
american_scientific_journal-6786	73	18	nearest	near	ADJ
american_scientific_journal-6786	73	19	neighbor	neighbor	NOUN
american_scientific_journal-6786	73	20	technique	technique	NOUN
american_scientific_journal-6786	73	21	.	.	PUNCT
american_scientific_journal-6786	74	1	unlike	unlike	ADP
american_scientific_journal-6786	74	2	mmc	mmc	PROPN
american_scientific_journal-6786	74	3	,	,	PUNCT
american_scientific_journal-6786	74	4	the	the	DET
american_scientific_journal-6786	74	5	method	method	NOUN
american_scientific_journal-6786	74	6	does	do	AUX
american_scientific_journal-6786	74	7	not	not	PART
american_scientific_journal-6786	74	8	need	need	VERB
american_scientific_journal-6786	74	9	the	the	DET
american_scientific_journal-6786	74	10	weighting	weighting	NOUN
american_scientific_journal-6786	74	11	function	function	NOUN
american_scientific_journal-6786	74	12	to	to	PART
american_scientific_journal-6786	74	13	deemphasize	deemphasize	VERB
american_scientific_journal-6786	74	14	the	the	DET
american_scientific_journal-6786	74	15	samples	sample	NOUN
american_scientific_journal-6786	74	16	far	far	ADV
american_scientific_journal-6786	74	17	from	from	ADP
american_scientific_journal-6786	74	18	the	the	DET
american_scientific_journal-6786	74	19	classification	classification	NOUN
american_scientific_journal-6786	74	20	margin	margin	NOUN
american_scientific_journal-6786	74	21	.	.	PUNCT
american_scientific_journal-6786	75	1	to	to	PART
american_scientific_journal-6786	75	2	perform	perform	VERB
american_scientific_journal-6786	75	3	the	the	DET
american_scientific_journal-6786	75	4	gene	gene	NOUN
american_scientific_journal-6786	75	5	selection	selection	NOUN
american_scientific_journal-6786	75	6	,	,	PUNCT
american_scientific_journal-6786	75	7	the	the	DET
american_scientific_journal-6786	75	8	smmda	smmda	NOUN
american_scientific_journal-6786	75	9	is	be	AUX
american_scientific_journal-6786	75	10	applied	apply	VERB
american_scientific_journal-6786	75	11	.	.	PUNCT
american_scientific_journal-6786	76	1	then	then	ADV
american_scientific_journal-6786	76	2	,	,	PUNCT
american_scientific_journal-6786	76	3	for	for	ADP
american_scientific_journal-6786	76	4	each	each	DET
american_scientific_journal-6786	76	5	gene	gene	NOUN
american_scientific_journal-6786	76	6	,	,	PUNCT
american_scientific_journal-6786	76	7	a	a	DET
american_scientific_journal-6786	76	8	calculation	calculation	NOUN
american_scientific_journal-6786	76	9	is	be	AUX
american_scientific_journal-6786	76	10	made	make	VERB
american_scientific_journal-6786	76	11	,	,	PUNCT
american_scientific_journal-6786	76	12	generating	generate	VERB
american_scientific_journal-6786	76	13	a	a	DET
american_scientific_journal-6786	76	14	score	score	NOUN
american_scientific_journal-6786	76	15	.	.	PUNCT
american_scientific_journal-6786	77	1	the	the	DET
american_scientific_journal-6786	77	2	genes	gene	NOUN
american_scientific_journal-6786	77	3	are	be	AUX
american_scientific_journal-6786	77	4	sorted	sort	VERB
american_scientific_journal-6786	77	5	based	base	VERB
american_scientific_journal-6786	77	6	on	on	ADP
american_scientific_journal-6786	77	7	their	their	PRON
american_scientific_journal-6786	77	8	scores	score	NOUN
american_scientific_journal-6786	77	9	in	in	ADP
american_scientific_journal-6786	77	10	descending	descend	VERB
american_scientific_journal-6786	77	11	order	order	NOUN
american_scientific_journal-6786	77	12	,	,	PUNCT
american_scientific_journal-6786	77	13	and	and	CCONJ
american_scientific_journal-6786	77	14	the	the	DET
american_scientific_journal-6786	77	15	first	first	ADJ
american_scientific_journal-6786	77	16	genes	gene	NOUN
american_scientific_journal-6786	77	17	are	be	AUX
american_scientific_journal-6786	77	18	selected	select	VERB
american_scientific_journal-6786	77	19	.	.	PUNCT
american_scientific_journal-6786	78	1	five	five	NUM
american_scientific_journal-6786	78	2	different	different	ADJ
american_scientific_journal-6786	78	3	databases	database	NOUN
american_scientific_journal-6786	78	4	were	be	AUX
american_scientific_journal-6786	78	5	used	use	VERB
american_scientific_journal-6786	78	6	for	for	ADP
american_scientific_journal-6786	78	7	tests	test	NOUN
american_scientific_journal-6786	78	8	from	from	ADP
american_scientific_journal-6786	78	9	the	the	DET
american_scientific_journal-6786	78	10	research	research	NOUN
american_scientific_journal-6786	78	11	(	(	PUNCT
american_scientific_journal-6786	78	12	colon	colon	NOUN
american_scientific_journal-6786	78	13	,	,	PUNCT
american_scientific_journal-6786	78	14	leukemia	leukemia	NOUN
american_scientific_journal-6786	78	15	,	,	PUNCT
american_scientific_journal-6786	78	16	glioma	glioma	NOUN
american_scientific_journal-6786	78	17	,	,	PUNCT
american_scientific_journal-6786	78	18	prostate	prostate	NOUN
american_scientific_journal-6786	78	19	,	,	PUNCT
american_scientific_journal-6786	78	20	and	and	CCONJ
american_scientific_journal-6786	78	21	breast	breast	NOUN
american_scientific_journal-6786	78	22	)	)	PUNCT
american_scientific_journal-6786	78	23	,	,	PUNCT
american_scientific_journal-6786	78	24	and	and	CCONJ
american_scientific_journal-6786	78	25	the	the	DET
american_scientific_journal-6786	78	26	proposed	propose	VERB
american_scientific_journal-6786	78	27	method	method	NOUN
american_scientific_journal-6786	78	28	was	be	AUX
american_scientific_journal-6786	78	29	compared	compare	VERB
american_scientific_journal-6786	78	30	to	to	ADP
american_scientific_journal-6786	78	31	other	other	ADJ
american_scientific_journal-6786	78	32	extraction	extraction	NOUN
american_scientific_journal-6786	78	33	algorithms	algorithm	NOUN
american_scientific_journal-6786	78	34	(	(	PUNCT
american_scientific_journal-6786	78	35	pca	pca	PROPN
american_scientific_journal-6786	78	36	,	,	PUNCT
american_scientific_journal-6786	78	37	lda	lda	PROPN
american_scientific_journal-6786	78	38	,	,	PUNCT
american_scientific_journal-6786	78	39	and	and	CCONJ
american_scientific_journal-6786	78	40	pls	pls	INTJ
american_scientific_journal-6786	78	41	)	)	PUNCT
american_scientific_journal-6786	78	42	,	,	PUNCT
american_scientific_journal-6786	78	43	leading	lead	VERB
american_scientific_journal-6786	78	44	to	to	ADP
american_scientific_journal-6786	78	45	results	result	NOUN
american_scientific_journal-6786	78	46	in	in	ADP
american_scientific_journal-6786	78	47	which	which	PRON
american_scientific_journal-6786	78	48	the	the	DET
american_scientific_journal-6786	78	49	method	method	NOUN
american_scientific_journal-6786	78	50	is	be	AUX
american_scientific_journal-6786	78	51	considered	consider	VERB
american_scientific_journal-6786	78	52	to	to	PART
american_scientific_journal-6786	78	53	be	be	AUX
american_scientific_journal-6786	78	54	efficient	efficient	ADJ
american_scientific_journal-6786	78	55	when	when	SCONJ
american_scientific_journal-6786	78	56	extracting	extract	VERB
american_scientific_journal-6786	78	57	discriminatory	discriminatory	ADJ
american_scientific_journal-6786	78	58	gene	gene	NOUN
american_scientific_journal-6786	78	59	characteristics	characteristic	NOUN
american_scientific_journal-6786	78	60	.	.	PUNCT
american_scientific_journal-6786	79	1	you	you	PRON
american_scientific_journal-6786	79	2	and	and	CCONJ
american_scientific_journal-6786	79	3	his	his	PRON
american_scientific_journal-6786	79	4	colleagues	colleague	NOUN
american_scientific_journal-6786	79	5	in	in	ADP
american_scientific_journal-6786	79	6	[	[	X
american_scientific_journal-6786	79	7	22	22	NUM
american_scientific_journal-6786	79	8	]	]	PUNCT
american_scientific_journal-6786	79	9	proposed	propose	VERB
american_scientific_journal-6786	79	10	a	a	DET
american_scientific_journal-6786	79	11	new	new	ADJ
american_scientific_journal-6786	79	12	local	local	ADJ
american_scientific_journal-6786	79	13	dimension	dimension	NOUN
american_scientific_journal-6786	79	14	reduction	reduction	NOUN
american_scientific_journal-6786	79	15	algorithm	algorithm	NOUN
american_scientific_journal-6786	79	16	named	name	VERB
american_scientific_journal-6786	79	17	totalpls	totalpls	NOUN
american_scientific_journal-6786	79	18	,	,	PUNCT
american_scientific_journal-6786	79	19	which	which	PRON
american_scientific_journal-6786	79	20	operates	operate	VERB
american_scientific_journal-6786	79	21	in	in	ADP
american_scientific_journal-6786	79	22	a	a	DET
american_scientific_journal-6786	79	23	unified	unified	ADJ
american_scientific_journal-6786	79	24	partial	partial	ADJ
american_scientific_journal-6786	79	25	least	least	ADJ
american_scientific_journal-6786	79	26	squares	square	NOUN
american_scientific_journal-6786	79	27	(	(	PUNCT
american_scientific_journal-6786	79	28	pls	pls	INTJ
american_scientific_journal-6786	79	29	)	)	PUNCT
american_scientific_journal-6786	79	30	framework	framework	NOUN
american_scientific_journal-6786	79	31	and	and	CCONJ
american_scientific_journal-6786	79	32	implements	implement	VERB
american_scientific_journal-6786	79	33	an	an	DET
american_scientific_journal-6786	79	34	information	information	NOUN
american_scientific_journal-6786	79	35	fusion	fusion	NOUN
american_scientific_journal-6786	79	36	of	of	ADP
american_scientific_journal-6786	79	37	pls	pls	NOUN
american_scientific_journal-6786	79	38	-	-	PUNCT
american_scientific_journal-6786	79	39	based	base	VERB
american_scientific_journal-6786	79	40	feature	feature	NOUN
american_scientific_journal-6786	79	41	selection	selection	NOUN
american_scientific_journal-6786	79	42	and	and	CCONJ
american_scientific_journal-6786	79	43	feature	feature	NOUN
american_scientific_journal-6786	79	44	extraction	extraction	NOUN
american_scientific_journal-6786	79	45	.	.	PUNCT
american_scientific_journal-6786	80	1	eight	eight	NUM
american_scientific_journal-6786	80	2	cancer	cancer	NOUN
american_scientific_journal-6786	80	3	microarray	microarray	NOUN
american_scientific_journal-6786	80	4	datasets	dataset	NOUN
american_scientific_journal-6786	80	5	were	be	AUX
american_scientific_journal-6786	80	6	used	use	VERB
american_scientific_journal-6786	80	7	for	for	ADP
american_scientific_journal-6786	80	8	the	the	DET
american_scientific_journal-6786	80	9	experiments	experiment	NOUN
american_scientific_journal-6786	80	10	.	.	PUNCT
american_scientific_journal-6786	81	1	the	the	DET
american_scientific_journal-6786	81	2	researchers	researcher	NOUN
american_scientific_journal-6786	81	3	compared	compare	VERB
american_scientific_journal-6786	81	4	the	the	DET
american_scientific_journal-6786	81	5	results	result	NOUN
american_scientific_journal-6786	81	6	in	in	ADP
american_scientific_journal-6786	81	7	terms	term	NOUN
american_scientific_journal-6786	81	8	of	of	ADP
american_scientific_journal-6786	81	9	recognition	recognition	NOUN
american_scientific_journal-6786	81	10	accuracy	accuracy	NOUN
american_scientific_journal-6786	81	11	,	,	PUNCT
american_scientific_journal-6786	81	12	relevance	relevance	NOUN
american_scientific_journal-6786	81	13	,	,	PUNCT
american_scientific_journal-6786	81	14	and	and	CCONJ
american_scientific_journal-6786	81	15	redundancy	redundancy	NOUN
american_scientific_journal-6786	81	16	.	.	PUNCT
american_scientific_journal-6786	82	1	the	the	DET
american_scientific_journal-6786	82	2	multi	multi	ADJ
american_scientific_journal-6786	82	3	-	-	ADJ
american_scientific_journal-6786	82	4	filtration	filtration	ADJ
american_scientific_journal-6786	82	5	feature	feature	NOUN
american_scientific_journal-6786	82	6	selection	selection	NOUN
american_scientific_journal-6786	82	7	(	(	PUNCT
american_scientific_journal-6786	82	8	mffs	mff	NOUN
american_scientific_journal-6786	82	9	)	)	PUNCT
american_scientific_journal-6786	82	10	was	be	AUX
american_scientific_journal-6786	82	11	applied	apply	VERB
american_scientific_journal-6786	82	12	on	on	ADP
american_scientific_journal-6786	82	13	22	22	NUM
american_scientific_journal-6786	82	14	different	different	ADJ
american_scientific_journal-6786	82	15	medical	medical	ADJ
american_scientific_journal-6786	82	16	databases	database	NOUN
american_scientific_journal-6786	82	17	in	in	ADP
american_scientific_journal-6786	82	18	four	four	NUM
american_scientific_journal-6786	82	19	stages	stage	NOUN
american_scientific_journal-6786	82	20	:	:	PUNCT
american_scientific_journal-6786	82	21	first	first	ADV
american_scientific_journal-6786	82	22	,	,	PUNCT
american_scientific_journal-6786	82	23	the	the	DET
american_scientific_journal-6786	82	24	pca	pca	PROPN
american_scientific_journal-6786	82	25	(	(	PUNCT
american_scientific_journal-6786	82	26	principal	principal	ADJ
american_scientific_journal-6786	82	27	component	component	NOUN
american_scientific_journal-6786	82	28	analysis	analysis	NOUN
american_scientific_journal-6786	82	29	)	)	PUNCT
american_scientific_journal-6786	82	30	method	method	NOUN
american_scientific_journal-6786	82	31	was	be	AUX
american_scientific_journal-6786	82	32	proposed	propose	VERB
american_scientific_journal-6786	82	33	by	by	ADP
american_scientific_journal-6786	82	34	sasikala	sasikala	NOUN
american_scientific_journal-6786	82	35	and	and	CCONJ
american_scientific_journal-6786	82	36	his	his	PRON
american_scientific_journal-6786	82	37	colleagues	colleague	NOUN
american_scientific_journal-6786	82	38	in	in	ADP
american_scientific_journal-6786	82	39	[	[	X
american_scientific_journal-6786	82	40	23	23	NUM
american_scientific_journal-6786	82	41	]	]	PUNCT
american_scientific_journal-6786	82	42	to	to	PART
american_scientific_journal-6786	82	43	extract	extract	VERB
american_scientific_journal-6786	82	44	the	the	DET
american_scientific_journal-6786	82	45	most	most	ADV
american_scientific_journal-6786	82	46	relevant	relevant	ADJ
american_scientific_journal-6786	82	47	attributes	attribute	NOUN
american_scientific_journal-6786	82	48	.	.	PUNCT
american_scientific_journal-6786	83	1	then	then	ADV
american_scientific_journal-6786	83	2	,	,	PUNCT
american_scientific_journal-6786	83	3	it	it	PRON
american_scientific_journal-6786	83	4	was	be	AUX
american_scientific_journal-6786	83	5	applied	apply	VERB
american_scientific_journal-6786	83	6	the	the	DET
american_scientific_journal-6786	83	7	cfs	cfs	NOUN
american_scientific_journal-6786	83	8	(	(	PUNCT
american_scientific_journal-6786	83	9	correlation	correlation	NOUN
american_scientific_journal-6786	83	10	-	-	PUNCT
american_scientific_journal-6786	83	11	based	base	VERB
american_scientific_journal-6786	83	12	feature	feature	NOUN
american_scientific_journal-6786	83	13	selection	selection	NOUN
american_scientific_journal-6786	83	14	)	)	PUNCT
american_scientific_journal-6786	83	15	to	to	PART
american_scientific_journal-6786	83	16	select	select	VERB
american_scientific_journal-6786	83	17	the	the	DET
american_scientific_journal-6786	83	18	features	feature	NOUN
american_scientific_journal-6786	83	19	.	.	PUNCT
american_scientific_journal-6786	84	1	in	in	ADP
american_scientific_journal-6786	84	2	the	the	DET
american_scientific_journal-6786	84	3	third	third	ADJ
american_scientific_journal-6786	84	4	stage	stage	NOUN
american_scientific_journal-6786	84	5	,	,	PUNCT
american_scientific_journal-6786	84	6	the	the	DET
american_scientific_journal-6786	84	7	attribute	attribute	NOUN
american_scientific_journal-6786	84	8	was	be	AUX
american_scientific_journal-6786	84	9	evaluated	evaluate	VERB
american_scientific_journal-6786	84	10	using	use	VERB
american_scientific_journal-6786	84	11	the	the	DET
american_scientific_journal-6786	84	12	symmetrical	symmetrical	ADJ
american_scientific_journal-6786	84	13	uncertainty	uncertainty	NOUN
american_scientific_journal-6786	84	14	(	(	PUNCT
american_scientific_journal-6786	84	15	su	su	NOUN
american_scientific_journal-6786	84	16	)	)	PUNCT
american_scientific_journal-6786	84	17	.	.	PUNCT
american_scientific_journal-6786	85	1	in	in	ADP
american_scientific_journal-6786	85	2	the	the	DET
american_scientific_journal-6786	85	3	fourth	fourth	ADJ
american_scientific_journal-6786	85	4	stage	stage	NOUN
american_scientific_journal-6786	85	5	,	,	PUNCT
american_scientific_journal-6786	85	6	classifiers	classifier	NOUN
american_scientific_journal-6786	85	7	algorithms	algorithm	NOUN
american_scientific_journal-6786	85	8	were	be	AUX
american_scientific_journal-6786	85	9	applied	apply	VERB
american_scientific_journal-6786	85	10	.	.	PUNCT
american_scientific_journal-6786	86	1	the	the	DET
american_scientific_journal-6786	86	2	results	result	NOUN
american_scientific_journal-6786	86	3	were	be	AUX
american_scientific_journal-6786	86	4	rebuilding	rebuild	VERB
american_scientific_journal-6786	86	5	those	those	DET
american_scientific_journal-6786	86	6	ranks	rank	NOUN
american_scientific_journal-6786	86	7	to	to	PART
american_scientific_journal-6786	86	8	ensure	ensure	VERB
american_scientific_journal-6786	86	9	that	that	SCONJ
american_scientific_journal-6786	86	10	any	any	DET
american_scientific_journal-6786	86	11	overvaluation	overvaluation	NOUN
american_scientific_journal-6786	86	12	had	have	AUX
american_scientific_journal-6786	86	13	been	be	AUX
american_scientific_journal-6786	86	14	withdrawn	withdraw	VERB
american_scientific_journal-6786	86	15	and	and	CCONJ
american_scientific_journal-6786	86	16	,	,	PUNCT
american_scientific_journal-6786	86	17	lastly	lastly	ADV
american_scientific_journal-6786	86	18	,	,	PUNCT
american_scientific_journal-6786	86	19	ranking	ranking	NOUN
american_scientific_journal-6786	86	20	.	.	PUNCT
american_scientific_journal-6786	87	1	the	the	DET
american_scientific_journal-6786	87	2	method	method	NOUN
american_scientific_journal-6786	87	3	has	have	AUX
american_scientific_journal-6786	87	4	become	become	VERB
american_scientific_journal-6786	87	5	quite	quite	ADV
american_scientific_journal-6786	87	6	effective	effective	ADJ
american_scientific_journal-6786	87	7	among	among	ADP
american_scientific_journal-6786	87	8	other	other	ADJ
american_scientific_journal-6786	87	9	selection	selection	NOUN
american_scientific_journal-6786	87	10	methods	method	NOUN
american_scientific_journal-6786	87	11	and	and	CCONJ
american_scientific_journal-6786	87	12	has	have	AUX
american_scientific_journal-6786	87	13	even	even	ADV
american_scientific_journal-6786	87	14	presented	present	VERB
american_scientific_journal-6786	87	15	the	the	DET
american_scientific_journal-6786	87	16	best	good	ADJ
american_scientific_journal-6786	87	17	precision	precision	NOUN
american_scientific_journal-6786	87	18	.	.	PUNCT
american_scientific_journal-6786	88	1	badaoui	badaoui	PROPN
american_scientific_journal-6786	88	2	and	and	CCONJ
american_scientific_journal-6786	88	3	his	his	PRON
american_scientific_journal-6786	88	4	colleagues	colleague	NOUN
american_scientific_journal-6786	88	5	in	in	ADP
american_scientific_journal-6786	88	6	[	[	X
american_scientific_journal-6786	88	7	24	24	NUM
american_scientific_journal-6786	88	8	]	]	PUNCT
american_scientific_journal-6786	88	9	proposed	propose	VERB
american_scientific_journal-6786	88	10	a	a	DET
american_scientific_journal-6786	88	11	processing	processing	NOUN
american_scientific_journal-6786	88	12	approach	approach	NOUN
american_scientific_journal-6786	88	13	that	that	PRON
american_scientific_journal-6786	88	14	is	be	AUX
american_scientific_journal-6786	88	15	structured	structure	VERB
american_scientific_journal-6786	88	16	on	on	ADP
american_scientific_journal-6786	88	17	feature	feature	NOUN
american_scientific_journal-6786	88	18	extraction	extraction	NOUN
american_scientific_journal-6786	88	19	and	and	CCONJ
american_scientific_journal-6786	88	20	selection	selection	NOUN
american_scientific_journal-6786	88	21	.	.	PUNCT
american_scientific_journal-6786	89	1	the	the	DET
american_scientific_journal-6786	89	2	attribute	attribute	NOUN
american_scientific_journal-6786	89	3	extraction	extraction	NOUN
american_scientific_journal-6786	89	4	uses	use	VERB
american_scientific_journal-6786	89	5	linear	linear	PROPN
american_scientific_journal-6786	89	6	discriminant	discriminant	ADJ
american_scientific_journal-6786	89	7	analysis	analysis	NOUN
american_scientific_journal-6786	89	8	method	method	NOUN
american_scientific_journal-6786	89	9	(	(	PUNCT
american_scientific_journal-6786	89	10	lda	lda	PROPN
american_scientific_journal-6786	89	11	)	)	PUNCT
american_scientific_journal-6786	89	12	,	,	PUNCT
american_scientific_journal-6786	89	13	while	while	SCONJ
american_scientific_journal-6786	89	14	the	the	DET
american_scientific_journal-6786	89	15	selection	selection	NOUN
american_scientific_journal-6786	89	16	consists	consist	VERB
american_scientific_journal-6786	89	17	of	of	ADP
american_scientific_journal-6786	89	18	eliminating	eliminate	VERB
american_scientific_journal-6786	89	19	redundant	redundant	ADJ
american_scientific_journal-6786	89	20	or	or	CCONJ
american_scientific_journal-6786	89	21	irrelevant	irrelevant	ADJ
american_scientific_journal-6786	89	22	variables	variable	NOUN
american_scientific_journal-6786	89	23	using	use	VERB
american_scientific_journal-6786	89	24	some	some	DET
american_scientific_journal-6786	89	25	adapted	adapt	VERB
american_scientific_journal-6786	89	26	techniques	technique	NOUN
american_scientific_journal-6786	89	27	of	of	ADP
american_scientific_journal-6786	89	28	discriminant	discriminant	ADJ
american_scientific_journal-6786	89	29	analysis	analysis	NOUN
american_scientific_journal-6786	89	30	.	.	PUNCT
american_scientific_journal-6786	90	1	the	the	DET
american_scientific_journal-6786	90	2	approach	approach	NOUN
american_scientific_journal-6786	90	3	is	be	AUX
american_scientific_journal-6786	90	4	tested	test	VERB
american_scientific_journal-6786	90	5	on	on	ADP
american_scientific_journal-6786	90	6	three	three	NUM
american_scientific_journal-6786	90	7	microarray	microarray	NOUN
american_scientific_journal-6786	90	8	databases	database	NOUN
american_scientific_journal-6786	90	9	.	.	PUNCT
american_scientific_journal-6786	91	1	the	the	DET
american_scientific_journal-6786	91	2	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	91	3	reduction	reduction	NOUN
american_scientific_journal-6786	91	4	technique	technique	NOUN
american_scientific_journal-6786	91	5	based	base	VERB
american_scientific_journal-6786	91	6	on	on	ADP
american_scientific_journal-6786	91	7	the	the	DET
american_scientific_journal-6786	91	8	fuzzy	fuzzy	ADJ
american_scientific_journal-6786	91	9	-	-	PUNCT
american_scientific_journal-6786	91	10	rough	rough	ADJ
american_scientific_journal-6786	91	11	theory	theory	NOUN
american_scientific_journal-6786	91	12	was	be	AUX
american_scientific_journal-6786	91	13	proposed	propose	VERB
american_scientific_journal-6786	91	14	by	by	ADP
american_scientific_journal-6786	91	15	[	[	X
american_scientific_journal-6786	91	16	25	25	NUM
american_scientific_journal-6786	91	17	]	]	PUNCT
american_scientific_journal-6786	91	18	.	.	PUNCT
american_scientific_journal-6786	92	1	depending	depend	VERB
american_scientific_journal-6786	92	2	on	on	ADP
american_scientific_journal-6786	92	3	the	the	DET
american_scientific_journal-6786	92	4	criterion	criterion	NOUN
american_scientific_journal-6786	92	5	to	to	PART
american_scientific_journal-6786	92	6	be	be	AUX
american_scientific_journal-6786	92	7	adopted	adopt	VERB
american_scientific_journal-6786	92	8	by	by	ADP
american_scientific_journal-6786	92	9	the	the	DET
american_scientific_journal-6786	92	10	algorithm	algorithm	NOUN
american_scientific_journal-6786	92	11	,	,	PUNCT
american_scientific_journal-6786	92	12	it	it	PRON
american_scientific_journal-6786	92	13	can	can	AUX
american_scientific_journal-6786	92	14	extract	extract	VERB
american_scientific_journal-6786	92	15	and	and	CCONJ
american_scientific_journal-6786	92	16	select	select	ADJ
american_scientific_journal-6786	92	17	characteristics	characteristic	NOUN
american_scientific_journal-6786	92	18	simultaneously	simultaneously	ADV
american_scientific_journal-6786	92	19	.	.	PUNCT
american_scientific_journal-6786	93	1	first	first	ADV
american_scientific_journal-6786	93	2	,	,	PUNCT
american_scientific_journal-6786	93	3	a	a	DET
american_scientific_journal-6786	93	4	calculation	calculation	NOUN
american_scientific_journal-6786	93	5	is	be	AUX
american_scientific_journal-6786	93	6	done	do	VERB
american_scientific_journal-6786	93	7	to	to	PART
american_scientific_journal-6786	93	8	know	know	VERB
american_scientific_journal-6786	93	9	how	how	SCONJ
american_scientific_journal-6786	93	10	important	important	ADJ
american_scientific_journal-6786	93	11	a	a	DET
american_scientific_journal-6786	93	12	characteristic	characteristic	NOUN
american_scientific_journal-6786	93	13	is	be	AUX
american_scientific_journal-6786	93	14	erasing	erase	VERB
american_scientific_journal-6786	93	15	redundant	redundant	ADJ
american_scientific_journal-6786	93	16	or	or	CCONJ
american_scientific_journal-6786	93	17	insignificant	insignificant	ADJ
american_scientific_journal-6786	93	18	data	datum	NOUN
american_scientific_journal-6786	93	19	through	through	ADP
american_scientific_journal-6786	93	20	mathematical	mathematical	ADJ
american_scientific_journal-6786	93	21	calculation	calculation	NOUN
american_scientific_journal-6786	93	22	.	.	PUNCT
american_scientific_journal-6786	94	1	subsequently	subsequently	ADV
american_scientific_journal-6786	94	2	,	,	PUNCT
american_scientific_journal-6786	94	3	using	use	VERB
american_scientific_journal-6786	94	4	the	the	DET
american_scientific_journal-6786	94	5	extraction	extraction	NOUN
american_scientific_journal-6786	94	6	or	or	CCONJ
american_scientific_journal-6786	94	7	selection	selection	NOUN
american_scientific_journal-6786	94	8	of	of	ADP
american_scientific_journal-6786	94	9	features	feature	NOUN
american_scientific_journal-6786	94	10	,	,	PUNCT
american_scientific_journal-6786	94	11	a	a	DET
american_scientific_journal-6786	94	12	new	new	ADJ
american_scientific_journal-6786	94	13	low	low	ADJ
american_scientific_journal-6786	94	14	base	base	NOUN
american_scientific_journal-6786	94	15	is	be	AUX
american_scientific_journal-6786	94	16	generated	generate	VERB
american_scientific_journal-6786	94	17	(	(	PUNCT
american_scientific_journal-6786	94	18	if	if	SCONJ
american_scientific_journal-6786	94	19	the	the	DET
american_scientific_journal-6786	94	20	new	new	ADJ
american_scientific_journal-6786	94	21	generation	generation	NOUN
american_scientific_journal-6786	94	22	base	base	NOUN
american_scientific_journal-6786	94	23	is	be	AUX
american_scientific_journal-6786	94	24	not	not	PART
american_scientific_journal-6786	94	25	enough	enough	ADJ
american_scientific_journal-6786	94	26	,	,	PUNCT
american_scientific_journal-6786	94	27	new	new	ADJ
american_scientific_journal-6786	94	28	characteristics	characteristic	NOUN
american_scientific_journal-6786	94	29	are	be	AUX
american_scientific_journal-6786	94	30	generated	generate	VERB
american_scientific_journal-6786	94	31	,	,	PUNCT
american_scientific_journal-6786	94	32	or	or	CCONJ
american_scientific_journal-6786	94	33	some	some	PRON
american_scientific_journal-6786	94	34	are	be	AUX
american_scientific_journal-6786	94	35	removed	remove	VERB
american_scientific_journal-6786	94	36	)	)	PUNCT
american_scientific_journal-6786	94	37	.	.	PUNCT
american_scientific_journal-6786	95	1	for	for	ADP
american_scientific_journal-6786	95	2	the	the	DET
american_scientific_journal-6786	95	3	tests	test	NOUN
american_scientific_journal-6786	95	4	,	,	PUNCT
american_scientific_journal-6786	95	5	many	many	ADJ
american_scientific_journal-6786	95	6	bases	basis	NOUN
american_scientific_journal-6786	95	7	were	be	AUX
american_scientific_journal-6786	95	8	used	use	VERB
american_scientific_journal-6786	95	9	(	(	PUNCT
american_scientific_journal-6786	95	10	two	two	NUM
american_scientific_journal-6786	95	11	bases	basis	NOUN
american_scientific_journal-6786	95	12	of	of	ADP
american_scientific_journal-6786	95	13	breast	breast	NOUN
american_scientific_journal-6786	95	14	cancer	cancer	NOUN
american_scientific_journal-6786	95	15	,	,	PUNCT
american_scientific_journal-6786	95	16	two	two	NUM
american_scientific_journal-6786	95	17	of	of	ADP
american_scientific_journal-6786	95	18	leukemia	leukemia	NOUN
american_scientific_journal-6786	95	19	,	,	PUNCT
american_scientific_journal-6786	95	20	sat	sit	VERB
american_scientific_journal-6786	95	21	image	image	NOUN
american_scientific_journal-6786	95	22	,	,	PUNCT
american_scientific_journal-6786	95	23	colon	colon	NOUN
american_scientific_journal-6786	95	24	cancer	cancer	NOUN
american_scientific_journal-6786	95	25	,	,	PUNCT
american_scientific_journal-6786	95	26	lung	lung	NOUN
american_scientific_journal-6786	95	27	cancer	cancer	NOUN
american_scientific_journal-6786	95	28	,	,	PUNCT
american_scientific_journal-6786	95	29	isolet	isolet	NOUN
american_scientific_journal-6786	95	30	,	,	PUNCT
american_scientific_journal-6786	95	31	multiple	multiple	ADJ
american_scientific_journal-6786	95	32	features	feature	NOUN
american_scientific_journal-6786	95	33	,	,	PUNCT
american_scientific_journal-6786	95	34	and	and	CCONJ
american_scientific_journal-6786	95	35	segmentation	segmentation	NOUN
american_scientific_journal-6786	95	36	)	)	PUNCT
american_scientific_journal-6786	95	37	and	and	CCONJ
american_scientific_journal-6786	95	38	applied	apply	VERB
american_scientific_journal-6786	95	39	on	on	ADP
american_scientific_journal-6786	95	40	classification	classification	NOUN
american_scientific_journal-6786	95	41	algorithms	algorithm	NOUN
american_scientific_journal-6786	95	42	(	(	PUNCT
american_scientific_journal-6786	95	43	svm	svm	PROPN
american_scientific_journal-6786	95	44	,	,	PUNCT
american_scientific_journal-6786	95	45	knn	knn	PROPN
american_scientific_journal-6786	95	46	,	,	PUNCT
american_scientific_journal-6786	95	47	and	and	CCONJ
american_scientific_journal-6786	95	48	decision	decision	NOUN
american_scientific_journal-6786	95	49	tree	tree	NOUN
american_scientific_journal-6786	95	50	c4.5	c4.5	PROPN
american_scientific_journal-6786	95	51	)	)	PUNCT
american_scientific_journal-6786	95	52	.	.	PUNCT
american_scientific_journal-6786	96	1	the	the	DET
american_scientific_journal-6786	96	2	results	result	NOUN
american_scientific_journal-6786	96	3	showed	show	VERB
american_scientific_journal-6786	96	4	that	that	SCONJ
american_scientific_journal-6786	96	5	the	the	DET
american_scientific_journal-6786	96	6	proposed	propose	VERB
american_scientific_journal-6786	96	7	method	method	NOUN
american_scientific_journal-6786	96	8	is	be	AUX
american_scientific_journal-6786	96	9	efficient	efficient	ADJ
american_scientific_journal-6786	96	10	compared	compare	VERB
american_scientific_journal-6786	96	11	to	to	ADP
american_scientific_journal-6786	96	12	algorithms	algorithm	NOUN
american_scientific_journal-6786	96	13	with	with	ADP
american_scientific_journal-6786	96	14	the	the	DET
american_scientific_journal-6786	96	15	same	same	ADJ
american_scientific_journal-6786	96	16	proposal	proposal	NOUN
american_scientific_journal-6786	96	17	.	.	PUNCT
american_scientific_journal-6786	97	1	3	3	X
american_scientific_journal-6786	97	2	.	.	X
american_scientific_journal-6786	97	3	methodology	methodology	NOUN
american_scientific_journal-6786	97	4	of	of	ADP
american_scientific_journal-6786	97	5	experiments	experiment	NOUN
american_scientific_journal-6786	97	6	the	the	DET
american_scientific_journal-6786	97	7	proposed	propose	VERB
american_scientific_journal-6786	97	8	approach	approach	NOUN
american_scientific_journal-6786	97	9	consists	consist	VERB
american_scientific_journal-6786	97	10	of	of	ADP
american_scientific_journal-6786	97	11	the	the	DET
american_scientific_journal-6786	97	12	joint	joint	NOUN
american_scientific_journal-6786	97	13	of	of	ADP
american_scientific_journal-6786	97	14	the	the	DET
american_scientific_journal-6786	97	15	attributes	attribute	NOUN
american_scientific_journal-6786	97	16	extraction	extraction	NOUN
american_scientific_journal-6786	97	17	(	(	PUNCT
american_scientific_journal-6786	97	18	random	random	ADJ
american_scientific_journal-6786	97	19	projection	projection	NOUN
american_scientific_journal-6786	97	20	)	)	PUNCT
american_scientific_journal-6786	97	21	and	and	CCONJ
american_scientific_journal-6786	97	22	attributes	attribute	VERB
american_scientific_journal-6786	97	23	selection	selection	NOUN
american_scientific_journal-6786	97	24	(	(	PUNCT
american_scientific_journal-6786	97	25	filter	filter	NOUN
american_scientific_journal-6786	97	26	and	and	CCONJ
american_scientific_journal-6786	97	27	wrapper	wrapper	NOUN
american_scientific_journal-6786	97	28	)	)	PUNCT
american_scientific_journal-6786	97	29	to	to	PART
american_scientific_journal-6786	97	30	reduce	reduce	VERB
american_scientific_journal-6786	97	31	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	97	32	,	,	PUNCT
american_scientific_journal-6786	97	33	as	as	SCONJ
american_scientific_journal-6786	97	34	illustrated	illustrate	VERB
american_scientific_journal-6786	97	35	in	in	ADP
american_scientific_journal-6786	97	36	figure	figure	NOUN
american_scientific_journal-6786	97	37	1	1	NUM
american_scientific_journal-6786	97	38	.	.	PUNCT
american_scientific_journal-6786	98	1	in	in	ADP
american_scientific_journal-6786	98	2	this	this	DET
american_scientific_journal-6786	98	3	work	work	NOUN
american_scientific_journal-6786	98	4	,	,	PUNCT
american_scientific_journal-6786	98	5	five	five	NUM
american_scientific_journal-6786	98	6	microarray	microarray	NOUN
american_scientific_journal-6786	98	7	databases	database	NOUN
american_scientific_journal-6786	98	8	(	(	PUNCT
american_scientific_journal-6786	98	9	see	see	VERB
american_scientific_journal-6786	98	10	table	table	NOUN
american_scientific_journal-6786	98	11	1	1	NUM
american_scientific_journal-6786	98	12	)	)	PUNCT
american_scientific_journal-6786	98	13	were	be	AUX
american_scientific_journal-6786	98	14	submitted	submit	VERB
american_scientific_journal-6786	98	15	to	to	ADP
american_scientific_journal-6786	98	16	four	four	NUM
american_scientific_journal-6786	98	17	classifiers	classifier	NOUN
american_scientific_journal-6786	98	18	:	:	PUNCT
american_scientific_journal-6786	98	19	naïve	naïve	ADJ
american_scientific_journal-6786	98	20	bayes	bayes	NOUN
american_scientific_journal-6786	98	21	,	,	PUNCT
american_scientific_journal-6786	98	22	c4.5	c4.5	PROPN
american_scientific_journal-6786	98	23	,	,	PUNCT
american_scientific_journal-6786	98	24	svm	svm	NOUN
american_scientific_journal-6786	98	25	,	,	PUNCT
american_scientific_journal-6786	98	26	and	and	CCONJ
american_scientific_journal-6786	98	27	k	k	X
american_scientific_journal-6786	98	28	-	-	PUNCT
american_scientific_journal-6786	98	29	nn	nn	PROPN
american_scientific_journal-6786	98	30	(	(	PUNCT
american_scientific_journal-6786	98	31	for	for	ADP
american_scientific_journal-6786	98	32	k=1	k=1	PROPN
american_scientific_journal-6786	98	33	,	,	PUNCT
american_scientific_journal-6786	98	34	k=3	k=3	X
american_scientific_journal-6786	98	35	,	,	PUNCT
american_scientific_journal-6786	98	36	k=5	k=5	PROPN
american_scientific_journal-6786	98	37	,	,	PUNCT
american_scientific_journal-6786	98	38	and	and	CCONJ
american_scientific_journal-6786	98	39	k=7	k=7	PROPN
american_scientific_journal-6786	98	40	)	)	PUNCT
american_scientific_journal-6786	99	1	[	[	X
american_scientific_journal-6786	99	2	4	4	X
american_scientific_journal-6786	99	3	]	]	PUNCT
american_scientific_journal-6786	99	4	as	as	ADP
american_scientific_journal-6786	99	5	a	a	DET
american_scientific_journal-6786	99	6	way	way	NOUN
american_scientific_journal-6786	99	7	to	to	PART
american_scientific_journal-6786	99	8	compare	compare	VERB
american_scientific_journal-6786	99	9	the	the	DET
american_scientific_journal-6786	99	10	classification	classification	NOUN
american_scientific_journal-6786	99	11	rate	rate	NOUN
american_scientific_journal-6786	99	12	of	of	ADP
american_scientific_journal-6786	99	13	the	the	DET
american_scientific_journal-6786	99	14	classifier	classifier	NOUN
american_scientific_journal-6786	99	15	using	use	VERB
american_scientific_journal-6786	99	16	all	all	DET
american_scientific_journal-6786	99	17	attributes	attribute	NOUN
american_scientific_journal-6786	99	18	.	.	PUNCT
american_scientific_journal-6786	100	1	american	american	ADJ
american_scientific_journal-6786	100	2	scientific	scientific	ADJ
american_scientific_journal-6786	100	3	research	research	PROPN
american_scientific_journal-6786	100	4	journal	journal	NOUN
american_scientific_journal-6786	100	5	for	for	ADP
american_scientific_journal-6786	100	6	engineering	engineering	NOUN
american_scientific_journal-6786	100	7	,	,	PUNCT
american_scientific_journal-6786	100	8	technology	technology	NOUN
american_scientific_journal-6786	100	9	,	,	PUNCT
american_scientific_journal-6786	100	10	and	and	CCONJ
american_scientific_journal-6786	100	11	sciences	science	NOUN
american_scientific_journal-6786	100	12	(	(	PUNCT
american_scientific_journal-6786	100	13	asrjets	asrjet	NOUN
american_scientific_journal-6786	100	14	)	)	PUNCT
american_scientific_journal-6786	100	15	(	(	PUNCT
american_scientific_journal-6786	100	16	2021	2021	NUM
american_scientific_journal-6786	100	17	)	)	PUNCT
american_scientific_journal-6786	100	18	volume	volume	NOUN
american_scientific_journal-6786	100	19	78	78	NUM
american_scientific_journal-6786	100	20	,	,	PUNCT
american_scientific_journal-6786	100	21	no	no	DET
american_scientific_journal-6786	100	22	1	1	NUM
american_scientific_journal-6786	100	23	,	,	PUNCT
american_scientific_journal-6786	100	24	pp	pp	ADV
american_scientific_journal-6786	100	25	131	131	NUM
american_scientific_journal-6786	100	26	-	-	SYM
american_scientific_journal-6786	100	27	149	149	NUM
american_scientific_journal-6786	100	28	135	135	NUM
american_scientific_journal-6786	100	29	figure	figure	NOUN
american_scientific_journal-6786	100	30	1	1	NUM
american_scientific_journal-6786	100	31	:	:	PUNCT
american_scientific_journal-6786	100	32	general	general	ADJ
american_scientific_journal-6786	100	33	approach	approach	NOUN
american_scientific_journal-6786	100	34	to	to	ADP
american_scientific_journal-6786	100	35	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	100	36	reduction	reduction	NOUN
american_scientific_journal-6786	100	37	.	.	PUNCT
american_scientific_journal-6786	101	1	the	the	DET
american_scientific_journal-6786	101	2	databases	database	NOUN
american_scientific_journal-6786	101	3	are	be	AUX
american_scientific_journal-6786	101	4	the	the	DET
american_scientific_journal-6786	101	5	input	input	NOUN
american_scientific_journal-6786	101	6	for	for	ADP
american_scientific_journal-6786	101	7	the	the	DET
american_scientific_journal-6786	101	8	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	101	9	reduction	reduction	NOUN
american_scientific_journal-6786	101	10	process	process	NOUN
american_scientific_journal-6786	101	11	.	.	PUNCT
american_scientific_journal-6786	102	1	after	after	SCONJ
american_scientific_journal-6786	102	2	all	all	DET
american_scientific_journal-6786	102	3	attributes	attribute	NOUN
american_scientific_journal-6786	102	4	from	from	ADP
american_scientific_journal-6786	102	5	databases	database	NOUN
american_scientific_journal-6786	102	6	are	be	AUX
american_scientific_journal-6786	102	7	applied	apply	VERB
american_scientific_journal-6786	102	8	on	on	ADP
american_scientific_journal-6786	102	9	the	the	DET
american_scientific_journal-6786	102	10	random	random	ADJ
american_scientific_journal-6786	102	11	projection	projection	NOUN
american_scientific_journal-6786	102	12	,	,	PUNCT
american_scientific_journal-6786	102	13	it	it	PRON
american_scientific_journal-6786	102	14	generates	generate	VERB
american_scientific_journal-6786	102	15	the	the	DET
american_scientific_journal-6786	102	16	transformed	transform	VERB
american_scientific_journal-6786	102	17	ones	one	NOUN
american_scientific_journal-6786	102	18	.	.	PUNCT
american_scientific_journal-6786	103	1	these	these	DET
american_scientific_journal-6786	103	2	attributes	attribute	NOUN
american_scientific_journal-6786	103	3	are	be	AUX
american_scientific_journal-6786	103	4	applied	apply	VERB
american_scientific_journal-6786	103	5	to	to	ADP
american_scientific_journal-6786	103	6	the	the	DET
american_scientific_journal-6786	103	7	attribute	attribute	NOUN
american_scientific_journal-6786	103	8	selection	selection	NOUN
american_scientific_journal-6786	103	9	algorithms	algorithm	NOUN
american_scientific_journal-6786	103	10	.	.	PUNCT
american_scientific_journal-6786	104	1	the	the	DET
american_scientific_journal-6786	104	2	new	new	ADJ
american_scientific_journal-6786	104	3	subsets	subset	NOUN
american_scientific_journal-6786	104	4	are	be	AUX
american_scientific_journal-6786	104	5	generated	generate	VERB
american_scientific_journal-6786	104	6	and	and	CCONJ
american_scientific_journal-6786	104	7	used	use	VERB
american_scientific_journal-6786	104	8	on	on	ADP
american_scientific_journal-6786	104	9	the	the	DET
american_scientific_journal-6786	104	10	classification	classification	NOUN
american_scientific_journal-6786	104	11	algorithms	algorithm	NOUN
american_scientific_journal-6786	104	12	for	for	ADP
american_scientific_journal-6786	104	13	evaluation	evaluation	NOUN
american_scientific_journal-6786	104	14	results	result	NOUN
american_scientific_journal-6786	104	15	.	.	PUNCT
american_scientific_journal-6786	105	1	table	table	NOUN
american_scientific_journal-6786	105	2	1	1	NUM
american_scientific_journal-6786	105	3	:	:	PUNCT
american_scientific_journal-6786	105	4	characteristics	characteristic	NOUN
american_scientific_journal-6786	105	5	of	of	ADP
american_scientific_journal-6786	105	6	databases	database	NOUN
american_scientific_journal-6786	105	7	databases	database	VERB
american_scientific_journal-6786	105	8	samples	sample	NOUN
american_scientific_journal-6786	105	9	attributes	attribute	VERB
american_scientific_journal-6786	105	10	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	105	11	47	47	NUM
american_scientific_journal-6786	105	12	4026	4026	NUM
american_scientific_journal-6786	105	13	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	105	14	-	-	PUNCT
american_scientific_journal-6786	105	15	tumor	tumor	NOUN
american_scientific_journal-6786	105	16	77	77	NUM
american_scientific_journal-6786	105	17	7129	7129	NUM
american_scientific_journal-6786	105	18	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	105	19	-	-	PUNCT
american_scientific_journal-6786	105	20	outcome	outcome	NOUN
american_scientific_journal-6786	105	21	58	58	NUM
american_scientific_journal-6786	105	22	7129	7129	NUM
american_scientific_journal-6786	105	23	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	105	24	-	-	PUNCT
american_scientific_journal-6786	105	25	nih	nih	NOUN
american_scientific_journal-6786	105	26	71	71	NUM
american_scientific_journal-6786	105	27	7129	7129	NUM
american_scientific_journal-6786	105	28	aml	aml	NOUN
american_scientific_journal-6786	105	29	-	-	PUNCT
american_scientific_journal-6786	105	30	all	all	DET
american_scientific_journal-6786	105	31	240	240	NUM
american_scientific_journal-6786	105	32	7399	7399	NUM
american_scientific_journal-6786	105	33	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	105	34	47	47	NUM
american_scientific_journal-6786	105	35	4026	4026	NUM
american_scientific_journal-6786	105	36	these	these	DET
american_scientific_journal-6786	105	37	attributes	attribute	NOUN
american_scientific_journal-6786	105	38	are	be	AUX
american_scientific_journal-6786	105	39	applied	apply	VERB
american_scientific_journal-6786	105	40	to	to	ADP
american_scientific_journal-6786	105	41	attribute	attribute	NOUN
american_scientific_journal-6786	105	42	selection	selection	NOUN
american_scientific_journal-6786	105	43	algorithms	algorithm	NOUN
american_scientific_journal-6786	105	44	.	.	PUNCT
american_scientific_journal-6786	106	1	the	the	DET
american_scientific_journal-6786	106	2	new	new	ADJ
american_scientific_journal-6786	106	3	attribute	attribute	NOUN
american_scientific_journal-6786	106	4	subsets	subset	NOUN
american_scientific_journal-6786	106	5	are	be	AUX
american_scientific_journal-6786	106	6	generated	generate	VERB
american_scientific_journal-6786	106	7	and	and	CCONJ
american_scientific_journal-6786	106	8	used	use	VERB
american_scientific_journal-6786	106	9	on	on	ADP
american_scientific_journal-6786	106	10	the	the	DET
american_scientific_journal-6786	106	11	classification	classification	NOUN
american_scientific_journal-6786	106	12	algorithms	algorithm	NOUN
american_scientific_journal-6786	106	13	for	for	ADP
american_scientific_journal-6786	106	14	evaluation	evaluation	NOUN
american_scientific_journal-6786	106	15	of	of	ADP
american_scientific_journal-6786	106	16	the	the	DET
american_scientific_journal-6786	106	17	results	result	NOUN
american_scientific_journal-6786	106	18	.	.	PUNCT
american_scientific_journal-6786	107	1	figure	figure	NOUN
american_scientific_journal-6786	107	2	2	2	NUM
american_scientific_journal-6786	107	3	shows	show	VERB
american_scientific_journal-6786	107	4	details	detail	NOUN
american_scientific_journal-6786	107	5	of	of	ADP
american_scientific_journal-6786	107	6	stage	stage	NOUN
american_scientific_journal-6786	107	7	1	1	NUM
american_scientific_journal-6786	107	8	to	to	ADP
american_scientific_journal-6786	107	9	the	the	DET
american_scientific_journal-6786	107	10	proposed	propose	VERB
american_scientific_journal-6786	107	11	application	application	NOUN
american_scientific_journal-6786	107	12	approach	approach	NOUN
american_scientific_journal-6786	107	13	.	.	PUNCT
american_scientific_journal-6786	108	1	the	the	DET
american_scientific_journal-6786	108	2	new	new	ADJ
american_scientific_journal-6786	108	3	attributes	attribute	NOUN
american_scientific_journal-6786	108	4	group	group	NOUN
american_scientific_journal-6786	108	5	's	's	PART
american_scientific_journal-6786	108	6	dimension	dimension	NOUN
american_scientific_journal-6786	108	7	was	be	AUX
american_scientific_journal-6786	108	8	defined	define	VERB
american_scientific_journal-6786	108	9	in	in	ADP
american_scientific_journal-6786	108	10	a	a	DET
american_scientific_journal-6786	108	11	random	random	ADJ
american_scientific_journal-6786	108	12	way	way	NOUN
american_scientific_journal-6786	108	13	for	for	ADP
american_scientific_journal-6786	108	14	the	the	DET
american_scientific_journal-6786	108	15	five	five	NUM
american_scientific_journal-6786	108	16	databases	database	NOUN
american_scientific_journal-6786	108	17	using	use	VERB
american_scientific_journal-6786	108	18	the	the	DET
american_scientific_journal-6786	108	19	random	random	ADJ
american_scientific_journal-6786	108	20	projection	projection	NOUN
american_scientific_journal-6786	108	21	.	.	PUNCT
american_scientific_journal-6786	109	1	the	the	DET
american_scientific_journal-6786	109	2	database	database	NOUN
american_scientific_journal-6786	109	3	represents	represent	VERB
american_scientific_journal-6786	109	4	all	all	DET
american_scientific_journal-6786	109	5	the	the	DET
american_scientific_journal-6786	109	6	databases	database	NOUN
american_scientific_journal-6786	109	7	,	,	PUNCT
american_scientific_journal-6786	109	8	shown	show	VERB
american_scientific_journal-6786	109	9	in	in	ADP
american_scientific_journal-6786	109	10	figure	figure	NOUN
american_scientific_journal-6786	109	11	4	4	NUM
american_scientific_journal-6786	109	12	,	,	PUNCT
american_scientific_journal-6786	109	13	that	that	PRON
american_scientific_journal-6786	109	14	had	have	VERB
american_scientific_journal-6786	109	15	random	random	ADJ
american_scientific_journal-6786	109	16	projection	projection	NOUN
american_scientific_journal-6786	109	17	approach	approach	NOUN
american_scientific_journal-6786	109	18	applied	apply	VERB
american_scientific_journal-6786	109	19	.	.	PUNCT
american_scientific_journal-6786	110	1	this	this	DET
american_scientific_journal-6786	110	2	approach	approach	NOUN
american_scientific_journal-6786	110	3	uses	use	VERB
american_scientific_journal-6786	110	4	fixed	fix	VERB
american_scientific_journal-6786	110	5	number	number	NOUN
american_scientific_journal-6786	110	6	attributes	attribute	NOUN
american_scientific_journal-6786	110	7	(	(	PUNCT
american_scientific_journal-6786	110	8	10	10	NUM
american_scientific_journal-6786	110	9	,	,	PUNCT
american_scientific_journal-6786	110	10	15	15	NUM
american_scientific_journal-6786	110	11	,	,	PUNCT
american_scientific_journal-6786	110	12	30	30	NUM
american_scientific_journal-6786	110	13	,	,	PUNCT
american_scientific_journal-6786	110	14	45	45	NUM
american_scientific_journal-6786	110	15	,	,	PUNCT
american_scientific_journal-6786	110	16	71	71	NUM
american_scientific_journal-6786	110	17	)	)	PUNCT
american_scientific_journal-6786	110	18	and	and	CCONJ
american_scientific_journal-6786	110	19	percentage	percentage	NOUN
american_scientific_journal-6786	110	20	attributes	attribute	NOUN
american_scientific_journal-6786	110	21	(	(	PUNCT
american_scientific_journal-6786	110	22	3	3	NUM
american_scientific_journal-6786	110	23	%	%	NOUN
american_scientific_journal-6786	110	24	,	,	PUNCT
american_scientific_journal-6786	110	25	10	10	NUM
american_scientific_journal-6786	110	26	%	%	NOUN
american_scientific_journal-6786	110	27	,	,	PUNCT
american_scientific_journal-6786	110	28	20	20	NUM
american_scientific_journal-6786	110	29	%	%	NOUN
american_scientific_journal-6786	110	30	,	,	PUNCT
american_scientific_journal-6786	110	31	25	25	NUM
american_scientific_journal-6786	110	32	%	%	NOUN
american_scientific_journal-6786	110	33	,	,	PUNCT
american_scientific_journal-6786	110	34	50	50	NUM
american_scientific_journal-6786	110	35	%	%	NOUN
american_scientific_journal-6786	110	36	)	)	PUNCT
american_scientific_journal-6786	111	1	where	where	SCONJ
american_scientific_journal-6786	111	2	each	each	DET
american_scientific_journal-6786	111	3	value	value	NOUN
american_scientific_journal-6786	111	4	(	(	PUNCT
american_scientific_journal-6786	111	5	1.1	1.1	NUM
american_scientific_journal-6786	111	6	,	,	PUNCT
american_scientific_journal-6786	111	7	1.2,	1.2,	NUM
american_scientific_journal-6786	111	8	...	...	PUNCT
american_scientific_journal-6786	111	9	,5.10	,5.10	PROPN
american_scientific_journal-6786	111	10	;	;	PUNCT
american_scientific_journal-6786	111	11	6.1,6.2,	6.1,6.2,	NUM
american_scientific_journal-6786	111	12	...	...	PUNCT
american_scientific_journal-6786	111	13	,10.10	,10.10	PUNCT
american_scientific_journal-6786	111	14	)	)	PUNCT
american_scientific_journal-6786	111	15	represents	represent	VERB
american_scientific_journal-6786	111	16	a	a	DET
american_scientific_journal-6786	111	17	subset	subset	NOUN
american_scientific_journal-6786	111	18	from	from	ADP
american_scientific_journal-6786	111	19	the	the	DET
american_scientific_journal-6786	111	20	selected	select	VERB
american_scientific_journal-6786	111	21	database	database	NOUN
american_scientific_journal-6786	111	22	.	.	PUNCT
american_scientific_journal-6786	112	1	the	the	DET
american_scientific_journal-6786	112	2	results	result	NOUN
american_scientific_journal-6786	112	3	of	of	ADP
american_scientific_journal-6786	112	4	the	the	DET
american_scientific_journal-6786	112	5	approach	approach	NOUN
american_scientific_journal-6786	112	6	are	be	AUX
american_scientific_journal-6786	112	7	100	100	NUM
american_scientific_journal-6786	112	8	attributes	attribute	NOUN
american_scientific_journal-6786	112	9	subsets	subset	NOUN
american_scientific_journal-6786	112	10	transformed	transform	VERB
american_scientific_journal-6786	112	11	.	.	PUNCT
american_scientific_journal-6786	113	1	the	the	DET
american_scientific_journal-6786	113	2	development	development	NOUN
american_scientific_journal-6786	113	3	of	of	ADP
american_scientific_journal-6786	113	4	the	the	DET
american_scientific_journal-6786	113	5	subsets	subset	NOUN
american_scientific_journal-6786	113	6	was	be	AUX
american_scientific_journal-6786	113	7	based	base	VERB
american_scientific_journal-6786	113	8	on	on	ADP
american_scientific_journal-6786	113	9	borges	borge	NOUN
american_scientific_journal-6786	113	10	and	and	CCONJ
american_scientific_journal-6786	113	11	nievola	nievola	PROPN
american_scientific_journal-6786	113	12	(	(	PUNCT
american_scientific_journal-6786	113	13	see	see	VERB
american_scientific_journal-6786	113	14	in	in	ADP
american_scientific_journal-6786	113	15	[	[	X
american_scientific_journal-6786	113	16	16	16	NUM
american_scientific_journal-6786	113	17	]	]	PUNCT
american_scientific_journal-6786	113	18	)	)	PUNCT
american_scientific_journal-6786	113	19	.	.	PUNCT
american_scientific_journal-6786	114	1	achlioptas	achlioptas	PROPN
american_scientific_journal-6786	114	2	described	describe	VERB
american_scientific_journal-6786	114	3	the	the	DET
american_scientific_journal-6786	114	4	distribution	distribution	NOUN
american_scientific_journal-6786	114	5	used	use	VERB
american_scientific_journal-6786	114	6	for	for	ADP
american_scientific_journal-6786	114	7	the	the	DET
american_scientific_journal-6786	114	8	calculation	calculation	NOUN
american_scientific_journal-6786	114	9	of	of	ADP
american_scientific_journal-6786	114	10	the	the	DET
american_scientific_journal-6786	114	11	random	random	ADJ
american_scientific_journal-6786	114	12	matrix	matrix	NOUN
american_scientific_journal-6786	114	13	in	in	ADP
american_scientific_journal-6786	114	14	[	[	X
american_scientific_journal-6786	114	15	26	26	NUM
american_scientific_journal-6786	114	16	]	]	PUNCT
american_scientific_journal-6786	114	17	.	.	PUNCT
american_scientific_journal-6786	115	1	stage	stage	NOUN
american_scientific_journal-6786	115	2	2	2	NUM
american_scientific_journal-6786	115	3	from	from	ADP
american_scientific_journal-6786	115	4	the	the	DET
american_scientific_journal-6786	115	5	proposed	propose	VERB
american_scientific_journal-6786	115	6	approach	approach	NOUN
american_scientific_journal-6786	115	7	is	be	AUX
american_scientific_journal-6786	115	8	illustrated	illustrate	VERB
american_scientific_journal-6786	115	9	in	in	ADP
american_scientific_journal-6786	115	10	figure	figure	NOUN
american_scientific_journal-6786	115	11	3	3	NUM
american_scientific_journal-6786	115	12	.	.	PUNCT
american_scientific_journal-6786	116	1	the	the	DET
american_scientific_journal-6786	116	2	100	100	NUM
american_scientific_journal-6786	116	3	attribute	attribute	NOUN
american_scientific_journal-6786	116	4	subsets	subset	NOUN
american_scientific_journal-6786	116	5	generated	generate	VERB
american_scientific_journal-6786	116	6	by	by	ADP
american_scientific_journal-6786	116	7	stage	stage	NOUN
american_scientific_journal-6786	116	8	1	1	NUM
american_scientific_journal-6786	116	9	were	be	AUX
american_scientific_journal-6786	116	10	submitted	submit	VERB
american_scientific_journal-6786	116	11	to	to	ADP
american_scientific_journal-6786	116	12	the	the	DET
american_scientific_journal-6786	116	13	attribute	attribute	NOUN
american_scientific_journal-6786	116	14	selection	selection	NOUN
american_scientific_journal-6786	116	15	algorithms	algorithm	NOUN
american_scientific_journal-6786	116	16	.	.	PUNCT
american_scientific_journal-6786	117	1	thus	thus	ADV
american_scientific_journal-6786	117	2	,	,	PUNCT
american_scientific_journal-6786	117	3	for	for	ADP
american_scientific_journal-6786	117	4	each	each	DET
american_scientific_journal-6786	117	5	subset	subset	NOUN
american_scientific_journal-6786	117	6	were	be	AUX
american_scientific_journal-6786	117	7	generated	generate	VERB
american_scientific_journal-6786	117	8	18	18	NUM
american_scientific_journal-6786	117	9	new	new	ADJ
american_scientific_journal-6786	117	10	subsets	subset	NOUN
american_scientific_journal-6786	117	11	.	.	PUNCT
american_scientific_journal-6786	118	1	for	for	ADP
american_scientific_journal-6786	118	2	example	example	NOUN
american_scientific_journal-6786	118	3	,	,	PUNCT
american_scientific_journal-6786	118	4	considering	consider	VERB
american_scientific_journal-6786	118	5	the	the	DET
american_scientific_journal-6786	118	6	subset	subset	NOUN
american_scientific_journal-6786	118	7	1.1	1.1	NUM
american_scientific_journal-6786	118	8	generates	generate	VERB
american_scientific_journal-6786	118	9	1.1	1.1	NUM
american_scientific_journal-6786	118	10	s+d	s+d	ADJ
american_scientific_journal-6786	118	11	...	...	PUNCT
american_scientific_journal-6786	118	12	,1.1	,1.1	PUNCT
american_scientific_journal-6786	118	13	r+w(7	r+w(7	NOUN
american_scientific_journal-6786	118	14	-	-	PUNCT
american_scientific_journal-6786	118	15	nn	nn	NOUN
american_scientific_journal-6786	118	16	)	)	PUNCT
american_scientific_journal-6786	118	17	.	.	PUNCT
american_scientific_journal-6786	119	1	these	these	DET
american_scientific_journal-6786	119	2	processes	process	NOUN
american_scientific_journal-6786	119	3	are	be	AUX
american_scientific_journal-6786	119	4	repeated	repeat	VERB
american_scientific_journal-6786	119	5	for	for	ADP
american_scientific_journal-6786	119	6	the	the	DET
american_scientific_journal-6786	119	7	100	100	NUM
american_scientific_journal-6786	119	8	subsets	subset	NOUN
american_scientific_journal-6786	119	9	,	,	PUNCT
american_scientific_journal-6786	119	10	totaling	total	VERB
american_scientific_journal-6786	119	11	1800	1800	NUM
american_scientific_journal-6786	119	12	subsets	subset	NOUN
american_scientific_journal-6786	119	13	submitted	submit	VERB
american_scientific_journal-6786	119	14	to	to	ADP
american_scientific_journal-6786	119	15	classification	classification	NOUN
american_scientific_journal-6786	119	16	algorithms	algorithm	NOUN
american_scientific_journal-6786	119	17	to	to	PART
american_scientific_journal-6786	119	18	evaluate	evaluate	VERB
american_scientific_journal-6786	119	19	the	the	DET
american_scientific_journal-6786	119	20	results	result	NOUN
american_scientific_journal-6786	119	21	.	.	PUNCT
american_scientific_journal-6786	120	1	4	4	X
american_scientific_journal-6786	120	2	.	.	NOUN
american_scientific_journal-6786	120	3	results	result	NOUN
american_scientific_journal-6786	120	4	and	and	CCONJ
american_scientific_journal-6786	120	5	discussion	discussion	VERB
american_scientific_journal-6786	120	6	the	the	DET
american_scientific_journal-6786	120	7	research	research	NOUN
american_scientific_journal-6786	120	8	objective	objective	NOUN
american_scientific_journal-6786	120	9	was	be	AUX
american_scientific_journal-6786	120	10	to	to	PART
american_scientific_journal-6786	120	11	compare	compare	VERB
american_scientific_journal-6786	120	12	the	the	DET
american_scientific_journal-6786	120	13	results	result	NOUN
american_scientific_journal-6786	120	14	from	from	ADP
american_scientific_journal-6786	120	15	different	different	ADJ
american_scientific_journal-6786	120	16	combinations	combination	NOUN
american_scientific_journal-6786	120	17	of	of	ADP
american_scientific_journal-6786	120	18	search	search	NOUN
american_scientific_journal-6786	120	19	methods	method	NOUN
american_scientific_journal-6786	120	20	and	and	CCONJ
american_scientific_journal-6786	120	21	evaluation	evaluation	NOUN
american_scientific_journal-6786	120	22	criteria	criterion	NOUN
american_scientific_journal-6786	120	23	of	of	ADP
american_scientific_journal-6786	120	24	the	the	DET
american_scientific_journal-6786	120	25	generated	generate	VERB
american_scientific_journal-6786	120	26	subsets	subset	NOUN
american_scientific_journal-6786	120	27	using	use	VERB
american_scientific_journal-6786	120	28	some	some	DET
american_scientific_journal-6786	120	29	classifiers	classifier	NOUN
american_scientific_journal-6786	120	30	in	in	ADP
american_scientific_journal-6786	120	31	five	five	NUM
american_scientific_journal-6786	120	32	microarray	microarray	NOUN
american_scientific_journal-6786	120	33	databases	database	NOUN
american_scientific_journal-6786	120	34	.	.	PUNCT
american_scientific_journal-6786	121	1	the	the	DET
american_scientific_journal-6786	121	2	results	result	NOUN
american_scientific_journal-6786	121	3	were	be	AUX
american_scientific_journal-6786	121	4	obtained	obtain	VERB
american_scientific_journal-6786	121	5	american	american	ADJ
american_scientific_journal-6786	121	6	scientific	scientific	ADJ
american_scientific_journal-6786	121	7	research	research	NOUN
american_scientific_journal-6786	121	8	journal	journal	NOUN
american_scientific_journal-6786	121	9	for	for	ADP
american_scientific_journal-6786	121	10	engineering	engineering	NOUN
american_scientific_journal-6786	121	11	,	,	PUNCT
american_scientific_journal-6786	121	12	technology	technology	NOUN
american_scientific_journal-6786	121	13	,	,	PUNCT
american_scientific_journal-6786	121	14	and	and	CCONJ
american_scientific_journal-6786	121	15	sciences	science	NOUN
american_scientific_journal-6786	121	16	(	(	PUNCT
american_scientific_journal-6786	121	17	asrjets	asrjet	NOUN
american_scientific_journal-6786	121	18	)	)	PUNCT
american_scientific_journal-6786	121	19	(	(	PUNCT
american_scientific_journal-6786	121	20	2021	2021	NUM
american_scientific_journal-6786	121	21	)	)	PUNCT
american_scientific_journal-6786	121	22	volume	volume	NOUN
american_scientific_journal-6786	121	23	78	78	NUM
american_scientific_journal-6786	121	24	,	,	PUNCT
american_scientific_journal-6786	121	25	no	no	DET
american_scientific_journal-6786	121	26	1	1	NUM
american_scientific_journal-6786	121	27	,	,	PUNCT
american_scientific_journal-6786	121	28	pp	pp	ADV
american_scientific_journal-6786	121	29	131	131	NUM
american_scientific_journal-6786	121	30	-	-	SYM
american_scientific_journal-6786	121	31	149	149	NUM
american_scientific_journal-6786	121	32	136	136	NUM
american_scientific_journal-6786	121	33	by	by	ADP
american_scientific_journal-6786	121	34	running	run	VERB
american_scientific_journal-6786	121	35	algorithms	algorithm	NOUN
american_scientific_journal-6786	121	36	on	on	ADP
american_scientific_journal-6786	121	37	the	the	DET
american_scientific_journal-6786	121	38	original	original	ADJ
american_scientific_journal-6786	121	39	database	database	NOUN
american_scientific_journal-6786	121	40	and	and	CCONJ
american_scientific_journal-6786	121	41	the	the	DET
american_scientific_journal-6786	121	42	attributes	attribute	NOUN
american_scientific_journal-6786	121	43	subsets	subset	NOUN
american_scientific_journal-6786	121	44	generated	generate	VERB
american_scientific_journal-6786	121	45	by	by	ADP
american_scientific_journal-6786	121	46	the	the	DET
american_scientific_journal-6786	121	47	chosen	choose	VERB
american_scientific_journal-6786	121	48	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	121	49	reduction	reduction	NOUN
american_scientific_journal-6786	121	50	method	method	NOUN
american_scientific_journal-6786	121	51	,	,	PUNCT
american_scientific_journal-6786	121	52	which	which	PRON
american_scientific_journal-6786	121	53	means	mean	VERB
american_scientific_journal-6786	121	54	combining	combine	VERB
american_scientific_journal-6786	121	55	attribute	attribute	NOUN
american_scientific_journal-6786	121	56	selection	selection	NOUN
american_scientific_journal-6786	121	57	and	and	CCONJ
american_scientific_journal-6786	121	58	random	random	ADJ
american_scientific_journal-6786	121	59	projection	projection	NOUN
american_scientific_journal-6786	121	60	.	.	PUNCT
american_scientific_journal-6786	122	1	the	the	DET
american_scientific_journal-6786	122	2	five	five	NUM
american_scientific_journal-6786	122	3	chosen	choose	VERB
american_scientific_journal-6786	122	4	databases	database	NOUN
american_scientific_journal-6786	122	5	were	be	AUX
american_scientific_journal-6786	122	6	submitted	submit	VERB
american_scientific_journal-6786	122	7	to	to	ADP
american_scientific_journal-6786	122	8	the	the	DET
american_scientific_journal-6786	122	9	four	four	NUM
american_scientific_journal-6786	122	10	classifiers	classifier	NOUN
american_scientific_journal-6786	122	11	.	.	PUNCT
american_scientific_journal-6786	123	1	on	on	ADP
american_scientific_journal-6786	123	2	the	the	DET
american_scientific_journal-6786	123	3	tables	table	NOUN
american_scientific_journal-6786	123	4	containing	contain	VERB
american_scientific_journal-6786	123	5	the	the	DET
american_scientific_journal-6786	123	6	results	result	NOUN
american_scientific_journal-6786	123	7	,	,	PUNCT
american_scientific_journal-6786	123	8	the	the	DET
american_scientific_journal-6786	123	9	note	note	NOUN
american_scientific_journal-6786	123	10	“	"	PUNCT
american_scientific_journal-6786	123	11	*	*	PUNCT
american_scientific_journal-6786	123	12	”	"	PUNCT
american_scientific_journal-6786	123	13	indicates	indicate	VERB
american_scientific_journal-6786	123	14	that	that	SCONJ
american_scientific_journal-6786	123	15	a	a	DET
american_scientific_journal-6786	123	16	result	result	NOUN
american_scientific_journal-6786	123	17	statistically	statistically	ADV
american_scientific_journal-6786	123	18	is	be	AUX
american_scientific_journal-6786	123	19	significantly	significantly	ADV
american_scientific_journal-6786	123	20	worse	bad	ADJ
american_scientific_journal-6786	123	21	than	than	ADP
american_scientific_journal-6786	123	22	the	the	DET
american_scientific_journal-6786	123	23	result	result	NOUN
american_scientific_journal-6786	123	24	of	of	ADP
american_scientific_journal-6786	123	25	the	the	DET
american_scientific_journal-6786	123	26	standard	standard	ADJ
american_scientific_journal-6786	123	27	algorithm	algorithm	NOUN
american_scientific_journal-6786	123	28	(	(	PUNCT
american_scientific_journal-6786	123	29	naive	naive	ADJ
american_scientific_journal-6786	123	30	bayes	bayes	NOUN
american_scientific_journal-6786	123	31	)	)	PUNCT
american_scientific_journal-6786	123	32	,	,	PUNCT
american_scientific_journal-6786	123	33	and	and	CCONJ
american_scientific_journal-6786	123	34	the	the	DET
american_scientific_journal-6786	123	35	result	result	NOUN
american_scientific_journal-6786	123	36	in	in	ADP
american_scientific_journal-6786	123	37	bold	bold	ADJ
american_scientific_journal-6786	123	38	indicates	indicate	VERB
american_scientific_journal-6786	123	39	that	that	SCONJ
american_scientific_journal-6786	123	40	it	it	PRON
american_scientific_journal-6786	123	41	is	be	AUX
american_scientific_journal-6786	123	42	significantly	significantly	ADV
american_scientific_journal-6786	123	43	better	well	ADV
american_scientific_journal-6786	123	44	compared	compare	VERB
american_scientific_journal-6786	123	45	to	to	ADP
american_scientific_journal-6786	123	46	the	the	DET
american_scientific_journal-6786	123	47	standard	standard	ADJ
american_scientific_journal-6786	123	48	algorithm	algorithm	NOUN
american_scientific_journal-6786	123	49	.	.	PUNCT
american_scientific_journal-6786	124	1	figure	figure	NOUN
american_scientific_journal-6786	124	2	2	2	NUM
american_scientific_journal-6786	124	3	:	:	PUNCT
american_scientific_journal-6786	124	4	stage	stage	NOUN
american_scientific_journal-6786	124	5	1	1	NUM
american_scientific_journal-6786	124	6	detail	detail	NOUN
american_scientific_journal-6786	124	7	approach	approach	NOUN
american_scientific_journal-6786	124	8	to	to	ADP
american_scientific_journal-6786	124	9	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	124	10	reduction	reduction	NOUN
american_scientific_journal-6786	124	11	.	.	PUNCT
american_scientific_journal-6786	125	1	american	american	ADJ
american_scientific_journal-6786	125	2	scientific	scientific	ADJ
american_scientific_journal-6786	125	3	research	research	PROPN
american_scientific_journal-6786	125	4	journal	journal	NOUN
american_scientific_journal-6786	125	5	for	for	ADP
american_scientific_journal-6786	125	6	engineering	engineering	NOUN
american_scientific_journal-6786	125	7	,	,	PUNCT
american_scientific_journal-6786	125	8	technology	technology	NOUN
american_scientific_journal-6786	125	9	,	,	PUNCT
american_scientific_journal-6786	125	10	and	and	CCONJ
american_scientific_journal-6786	125	11	sciences	science	NOUN
american_scientific_journal-6786	125	12	(	(	PUNCT
american_scientific_journal-6786	125	13	asrjets	asrjet	NOUN
american_scientific_journal-6786	125	14	)	)	PUNCT
american_scientific_journal-6786	125	15	(	(	PUNCT
american_scientific_journal-6786	125	16	2021	2021	NUM
american_scientific_journal-6786	125	17	)	)	PUNCT
american_scientific_journal-6786	125	18	volume	volume	NOUN
american_scientific_journal-6786	125	19	78	78	NUM
american_scientific_journal-6786	125	20	,	,	PUNCT
american_scientific_journal-6786	125	21	no	no	DET
american_scientific_journal-6786	125	22	1	1	NUM
american_scientific_journal-6786	125	23	,	,	PUNCT
american_scientific_journal-6786	125	24	pp	pp	ADV
american_scientific_journal-6786	125	25	131	131	NUM
american_scientific_journal-6786	125	26	-	-	SYM
american_scientific_journal-6786	125	27	149	149	NUM
american_scientific_journal-6786	125	28	137	137	NUM
american_scientific_journal-6786	125	29	figure	figure	NOUN
american_scientific_journal-6786	125	30	3	3	NUM
american_scientific_journal-6786	125	31	:	:	PUNCT
american_scientific_journal-6786	125	32	example	example	NOUN
american_scientific_journal-6786	125	33	of	of	ADP
american_scientific_journal-6786	125	34	the	the	DET
american_scientific_journal-6786	125	35	training	training	NOUN
american_scientific_journal-6786	125	36	process	process	NOUN
american_scientific_journal-6786	125	37	.	.	PUNCT
american_scientific_journal-6786	126	1	american	american	ADJ
american_scientific_journal-6786	126	2	scientific	scientific	ADJ
american_scientific_journal-6786	126	3	research	research	PROPN
american_scientific_journal-6786	126	4	journal	journal	NOUN
american_scientific_journal-6786	126	5	for	for	ADP
american_scientific_journal-6786	126	6	engineering	engineering	NOUN
american_scientific_journal-6786	126	7	,	,	PUNCT
american_scientific_journal-6786	126	8	technology	technology	NOUN
american_scientific_journal-6786	126	9	,	,	PUNCT
american_scientific_journal-6786	126	10	and	and	CCONJ
american_scientific_journal-6786	126	11	sciences	science	NOUN
american_scientific_journal-6786	126	12	(	(	PUNCT
american_scientific_journal-6786	126	13	asrjets	asrjet	NOUN
american_scientific_journal-6786	126	14	)	)	PUNCT
american_scientific_journal-6786	126	15	(	(	PUNCT
american_scientific_journal-6786	126	16	2021	2021	NUM
american_scientific_journal-6786	126	17	)	)	PUNCT
american_scientific_journal-6786	126	18	volume	volume	NOUN
american_scientific_journal-6786	126	19	78	78	NUM
american_scientific_journal-6786	126	20	,	,	PUNCT
american_scientific_journal-6786	126	21	no	no	DET
american_scientific_journal-6786	126	22	1	1	NUM
american_scientific_journal-6786	126	23	,	,	PUNCT
american_scientific_journal-6786	126	24	pp	pp	ADV
american_scientific_journal-6786	126	25	131	131	NUM
american_scientific_journal-6786	126	26	-	-	SYM
american_scientific_journal-6786	126	27	149	149	NUM
american_scientific_journal-6786	126	28	138	138	NUM
american_scientific_journal-6786	126	29	the	the	DET
american_scientific_journal-6786	126	30	results	result	NOUN
american_scientific_journal-6786	126	31	are	be	AUX
american_scientific_journal-6786	126	32	presented	present	VERB
american_scientific_journal-6786	126	33	in	in	ADP
american_scientific_journal-6786	126	34	three	three	NUM
american_scientific_journal-6786	126	35	subsections	subsection	NOUN
american_scientific_journal-6786	126	36	:	:	PUNCT
american_scientific_journal-6786	126	37	results	result	NOUN
american_scientific_journal-6786	126	38	of	of	ADP
american_scientific_journal-6786	126	39	all	all	DET
american_scientific_journal-6786	126	40	the	the	DET
american_scientific_journal-6786	126	41	attributes	attribute	NOUN
american_scientific_journal-6786	126	42	,	,	PUNCT
american_scientific_journal-6786	126	43	results	result	NOUN
american_scientific_journal-6786	126	44	of	of	ADP
american_scientific_journal-6786	126	45	the	the	DET
american_scientific_journal-6786	126	46	proposed	propose	VERB
american_scientific_journal-6786	126	47	approach	approach	NOUN
american_scientific_journal-6786	126	48	,	,	PUNCT
american_scientific_journal-6786	126	49	and	and	CCONJ
american_scientific_journal-6786	126	50	a	a	DET
american_scientific_journal-6786	126	51	general	general	ADJ
american_scientific_journal-6786	126	52	comparison	comparison	NOUN
american_scientific_journal-6786	126	53	of	of	ADP
american_scientific_journal-6786	126	54	the	the	DET
american_scientific_journal-6786	126	55	results	result	NOUN
american_scientific_journal-6786	126	56	.	.	PUNCT
american_scientific_journal-6786	127	1	the	the	DET
american_scientific_journal-6786	127	2	individual	individual	PROPN
american_scientific_journal-6786	127	3	’s	’s	PART
american_scientific_journal-6786	127	4	fitness	fitness	NOUN
american_scientific_journal-6786	127	5	is	be	AUX
american_scientific_journal-6786	127	6	evaluated	evaluate	VERB
american_scientific_journal-6786	127	7	using	use	VERB
american_scientific_journal-6786	127	8	the	the	DET
american_scientific_journal-6786	127	9	measure	measure	NOUN
american_scientific_journal-6786	127	10	approach	approach	NOUN
american_scientific_journal-6786	127	11	distancebased	distancebase	VERB
american_scientific_journal-6786	127	12	depth	depth	NOUN
american_scientific_journal-6786	127	13	-	-	PUNCT
american_scientific_journal-6786	127	14	dependent	dependent	ADJ
american_scientific_journal-6786	127	15	measures	measure	NOUN
american_scientific_journal-6786	127	16	.	.	PUNCT
american_scientific_journal-6786	128	1	when	when	SCONJ
american_scientific_journal-6786	128	2	evaluating	evaluate	VERB
american_scientific_journal-6786	128	3	the	the	DET
american_scientific_journal-6786	128	4	result	result	NOUN
american_scientific_journal-6786	128	5	of	of	ADP
american_scientific_journal-6786	128	6	a	a	DET
american_scientific_journal-6786	128	7	hierarchical	hierarchical	ADJ
american_scientific_journal-6786	128	8	prediction	prediction	NOUN
american_scientific_journal-6786	128	9	,	,	PUNCT
american_scientific_journal-6786	128	10	three	three	NUM
american_scientific_journal-6786	128	11	situations	situation	NOUN
american_scientific_journal-6786	128	12	may	may	AUX
american_scientific_journal-6786	128	13	occur	occur	VERB
american_scientific_journal-6786	128	14	:	:	PUNCT
american_scientific_journal-6786	128	15	correct	correct	ADJ
american_scientific_journal-6786	128	16	prediction	prediction	NOUN
american_scientific_journal-6786	128	17	,	,	PUNCT
american_scientific_journal-6786	128	18	partially	partially	ADV
american_scientific_journal-6786	128	19	correct	correct	ADJ
american_scientific_journal-6786	128	20	prediction	prediction	NOUN
american_scientific_journal-6786	128	21	,	,	PUNCT
american_scientific_journal-6786	128	22	and	and	CCONJ
american_scientific_journal-6786	128	23	incorrect	incorrect	ADJ
american_scientific_journal-6786	128	24	prediction	prediction	NOUN
american_scientific_journal-6786	128	25	.	.	PUNCT
american_scientific_journal-6786	129	1	each	each	PRON
american_scientific_journal-6786	129	2	of	of	ADP
american_scientific_journal-6786	129	3	these	these	DET
american_scientific_journal-6786	129	4	situations	situation	NOUN
american_scientific_journal-6786	129	5	will	will	AUX
american_scientific_journal-6786	129	6	be	be	AUX
american_scientific_journal-6786	129	7	exemplified	exemplify	VERB
american_scientific_journal-6786	129	8	.	.	PUNCT
american_scientific_journal-6786	130	1	4.1	4.1	NUM
american_scientific_journal-6786	130	2	.	.	PUNCT
american_scientific_journal-6786	130	3	results	result	NOUN
american_scientific_journal-6786	130	4	with	with	ADP
american_scientific_journal-6786	130	5	all	all	DET
american_scientific_journal-6786	130	6	attributes	attribute	NOUN
american_scientific_journal-6786	130	7	table	table	NOUN
american_scientific_journal-6786	130	8	2	2	NUM
american_scientific_journal-6786	130	9	shows	show	VERB
american_scientific_journal-6786	130	10	the	the	DET
american_scientific_journal-6786	130	11	results	result	NOUN
american_scientific_journal-6786	130	12	when	when	SCONJ
american_scientific_journal-6786	130	13	applied	apply	VERB
american_scientific_journal-6786	130	14	the	the	DET
american_scientific_journal-6786	130	15	classifiers	classifier	NOUN
american_scientific_journal-6786	130	16	on	on	ADP
american_scientific_journal-6786	130	17	the	the	DET
american_scientific_journal-6786	130	18	data	datum	NOUN
american_scientific_journal-6786	130	19	using	use	VERB
american_scientific_journal-6786	130	20	all	all	DET
american_scientific_journal-6786	130	21	attributes	attribute	NOUN
american_scientific_journal-6786	130	22	in	in	ADP
american_scientific_journal-6786	130	23	five	five	NUM
american_scientific_journal-6786	130	24	databases	database	NOUN
american_scientific_journal-6786	130	25	.	.	PUNCT
american_scientific_journal-6786	131	1	it	it	PRON
american_scientific_journal-6786	131	2	is	be	AUX
american_scientific_journal-6786	131	3	observed	observe	VERB
american_scientific_journal-6786	131	4	that	that	SCONJ
american_scientific_journal-6786	131	5	the	the	DET
american_scientific_journal-6786	131	6	1	1	NUM
american_scientific_journal-6786	131	7	-	-	PUNCT
american_scientific_journal-6786	131	8	nn	nn	NOUN
american_scientific_journal-6786	131	9	,	,	PUNCT
american_scientific_journal-6786	131	10	3	3	NUM
american_scientific_journal-6786	131	11	-	-	SYM
american_scientific_journal-6786	131	12	nn	nn	NOUN
american_scientific_journal-6786	131	13	,	,	PUNCT
american_scientific_journal-6786	131	14	and	and	CCONJ
american_scientific_journal-6786	131	15	7	7	NUM
american_scientific_journal-6786	131	16	-	-	PUNCT
american_scientific_journal-6786	131	17	nn	nn	ADJ
american_scientific_journal-6786	131	18	algorithms	algorithm	NOUN
american_scientific_journal-6786	131	19	in	in	ADP
american_scientific_journal-6786	131	20	the	the	DET
american_scientific_journal-6786	131	21	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	131	22	database	database	NOUN
american_scientific_journal-6786	131	23	attribute	attribute	NOUN
american_scientific_journal-6786	131	24	subsets	subset	NOUN
american_scientific_journal-6786	131	25	had	have	VERB
american_scientific_journal-6786	131	26	statistically	statistically	ADV
american_scientific_journal-6786	131	27	worse	bad	ADJ
american_scientific_journal-6786	131	28	results	result	NOUN
american_scientific_journal-6786	131	29	.	.	PUNCT
american_scientific_journal-6786	132	1	although	although	SCONJ
american_scientific_journal-6786	132	2	the	the	DET
american_scientific_journal-6786	132	3	3	3	NUM
american_scientific_journal-6786	132	4	-	-	PUNCT
american_scientific_journal-6786	132	5	nn	nn	NOUN
american_scientific_journal-6786	132	6	algorithm	algorithm	NOUN
american_scientific_journal-6786	132	7	has	have	VERB
american_scientific_journal-6786	132	8	a	a	DET
american_scientific_journal-6786	132	9	better	well	ADJ
american_scientific_journal-6786	132	10	result	result	NOUN
american_scientific_journal-6786	132	11	than	than	ADP
american_scientific_journal-6786	132	12	the	the	DET
american_scientific_journal-6786	132	13	5	5	NUM
american_scientific_journal-6786	132	14	-	-	PUNCT
american_scientific_journal-6786	132	15	nn	nn	NOUN
american_scientific_journal-6786	132	16	algorithm	algorithm	NOUN
american_scientific_journal-6786	132	17	and	and	CCONJ
american_scientific_journal-6786	132	18	has	have	VERB
american_scientific_journal-6786	132	19	a	a	DET
american_scientific_journal-6786	132	20	hit	hit	VERB
american_scientific_journal-6786	132	21	rate	rate	NOUN
american_scientific_journal-6786	132	22	equal	equal	ADJ
american_scientific_journal-6786	132	23	to	to	ADP
american_scientific_journal-6786	132	24	the	the	DET
american_scientific_journal-6786	132	25	c4.5	c4.5	PROPN
american_scientific_journal-6786	132	26	algorithm	algorithm	NOUN
american_scientific_journal-6786	132	27	,	,	PUNCT
american_scientific_journal-6786	132	28	it	it	PRON
american_scientific_journal-6786	132	29	is	be	AUX
american_scientific_journal-6786	132	30	considered	consider	VERB
american_scientific_journal-6786	132	31	statistically	statistically	ADV
american_scientific_journal-6786	132	32	worse	bad	ADJ
american_scientific_journal-6786	132	33	.	.	PUNCT
american_scientific_journal-6786	133	1	in	in	ADP
american_scientific_journal-6786	133	2	the	the	DET
american_scientific_journal-6786	133	3	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	133	4	-	-	PUNCT
american_scientific_journal-6786	133	5	tumor	tumor	NOUN
american_scientific_journal-6786	133	6	database	database	NOUN
american_scientific_journal-6786	133	7	's	's	PART
american_scientific_journal-6786	133	8	attributes	attribute	NOUN
american_scientific_journal-6786	133	9	subsets	subset	NOUN
american_scientific_journal-6786	133	10	,	,	PUNCT
american_scientific_journal-6786	133	11	the	the	DET
american_scientific_journal-6786	133	12	svm	svm	ADJ
american_scientific_journal-6786	133	13	algorithm	algorithm	NOUN
american_scientific_journal-6786	133	14	showed	show	VERB
american_scientific_journal-6786	133	15	better	well	ADJ
american_scientific_journal-6786	133	16	results	result	NOUN
american_scientific_journal-6786	133	17	than	than	ADP
american_scientific_journal-6786	133	18	the	the	DET
american_scientific_journal-6786	133	19	base	base	NOUN
american_scientific_journal-6786	133	20	algorithm	algorithm	NOUN
american_scientific_journal-6786	133	21	.	.	PUNCT
american_scientific_journal-6786	134	1	although	although	SCONJ
american_scientific_journal-6786	134	2	the	the	DET
american_scientific_journal-6786	134	3	c4.5	c4.5	PROPN
american_scientific_journal-6786	134	4	algorithm	algorithm	NOUN
american_scientific_journal-6786	134	5	has	have	VERB
american_scientific_journal-6786	134	6	a	a	DET
american_scientific_journal-6786	134	7	low	low	ADJ
american_scientific_journal-6786	134	8	hit	hit	VERB
american_scientific_journal-6786	134	9	rate	rate	NOUN
american_scientific_journal-6786	134	10	,	,	PUNCT
american_scientific_journal-6786	134	11	it	it	PRON
american_scientific_journal-6786	134	12	is	be	AUX
american_scientific_journal-6786	134	13	considered	consider	VERB
american_scientific_journal-6786	134	14	equivalent	equivalent	ADJ
american_scientific_journal-6786	134	15	to	to	ADP
american_scientific_journal-6786	134	16	the	the	DET
american_scientific_journal-6786	134	17	naïve	naïve	ADJ
american_scientific_journal-6786	134	18	bayes	bayes	PROPN
american_scientific_journal-6786	134	19	algorithm	algorithm	NOUN
american_scientific_journal-6786	134	20	.	.	PUNCT
american_scientific_journal-6786	135	1	table	table	NOUN
american_scientific_journal-6786	135	2	2	2	NUM
american_scientific_journal-6786	135	3	:	:	PUNCT
american_scientific_journal-6786	135	4	results	result	NOUN
american_scientific_journal-6786	135	5	of	of	ADP
american_scientific_journal-6786	135	6	the	the	DET
american_scientific_journal-6786	135	7	databases	database	NOUN
american_scientific_journal-6786	135	8	'	'	PART
american_scientific_journal-6786	135	9	classification	classification	NOUN
american_scientific_journal-6786	135	10	with	with	ADP
american_scientific_journal-6786	135	11	all	all	DET
american_scientific_journal-6786	135	12	the	the	DET
american_scientific_journal-6786	135	13	attributes	attribute	NOUN
american_scientific_journal-6786	135	14	(	(	PUNCT
american_scientific_journal-6786	135	15	precision	precision	NOUN
american_scientific_journal-6786	135	16	,	,	PUNCT
american_scientific_journal-6786	135	17	in	in	ADP
american_scientific_journal-6786	135	18	%	%	NOUN
american_scientific_journal-6786	135	19	)	)	PUNCT
american_scientific_journal-6786	135	20	.	.	PUNCT
american_scientific_journal-6786	136	1	databases	database	NOUN
american_scientific_journal-6786	136	2	naive	naive	ADJ
american_scientific_journal-6786	136	3	bayes	bayes	NOUN
american_scientific_journal-6786	136	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	136	5	svm	svm	VERB
american_scientific_journal-6786	136	6	1	1	NUM
american_scientific_journal-6786	136	7	-	-	PUNCT
american_scientific_journal-6786	136	8	nn	nn	NUM
american_scientific_journal-6786	136	9	3	3	PROPN
american_scientific_journal-6786	136	10	-	-	PUNCT
american_scientific_journal-6786	136	11	nn	nn	NUM
american_scientific_journal-6786	136	12	5	5	PROPN
american_scientific_journal-6786	136	13	-	-	PUNCT
american_scientific_journal-6786	136	14	nn	nn	NUM
american_scientific_journal-6786	136	15	7	7	PROPN
american_scientific_journal-6786	136	16	-	-	PUNCT
american_scientific_journal-6786	136	17	nn	nn	NUM
american_scientific_journal-6786	136	18	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	136	19	97,50	97,50	NUM
american_scientific_journal-6786	136	20	±	±	NOUN
american_scientific_journal-6786	136	21	7,91	7,91	NOUN
american_scientific_journal-6786	137	1	77,00	77,00	NUM
american_scientific_journal-6786	137	2	±	±	NOUN
american_scientific_journal-6786	137	3	23,71	23,71	NUM
american_scientific_journal-6786	137	4	98,00	98,00	NUM
american_scientific_journal-6786	137	5	±	±	NUM
american_scientific_journal-6786	138	1	6,32	6,32	NUM
american_scientific_journal-6786	138	2	75,50	75,50	NUM
american_scientific_journal-6786	138	3	±	±	NUM
american_scientific_journal-6786	138	4	21,27	21,27	NUM
american_scientific_journal-6786	138	5	*	*	NOUN
american_scientific_journal-6786	138	6	77,00	77,00	NUM
american_scientific_journal-6786	138	7	±	±	NUM
american_scientific_journal-6786	138	8	17,51	17,51	NUM
american_scientific_journal-6786	138	9	*	*	SYM
american_scientific_journal-6786	138	10	75,00	75,00	NUM
american_scientific_journal-6786	138	11	±	±	NUM
american_scientific_journal-6786	138	12	23,69	23,69	ADJ
american_scientific_journal-6786	138	13	73,00	73,00	NUM
american_scientific_journal-6786	138	14	±	±	NUM
american_scientific_journal-6786	138	15	18,74	18,74	NUM
american_scientific_journal-6786	138	16	*	*	PUNCT
american_scientific_journal-6786	138	17	dlbcltumor	dlbcltumor	PROPN
american_scientific_journal-6786	138	18	80,54	80,54	NUM
american_scientific_journal-6786	138	19	±	±	NUM
american_scientific_journal-6786	138	20	10,70	10,70	NUM
american_scientific_journal-6786	138	21	72,50	72,50	NUM
american_scientific_journal-6786	138	22	±	±	NUM
american_scientific_journal-6786	138	23	16,15	16,15	PROPN
american_scientific_journal-6786	138	24	96,07	96,07	NUM
american_scientific_journal-6786	138	25	±	±	NUM
american_scientific_journal-6786	138	26	6,34	6,34	NOUN
american_scientific_journal-6786	138	27	84,11	84,11	PROPN
american_scientific_journal-6786	138	28	±	±	PROPN
american_scientific_journal-6786	138	29	13,56	13,56	PROPN
american_scientific_journal-6786	138	30	93,21	93,21	PROPN
american_scientific_journal-6786	138	31	±	±	NOUN
american_scientific_journal-6786	138	32	9,85	9,85	NOUN
american_scientific_journal-6786	138	33	89,82	89,82	ADJ
american_scientific_journal-6786	138	34	±	±	NUM
american_scientific_journal-6786	138	35	9,93	9,93	NUM
american_scientific_journal-6786	139	1	91,07	91,07	NUM
american_scientific_journal-6786	139	2	±	±	NUM
american_scientific_journal-6786	139	3	8,54	8,54	NUM
american_scientific_journal-6786	139	4	dlbcloutcome	dlbcloutcome	VERB
american_scientific_journal-6786	139	5	42,00	42,00	NUM
american_scientific_journal-6786	139	6	±	±	NOUN
american_scientific_journal-6786	139	7	24,81	24,81	NUM
american_scientific_journal-6786	139	8	53,33	53,33	NUM
american_scientific_journal-6786	139	9	±	±	NUM
american_scientific_journal-6786	139	10	11,55	11,55	NOUN
american_scientific_journal-6786	140	1	54,33	54,33	NUM
american_scientific_journal-6786	140	2	±	±	NUM
american_scientific_journal-6786	140	3	20,73	20,73	NUM
american_scientific_journal-6786	140	4	45,67	45,67	PROPN
american_scientific_journal-6786	140	5	±	±	NUM
american_scientific_journal-6786	140	6	24,65	24,65	PROPN
american_scientific_journal-6786	140	7	38,67	38,67	NUM
american_scientific_journal-6786	140	8	±	±	NOUN
american_scientific_journal-6786	140	9	24,61	24,61	NUM
american_scientific_journal-6786	140	10	47,67	47,67	NUM
american_scientific_journal-6786	140	11	±	±	NUM
american_scientific_journal-6786	140	12	23,83	23,83	NUM
american_scientific_journal-6786	140	13	53,00	53,00	NUM
american_scientific_journal-6786	140	14	±	±	NOUN
american_scientific_journal-6786	140	15	24,47	24,47	NUM
american_scientific_journal-6786	140	16	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	140	17	-	-	PUNCT
american_scientific_journal-6786	140	18	nih	nih	PROPN
american_scientific_journal-6786	140	19	59,58	59,58	PROPN
american_scientific_journal-6786	140	20	±	±	NUM
american_scientific_journal-6786	140	21	11,96	11,96	NUM
american_scientific_journal-6786	140	22	52,08	52,08	NUM
american_scientific_journal-6786	140	23	±	±	NOUN
american_scientific_journal-6786	140	24	9,87	9,87	NUM
american_scientific_journal-6786	140	25	63,75	63,75	NUM
american_scientific_journal-6786	140	26	±	±	NUM
american_scientific_journal-6786	140	27	11,46	11,46	NUM
american_scientific_journal-6786	140	28	51,25	51,25	NUM
american_scientific_journal-6786	140	29	±	±	NOUN
american_scientific_journal-6786	140	30	10,22	10,22	NUM
american_scientific_journal-6786	140	31	49,17	49,17	ADJ
american_scientific_journal-6786	140	32	±	±	NOUN
american_scientific_journal-6786	140	33	11,59	11,59	NUM
american_scientific_journal-6786	140	34	50,83	50,83	NUM
american_scientific_journal-6786	140	35	±	±	NOUN
american_scientific_journal-6786	140	36	9,78	9,78	NOUN
american_scientific_journal-6786	140	37	50,00	50,00	NUM
american_scientific_journal-6786	140	38	±	±	NUM
american_scientific_journal-6786	140	39	7,61	7,61	NUM
american_scientific_journal-6786	140	40	aml	aml	NOUN
american_scientific_journal-6786	140	41	-	-	PUNCT
american_scientific_journal-6786	140	42	all	all	DET
american_scientific_journal-6786	140	43	98,57	98,57	NOUN
american_scientific_journal-6786	140	44	±	±	NOUN
american_scientific_journal-6786	140	45	4,52	4,52	NUM
american_scientific_journal-6786	141	1	78,93	78,93	NUM
american_scientific_journal-6786	141	2	±	±	NUM
american_scientific_journal-6786	141	3	15,63	15,63	NOUN
american_scientific_journal-6786	141	4	*	*	SYM
american_scientific_journal-6786	141	5	98,57	98,57	NOUN
american_scientific_journal-6786	141	6	±	±	NOUN
american_scientific_journal-6786	141	7	4,52	4,52	NUM
american_scientific_journal-6786	142	1	84,64	84,64	NUM
american_scientific_journal-6786	142	2	±	±	NUM
american_scientific_journal-6786	142	3	18,14	18,14	NUM
american_scientific_journal-6786	142	4	83,39	83,39	NOUN
american_scientific_journal-6786	142	5	±	±	NUM
american_scientific_journal-6786	142	6	12,88	12,88	NOUN
american_scientific_journal-6786	142	7	*	*	SYM
american_scientific_journal-6786	142	8	83,39	83,39	ADJ
american_scientific_journal-6786	142	9	±	±	NUM
american_scientific_journal-6786	142	10	12,88	12,88	NOUN
american_scientific_journal-6786	142	11	*	*	SYM
american_scientific_journal-6786	142	12	77,86	77,86	NUM
american_scientific_journal-6786	142	13	±	±	NUM
american_scientific_journal-6786	142	14	11,30	11,30	NUM
american_scientific_journal-6786	142	15	*	*	SYM
american_scientific_journal-6786	142	16	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	142	17	-	-	PUNCT
american_scientific_journal-6786	142	18	outcome	outcome	NOUN
american_scientific_journal-6786	142	19	and	and	CCONJ
american_scientific_journal-6786	142	20	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	142	21	-	-	PUNCT
american_scientific_journal-6786	142	22	nih	nih	PROPN
american_scientific_journal-6786	142	23	databases	database	NOUN
american_scientific_journal-6786	142	24	'	'	PART
american_scientific_journal-6786	142	25	hit	hit	NOUN
american_scientific_journal-6786	142	26	rates	rate	NOUN
american_scientific_journal-6786	142	27	were	be	AUX
american_scientific_journal-6786	142	28	low	low	ADJ
american_scientific_journal-6786	142	29	compared	compare	VERB
american_scientific_journal-6786	142	30	to	to	ADP
american_scientific_journal-6786	142	31	other	other	ADJ
american_scientific_journal-6786	142	32	databases	database	NOUN
american_scientific_journal-6786	142	33	,	,	PUNCT
american_scientific_journal-6786	142	34	but	but	CCONJ
american_scientific_journal-6786	142	35	these	these	DET
american_scientific_journal-6786	142	36	results	result	NOUN
american_scientific_journal-6786	142	37	are	be	AUX
american_scientific_journal-6786	142	38	considered	consider	VERB
american_scientific_journal-6786	142	39	statistically	statistically	ADV
american_scientific_journal-6786	142	40	equivalent	equivalent	ADJ
american_scientific_journal-6786	142	41	.	.	PUNCT
american_scientific_journal-6786	143	1	analyzing	analyze	VERB
american_scientific_journal-6786	143	2	the	the	DET
american_scientific_journal-6786	143	3	results	result	NOUN
american_scientific_journal-6786	143	4	from	from	ADP
american_scientific_journal-6786	143	5	the	the	DET
american_scientific_journal-6786	143	6	all	all	DET
american_scientific_journal-6786	143	7	/	/	SYM
american_scientific_journal-6786	143	8	aml	aml	NOUN
american_scientific_journal-6786	143	9	database	database	NOUN
american_scientific_journal-6786	143	10	,	,	PUNCT
american_scientific_journal-6786	143	11	the	the	DET
american_scientific_journal-6786	143	12	7	7	NUM
american_scientific_journal-6786	143	13	-	-	PUNCT
american_scientific_journal-6786	143	14	nn	nn	NOUN
american_scientific_journal-6786	143	15	algorithm	algorithm	NOUN
american_scientific_journal-6786	143	16	has	have	VERB
american_scientific_journal-6786	143	17	a	a	DET
american_scientific_journal-6786	143	18	lower	low	ADJ
american_scientific_journal-6786	143	19	hit	hit	VERB
american_scientific_journal-6786	143	20	rate	rate	NOUN
american_scientific_journal-6786	143	21	.	.	PUNCT
american_scientific_journal-6786	144	1	the	the	DET
american_scientific_journal-6786	144	2	c4.5	c4.5	PROPN
american_scientific_journal-6786	144	3	,	,	PUNCT
american_scientific_journal-6786	144	4	3	3	NUM
american_scientific_journal-6786	144	5	-	-	SYM
american_scientific_journal-6786	144	6	nn	nn	NOUN
american_scientific_journal-6786	144	7	,	,	PUNCT
american_scientific_journal-6786	144	8	and	and	CCONJ
american_scientific_journal-6786	144	9	5	5	NUM
american_scientific_journal-6786	144	10	-	-	PUNCT
american_scientific_journal-6786	144	11	nn	nn	NOUN
american_scientific_journal-6786	144	12	algorithms	algorithm	NOUN
american_scientific_journal-6786	144	13	also	also	ADV
american_scientific_journal-6786	144	14	have	have	VERB
american_scientific_journal-6786	144	15	worse	bad	ADJ
american_scientific_journal-6786	144	16	results	result	NOUN
american_scientific_journal-6786	144	17	.	.	PUNCT
american_scientific_journal-6786	145	1	4.2	4.2	NUM
american_scientific_journal-6786	145	2	.	.	PUNCT
american_scientific_journal-6786	145	3	results	result	NOUN
american_scientific_journal-6786	145	4	obtained	obtain	VERB
american_scientific_journal-6786	145	5	with	with	ADP
american_scientific_journal-6786	145	6	the	the	DET
american_scientific_journal-6786	145	7	proposed	propose	VERB
american_scientific_journal-6786	145	8	approach	approach	NOUN
american_scientific_journal-6786	145	9	this	this	DET
american_scientific_journal-6786	145	10	section	section	NOUN
american_scientific_journal-6786	145	11	presents	present	VERB
american_scientific_journal-6786	145	12	the	the	DET
american_scientific_journal-6786	145	13	results	result	NOUN
american_scientific_journal-6786	145	14	after	after	ADP
american_scientific_journal-6786	145	15	applying	apply	VERB
american_scientific_journal-6786	145	16	the	the	DET
american_scientific_journal-6786	145	17	proposed	propose	VERB
american_scientific_journal-6786	145	18	new	new	ADJ
american_scientific_journal-6786	145	19	approach	approach	NOUN
american_scientific_journal-6786	145	20	to	to	PART
american_scientific_journal-6786	145	21	classify	classify	VERB
american_scientific_journal-6786	145	22	attribute	attribute	NOUN
american_scientific_journal-6786	145	23	subsets	subset	NOUN
american_scientific_journal-6786	145	24	using	use	VERB
american_scientific_journal-6786	145	25	filter	filter	NOUN
american_scientific_journal-6786	145	26	and	and	CCONJ
american_scientific_journal-6786	145	27	wrapper	wrapper	NOUN
american_scientific_journal-6786	145	28	.	.	PUNCT
american_scientific_journal-6786	146	1	filter	filter	NOUN
american_scientific_journal-6786	146	2	approach	approach	NOUN
american_scientific_journal-6786	146	3	the	the	DET
american_scientific_journal-6786	146	4	same	same	ADJ
american_scientific_journal-6786	146	5	criterion	criterion	NOUN
american_scientific_journal-6786	146	6	was	be	AUX
american_scientific_journal-6786	146	7	used	use	VERB
american_scientific_journal-6786	146	8	to	to	PART
american_scientific_journal-6786	146	9	execute	execute	VERB
american_scientific_journal-6786	146	10	attribute	attribute	NOUN
american_scientific_journal-6786	146	11	selection	selection	NOUN
american_scientific_journal-6786	146	12	and	and	CCONJ
american_scientific_journal-6786	146	13	classification	classification	NOUN
american_scientific_journal-6786	146	14	.	.	PUNCT
american_scientific_journal-6786	147	1	it	it	PRON
american_scientific_journal-6786	147	2	is	be	AUX
american_scientific_journal-6786	147	3	not	not	PART
american_scientific_journal-6786	147	4	possible	possible	ADJ
american_scientific_journal-6786	147	5	to	to	PART
american_scientific_journal-6786	147	6	present	present	VERB
american_scientific_journal-6786	147	7	the	the	DET
american_scientific_journal-6786	147	8	american	american	ADJ
american_scientific_journal-6786	147	9	scientific	scientific	ADJ
american_scientific_journal-6786	147	10	research	research	PROPN
american_scientific_journal-6786	147	11	journal	journal	NOUN
american_scientific_journal-6786	147	12	for	for	ADP
american_scientific_journal-6786	147	13	engineering	engineering	NOUN
american_scientific_journal-6786	147	14	,	,	PUNCT
american_scientific_journal-6786	147	15	technology	technology	NOUN
american_scientific_journal-6786	147	16	,	,	PUNCT
american_scientific_journal-6786	147	17	and	and	CCONJ
american_scientific_journal-6786	147	18	sciences	science	NOUN
american_scientific_journal-6786	147	19	(	(	PUNCT
american_scientific_journal-6786	147	20	asrjets	asrjet	NOUN
american_scientific_journal-6786	147	21	)	)	PUNCT
american_scientific_journal-6786	147	22	(	(	PUNCT
american_scientific_journal-6786	147	23	2021	2021	NUM
american_scientific_journal-6786	147	24	)	)	PUNCT
american_scientific_journal-6786	147	25	volume	volume	NOUN
american_scientific_journal-6786	147	26	78	78	NUM
american_scientific_journal-6786	147	27	,	,	PUNCT
american_scientific_journal-6786	147	28	no	no	DET
american_scientific_journal-6786	147	29	1	1	NUM
american_scientific_journal-6786	147	30	,	,	PUNCT
american_scientific_journal-6786	147	31	pp	pp	ADV
american_scientific_journal-6786	147	32	131	131	NUM
american_scientific_journal-6786	147	33	-	-	SYM
american_scientific_journal-6786	147	34	149	149	NUM
american_scientific_journal-6786	147	35	139	139	NUM
american_scientific_journal-6786	147	36	1800	1800	NUM
american_scientific_journal-6786	147	37	results	result	NOUN
american_scientific_journal-6786	147	38	obtained	obtain	VERB
american_scientific_journal-6786	147	39	in	in	ADP
american_scientific_journal-6786	147	40	each	each	DET
american_scientific_journal-6786	147	41	database	database	NOUN
american_scientific_journal-6786	147	42	.	.	PUNCT
american_scientific_journal-6786	148	1	first	first	ADV
american_scientific_journal-6786	148	2	,	,	PUNCT
american_scientific_journal-6786	148	3	an	an	DET
american_scientific_journal-6786	148	4	arithmetic	arithmetic	ADJ
american_scientific_journal-6786	148	5	calculation	calculation	NOUN
american_scientific_journal-6786	148	6	of	of	ADP
american_scientific_journal-6786	148	7	all	all	DET
american_scientific_journal-6786	148	8	ten	ten	NUM
american_scientific_journal-6786	148	9	executions	execution	NOUN
american_scientific_journal-6786	148	10	of	of	ADP
american_scientific_journal-6786	148	11	each	each	DET
american_scientific_journal-6786	148	12	attribute	attribute	NOUN
american_scientific_journal-6786	148	13	subset	subset	VERB
american_scientific_journal-6786	148	14	generated	generate	VERB
american_scientific_journal-6786	148	15	by	by	ADP
american_scientific_journal-6786	148	16	the	the	DET
american_scientific_journal-6786	148	17	random	random	ADJ
american_scientific_journal-6786	148	18	projection	projection	NOUN
american_scientific_journal-6786	148	19	method	method	NOUN
american_scientific_journal-6786	148	20	was	be	AUX
american_scientific_journal-6786	148	21	calculated	calculate	VERB
american_scientific_journal-6786	148	22	.	.	PUNCT
american_scientific_journal-6786	149	1	we	we	PRON
american_scientific_journal-6786	149	2	obtained	obtain	VERB
american_scientific_journal-6786	149	3	the	the	DET
american_scientific_journal-6786	149	4	results	result	NOUN
american_scientific_journal-6786	149	5	from	from	ADP
american_scientific_journal-6786	149	6	each	each	DET
american_scientific_journal-6786	149	7	attribute	attribute	NOUN
american_scientific_journal-6786	149	8	selection	selection	NOUN
american_scientific_journal-6786	149	9	method	method	NOUN
american_scientific_journal-6786	149	10	of	of	ADP
american_scientific_journal-6786	149	11	each	each	DET
american_scientific_journal-6786	149	12	attribute	attribute	NOUN
american_scientific_journal-6786	149	13	subset	subset	VERB
american_scientific_journal-6786	149	14	.	.	PUNCT
american_scientific_journal-6786	150	1	after	after	ADP
american_scientific_journal-6786	150	2	that	that	PRON
american_scientific_journal-6786	150	3	,	,	PUNCT
american_scientific_journal-6786	150	4	the	the	DET
american_scientific_journal-6786	150	5	manner	manner	NOUN
american_scientific_journal-6786	150	6	was	be	AUX
american_scientific_journal-6786	150	7	again	again	ADV
american_scientific_journal-6786	150	8	determined	determine	VERB
american_scientific_journal-6786	150	9	from	from	ADP
american_scientific_journal-6786	150	10	all	all	PRON
american_scientific_journal-6786	150	11	of	of	ADP
american_scientific_journal-6786	150	12	the	the	DET
american_scientific_journal-6786	150	13	previously	previously	ADV
american_scientific_journal-6786	150	14	obtained	obtain	VERB
american_scientific_journal-6786	150	15	results	result	NOUN
american_scientific_journal-6786	150	16	,	,	PUNCT
american_scientific_journal-6786	150	17	and	and	CCONJ
american_scientific_journal-6786	150	18	these	these	PRON
american_scientific_journal-6786	150	19	are	be	AUX
american_scientific_journal-6786	150	20	the	the	DET
american_scientific_journal-6786	150	21	results	result	NOUN
american_scientific_journal-6786	150	22	presented	present	VERB
american_scientific_journal-6786	150	23	.	.	PUNCT
american_scientific_journal-6786	151	1	table	table	NOUN
american_scientific_journal-6786	151	2	3	3	NUM
american_scientific_journal-6786	151	3	presents	present	VERB
american_scientific_journal-6786	151	4	the	the	DET
american_scientific_journal-6786	151	5	joint	joint	ADJ
american_scientific_journal-6786	151	6	use	use	NOUN
american_scientific_journal-6786	151	7	of	of	ADP
american_scientific_journal-6786	151	8	the	the	DET
american_scientific_journal-6786	151	9	random	random	ADJ
american_scientific_journal-6786	151	10	projection	projection	NOUN
american_scientific_journal-6786	151	11	method	method	NOUN
american_scientific_journal-6786	151	12	and	and	CCONJ
american_scientific_journal-6786	151	13	the	the	DET
american_scientific_journal-6786	151	14	selection	selection	NOUN
american_scientific_journal-6786	151	15	of	of	ADP
american_scientific_journal-6786	151	16	attributes	attribute	NOUN
american_scientific_journal-6786	151	17	in	in	ADP
american_scientific_journal-6786	151	18	the	the	DET
american_scientific_journal-6786	151	19	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	151	20	database	database	NOUN
american_scientific_journal-6786	151	21	.	.	PUNCT
american_scientific_journal-6786	152	1	it	it	PRON
american_scientific_journal-6786	152	2	is	be	AUX
american_scientific_journal-6786	152	3	observed	observe	VERB
american_scientific_journal-6786	152	4	that	that	SCONJ
american_scientific_journal-6786	152	5	in	in	ADP
american_scientific_journal-6786	152	6	subset	subset	NOUN
american_scientific_journal-6786	152	7	1.1	1.1	NUM
american_scientific_journal-6786	152	8	,	,	PUNCT
american_scientific_journal-6786	152	9	the	the	DET
american_scientific_journal-6786	152	10	algorithms	algorithm	NOUN
american_scientific_journal-6786	152	11	c4.5	c4.5	PROPN
american_scientific_journal-6786	152	12	and	and	CCONJ
american_scientific_journal-6786	152	13	k	k	PROPN
american_scientific_journal-6786	152	14	-	-	PUNCT
american_scientific_journal-6786	152	15	nn	nn	NOUN
american_scientific_journal-6786	152	16	,	,	PUNCT
american_scientific_journal-6786	152	17	for	for	ADP
american_scientific_journal-6786	152	18	the	the	DET
american_scientific_journal-6786	152	19	values	value	NOUN
american_scientific_journal-6786	152	20	of	of	ADP
american_scientific_journal-6786	152	21	k	k	PROPN
american_scientific_journal-6786	152	22	=	=	SYM
american_scientific_journal-6786	152	23	1	1	NUM
american_scientific_journal-6786	152	24	,	,	PUNCT
american_scientific_journal-6786	152	25	k	k	NOUN
american_scientific_journal-6786	152	26	=	=	SYM
american_scientific_journal-6786	152	27	3	3	NUM
american_scientific_journal-6786	152	28	,	,	PUNCT
american_scientific_journal-6786	152	29	and	and	CCONJ
american_scientific_journal-6786	152	30	k	k	PROPN
american_scientific_journal-6786	152	31	=	=	SYM
american_scientific_journal-6786	152	32	5	5	NUM
american_scientific_journal-6786	152	33	,	,	PUNCT
american_scientific_journal-6786	152	34	were	be	AUX
american_scientific_journal-6786	152	35	considered	consider	VERB
american_scientific_journal-6786	152	36	statistically	statistically	ADV
american_scientific_journal-6786	152	37	worse	bad	ADJ
american_scientific_journal-6786	152	38	when	when	SCONJ
american_scientific_journal-6786	152	39	compared	compare	VERB
american_scientific_journal-6786	152	40	with	with	ADP
american_scientific_journal-6786	152	41	the	the	DET
american_scientific_journal-6786	152	42	naïve	naïve	ADJ
american_scientific_journal-6786	152	43	bayes	bayes	NOUN
american_scientific_journal-6786	152	44	base	base	NOUN
american_scientific_journal-6786	152	45	algorithm	algorithm	NOUN
american_scientific_journal-6786	152	46	.	.	PUNCT
american_scientific_journal-6786	153	1	in	in	ADP
american_scientific_journal-6786	153	2	subset	subset	NOUN
american_scientific_journal-6786	153	3	1.2	1.2	NUM
american_scientific_journal-6786	153	4	,	,	PUNCT
american_scientific_journal-6786	153	5	only	only	ADV
american_scientific_journal-6786	153	6	the	the	DET
american_scientific_journal-6786	153	7	1	1	NUM
american_scientific_journal-6786	153	8	-	-	PUNCT
american_scientific_journal-6786	153	9	nn	nn	NUM
american_scientific_journal-6786	153	10	algorithm	algorithm	NOUN
american_scientific_journal-6786	153	11	is	be	AUX
american_scientific_journal-6786	153	12	statistically	statistically	ADV
american_scientific_journal-6786	153	13	worse	bad	ADJ
american_scientific_journal-6786	153	14	than	than	ADP
american_scientific_journal-6786	153	15	naïve	naïve	ADJ
american_scientific_journal-6786	153	16	bayes	baye	NOUN
american_scientific_journal-6786	153	17	.	.	PUNCT
american_scientific_journal-6786	154	1	the	the	DET
american_scientific_journal-6786	154	2	others	other	NOUN
american_scientific_journal-6786	154	3	are	be	AUX
american_scientific_journal-6786	154	4	considered	consider	VERB
american_scientific_journal-6786	154	5	equivalent	equivalent	ADJ
american_scientific_journal-6786	154	6	.	.	PUNCT
american_scientific_journal-6786	155	1	still	still	ADV
american_scientific_journal-6786	155	2	,	,	PUNCT
american_scientific_journal-6786	155	3	in	in	ADP
american_scientific_journal-6786	155	4	subsets	subset	NOUN
american_scientific_journal-6786	155	5	2.1	2.1	NUM
american_scientific_journal-6786	155	6	and	and	CCONJ
american_scientific_journal-6786	155	7	2.2	2.2	NUM
american_scientific_journal-6786	155	8	,	,	PUNCT
american_scientific_journal-6786	155	9	only	only	ADV
american_scientific_journal-6786	155	10	the	the	DET
american_scientific_journal-6786	155	11	svm	svm	ADJ
american_scientific_journal-6786	155	12	algorithm	algorithm	NOUN
american_scientific_journal-6786	155	13	is	be	AUX
american_scientific_journal-6786	155	14	considered	consider	VERB
american_scientific_journal-6786	155	15	equivalent	equivalent	ADJ
american_scientific_journal-6786	155	16	to	to	ADP
american_scientific_journal-6786	155	17	the	the	DET
american_scientific_journal-6786	155	18	base	base	NOUN
american_scientific_journal-6786	155	19	algorithm	algorithm	NOUN
american_scientific_journal-6786	155	20	;	;	PUNCT
american_scientific_journal-6786	155	21	the	the	DET
american_scientific_journal-6786	155	22	rest	rest	NOUN
american_scientific_journal-6786	155	23	is	be	AUX
american_scientific_journal-6786	155	24	statistically	statistically	ADV
american_scientific_journal-6786	155	25	worse	bad	ADJ
american_scientific_journal-6786	155	26	.	.	PUNCT
american_scientific_journal-6786	156	1	table	table	NOUN
american_scientific_journal-6786	156	2	3	3	NUM
american_scientific_journal-6786	156	3	:	:	PUNCT
american_scientific_journal-6786	156	4	average	average	ADJ
american_scientific_journal-6786	156	5	precision	precision	NOUN
american_scientific_journal-6786	156	6	on	on	ADP
american_scientific_journal-6786	156	7	each	each	DET
american_scientific_journal-6786	156	8	database	database	NOUN
american_scientific_journal-6786	156	9	using	use	VERB
american_scientific_journal-6786	156	10	the	the	DET
american_scientific_journal-6786	156	11	joint	joint	ADJ
american_scientific_journal-6786	156	12	use	use	NOUN
american_scientific_journal-6786	156	13	of	of	ADP
american_scientific_journal-6786	156	14	random	random	ADJ
american_scientific_journal-6786	156	15	projection	projection	NOUN
american_scientific_journal-6786	156	16	method	method	NOUN
american_scientific_journal-6786	156	17	and	and	CCONJ
american_scientific_journal-6786	156	18	attributes	attribute	VERB
american_scientific_journal-6786	156	19	selection	selection	NOUN
american_scientific_journal-6786	156	20	using	use	VERB
american_scientific_journal-6786	156	21	the	the	DET
american_scientific_journal-6786	156	22	filter	filter	NOUN
american_scientific_journal-6786	156	23	approach	approach	NOUN
american_scientific_journal-6786	156	24	in	in	ADP
american_scientific_journal-6786	156	25	the	the	DET
american_scientific_journal-6786	156	26	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	156	27	subsets	subset	NOUN
american_scientific_journal-6786	156	28	(	(	PUNCT
american_scientific_journal-6786	156	29	in	in	ADP
american_scientific_journal-6786	156	30	%	%	NOUN
american_scientific_journal-6786	156	31	)	)	PUNCT
american_scientific_journal-6786	156	32	.	.	PUNCT
american_scientific_journal-6786	157	1	dataset	dataset	PROPN
american_scientific_journal-6786	157	2	s	s	X
american_scientific_journal-6786	157	3	naïve	naïve	ADJ
american_scientific_journal-6786	157	4	bayes	bayes	NOUN
american_scientific_journal-6786	157	5	c4.5	c4.5	PROPN
american_scientific_journal-6786	157	6	svm	svm	VERB
american_scientific_journal-6786	157	7	1	1	NUM
american_scientific_journal-6786	157	8	-	-	PUNCT
american_scientific_journal-6786	157	9	nn	nn	NUM
american_scientific_journal-6786	157	10	3	3	PROPN
american_scientific_journal-6786	157	11	-	-	PUNCT
american_scientific_journal-6786	157	12	nn	nn	NUM
american_scientific_journal-6786	157	13	5	5	PROPN
american_scientific_journal-6786	157	14	-	-	PUNCT
american_scientific_journal-6786	157	15	nn	nn	NUM
american_scientific_journal-6786	157	16	7	7	PROPN
american_scientific_journal-6786	157	17	-	-	PUNCT
american_scientific_journal-6786	157	18	nn	nn	NUM
american_scientific_journal-6786	157	19	s	s	PROPN
american_scientific_journal-6786	157	20	+	+	PROPN
american_scientific_journal-6786	157	21	d	d	PROPN
american_scientific_journal-6786	157	22	87,70	87,70	NUM
american_scientific_journal-6786	157	23	±	±	NUM
american_scientific_journal-6786	157	24	12,17	12,17	PROPN
american_scientific_journal-6786	157	25	*	*	PROPN
american_scientific_journal-6786	157	26	77,30	77,30	NUM
american_scientific_journal-6786	157	27	±	±	NOUN
american_scientific_journal-6786	157	28	4,99	4,99	PROPN
american_scientific_journal-6786	157	29	87,79	87,79	NUM
american_scientific_journal-6786	157	30	±	±	NUM
american_scientific_journal-6786	157	31	11,45	11,45	PROPN
american_scientific_journal-6786	157	32	83,62	83,62	NUM
american_scientific_journal-6786	157	33	±	±	NUM
american_scientific_journal-6786	157	34	12,38	12,38	NUM
american_scientific_journal-6786	157	35	*	*	SYM
american_scientific_journal-6786	157	36	85,62	85,62	NUM
american_scientific_journal-6786	157	37	±	±	NUM
american_scientific_journal-6786	157	38	11,71	11,71	NUM
american_scientific_journal-6786	157	39	*	*	SYM
american_scientific_journal-6786	157	40	85,95	85,95	NUM
american_scientific_journal-6786	157	41	±	±	NUM
american_scientific_journal-6786	157	42	12,13	12,13	NUM
american_scientific_journal-6786	157	43	*	*	NUM
american_scientific_journal-6786	157	44	86,43	86,43	PROPN
american_scientific_journal-6786	157	45	±	±	NUM
american_scientific_journal-6786	157	46	12,06	12,06	NUM
american_scientific_journal-6786	157	47	s	s	NOUN
american_scientific_journal-6786	157	48	+	+	NUM
american_scientific_journal-6786	157	49	c	c	PROPN
american_scientific_journal-6786	157	50	83,09	83,09	PROPN
american_scientific_journal-6786	157	51	±	±	NUM
american_scientific_journal-6786	157	52	8,23	8,23	NUM
american_scientific_journal-6786	157	53	80,96	80,96	NUM
american_scientific_journal-6786	157	54	±	±	NOUN
american_scientific_journal-6786	157	55	7,55	7,55	NUM
american_scientific_journal-6786	157	56	82,89	82,89	NUM
american_scientific_journal-6786	157	57	±	±	NUM
american_scientific_journal-6786	157	58	8,24	8,24	PROPN
american_scientific_journal-6786	157	59	80,31	80,31	NUM
american_scientific_journal-6786	157	60	±	±	NUM
american_scientific_journal-6786	157	61	10,26	10,26	NOUN
american_scientific_journal-6786	157	62	*	*	SYM
american_scientific_journal-6786	157	63	82,48	82,48	NUM
american_scientific_journal-6786	157	64	±	±	NUM
american_scientific_journal-6786	157	65	9,40	9,40	NUM
american_scientific_journal-6786	157	66	82,08	82,08	NUM
american_scientific_journal-6786	157	67	±	±	NOUN
american_scientific_journal-6786	157	68	9,42	9,42	NOUN
american_scientific_journal-6786	157	69	82,66	82,66	NUM
american_scientific_journal-6786	157	70	±	±	NUM
american_scientific_journal-6786	157	71	9,51	9,51	NOUN
american_scientific_journal-6786	158	1	r	r	NOUN
american_scientific_journal-6786	159	1	+	+	CCONJ
american_scientific_journal-6786	160	1	d	d	PROPN
american_scientific_journal-6786	160	2	83,00	83,00	NUM
american_scientific_journal-6786	160	3	±	±	NUM
american_scientific_journal-6786	160	4	12,20	12,20	NUM
american_scientific_journal-6786	160	5	73,17	73,17	ADJ
american_scientific_journal-6786	160	6	±	±	NOUN
american_scientific_journal-6786	160	7	7,29	7,29	NOUN
american_scientific_journal-6786	160	8	*	*	NOUN
american_scientific_journal-6786	160	9	83,62	83,62	ADJ
american_scientific_journal-6786	160	10	±	±	NUM
american_scientific_journal-6786	160	11	11,91	11,91	NUM
american_scientific_journal-6786	160	12	75,03	75,03	NUM
american_scientific_journal-6786	160	13	±	±	NUM
american_scientific_journal-6786	160	14	10,03	10,03	NOUN
american_scientific_journal-6786	160	15	*	*	PUNCT
american_scientific_journal-6786	160	16	77,83	77,83	NUM
american_scientific_journal-6786	160	17	±	±	NUM
american_scientific_journal-6786	160	18	10,17	10,17	NUM
american_scientific_journal-6786	160	19	*	*	PROPN
american_scientific_journal-6786	160	20	79,14	79,14	NUM
american_scientific_journal-6786	160	21	±	±	NUM
american_scientific_journal-6786	160	22	10,72	10,72	NUM
american_scientific_journal-6786	160	23	*	*	NUM
american_scientific_journal-6786	160	24	79,95	79,95	NUM
american_scientific_journal-6786	160	25	±	±	NUM
american_scientific_journal-6786	160	26	10,92	10,92	NOUN
american_scientific_journal-6786	160	27	*	*	NOUN
american_scientific_journal-6786	160	28	r	r	NOUN
american_scientific_journal-6786	161	1	+	+	NOUN
american_scientific_journal-6786	161	2	c	c	NOUN
american_scientific_journal-6786	161	3	82,26	82,26	NUM
american_scientific_journal-6786	161	4	±	±	NUM
american_scientific_journal-6786	161	5	7,03	7,03	NUM
american_scientific_journal-6786	161	6	72,57	72,57	NUM
american_scientific_journal-6786	161	7	±	±	NOUN
american_scientific_journal-6786	161	8	3,15	3,15	NUM
american_scientific_journal-6786	161	9	*	*	NOUN
american_scientific_journal-6786	161	10	82,76	82,76	NUM
american_scientific_journal-6786	161	11	±	±	NOUN
american_scientific_journal-6786	161	12	7,18	7,18	NOUN
american_scientific_journal-6786	161	13	72,80	72,80	NUM
american_scientific_journal-6786	161	14	±	±	NUM
american_scientific_journal-6786	161	15	5,27	5,27	NUM
american_scientific_journal-6786	161	16	*	*	SYM
american_scientific_journal-6786	161	17	76,33	76,33	NUM
american_scientific_journal-6786	161	18	±	±	NOUN
american_scientific_journal-6786	161	19	6,29	6,29	NOUN
american_scientific_journal-6786	161	20	*	*	PUNCT
american_scientific_journal-6786	161	21	77,25	77,25	NUM
american_scientific_journal-6786	161	22	±	±	NUM
american_scientific_journal-6786	161	23	6,09	6,09	NOUN
american_scientific_journal-6786	161	24	*	*	SYM
american_scientific_journal-6786	161	25	77,18	77,18	NUM
american_scientific_journal-6786	161	26	±	±	NUM
american_scientific_journal-6786	161	27	6,00	6,00	NUM
american_scientific_journal-6786	161	28	*	*	PUNCT
american_scientific_journal-6786	161	29	comparing	compare	VERB
american_scientific_journal-6786	161	30	the	the	DET
american_scientific_journal-6786	161	31	results	result	NOUN
american_scientific_journal-6786	161	32	from	from	ADP
american_scientific_journal-6786	161	33	the	the	DET
american_scientific_journal-6786	161	34	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	161	35	reduction	reduction	NOUN
american_scientific_journal-6786	161	36	method	method	NOUN
american_scientific_journal-6786	161	37	with	with	ADP
american_scientific_journal-6786	161	38	the	the	DET
american_scientific_journal-6786	161	39	results	result	NOUN
american_scientific_journal-6786	161	40	of	of	ADP
american_scientific_journal-6786	161	41	the	the	DET
american_scientific_journal-6786	161	42	algorithms	algorithm	NOUN
american_scientific_journal-6786	161	43	in	in	ADP
american_scientific_journal-6786	161	44	the	the	DET
american_scientific_journal-6786	161	45	original	original	ADJ
american_scientific_journal-6786	161	46	database	database	NOUN
american_scientific_journal-6786	161	47	(	(	PUNCT
american_scientific_journal-6786	161	48	table	table	NOUN
american_scientific_journal-6786	161	49	2	2	NUM
american_scientific_journal-6786	161	50	)	)	PUNCT
american_scientific_journal-6786	161	51	,	,	PUNCT
american_scientific_journal-6786	161	52	it	it	PRON
american_scientific_journal-6786	161	53	is	be	AUX
american_scientific_journal-6786	161	54	observed	observe	VERB
american_scientific_journal-6786	161	55	that	that	SCONJ
american_scientific_journal-6786	161	56	in	in	ADP
american_scientific_journal-6786	161	57	only	only	ADV
american_scientific_journal-6786	161	58	two	two	NUM
american_scientific_journal-6786	161	59	cases	case	NOUN
american_scientific_journal-6786	161	60	,	,	PUNCT
american_scientific_journal-6786	161	61	in	in	ADP
american_scientific_journal-6786	161	62	the	the	DET
american_scientific_journal-6786	161	63	naïve	naïve	ADJ
american_scientific_journal-6786	161	64	bayes	bayes	NOUN
american_scientific_journal-6786	161	65	algorithm	algorithm	NOUN
american_scientific_journal-6786	161	66	and	and	CCONJ
american_scientific_journal-6786	161	67	the	the	DET
american_scientific_journal-6786	161	68	svm	svm	PROPN
american_scientific_journal-6786	161	69	,	,	PUNCT
american_scientific_journal-6786	161	70	the	the	DET
american_scientific_journal-6786	161	71	result	result	NOUN
american_scientific_journal-6786	161	72	without	without	ADP
american_scientific_journal-6786	161	73	applying	apply	VERB
american_scientific_journal-6786	161	74	the	the	DET
american_scientific_journal-6786	161	75	method	method	NOUN
american_scientific_journal-6786	161	76	of	of	ADP
american_scientific_journal-6786	161	77	reduction	reduction	NOUN
american_scientific_journal-6786	161	78	of	of	ADP
american_scientific_journal-6786	161	79	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	161	80	was	be	AUX
american_scientific_journal-6786	161	81	better	well	ADJ
american_scientific_journal-6786	161	82	.	.	PUNCT
american_scientific_journal-6786	162	1	table	table	NOUN
american_scientific_journal-6786	162	2	4	4	NUM
american_scientific_journal-6786	162	3	presents	present	VERB
american_scientific_journal-6786	162	4	the	the	DET
american_scientific_journal-6786	162	5	joint	joint	ADJ
american_scientific_journal-6786	162	6	use	use	NOUN
american_scientific_journal-6786	162	7	of	of	ADP
american_scientific_journal-6786	162	8	the	the	DET
american_scientific_journal-6786	162	9	random	random	ADJ
american_scientific_journal-6786	162	10	projection	projection	NOUN
american_scientific_journal-6786	162	11	method	method	NOUN
american_scientific_journal-6786	162	12	and	and	CCONJ
american_scientific_journal-6786	162	13	the	the	DET
american_scientific_journal-6786	162	14	selection	selection	NOUN
american_scientific_journal-6786	162	15	of	of	ADP
american_scientific_journal-6786	162	16	attributes	attribute	NOUN
american_scientific_journal-6786	162	17	in	in	ADP
american_scientific_journal-6786	162	18	the	the	DET
american_scientific_journal-6786	162	19	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	162	20	-	-	PUNCT
american_scientific_journal-6786	162	21	tumor	tumor	NOUN
american_scientific_journal-6786	162	22	database	database	NOUN
american_scientific_journal-6786	162	23	.	.	PUNCT
american_scientific_journal-6786	163	1	in	in	ADP
american_scientific_journal-6786	163	2	these	these	DET
american_scientific_journal-6786	163	3	experiments	experiment	NOUN
american_scientific_journal-6786	163	4	,	,	PUNCT
american_scientific_journal-6786	163	5	the	the	DET
american_scientific_journal-6786	163	6	c4.5	c4.5	PROPN
american_scientific_journal-6786	163	7	algorithm	algorithm	NOUN
american_scientific_journal-6786	163	8	had	have	VERB
american_scientific_journal-6786	163	9	its	its	PRON
american_scientific_journal-6786	163	10	results	result	NOUN
american_scientific_journal-6786	163	11	considered	consider	VERB
american_scientific_journal-6786	163	12	statistically	statistically	ADV
american_scientific_journal-6786	163	13	worse	bad	ADJ
american_scientific_journal-6786	163	14	than	than	ADP
american_scientific_journal-6786	163	15	the	the	DET
american_scientific_journal-6786	163	16	naïve	naïve	ADJ
american_scientific_journal-6786	163	17	bayes	bayes	NOUN
american_scientific_journal-6786	163	18	base	base	NOUN
american_scientific_journal-6786	163	19	algorithm	algorithm	NOUN
american_scientific_journal-6786	163	20	in	in	ADP
american_scientific_journal-6786	163	21	all	all	DET
american_scientific_journal-6786	163	22	cases	case	NOUN
american_scientific_journal-6786	163	23	.	.	PUNCT
american_scientific_journal-6786	164	1	in	in	ADP
american_scientific_journal-6786	164	2	addition	addition	NOUN
american_scientific_journal-6786	164	3	to	to	ADP
american_scientific_journal-6786	164	4	the	the	DET
american_scientific_journal-6786	164	5	c4.5	c4.5	PROPN
american_scientific_journal-6786	164	6	algorithms	algorithm	NOUN
american_scientific_journal-6786	164	7	,	,	PUNCT
american_scientific_journal-6786	164	8	the	the	DET
american_scientific_journal-6786	164	9	1	1	NUM
american_scientific_journal-6786	164	10	-	-	PUNCT
american_scientific_journal-6786	164	11	nn	nn	NOUN
american_scientific_journal-6786	164	12	algorithm	algorithm	NOUN
american_scientific_journal-6786	164	13	in	in	ADP
american_scientific_journal-6786	164	14	the	the	DET
american_scientific_journal-6786	164	15	subsets	subset	NOUN
american_scientific_journal-6786	164	16	s+d	s+d	ADV
american_scientific_journal-6786	164	17	and	and	CCONJ
american_scientific_journal-6786	164	18	r+c	r+c	NOUN
american_scientific_journal-6786	164	19	and	and	CCONJ
american_scientific_journal-6786	164	20	the	the	DET
american_scientific_journal-6786	164	21	svm	svm	ADJ
american_scientific_journal-6786	164	22	algorithm	algorithm	NOUN
american_scientific_journal-6786	164	23	in	in	ADP
american_scientific_journal-6786	164	24	the	the	DET
american_scientific_journal-6786	164	25	subset	subset	NOUN
american_scientific_journal-6786	164	26	s+c	s+c	X
american_scientific_journal-6786	164	27	had	have	VERB
american_scientific_journal-6786	164	28	their	their	PRON
american_scientific_journal-6786	164	29	results	result	NOUN
american_scientific_journal-6786	164	30	statistically	statistically	ADV
american_scientific_journal-6786	164	31	worse	bad	ADJ
american_scientific_journal-6786	164	32	in	in	ADP
american_scientific_journal-6786	164	33	their	their	PRON
american_scientific_journal-6786	164	34	subsets	subset	NOUN
american_scientific_journal-6786	164	35	.	.	PUNCT
american_scientific_journal-6786	165	1	it	it	PRON
american_scientific_journal-6786	165	2	is	be	AUX
american_scientific_journal-6786	165	3	worth	worth	ADJ
american_scientific_journal-6786	165	4	mentioning	mention	VERB
american_scientific_journal-6786	165	5	the	the	DET
american_scientific_journal-6786	165	6	7	7	NUM
american_scientific_journal-6786	165	7	-	-	PUNCT
american_scientific_journal-6786	165	8	nn	nn	NUM
american_scientific_journal-6786	165	9	algorithm	algorithm	NOUN
american_scientific_journal-6786	165	10	that	that	PRON
american_scientific_journal-6786	165	11	had	have	VERB
american_scientific_journal-6786	165	12	statistically	statistically	ADV
american_scientific_journal-6786	165	13	better	well	ADJ
american_scientific_journal-6786	165	14	results	result	NOUN
american_scientific_journal-6786	165	15	than	than	ADP
american_scientific_journal-6786	165	16	the	the	DET
american_scientific_journal-6786	165	17	base	base	NOUN
american_scientific_journal-6786	165	18	algorithm	algorithm	NOUN
american_scientific_journal-6786	165	19	in	in	ADP
american_scientific_journal-6786	165	20	the	the	DET
american_scientific_journal-6786	165	21	subsets	subset	NOUN
american_scientific_journal-6786	165	22	of	of	ADP
american_scientific_journal-6786	165	23	s+c	s+c	PROPN
american_scientific_journal-6786	165	24	,	,	PUNCT
american_scientific_journal-6786	165	25	r+d	r+d	VERB
american_scientific_journal-6786	165	26	,	,	PUNCT
american_scientific_journal-6786	165	27	and	and	CCONJ
american_scientific_journal-6786	165	28	r+d	r+d	NUM
american_scientific_journal-6786	165	29	attributes	attribute	NOUN
american_scientific_journal-6786	165	30	.	.	PUNCT
american_scientific_journal-6786	166	1	american	american	ADJ
american_scientific_journal-6786	166	2	scientific	scientific	ADJ
american_scientific_journal-6786	166	3	research	research	PROPN
american_scientific_journal-6786	166	4	journal	journal	NOUN
american_scientific_journal-6786	166	5	for	for	ADP
american_scientific_journal-6786	166	6	engineering	engineering	NOUN
american_scientific_journal-6786	166	7	,	,	PUNCT
american_scientific_journal-6786	166	8	technology	technology	NOUN
american_scientific_journal-6786	166	9	,	,	PUNCT
american_scientific_journal-6786	166	10	and	and	CCONJ
american_scientific_journal-6786	166	11	sciences	science	NOUN
american_scientific_journal-6786	166	12	(	(	PUNCT
american_scientific_journal-6786	166	13	asrjets	asrjet	NOUN
american_scientific_journal-6786	166	14	)	)	PUNCT
american_scientific_journal-6786	166	15	(	(	PUNCT
american_scientific_journal-6786	166	16	2021	2021	NUM
american_scientific_journal-6786	166	17	)	)	PUNCT
american_scientific_journal-6786	166	18	volume	volume	NOUN
american_scientific_journal-6786	166	19	78	78	NUM
american_scientific_journal-6786	166	20	,	,	PUNCT
american_scientific_journal-6786	166	21	no	no	DET
american_scientific_journal-6786	166	22	1	1	NUM
american_scientific_journal-6786	166	23	,	,	PUNCT
american_scientific_journal-6786	166	24	pp	pp	ADV
american_scientific_journal-6786	166	25	131	131	NUM
american_scientific_journal-6786	166	26	-	-	SYM
american_scientific_journal-6786	166	27	149	149	NUM
american_scientific_journal-6786	166	28	140	140	NUM
american_scientific_journal-6786	166	29	table	table	NOUN
american_scientific_journal-6786	166	30	4	4	NUM
american_scientific_journal-6786	166	31	:	:	PUNCT
american_scientific_journal-6786	166	32	average	average	ADJ
american_scientific_journal-6786	166	33	precision	precision	NOUN
american_scientific_journal-6786	166	34	on	on	ADP
american_scientific_journal-6786	166	35	each	each	DET
american_scientific_journal-6786	166	36	database	database	NOUN
american_scientific_journal-6786	166	37	using	use	VERB
american_scientific_journal-6786	166	38	the	the	DET
american_scientific_journal-6786	166	39	joint	joint	ADJ
american_scientific_journal-6786	166	40	use	use	NOUN
american_scientific_journal-6786	166	41	of	of	ADP
american_scientific_journal-6786	166	42	random	random	ADJ
american_scientific_journal-6786	166	43	projection	projection	NOUN
american_scientific_journal-6786	166	44	method	method	NOUN
american_scientific_journal-6786	166	45	and	and	CCONJ
american_scientific_journal-6786	166	46	attributes	attribute	VERB
american_scientific_journal-6786	166	47	selection	selection	NOUN
american_scientific_journal-6786	166	48	using	use	VERB
american_scientific_journal-6786	166	49	the	the	DET
american_scientific_journal-6786	166	50	filter	filter	NOUN
american_scientific_journal-6786	166	51	approach	approach	NOUN
american_scientific_journal-6786	166	52	in	in	ADP
american_scientific_journal-6786	166	53	the	the	DET
american_scientific_journal-6786	166	54	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	166	55	-	-	PUNCT
american_scientific_journal-6786	166	56	outcome	outcome	NOUN
american_scientific_journal-6786	166	57	subsets	subset	NOUN
american_scientific_journal-6786	166	58	(	(	PUNCT
american_scientific_journal-6786	166	59	in	in	ADP
american_scientific_journal-6786	166	60	%	%	NOUN
american_scientific_journal-6786	166	61	)	)	PUNCT
american_scientific_journal-6786	166	62	.	.	PUNCT
american_scientific_journal-6786	167	1	datasets	dataset	NOUN
american_scientific_journal-6786	167	2	naïve	naïve	ADJ
american_scientific_journal-6786	167	3	bayes	baye	NOUN
american_scientific_journal-6786	167	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	167	5	svm	svm	VERB
american_scientific_journal-6786	167	6	1	1	NUM
american_scientific_journal-6786	167	7	-	-	PUNCT
american_scientific_journal-6786	167	8	nn	nn	NUM
american_scientific_journal-6786	167	9	3	3	PROPN
american_scientific_journal-6786	167	10	-	-	PUNCT
american_scientific_journal-6786	167	11	nn	nn	NUM
american_scientific_journal-6786	167	12	5	5	PROPN
american_scientific_journal-6786	167	13	-	-	PUNCT
american_scientific_journal-6786	167	14	nn	nn	NUM
american_scientific_journal-6786	167	15	7	7	PROPN
american_scientific_journal-6786	167	16	-	-	PUNCT
american_scientific_journal-6786	167	17	nn	nn	NUM
american_scientific_journal-6786	167	18	s	s	NOUN
american_scientific_journal-6786	167	19	+	+	CCONJ
american_scientific_journal-6786	167	20	d	d	PROPN
american_scientific_journal-6786	167	21	63,29	63,29	NUM
american_scientific_journal-6786	167	22	±	±	NOUN
american_scientific_journal-6786	167	23	8,64	8,64	NUM
american_scientific_journal-6786	167	24	60,74	60,74	NOUN
american_scientific_journal-6786	167	25	±	±	NOUN
american_scientific_journal-6786	168	1	5,79	5,79	PROPN
american_scientific_journal-6786	168	2	*	*	PROPN
american_scientific_journal-6786	168	3	60,34	60,34	NUM
american_scientific_journal-6786	168	4	±	±	NUM
american_scientific_journal-6786	168	5	6,18	6,18	NOUN
american_scientific_journal-6786	168	6	*	*	PUNCT
american_scientific_journal-6786	168	7	59,98	59,98	NUM
american_scientific_journal-6786	168	8	±	±	NUM
american_scientific_journal-6786	168	9	5,69	5,69	NUM
american_scientific_journal-6786	168	10	*	*	PUNCT
american_scientific_journal-6786	168	11	61,28	61,28	NUM
american_scientific_journal-6786	168	12	±	±	NOUN
american_scientific_journal-6786	168	13	6,18	6,18	NOUN
american_scientific_journal-6786	168	14	*	*	PUNCT
american_scientific_journal-6786	168	15	61,28	61,28	NUM
american_scientific_journal-6786	168	16	±	±	NOUN
american_scientific_journal-6786	168	17	6,33	6,33	NOUN
american_scientific_journal-6786	168	18	*	*	PUNCT
american_scientific_journal-6786	168	19	61,13	61,13	NUM
american_scientific_journal-6786	168	20	±	±	NUM
american_scientific_journal-6786	168	21	6,77	6,77	NOUN
american_scientific_journal-6786	168	22	*	*	PUNCT
american_scientific_journal-6786	168	23	s	s	PART
american_scientific_journal-6786	168	24	+	+	CCONJ
american_scientific_journal-6786	168	25	c	c	PROPN
american_scientific_journal-6786	168	26	62,03	62,03	NUM
american_scientific_journal-6786	168	27	±	±	NUM
american_scientific_journal-6786	168	28	6,81	6,81	NUM
american_scientific_journal-6786	168	29	61,90	61,90	NUM
american_scientific_journal-6786	168	30	±	±	NOUN
american_scientific_journal-6786	168	31	7,52	7,52	NUM
american_scientific_journal-6786	168	32	59,62	59,62	NUM
american_scientific_journal-6786	168	33	±	±	NOUN
american_scientific_journal-6786	168	34	4,82	4,82	NOUN
american_scientific_journal-6786	168	35	*	*	PROPN
american_scientific_journal-6786	168	36	59,05	59,05	NUM
american_scientific_journal-6786	168	37	±	±	NUM
american_scientific_journal-6786	168	38	6,03	6,03	NOUN
american_scientific_journal-6786	168	39	*	*	SYM
american_scientific_journal-6786	168	40	61,43	61,43	NOUN
american_scientific_journal-6786	168	41	±6,30	±6,30	NOUN
american_scientific_journal-6786	168	42	*	*	SYM
american_scientific_journal-6786	168	43	61,00	61,00	NUM
american_scientific_journal-6786	168	44	±	±	NUM
american_scientific_journal-6786	168	45	6,12	6,12	NUM
american_scientific_journal-6786	168	46	*	*	SYM
american_scientific_journal-6786	168	47	61,27	61,27	NUM
american_scientific_journal-6786	168	48	±	±	NOUN
american_scientific_journal-6786	168	49	6,77	6,77	NOUN
american_scientific_journal-6786	168	50	r	r	NOUN
american_scientific_journal-6786	169	1	+	+	CCONJ
american_scientific_journal-6786	169	2	d	d	PROPN
american_scientific_journal-6786	169	3	23,29	23,29	NUM
american_scientific_journal-6786	169	4	±	±	NUM
american_scientific_journal-6786	169	5	18,28	18,28	NUM
american_scientific_journal-6786	169	6	29,43	29,43	PROPN
american_scientific_journal-6786	169	7	±	±	NUM
american_scientific_journal-6786	169	8	24,95	24,95	NUM
american_scientific_journal-6786	169	9	27,71	27,71	NUM
american_scientific_journal-6786	169	10	±	±	NOUN
american_scientific_journal-6786	169	11	23,11	23,11	NOUN
american_scientific_journal-6786	169	12	29,64	29,64	NUM
american_scientific_journal-6786	169	13	±	±	NUM
american_scientific_journal-6786	169	14	25,52	25,52	NUM
american_scientific_journal-6786	169	15	30,00	30,00	NUM
american_scientific_journal-6786	169	16	±	±	NUM
american_scientific_journal-6786	169	17	25,42	25,42	NUM
american_scientific_journal-6786	169	18	29,31	29,31	NUM
american_scientific_journal-6786	169	19	±	±	NOUN
american_scientific_journal-6786	169	20	25,12	25,12	NUM
american_scientific_journal-6786	169	21	28,09	28,09	NUM
american_scientific_journal-6786	169	22	±	±	NUM
american_scientific_journal-6786	169	23	24,14	24,14	NOUN
american_scientific_journal-6786	169	24	r	r	NOUN
american_scientific_journal-6786	170	1	+	+	NOUN
american_scientific_journal-6786	170	2	c	c	NOUN
american_scientific_journal-6786	170	3	45,07	45,07	NUM
american_scientific_journal-6786	170	4	±	±	NUM
american_scientific_journal-6786	171	1	6,25	6,25	NUM
american_scientific_journal-6786	171	2	53,29	53,29	NUM
american_scientific_journal-6786	171	3	±	±	NOUN
american_scientific_journal-6786	171	4	1,39	1,39	NUM
american_scientific_journal-6786	171	5	51,83	51,83	PROPN
american_scientific_journal-6786	171	6	±	±	NOUN
american_scientific_journal-6786	171	7	3,35	3,35	NUM
american_scientific_journal-6786	171	8	52,60	52,60	NUM
american_scientific_journal-6786	171	9	±	±	NUM
american_scientific_journal-6786	171	10	2,89	2,89	NUM
american_scientific_journal-6786	171	11	52,71	52,71	NUM
american_scientific_journal-6786	171	12	±	±	NUM
american_scientific_journal-6786	171	13	3,42	3,42	NUM
american_scientific_journal-6786	171	14	53,31	53,31	NUM
american_scientific_journal-6786	171	15	±	±	NOUN
american_scientific_journal-6786	171	16	1,46	1,46	NOUN
american_scientific_journal-6786	171	17	51,90	51,90	NUM
american_scientific_journal-6786	171	18	±	±	NUM
american_scientific_journal-6786	171	19	1,77	1,77	NOUN
american_scientific_journal-6786	171	20	if	if	SCONJ
american_scientific_journal-6786	171	21	we	we	PRON
american_scientific_journal-6786	171	22	compare	compare	VERB
american_scientific_journal-6786	171	23	these	these	DET
american_scientific_journal-6786	171	24	results	result	NOUN
american_scientific_journal-6786	171	25	with	with	ADP
american_scientific_journal-6786	171	26	those	those	PRON
american_scientific_journal-6786	171	27	obtained	obtain	VERB
american_scientific_journal-6786	171	28	when	when	SCONJ
american_scientific_journal-6786	171	29	using	use	VERB
american_scientific_journal-6786	171	30	the	the	DET
american_scientific_journal-6786	171	31	database	database	NOUN
american_scientific_journal-6786	171	32	with	with	ADP
american_scientific_journal-6786	171	33	all	all	PRON
american_scientific_journal-6786	171	34	of	of	ADP
american_scientific_journal-6786	171	35	the	the	DET
american_scientific_journal-6786	171	36	attributes	attribute	NOUN
american_scientific_journal-6786	171	37	,	,	PUNCT
american_scientific_journal-6786	171	38	it	it	PRON
american_scientific_journal-6786	171	39	is	be	AUX
american_scientific_journal-6786	171	40	noticed	notice	VERB
american_scientific_journal-6786	171	41	that	that	SCONJ
american_scientific_journal-6786	171	42	when	when	SCONJ
american_scientific_journal-6786	171	43	the	the	DET
american_scientific_journal-6786	171	44	svm	svm	NOUN
american_scientific_journal-6786	171	45	and	and	CCONJ
american_scientific_journal-6786	171	46	3	3	NUM
american_scientific_journal-6786	171	47	-	-	PUNCT
american_scientific_journal-6786	171	48	nn	nn	NUM
american_scientific_journal-6786	171	49	algorithm	algorithm	NOUN
american_scientific_journal-6786	171	50	were	be	AUX
american_scientific_journal-6786	171	51	used	use	VERB
american_scientific_journal-6786	171	52	,	,	PUNCT
american_scientific_journal-6786	171	53	the	the	DET
american_scientific_journal-6786	171	54	results	result	NOUN
american_scientific_journal-6786	171	55	were	be	AUX
american_scientific_journal-6786	171	56	lower	low	ADJ
american_scientific_journal-6786	171	57	,	,	PUNCT
american_scientific_journal-6786	171	58	but	but	CCONJ
american_scientific_journal-6786	171	59	the	the	DET
american_scientific_journal-6786	171	60	rest	rest	NOUN
american_scientific_journal-6786	171	61	of	of	ADP
american_scientific_journal-6786	171	62	the	the	DET
american_scientific_journal-6786	171	63	results	result	NOUN
american_scientific_journal-6786	171	64	were	be	AUX
american_scientific_journal-6786	171	65	at	at	ADP
american_scientific_journal-6786	171	66	least	least	ADJ
american_scientific_journal-6786	171	67	equal	equal	ADJ
american_scientific_journal-6786	171	68	.	.	PUNCT
american_scientific_journal-6786	172	1	analyzing	analyze	VERB
american_scientific_journal-6786	172	2	the	the	DET
american_scientific_journal-6786	172	3	results	result	NOUN
american_scientific_journal-6786	172	4	obtained	obtain	VERB
american_scientific_journal-6786	172	5	from	from	ADP
american_scientific_journal-6786	172	6	the	the	DET
american_scientific_journal-6786	172	7	joint	joint	ADJ
american_scientific_journal-6786	172	8	use	use	NOUN
american_scientific_journal-6786	172	9	of	of	ADP
american_scientific_journal-6786	172	10	the	the	DET
american_scientific_journal-6786	172	11	random	random	ADJ
american_scientific_journal-6786	172	12	projection	projection	NOUN
american_scientific_journal-6786	172	13	method	method	NOUN
american_scientific_journal-6786	172	14	and	and	CCONJ
american_scientific_journal-6786	172	15	the	the	DET
american_scientific_journal-6786	172	16	attributes	attribute	NOUN
american_scientific_journal-6786	172	17	selection	selection	NOUN
american_scientific_journal-6786	172	18	in	in	ADP
american_scientific_journal-6786	172	19	the	the	DET
american_scientific_journal-6786	172	20	subsets	subset	NOUN
american_scientific_journal-6786	172	21	of	of	ADP
american_scientific_journal-6786	172	22	attributes	attribute	NOUN
american_scientific_journal-6786	172	23	of	of	ADP
american_scientific_journal-6786	172	24	the	the	DET
american_scientific_journal-6786	172	25	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	172	26	-	-	PUNCT
american_scientific_journal-6786	172	27	outcome	outcome	NOUN
american_scientific_journal-6786	172	28	database	database	NOUN
american_scientific_journal-6786	172	29	(	(	PUNCT
american_scientific_journal-6786	172	30	table	table	NOUN
american_scientific_journal-6786	172	31	4	4	NUM
american_scientific_journal-6786	172	32	)	)	PUNCT
american_scientific_journal-6786	172	33	,	,	PUNCT
american_scientific_journal-6786	172	34	it	it	PRON
american_scientific_journal-6786	172	35	is	be	AUX
american_scientific_journal-6786	172	36	observed	observe	VERB
american_scientific_journal-6786	172	37	that	that	SCONJ
american_scientific_journal-6786	172	38	all	all	DET
american_scientific_journal-6786	172	39	the	the	DET
american_scientific_journal-6786	172	40	results	result	NOUN
american_scientific_journal-6786	172	41	of	of	ADP
american_scientific_journal-6786	172	42	the	the	DET
american_scientific_journal-6786	172	43	algorithms	algorithm	NOUN
american_scientific_journal-6786	172	44	of	of	ADP
american_scientific_journal-6786	172	45	the	the	DET
american_scientific_journal-6786	172	46	subset	subset	NOUN
american_scientific_journal-6786	172	47	s+d	s+d	X
american_scientific_journal-6786	172	48	are	be	AUX
american_scientific_journal-6786	172	49	considered	consider	VERB
american_scientific_journal-6786	172	50	statistically	statistically	ADV
american_scientific_journal-6786	172	51	worse	bad	ADJ
american_scientific_journal-6786	172	52	.	.	PUNCT
american_scientific_journal-6786	173	1	this	this	PRON
american_scientific_journal-6786	173	2	also	also	ADV
american_scientific_journal-6786	173	3	happens	happen	VERB
american_scientific_journal-6786	173	4	for	for	ADP
american_scientific_journal-6786	173	5	the	the	DET
american_scientific_journal-6786	173	6	svm	svm	ADJ
american_scientific_journal-6786	173	7	,	,	PUNCT
american_scientific_journal-6786	173	8	1	1	NUM
american_scientific_journal-6786	173	9	-	-	SYM
american_scientific_journal-6786	173	10	nn	nn	ADJ
american_scientific_journal-6786	173	11	,	,	PUNCT
american_scientific_journal-6786	173	12	3nn	3nn	ADJ
american_scientific_journal-6786	173	13	,	,	PUNCT
american_scientific_journal-6786	173	14	and	and	CCONJ
american_scientific_journal-6786	173	15	5	5	NUM
american_scientific_journal-6786	173	16	-	-	PUNCT
american_scientific_journal-6786	173	17	nn	nn	X
american_scientific_journal-6786	173	18	algorithms	algorithm	NOUN
american_scientific_journal-6786	173	19	in	in	ADP
american_scientific_journal-6786	173	20	the	the	DET
american_scientific_journal-6786	173	21	s+c	s+c	NUM
american_scientific_journal-6786	173	22	subset	subset	NOUN
american_scientific_journal-6786	173	23	.	.	PUNCT
american_scientific_journal-6786	174	1	yet	yet	ADV
american_scientific_journal-6786	174	2	,	,	PUNCT
american_scientific_journal-6786	174	3	the	the	DET
american_scientific_journal-6786	174	4	results	result	NOUN
american_scientific_journal-6786	174	5	of	of	ADP
american_scientific_journal-6786	174	6	the	the	DET
american_scientific_journal-6786	174	7	subsets	subset	NOUN
american_scientific_journal-6786	174	8	r+d	r+d	NUM
american_scientific_journal-6786	174	9	and	and	CCONJ
american_scientific_journal-6786	174	10	r+c	r+c	NUM
american_scientific_journal-6786	174	11	algorithms	algorithm	NOUN
american_scientific_journal-6786	174	12	are	be	AUX
american_scientific_journal-6786	174	13	statistically	statistically	ADV
american_scientific_journal-6786	174	14	better	well	ADJ
american_scientific_journal-6786	174	15	than	than	ADP
american_scientific_journal-6786	174	16	the	the	DET
american_scientific_journal-6786	174	17	naïve	naïve	ADJ
american_scientific_journal-6786	174	18	bayes	bayes	NOUN
american_scientific_journal-6786	174	19	base	base	NOUN
american_scientific_journal-6786	174	20	algorithm	algorithm	NOUN
american_scientific_journal-6786	174	21	.	.	PUNCT
american_scientific_journal-6786	175	1	table	table	NOUN
american_scientific_journal-6786	175	2	5	5	NUM
american_scientific_journal-6786	175	3	presents	present	VERB
american_scientific_journal-6786	175	4	the	the	DET
american_scientific_journal-6786	175	5	results	result	NOUN
american_scientific_journal-6786	175	6	obtained	obtain	VERB
american_scientific_journal-6786	175	7	from	from	ADP
american_scientific_journal-6786	175	8	the	the	DET
american_scientific_journal-6786	175	9	random	random	ADJ
american_scientific_journal-6786	175	10	projection	projection	NOUN
american_scientific_journal-6786	175	11	method	method	NOUN
american_scientific_journal-6786	175	12	's	's	PART
american_scientific_journal-6786	175	13	joint	joint	ADJ
american_scientific_journal-6786	175	14	use	use	NOUN
american_scientific_journal-6786	175	15	and	and	CCONJ
american_scientific_journal-6786	175	16	the	the	DET
american_scientific_journal-6786	175	17	attributes	attribute	NOUN
american_scientific_journal-6786	175	18	selection	selection	NOUN
american_scientific_journal-6786	175	19	in	in	ADP
american_scientific_journal-6786	175	20	the	the	DET
american_scientific_journal-6786	175	21	attribute	attribute	NOUN
american_scientific_journal-6786	175	22	subsets	subset	NOUN
american_scientific_journal-6786	175	23	of	of	ADP
american_scientific_journal-6786	175	24	the	the	DET
american_scientific_journal-6786	175	25	dlblc	dlblc	PROPN
american_scientific_journal-6786	175	26	-	-	PUNCT
american_scientific_journal-6786	175	27	nih	nih	PROPN
american_scientific_journal-6786	175	28	database	database	NOUN
american_scientific_journal-6786	175	29	.	.	PUNCT
american_scientific_journal-6786	176	1	by	by	ADP
american_scientific_journal-6786	176	2	defining	define	VERB
american_scientific_journal-6786	176	3	the	the	DET
american_scientific_journal-6786	176	4	naïve	naïve	ADJ
american_scientific_journal-6786	176	5	bayes	bayes	NOUN
american_scientific_journal-6786	176	6	algorithm	algorithm	NOUN
american_scientific_journal-6786	176	7	as	as	SCONJ
american_scientific_journal-6786	176	8	the	the	DET
american_scientific_journal-6786	176	9	base	base	NOUN
american_scientific_journal-6786	176	10	algorithm	algorithm	NOUN
american_scientific_journal-6786	176	11	to	to	PART
american_scientific_journal-6786	176	12	be	be	AUX
american_scientific_journal-6786	176	13	compared	compare	VERB
american_scientific_journal-6786	176	14	statistically	statistically	ADV
american_scientific_journal-6786	176	15	with	with	ADP
american_scientific_journal-6786	176	16	the	the	DET
american_scientific_journal-6786	176	17	other	other	ADJ
american_scientific_journal-6786	176	18	algorithms	algorithm	NOUN
american_scientific_journal-6786	176	19	for	for	ADP
american_scientific_journal-6786	176	20	the	the	DET
american_scientific_journal-6786	176	21	subset	subset	NOUN
american_scientific_journal-6786	176	22	of	of	ADP
american_scientific_journal-6786	176	23	s+d	s+d	NOUN
american_scientific_journal-6786	176	24	attributes	attribute	NOUN
american_scientific_journal-6786	176	25	,	,	PUNCT
american_scientific_journal-6786	176	26	all	all	DET
american_scientific_journal-6786	176	27	other	other	ADJ
american_scientific_journal-6786	176	28	algorithms	algorithm	NOUN
american_scientific_journal-6786	176	29	are	be	AUX
american_scientific_journal-6786	176	30	considered	consider	VERB
american_scientific_journal-6786	176	31	worse	bad	ADJ
american_scientific_journal-6786	176	32	.	.	PUNCT
american_scientific_journal-6786	177	1	for	for	ADP
american_scientific_journal-6786	177	2	the	the	DET
american_scientific_journal-6786	177	3	subset	subset	NOUN
american_scientific_journal-6786	177	4	of	of	ADP
american_scientific_journal-6786	177	5	s+d	s+d	NOUN
american_scientific_journal-6786	177	6	attributes	attribute	NOUN
american_scientific_journal-6786	177	7	,	,	PUNCT
american_scientific_journal-6786	177	8	only	only	ADV
american_scientific_journal-6786	177	9	the	the	DET
american_scientific_journal-6786	177	10	result	result	NOUN
american_scientific_journal-6786	177	11	of	of	ADP
american_scientific_journal-6786	177	12	the	the	DET
american_scientific_journal-6786	177	13	algorithm	algorithm	NOUN
american_scientific_journal-6786	177	14	c4.5	c4.5	PROPN
american_scientific_journal-6786	177	15	is	be	AUX
american_scientific_journal-6786	177	16	considered	consider	VERB
american_scientific_journal-6786	177	17	equivalent	equivalent	ADJ
american_scientific_journal-6786	177	18	to	to	ADP
american_scientific_journal-6786	177	19	the	the	DET
american_scientific_journal-6786	177	20	naïve	naïve	ADJ
american_scientific_journal-6786	177	21	bayes	bayes	NOUN
american_scientific_journal-6786	177	22	one	one	NUM
american_scientific_journal-6786	177	23	.	.	PUNCT
american_scientific_journal-6786	178	1	for	for	ADP
american_scientific_journal-6786	178	2	the	the	DET
american_scientific_journal-6786	178	3	subsets	subset	NOUN
american_scientific_journal-6786	178	4	of	of	ADP
american_scientific_journal-6786	178	5	r+d	r+d	NUM
american_scientific_journal-6786	178	6	and	and	CCONJ
american_scientific_journal-6786	178	7	r+c	r+c	NOUN
american_scientific_journal-6786	178	8	attributes	attribute	NOUN
american_scientific_journal-6786	178	9	,	,	PUNCT
american_scientific_journal-6786	178	10	only	only	ADV
american_scientific_journal-6786	178	11	the	the	DET
american_scientific_journal-6786	178	12	result	result	NOUN
american_scientific_journal-6786	178	13	of	of	ADP
american_scientific_journal-6786	178	14	the	the	DET
american_scientific_journal-6786	178	15	svm	svm	NOUN
american_scientific_journal-6786	178	16	is	be	AUX
american_scientific_journal-6786	178	17	considered	consider	VERB
american_scientific_journal-6786	178	18	equivalent	equivalent	ADJ
american_scientific_journal-6786	178	19	to	to	ADP
american_scientific_journal-6786	178	20	the	the	DET
american_scientific_journal-6786	178	21	result	result	NOUN
american_scientific_journal-6786	178	22	of	of	ADP
american_scientific_journal-6786	178	23	the	the	DET
american_scientific_journal-6786	178	24	naïve	naïve	ADJ
american_scientific_journal-6786	178	25	bayes	bayes	PROPN
american_scientific_journal-6786	178	26	base	base	NOUN
american_scientific_journal-6786	178	27	algorithm	algorithm	NOUN
american_scientific_journal-6786	178	28	;	;	PUNCT
american_scientific_journal-6786	178	29	the	the	DET
american_scientific_journal-6786	178	30	rest	rest	NOUN
american_scientific_journal-6786	178	31	of	of	ADP
american_scientific_journal-6786	178	32	the	the	DET
american_scientific_journal-6786	178	33	results	result	NOUN
american_scientific_journal-6786	178	34	are	be	AUX
american_scientific_journal-6786	178	35	statistically	statistically	ADV
american_scientific_journal-6786	178	36	worse	bad	ADJ
american_scientific_journal-6786	178	37	.	.	PUNCT
american_scientific_journal-6786	179	1	table	table	NOUN
american_scientific_journal-6786	179	2	5	5	NUM
american_scientific_journal-6786	179	3	:	:	PUNCT
american_scientific_journal-6786	179	4	average	average	ADJ
american_scientific_journal-6786	179	5	precision	precision	NOUN
american_scientific_journal-6786	179	6	on	on	ADP
american_scientific_journal-6786	179	7	each	each	DET
american_scientific_journal-6786	179	8	database	database	NOUN
american_scientific_journal-6786	179	9	using	use	VERB
american_scientific_journal-6786	179	10	the	the	DET
american_scientific_journal-6786	179	11	joint	joint	ADJ
american_scientific_journal-6786	179	12	use	use	NOUN
american_scientific_journal-6786	179	13	of	of	ADP
american_scientific_journal-6786	179	14	random	random	ADJ
american_scientific_journal-6786	179	15	projection	projection	NOUN
american_scientific_journal-6786	179	16	method	method	NOUN
american_scientific_journal-6786	179	17	and	and	CCONJ
american_scientific_journal-6786	179	18	attributes	attribute	VERB
american_scientific_journal-6786	179	19	selection	selection	NOUN
american_scientific_journal-6786	179	20	using	use	VERB
american_scientific_journal-6786	179	21	the	the	DET
american_scientific_journal-6786	179	22	filter	filter	NOUN
american_scientific_journal-6786	179	23	approach	approach	NOUN
american_scientific_journal-6786	179	24	in	in	ADP
american_scientific_journal-6786	179	25	the	the	DET
american_scientific_journal-6786	179	26	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	179	27	-	-	PUNCT
american_scientific_journal-6786	179	28	nih	nih	PROPN
american_scientific_journal-6786	179	29	(	(	PUNCT
american_scientific_journal-6786	179	30	in	in	ADP
american_scientific_journal-6786	179	31	%	%	NOUN
american_scientific_journal-6786	179	32	)	)	PUNCT
american_scientific_journal-6786	179	33	.	.	PUNCT
american_scientific_journal-6786	180	1	datasets	dataset	NOUN
american_scientific_journal-6786	180	2	naïve	naïve	ADJ
american_scientific_journal-6786	180	3	bayes	baye	NOUN
american_scientific_journal-6786	180	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	180	5	svm	svm	VERB
american_scientific_journal-6786	180	6	1	1	NUM
american_scientific_journal-6786	180	7	-	-	PUNCT
american_scientific_journal-6786	180	8	nn	nn	NUM
american_scientific_journal-6786	180	9	3	3	PROPN
american_scientific_journal-6786	180	10	-	-	PUNCT
american_scientific_journal-6786	180	11	nn	nn	NUM
american_scientific_journal-6786	180	12	5	5	PROPN
american_scientific_journal-6786	180	13	-	-	PUNCT
american_scientific_journal-6786	180	14	nn	nn	NUM
american_scientific_journal-6786	180	15	7	7	PROPN
american_scientific_journal-6786	180	16	-	-	PUNCT
american_scientific_journal-6786	180	17	nn	nn	NUM
american_scientific_journal-6786	180	18	s	s	NOUN
american_scientific_journal-6786	180	19	+	+	PROPN
american_scientific_journal-6786	180	20	d	d	PROPN
american_scientific_journal-6786	180	21	62,95	62,95	NUM
american_scientific_journal-6786	180	22	±	±	NUM
american_scientific_journal-6786	180	23	5,48	5,48	NUM
american_scientific_journal-6786	180	24	59,95	59,95	NUM
american_scientific_journal-6786	180	25	±	±	NUM
american_scientific_journal-6786	180	26	1,77	1,77	NOUN
american_scientific_journal-6786	180	27	*	*	SYM
american_scientific_journal-6786	180	28	61,10	61,10	NUM
american_scientific_journal-6786	180	29	±	±	NOUN
american_scientific_journal-6786	180	30	4,11	4,11	NOUN
american_scientific_journal-6786	180	31	*	*	SYM
american_scientific_journal-6786	180	32	55,93	55,93	NUM
american_scientific_journal-6786	180	33	±	±	NUM
american_scientific_journal-6786	180	34	2,52	2,52	NUM
american_scientific_journal-6786	180	35	*	*	PUNCT
american_scientific_journal-6786	180	36	57,29	57,29	NUM
american_scientific_journal-6786	180	37	±	±	NUM
american_scientific_journal-6786	181	1	3,65	3,65	NUM
american_scientific_journal-6786	181	2	*	*	PROPN
american_scientific_journal-6786	181	3	58,22	58,22	NUM
american_scientific_journal-6786	181	4	±	±	NUM
american_scientific_journal-6786	181	5	4,45	4,45	NOUN
american_scientific_journal-6786	181	6	*	*	NOUN
american_scientific_journal-6786	181	7	58,48	58,48	NUM
american_scientific_journal-6786	181	8	±	±	NUM
american_scientific_journal-6786	181	9	4,83	4,83	NUM
american_scientific_journal-6786	181	10	*	*	PUNCT
american_scientific_journal-6786	181	11	s	s	PART
american_scientific_journal-6786	182	1	+	+	X
american_scientific_journal-6786	182	2	c	c	NOUN
american_scientific_journal-6786	182	3	63,28	63,28	NUM
american_scientific_journal-6786	182	4	±	±	NOUN
american_scientific_journal-6786	182	5	5,65	5,65	NUM
american_scientific_journal-6786	182	6	60,64	60,64	NUM
american_scientific_journal-6786	182	7	±	±	NUM
american_scientific_journal-6786	182	8	2,40	2,40	NUM
american_scientific_journal-6786	182	9	61,52	61,52	NUM
american_scientific_journal-6786	182	10	±	±	NOUN
american_scientific_journal-6786	182	11	4,68	4,68	NOUN
american_scientific_journal-6786	182	12	*	*	NOUN
american_scientific_journal-6786	182	13	56,27	56,27	NUM
american_scientific_journal-6786	182	14	±	±	NUM
american_scientific_journal-6786	182	15	3,30	3,30	NUM
american_scientific_journal-6786	182	16	*	*	SYM
american_scientific_journal-6786	182	17	57,47	57,47	NUM
american_scientific_journal-6786	182	18	±	±	NUM
american_scientific_journal-6786	182	19	4,50	4,50	NUM
american_scientific_journal-6786	182	20	*	*	NOUN
american_scientific_journal-6786	182	21	57,89	57,89	ADJ
american_scientific_journal-6786	182	22	±	±	NUM
american_scientific_journal-6786	182	23	5,40	5,40	NUM
american_scientific_journal-6786	182	24	*	*	PROPN
american_scientific_journal-6786	182	25	58,12	58,12	NUM
american_scientific_journal-6786	182	26	±	±	NUM
american_scientific_journal-6786	182	27	5,73	5,73	NUM
american_scientific_journal-6786	182	28	*	*	SYM
american_scientific_journal-6786	182	29	r	r	NOUN
american_scientific_journal-6786	183	1	+	+	NOUN
american_scientific_journal-6786	183	2	d	d	NOUN
american_scientific_journal-6786	183	3	41,58	41,58	NUM
american_scientific_journal-6786	183	4	±	±	NOUN
american_scientific_journal-6786	183	5	23,07	23,07	NUM
american_scientific_journal-6786	183	6	40,04	40,04	NUM
american_scientific_journal-6786	183	7	±	±	NUM
american_scientific_journal-6786	183	8	21,44	21,44	NOUN
american_scientific_journal-6786	183	9	*	*	PUNCT
american_scientific_journal-6786	183	10	42,05	42,05	NUM
american_scientific_journal-6786	183	11	±	±	NUM
american_scientific_journal-6786	183	12	23,75	23,75	NUM
american_scientific_journal-6786	183	13	38,45	38,45	NUM
american_scientific_journal-6786	183	14	±	±	NUM
american_scientific_journal-6786	183	15	21,40	21,40	NUM
american_scientific_journal-6786	183	16	*	*	PROPN
american_scientific_journal-6786	183	17	39,21	39,21	NUM
american_scientific_journal-6786	183	18	±	±	NUM
american_scientific_journal-6786	183	19	22,03	22,03	NUM
american_scientific_journal-6786	183	20	*	*	SYM
american_scientific_journal-6786	183	21	39,98	39,98	NUM
american_scientific_journal-6786	183	22	±	±	NUM
american_scientific_journal-6786	183	23	21,91	21,91	NUM
american_scientific_journal-6786	183	24	*	*	SYM
american_scientific_journal-6786	183	25	39,92	39,92	NUM
american_scientific_journal-6786	183	26	±	±	NUM
american_scientific_journal-6786	183	27	22,05	22,05	AUX
american_scientific_journal-6786	183	28	*	*	PUNCT
american_scientific_journal-6786	184	1	r	r	NOUN
american_scientific_journal-6786	184	2	+	+	NOUN
american_scientific_journal-6786	184	3	c	c	NOUN
american_scientific_journal-6786	184	4	59,08	59,08	NUM
american_scientific_journal-6786	184	5	±	±	NUM
american_scientific_journal-6786	184	6	2,01	2,01	NUM
american_scientific_journal-6786	184	7	56,40	56,40	NUM
american_scientific_journal-6786	184	8	±	±	NUM
american_scientific_journal-6786	184	9	1,66	1,66	NOUN
american_scientific_journal-6786	184	10	*	*	SYM
american_scientific_journal-6786	184	11	59,21	59,21	NUM
american_scientific_journal-6786	184	12	±	±	NUM
american_scientific_journal-6786	184	13	1,87	1,87	NUM
american_scientific_journal-6786	184	14	54,23	54,23	PROPN
american_scientific_journal-6786	184	15	±	±	NUM
american_scientific_journal-6786	184	16	2,98	2,98	NOUN
american_scientific_journal-6786	184	17	*	*	NOUN
american_scientific_journal-6786	184	18	55,55	55,55	NUM
american_scientific_journal-6786	184	19	±	±	NUM
american_scientific_journal-6786	184	20	3,87	3,87	NUM
american_scientific_journal-6786	184	21	*	*	SYM
american_scientific_journal-6786	184	22	56,05	56,05	NUM
american_scientific_journal-6786	184	23	±	±	NUM
american_scientific_journal-6786	184	24	2,92	2,92	NUM
american_scientific_journal-6786	184	25	*	*	SYM
american_scientific_journal-6786	184	26	56,32	56,32	NUM
american_scientific_journal-6786	184	27	±	±	NUM
american_scientific_journal-6786	184	28	2,32	2,32	NUM
american_scientific_journal-6786	184	29	*	*	NOUN
american_scientific_journal-6786	184	30	table	table	NOUN
american_scientific_journal-6786	184	31	6	6	NUM
american_scientific_journal-6786	184	32	shows	show	VERB
american_scientific_journal-6786	184	33	the	the	DET
american_scientific_journal-6786	184	34	combined	combined	ADJ
american_scientific_journal-6786	184	35	use	use	NOUN
american_scientific_journal-6786	184	36	of	of	ADP
american_scientific_journal-6786	184	37	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	184	38	reduction	reduction	NOUN
american_scientific_journal-6786	184	39	methods	method	NOUN
american_scientific_journal-6786	184	40	in	in	ADP
american_scientific_journal-6786	184	41	the	the	DET
american_scientific_journal-6786	184	42	all	all	DET
american_scientific_journal-6786	184	43	/	/	SYM
american_scientific_journal-6786	184	44	aml	aml	NOUN
american_scientific_journal-6786	184	45	database	database	NOUN
american_scientific_journal-6786	184	46	attribute	attribute	NOUN
american_scientific_journal-6786	184	47	subsets	subset	NOUN
american_scientific_journal-6786	184	48	.	.	PUNCT
american_scientific_journal-6786	185	1	in	in	ADP
american_scientific_journal-6786	185	2	the	the	DET
american_scientific_journal-6786	185	3	subsets	subset	NOUN
american_scientific_journal-6786	185	4	of	of	ADP
american_scientific_journal-6786	185	5	s+d	s+d	ADJ
american_scientific_journal-6786	185	6	and	and	CCONJ
american_scientific_journal-6786	185	7	r+d	r+d	NUM
american_scientific_journal-6786	185	8	attributes	attribute	NOUN
american_scientific_journal-6786	185	9	,	,	PUNCT
american_scientific_journal-6786	185	10	the	the	DET
american_scientific_journal-6786	185	11	algorithms	algorithms	NOUN
american_scientific_journal-6786	185	12	c4.5	c4.5	PROPN
american_scientific_journal-6786	185	13	and	and	CCONJ
american_scientific_journal-6786	185	14	k	k	PROPN
american_scientific_journal-6786	185	15	-	-	PUNCT
american_scientific_journal-6786	185	16	nn	nn	PROPN
american_scientific_journal-6786	185	17	are	be	AUX
american_scientific_journal-6786	185	18	statistically	statistically	ADV
american_scientific_journal-6786	185	19	worse	bad	ADJ
american_scientific_journal-6786	185	20	than	than	ADP
american_scientific_journal-6786	185	21	the	the	DET
american_scientific_journal-6786	185	22	american	american	ADJ
american_scientific_journal-6786	185	23	scientific	scientific	ADJ
american_scientific_journal-6786	185	24	research	research	PROPN
american_scientific_journal-6786	185	25	journal	journal	NOUN
american_scientific_journal-6786	185	26	for	for	ADP
american_scientific_journal-6786	185	27	engineering	engineering	NOUN
american_scientific_journal-6786	185	28	,	,	PUNCT
american_scientific_journal-6786	185	29	technology	technology	NOUN
american_scientific_journal-6786	185	30	,	,	PUNCT
american_scientific_journal-6786	185	31	and	and	CCONJ
american_scientific_journal-6786	185	32	sciences	science	NOUN
american_scientific_journal-6786	185	33	(	(	PUNCT
american_scientific_journal-6786	185	34	asrjets	asrjet	NOUN
american_scientific_journal-6786	185	35	)	)	PUNCT
american_scientific_journal-6786	185	36	(	(	PUNCT
american_scientific_journal-6786	185	37	2021	2021	NUM
american_scientific_journal-6786	185	38	)	)	PUNCT
american_scientific_journal-6786	185	39	volume	volume	NOUN
american_scientific_journal-6786	185	40	78	78	NUM
american_scientific_journal-6786	185	41	,	,	PUNCT
american_scientific_journal-6786	185	42	no	no	DET
american_scientific_journal-6786	185	43	1	1	NUM
american_scientific_journal-6786	185	44	,	,	PUNCT
american_scientific_journal-6786	185	45	pp	pp	ADV
american_scientific_journal-6786	185	46	131	131	NUM
american_scientific_journal-6786	185	47	-	-	SYM
american_scientific_journal-6786	185	48	149	149	NUM
american_scientific_journal-6786	185	49	141	141	NUM
american_scientific_journal-6786	185	50	naïve	naïve	ADJ
american_scientific_journal-6786	185	51	bayes	bayes	NOUN
american_scientific_journal-6786	185	52	algorithm	algorithm	NOUN
american_scientific_journal-6786	185	53	.	.	PUNCT
american_scientific_journal-6786	186	1	table	table	NOUN
american_scientific_journal-6786	186	2	6	6	NUM
american_scientific_journal-6786	186	3	:	:	PUNCT
american_scientific_journal-6786	186	4	average	average	ADJ
american_scientific_journal-6786	186	5	precision	precision	NOUN
american_scientific_journal-6786	186	6	on	on	ADP
american_scientific_journal-6786	186	7	each	each	DET
american_scientific_journal-6786	186	8	database	database	NOUN
american_scientific_journal-6786	186	9	using	use	VERB
american_scientific_journal-6786	186	10	the	the	DET
american_scientific_journal-6786	186	11	joint	joint	ADJ
american_scientific_journal-6786	186	12	use	use	NOUN
american_scientific_journal-6786	186	13	of	of	ADP
american_scientific_journal-6786	186	14	random	random	ADJ
american_scientific_journal-6786	186	15	projection	projection	NOUN
american_scientific_journal-6786	186	16	method	method	NOUN
american_scientific_journal-6786	186	17	and	and	CCONJ
american_scientific_journal-6786	186	18	attributes	attribute	VERB
american_scientific_journal-6786	186	19	selection	selection	NOUN
american_scientific_journal-6786	186	20	using	use	VERB
american_scientific_journal-6786	186	21	the	the	DET
american_scientific_journal-6786	186	22	filter	filter	NOUN
american_scientific_journal-6786	186	23	approach	approach	NOUN
american_scientific_journal-6786	186	24	in	in	ADP
american_scientific_journal-6786	186	25	the	the	DET
american_scientific_journal-6786	186	26	all	all	DET
american_scientific_journal-6786	186	27	/	/	SYM
american_scientific_journal-6786	186	28	aml	aml	NOUN
american_scientific_journal-6786	186	29	(	(	PUNCT
american_scientific_journal-6786	186	30	in	in	ADP
american_scientific_journal-6786	186	31	%	%	NOUN
american_scientific_journal-6786	186	32	)	)	PUNCT
american_scientific_journal-6786	186	33	.	.	PUNCT
american_scientific_journal-6786	187	1	datasets	dataset	NOUN
american_scientific_journal-6786	187	2	naïve	naïve	ADJ
american_scientific_journal-6786	187	3	bayes	baye	NOUN
american_scientific_journal-6786	187	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	187	5	svm	svm	VERB
american_scientific_journal-6786	187	6	1	1	NUM
american_scientific_journal-6786	187	7	-	-	PUNCT
american_scientific_journal-6786	187	8	nn	nn	NUM
american_scientific_journal-6786	187	9	3	3	PROPN
american_scientific_journal-6786	187	10	-	-	PUNCT
american_scientific_journal-6786	187	11	nn	nn	NUM
american_scientific_journal-6786	187	12	5	5	PROPN
american_scientific_journal-6786	187	13	-	-	PUNCT
american_scientific_journal-6786	187	14	nn	nn	NUM
american_scientific_journal-6786	187	15	7	7	PROPN
american_scientific_journal-6786	187	16	-	-	PUNCT
american_scientific_journal-6786	187	17	nn	nn	NUM
american_scientific_journal-6786	187	18	s	s	NOUN
american_scientific_journal-6786	187	19	+	+	PROPN
american_scientific_journal-6786	187	20	d	d	PROPN
american_scientific_journal-6786	187	21	93,26	93,26	NUM
american_scientific_journal-6786	187	22	±	±	NUM
american_scientific_journal-6786	187	23	6,69	6,69	NOUN
american_scientific_journal-6786	188	1	81,86	81,86	NUM
american_scientific_journal-6786	188	2	±	±	NUM
american_scientific_journal-6786	188	3	4,34	4,34	NOUN
american_scientific_journal-6786	188	4	*	*	NOUN
american_scientific_journal-6786	188	5	92,37	92,37	NOUN
american_scientific_journal-6786	188	6	±	±	NOUN
american_scientific_journal-6786	188	7	7,77	7,77	NUM
american_scientific_journal-6786	188	8	90,35	90,35	NUM
american_scientific_journal-6786	188	9	±	±	NUM
american_scientific_journal-6786	188	10	9,82	9,82	NOUN
american_scientific_journal-6786	188	11	*	*	PUNCT
american_scientific_journal-6786	188	12	90,56	90,56	PROPN
american_scientific_journal-6786	188	13	±	±	NUM
american_scientific_journal-6786	188	14	8,96	8,96	NUM
american_scientific_journal-6786	188	15	*	*	PROPN
american_scientific_journal-6786	188	16	90,72	90,72	NUM
american_scientific_journal-6786	188	17	±	±	NUM
american_scientific_journal-6786	188	18	8,48	8,48	NUM
american_scientific_journal-6786	188	19	*	*	PUNCT
american_scientific_journal-6786	188	20	91,01	91,01	NUM
american_scientific_journal-6786	188	21	±	±	NOUN
american_scientific_journal-6786	188	22	8,1	8,1	NOUN
american_scientific_journal-6786	188	23	*	*	SYM
american_scientific_journal-6786	188	24	s	s	PART
american_scientific_journal-6786	189	1	+	+	X
american_scientific_journal-6786	189	2	c	c	NOUN
american_scientific_journal-6786	189	3	88,82	88,82	NUM
american_scientific_journal-6786	189	4	±	±	NUM
american_scientific_journal-6786	189	5	4,98	4,98	NUM
american_scientific_journal-6786	189	6	85,24	85,24	NUM
american_scientific_journal-6786	189	7	±	±	NUM
american_scientific_journal-6786	189	8	5,96	5,96	PROPN
american_scientific_journal-6786	189	9	*	*	SYM
american_scientific_journal-6786	189	10	87,45	87,45	NUM
american_scientific_journal-6786	189	11	±5,74	±5,74	NOUN
american_scientific_journal-6786	189	12	*	*	X
american_scientific_journal-6786	189	13	85,40	85,40	NUM
american_scientific_journal-6786	189	14	±	±	NUM
american_scientific_journal-6786	189	15	7,80	7,80	NOUN
american_scientific_journal-6786	189	16	*	*	SYM
american_scientific_journal-6786	189	17	86,43	86,43	ADJ
american_scientific_journal-6786	189	18	±	±	NUM
american_scientific_journal-6786	189	19	6,93	6,93	NUM
american_scientific_journal-6786	189	20	*	*	SYM
american_scientific_journal-6786	189	21	86,75	86,75	PROPN
american_scientific_journal-6786	189	22	±	±	NUM
american_scientific_journal-6786	189	23	6,27	6,27	PROPN
american_scientific_journal-6786	189	24	*	*	NUM
american_scientific_journal-6786	189	25	86,69	86,69	NOUN
american_scientific_journal-6786	189	26	±	±	NOUN
american_scientific_journal-6786	189	27	6,10	6,10	NOUN
american_scientific_journal-6786	189	28	*	*	NOUN
american_scientific_journal-6786	189	29	r	r	NOUN
american_scientific_journal-6786	190	1	+	+	NOUN
american_scientific_journal-6786	190	2	d	d	PROPN
american_scientific_journal-6786	190	3	89,23	89,23	NUM
american_scientific_journal-6786	190	4	±	±	NUM
american_scientific_journal-6786	190	5	6,35	6,35	NOUN
american_scientific_journal-6786	190	6	77,95	77,95	NUM
american_scientific_journal-6786	190	7	±	±	NUM
american_scientific_journal-6786	190	8	4,56	4,56	NOUN
american_scientific_journal-6786	191	1	*	*	PUNCT
american_scientific_journal-6786	191	2	89,68	89,68	NUM
american_scientific_journal-6786	191	3	±	±	NOUN
american_scientific_journal-6786	191	4	8,64	8,64	NUM
american_scientific_journal-6786	191	5	86,42	86,42	NUM
american_scientific_journal-6786	191	6	±	±	NUM
american_scientific_journal-6786	191	7	8,95	8,95	NUM
american_scientific_journal-6786	191	8	*	*	NUM
american_scientific_journal-6786	191	9	87,05	87,05	NUM
american_scientific_journal-6786	191	10	±	±	NUM
american_scientific_journal-6786	191	11	8,19	8,19	NUM
american_scientific_journal-6786	191	12	86,84	86,84	ADJ
american_scientific_journal-6786	191	13	±	±	NUM
american_scientific_journal-6786	191	14	7,49	7,49	NOUN
american_scientific_journal-6786	191	15	*	*	PROPN
american_scientific_journal-6786	191	16	86,70	86,70	NUM
american_scientific_journal-6786	191	17	±	±	NUM
american_scientific_journal-6786	191	18	6,97	6,97	NOUN
american_scientific_journal-6786	191	19	*	*	PUNCT
american_scientific_journal-6786	192	1	r	r	NOUN
american_scientific_journal-6786	192	2	+	+	NOUN
american_scientific_journal-6786	192	3	c	c	NOUN
american_scientific_journal-6786	192	4	87,01	87,01	NUM
american_scientific_journal-6786	192	5	±	±	NUM
american_scientific_journal-6786	192	6	3,78	3,78	NUM
american_scientific_journal-6786	192	7	77,74	77,74	NUM
american_scientific_journal-6786	192	8	±	±	NUM
american_scientific_journal-6786	192	9	1,24	1,24	NUM
american_scientific_journal-6786	192	10	*	*	NUM
american_scientific_journal-6786	192	11	88,96	88,96	NUM
american_scientific_journal-6786	192	12	±	±	NOUN
american_scientific_journal-6786	192	13	6,19	6,19	NUM
american_scientific_journal-6786	192	14	85,23	85,23	PROPN
american_scientific_journal-6786	192	15	±	±	NUM
american_scientific_journal-6786	192	16	5,18	5,18	PROPN
american_scientific_journal-6786	192	17	*	*	SYM
american_scientific_journal-6786	192	18	85,90	85,90	NUM
american_scientific_journal-6786	192	19	±	±	NUM
american_scientific_journal-6786	192	20	5,85	5,85	NUM
american_scientific_journal-6786	192	21	85,03	85,03	NUM
american_scientific_journal-6786	192	22	±	±	NUM
american_scientific_journal-6786	192	23	4,96	4,96	NUM
american_scientific_journal-6786	192	24	*	*	PUNCT
american_scientific_journal-6786	192	25	84,06	84,06	NUM
american_scientific_journal-6786	192	26	±	±	NOUN
american_scientific_journal-6786	192	27	4,17	4,17	NOUN
american_scientific_journal-6786	192	28	*	*	VERB
american_scientific_journal-6786	192	29	in	in	ADP
american_scientific_journal-6786	192	30	the	the	DET
american_scientific_journal-6786	192	31	subset	subset	NOUN
american_scientific_journal-6786	192	32	s+c	s+c	CCONJ
american_scientific_journal-6786	193	1	besides	besides	SCONJ
american_scientific_journal-6786	193	2	the	the	DET
american_scientific_journal-6786	193	3	algorithms	algorithm	NOUN
american_scientific_journal-6786	193	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	193	5	and	and	CCONJ
american_scientific_journal-6786	193	6	k	k	PROPN
american_scientific_journal-6786	193	7	-	-	PUNCT
american_scientific_journal-6786	193	8	nn	nn	PROPN
american_scientific_journal-6786	193	9	,	,	PUNCT
american_scientific_journal-6786	193	10	the	the	DET
american_scientific_journal-6786	193	11	svm	svm	PROPN
american_scientific_journal-6786	193	12	algorithm	algorithm	NOUN
american_scientific_journal-6786	193	13	's	's	PART
american_scientific_journal-6786	193	14	result	result	NOUN
american_scientific_journal-6786	193	15	is	be	AUX
american_scientific_journal-6786	193	16	also	also	ADV
american_scientific_journal-6786	193	17	statistically	statistically	ADV
american_scientific_journal-6786	193	18	worse	bad	ADJ
american_scientific_journal-6786	193	19	.	.	PUNCT
american_scientific_journal-6786	194	1	in	in	ADP
american_scientific_journal-6786	194	2	the	the	DET
american_scientific_journal-6786	194	3	subset	subset	NOUN
american_scientific_journal-6786	194	4	of	of	ADP
american_scientific_journal-6786	194	5	r+c	r+c	NOUN
american_scientific_journal-6786	194	6	attributes	attribute	VERB
american_scientific_journal-6786	194	7	,	,	PUNCT
american_scientific_journal-6786	194	8	the	the	DET
american_scientific_journal-6786	194	9	svm	svm	ADJ
american_scientific_journal-6786	194	10	algorithm	algorithm	NOUN
american_scientific_journal-6786	194	11	has	have	VERB
american_scientific_journal-6786	194	12	a	a	DET
american_scientific_journal-6786	194	13	better	well	ADJ
american_scientific_journal-6786	194	14	result	result	NOUN
american_scientific_journal-6786	194	15	than	than	ADP
american_scientific_journal-6786	194	16	the	the	DET
american_scientific_journal-6786	194	17	base	base	NOUN
american_scientific_journal-6786	194	18	algorithm	algorithm	NOUN
american_scientific_journal-6786	194	19	and	and	CCONJ
american_scientific_journal-6786	194	20	the	the	DET
american_scientific_journal-6786	194	21	algorithms	algorithm	NOUN
american_scientific_journal-6786	194	22	c4.5	c4.5	PROPN
american_scientific_journal-6786	194	23	and	and	CCONJ
american_scientific_journal-6786	194	24	k	k	PROPN
american_scientific_journal-6786	194	25	-	-	PUNCT
american_scientific_journal-6786	194	26	nn	nn	PROPN
american_scientific_journal-6786	194	27	,	,	PUNCT
american_scientific_journal-6786	194	28	for	for	ADP
american_scientific_journal-6786	194	29	k	k	PROPN
american_scientific_journal-6786	194	30	=	=	SYM
american_scientific_journal-6786	194	31	1	1	NUM
american_scientific_journal-6786	194	32	,	,	PUNCT
american_scientific_journal-6786	194	33	k	k	NOUN
american_scientific_journal-6786	194	34	=	=	SYM
american_scientific_journal-6786	194	35	5	5	NUM
american_scientific_journal-6786	194	36	,	,	PUNCT
american_scientific_journal-6786	194	37	and	and	CCONJ
american_scientific_journal-6786	194	38	k	k	X
american_scientific_journal-6786	194	39	=	=	SYM
american_scientific_journal-6786	194	40	7	7	X
american_scientific_journal-6786	194	41	.	.	NOUN
american_scientific_journal-6786	194	42	wrapper	wrapper	NOUN
american_scientific_journal-6786	194	43	approach	approach	NOUN
american_scientific_journal-6786	194	44	the	the	DET
american_scientific_journal-6786	194	45	search	search	NOUN
american_scientific_journal-6786	194	46	method	method	NOUN
american_scientific_journal-6786	194	47	identified	identify	VERB
american_scientific_journal-6786	194	48	with	with	ADP
american_scientific_journal-6786	194	49	s	s	PRON
american_scientific_journal-6786	194	50	refers	refer	VERB
american_scientific_journal-6786	194	51	to	to	ADP
american_scientific_journal-6786	194	52	the	the	DET
american_scientific_journal-6786	194	53	sequential	sequential	ADJ
american_scientific_journal-6786	194	54	search	search	NOUN
american_scientific_journal-6786	194	55	,	,	PUNCT
american_scientific_journal-6786	194	56	and	and	CCONJ
american_scientific_journal-6786	194	57	the	the	DET
american_scientific_journal-6786	194	58	search	search	NOUN
american_scientific_journal-6786	194	59	with	with	ADP
american_scientific_journal-6786	194	60	r	r	NOUN
american_scientific_journal-6786	194	61	refers	refer	VERB
american_scientific_journal-6786	194	62	to	to	ADP
american_scientific_journal-6786	194	63	the	the	DET
american_scientific_journal-6786	194	64	random	random	ADJ
american_scientific_journal-6786	194	65	search	search	NOUN
american_scientific_journal-6786	194	66	.	.	PUNCT
american_scientific_journal-6786	195	1	table	table	NOUN
american_scientific_journal-6786	195	2	7	7	NUM
american_scientific_journal-6786	195	3	refers	refer	VERB
american_scientific_journal-6786	195	4	to	to	ADP
american_scientific_journal-6786	195	5	the	the	DET
american_scientific_journal-6786	195	6	results	result	NOUN
american_scientific_journal-6786	195	7	obtained	obtain	VERB
american_scientific_journal-6786	195	8	from	from	ADP
american_scientific_journal-6786	195	9	the	the	DET
american_scientific_journal-6786	195	10	random	random	ADJ
american_scientific_journal-6786	195	11	projection	projection	NOUN
american_scientific_journal-6786	195	12	method	method	NOUN
american_scientific_journal-6786	195	13	's	's	PART
american_scientific_journal-6786	195	14	joint	joint	ADJ
american_scientific_journal-6786	195	15	use	use	NOUN
american_scientific_journal-6786	195	16	and	and	CCONJ
american_scientific_journal-6786	195	17	the	the	DET
american_scientific_journal-6786	195	18	attribute	attribute	NOUN
american_scientific_journal-6786	195	19	selection	selection	NOUN
american_scientific_journal-6786	195	20	in	in	ADP
american_scientific_journal-6786	195	21	the	the	DET
american_scientific_journal-6786	195	22	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	195	23	base	base	NOUN
american_scientific_journal-6786	195	24	attribute	attribute	NOUN
american_scientific_journal-6786	195	25	subsets	subset	NOUN
american_scientific_journal-6786	195	26	.	.	PUNCT
american_scientific_journal-6786	196	1	analyzing	analyze	VERB
american_scientific_journal-6786	196	2	the	the	DET
american_scientific_journal-6786	196	3	search	search	NOUN
american_scientific_journal-6786	196	4	method	method	NOUN
american_scientific_journal-6786	196	5	s	s	PART
american_scientific_journal-6786	196	6	,	,	PUNCT
american_scientific_journal-6786	196	7	it	it	PRON
american_scientific_journal-6786	196	8	is	be	AUX
american_scientific_journal-6786	196	9	observed	observe	VERB
american_scientific_journal-6786	196	10	that	that	SCONJ
american_scientific_journal-6786	196	11	the	the	DET
american_scientific_journal-6786	196	12	algorithms	algorithm	NOUN
american_scientific_journal-6786	196	13	c4.5	c4.5	PROPN
american_scientific_journal-6786	196	14	,	,	PUNCT
american_scientific_journal-6786	196	15	1	1	NUM
american_scientific_journal-6786	196	16	-	-	SYM
american_scientific_journal-6786	196	17	nn	nn	NOUN
american_scientific_journal-6786	196	18	,	,	PUNCT
american_scientific_journal-6786	196	19	and	and	CCONJ
american_scientific_journal-6786	196	20	3	3	X
american_scientific_journal-6786	196	21	-	-	SYM
american_scientific_journal-6786	196	22	nn	nn	NOUN
american_scientific_journal-6786	196	23	are	be	AUX
american_scientific_journal-6786	196	24	statistically	statistically	ADV
american_scientific_journal-6786	196	25	worse	bad	ADJ
american_scientific_journal-6786	196	26	than	than	ADP
american_scientific_journal-6786	196	27	the	the	DET
american_scientific_journal-6786	196	28	naïve	naïve	ADJ
american_scientific_journal-6786	196	29	bayes	bayes	NOUN
american_scientific_journal-6786	196	30	algorithm	algorithm	PROPN
american_scientific_journal-6786	196	31	.	.	PUNCT
american_scientific_journal-6786	197	1	however	however	ADV
american_scientific_journal-6786	197	2	,	,	PUNCT
american_scientific_journal-6786	197	3	for	for	ADP
american_scientific_journal-6786	197	4	the	the	DET
american_scientific_journal-6786	197	5	search	search	NOUN
american_scientific_journal-6786	197	6	method	method	NOUN
american_scientific_journal-6786	197	7	r	r	NOUN
american_scientific_journal-6786	197	8	,	,	PUNCT
american_scientific_journal-6786	197	9	the	the	DET
american_scientific_journal-6786	197	10	algorithms	algorithm	NOUN
american_scientific_journal-6786	197	11	c4.5	c4.5	PROPN
american_scientific_journal-6786	197	12	and	and	CCONJ
american_scientific_journal-6786	197	13	the	the	DET
american_scientific_journal-6786	197	14	k	k	PROPN
american_scientific_journal-6786	197	15	-	-	PUNCT
american_scientific_journal-6786	197	16	nn	nn	PROPN
american_scientific_journal-6786	197	17	(	(	PUNCT
american_scientific_journal-6786	197	18	for	for	ADP
american_scientific_journal-6786	197	19	the	the	DET
american_scientific_journal-6786	197	20	values	value	NOUN
american_scientific_journal-6786	197	21	of	of	ADP
american_scientific_journal-6786	197	22	k	k	PROPN
american_scientific_journal-6786	197	23	=	=	SYM
american_scientific_journal-6786	197	24	1	1	NUM
american_scientific_journal-6786	197	25	,	,	PUNCT
american_scientific_journal-6786	197	26	k	k	NOUN
american_scientific_journal-6786	197	27	=	=	SYM
american_scientific_journal-6786	197	28	3	3	NUM
american_scientific_journal-6786	197	29	,	,	PUNCT
american_scientific_journal-6786	197	30	k	k	NOUN
american_scientific_journal-6786	197	31	=	=	SYM
american_scientific_journal-6786	197	32	5	5	NUM
american_scientific_journal-6786	197	33	,	,	PUNCT
american_scientific_journal-6786	197	34	and	and	CCONJ
american_scientific_journal-6786	197	35	k	k	X
american_scientific_journal-6786	197	36	=	=	SYM
american_scientific_journal-6786	197	37	7	7	X
american_scientific_journal-6786	197	38	)	)	PUNCT
american_scientific_journal-6786	197	39	are	be	AUX
american_scientific_journal-6786	197	40	statistically	statistically	ADV
american_scientific_journal-6786	197	41	better	well	ADJ
american_scientific_journal-6786	197	42	.	.	PUNCT
american_scientific_journal-6786	198	1	table	table	NOUN
american_scientific_journal-6786	198	2	7	7	NUM
american_scientific_journal-6786	198	3	:	:	PUNCT
american_scientific_journal-6786	198	4	average	average	ADJ
american_scientific_journal-6786	198	5	precision	precision	NOUN
american_scientific_journal-6786	198	6	on	on	ADP
american_scientific_journal-6786	198	7	each	each	DET
american_scientific_journal-6786	198	8	database	database	NOUN
american_scientific_journal-6786	198	9	using	use	VERB
american_scientific_journal-6786	198	10	the	the	DET
american_scientific_journal-6786	198	11	joint	joint	ADJ
american_scientific_journal-6786	198	12	use	use	NOUN
american_scientific_journal-6786	198	13	of	of	ADP
american_scientific_journal-6786	198	14	random	random	ADJ
american_scientific_journal-6786	198	15	projection	projection	NOUN
american_scientific_journal-6786	198	16	method	method	NOUN
american_scientific_journal-6786	198	17	and	and	CCONJ
american_scientific_journal-6786	198	18	attributes	attribute	VERB
american_scientific_journal-6786	198	19	selection	selection	NOUN
american_scientific_journal-6786	198	20	using	use	VERB
american_scientific_journal-6786	198	21	the	the	DET
american_scientific_journal-6786	198	22	wrapper	wrapper	NOUN
american_scientific_journal-6786	198	23	approach	approach	NOUN
american_scientific_journal-6786	198	24	in	in	ADP
american_scientific_journal-6786	198	25	the	the	DET
american_scientific_journal-6786	198	26	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	198	27	subsets	subset	NOUN
american_scientific_journal-6786	198	28	(	(	PUNCT
american_scientific_journal-6786	198	29	in	in	ADP
american_scientific_journal-6786	198	30	%	%	NOUN
american_scientific_journal-6786	198	31	)	)	PUNCT
american_scientific_journal-6786	198	32	.	.	PUNCT
american_scientific_journal-6786	199	1	datasets	dataset	NOUN
american_scientific_journal-6786	199	2	naïve	naïve	ADJ
american_scientific_journal-6786	199	3	bayes	baye	NOUN
american_scientific_journal-6786	199	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	199	5	svm	svm	VERB
american_scientific_journal-6786	199	6	1	1	NUM
american_scientific_journal-6786	199	7	-	-	PUNCT
american_scientific_journal-6786	199	8	nn	nn	NUM
american_scientific_journal-6786	199	9	3	3	PROPN
american_scientific_journal-6786	199	10	-	-	PUNCT
american_scientific_journal-6786	199	11	nn	nn	NUM
american_scientific_journal-6786	199	12	5	5	PROPN
american_scientific_journal-6786	199	13	-	-	PUNCT
american_scientific_journal-6786	199	14	nn	nn	NUM
american_scientific_journal-6786	199	15	7	7	PROPN
american_scientific_journal-6786	199	16	-	-	PUNCT
american_scientific_journal-6786	199	17	nn	nn	PROPN
american_scientific_journal-6786	199	18	s	s	PROPN
american_scientific_journal-6786	199	19	91,16	91,16	PROPN
american_scientific_journal-6786	199	20	±	±	NUM
american_scientific_journal-6786	199	21	7,67	7,67	NUM
american_scientific_journal-6786	199	22	85,72	85,72	NUM
american_scientific_journal-6786	199	23	±	±	NUM
american_scientific_journal-6786	199	24	6,82	6,82	PROPN
american_scientific_journal-6786	199	25	*	*	NOUN
american_scientific_journal-6786	199	26	91,32	91,32	NUM
american_scientific_journal-6786	199	27	±	±	NUM
american_scientific_journal-6786	199	28	6,60	6,60	NUM
american_scientific_journal-6786	199	29	89,72	89,72	PROPN
american_scientific_journal-6786	199	30	±	±	NUM
american_scientific_journal-6786	199	31	9,03	9,03	NOUN
american_scientific_journal-6786	199	32	*	*	SYM
american_scientific_journal-6786	199	33	89,63	89,63	NUM
american_scientific_journal-6786	199	34	±	±	NUM
american_scientific_journal-6786	199	35	9,02	9,02	NUM
american_scientific_journal-6786	199	36	*	*	SYM
american_scientific_journal-6786	199	37	89,62	89,62	NUM
american_scientific_journal-6786	199	38	±	±	NOUN
american_scientific_journal-6786	199	39	9,64	9,64	NUM
american_scientific_journal-6786	199	40	90,83	90,83	NOUN
american_scientific_journal-6786	199	41	±	±	NOUN
american_scientific_journal-6786	199	42	7,61	7,61	NOUN
american_scientific_journal-6786	199	43	r	r	NOUN
american_scientific_journal-6786	199	44	92,19	92,19	NUM
american_scientific_journal-6786	199	45	±	±	NUM
american_scientific_journal-6786	199	46	6,93	6,93	NUM
american_scientific_journal-6786	199	47	82,88	82,88	NUM
american_scientific_journal-6786	199	48	±	±	NUM
american_scientific_journal-6786	199	49	4,34	4,34	NOUN
american_scientific_journal-6786	199	50	*	*	SYM
american_scientific_journal-6786	199	51	94,38	94,38	NUM
american_scientific_journal-6786	199	52	±	±	NOUN
american_scientific_journal-6786	199	53	6,19	6,19	X
american_scientific_journal-6786	199	54	88,61	88,61	PROPN
american_scientific_journal-6786	199	55	±	±	NUM
american_scientific_journal-6786	199	56	5,16	5,16	NUM
american_scientific_journal-6786	199	57	*	*	NUM
american_scientific_journal-6786	199	58	89,42	89,42	NUM
american_scientific_journal-6786	199	59	±	±	NUM
american_scientific_journal-6786	199	60	4,16	4,16	NUM
american_scientific_journal-6786	199	61	*	*	SYM
american_scientific_journal-6786	199	62	89,55	89,55	NOUN
american_scientific_journal-6786	199	63	±	±	NUM
american_scientific_journal-6786	199	64	4,06	4,06	NOUN
american_scientific_journal-6786	199	65	*	*	PUNCT
american_scientific_journal-6786	199	66	89,70	89,70	NUM
american_scientific_journal-6786	199	67	±	±	NOUN
american_scientific_journal-6786	199	68	4,39	4,39	NOUN
american_scientific_journal-6786	199	69	*	*	NOUN
american_scientific_journal-6786	199	70	table	table	NOUN
american_scientific_journal-6786	199	71	8	8	NUM
american_scientific_journal-6786	199	72	refers	refer	VERB
american_scientific_journal-6786	199	73	to	to	ADP
american_scientific_journal-6786	199	74	the	the	DET
american_scientific_journal-6786	199	75	results	result	NOUN
american_scientific_journal-6786	199	76	obtained	obtain	VERB
american_scientific_journal-6786	199	77	from	from	ADP
american_scientific_journal-6786	199	78	the	the	DET
american_scientific_journal-6786	199	79	random	random	ADJ
american_scientific_journal-6786	199	80	projection	projection	NOUN
american_scientific_journal-6786	199	81	method	method	NOUN
american_scientific_journal-6786	199	82	's	's	PART
american_scientific_journal-6786	199	83	joint	joint	ADJ
american_scientific_journal-6786	199	84	use	use	NOUN
american_scientific_journal-6786	199	85	and	and	CCONJ
american_scientific_journal-6786	199	86	the	the	DET
american_scientific_journal-6786	199	87	attribute	attribute	NOUN
american_scientific_journal-6786	199	88	selection	selection	NOUN
american_scientific_journal-6786	199	89	in	in	ADP
american_scientific_journal-6786	199	90	the	the	DET
american_scientific_journal-6786	199	91	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	199	92	-	-	PUNCT
american_scientific_journal-6786	199	93	tumor	tumor	NOUN
american_scientific_journal-6786	199	94	base	base	NOUN
american_scientific_journal-6786	199	95	attribute	attribute	NOUN
american_scientific_journal-6786	199	96	subsets	subset	NOUN
american_scientific_journal-6786	199	97	.	.	PUNCT
american_scientific_journal-6786	200	1	it	it	PRON
american_scientific_journal-6786	200	2	is	be	AUX
american_scientific_journal-6786	200	3	observed	observe	VERB
american_scientific_journal-6786	200	4	that	that	SCONJ
american_scientific_journal-6786	200	5	the	the	DET
american_scientific_journal-6786	200	6	results	result	NOUN
american_scientific_journal-6786	200	7	of	of	ADP
american_scientific_journal-6786	200	8	the	the	DET
american_scientific_journal-6786	200	9	c4.5	c4.5	PROPN
american_scientific_journal-6786	200	10	algorithm	algorithm	NOUN
american_scientific_journal-6786	200	11	in	in	ADP
american_scientific_journal-6786	200	12	these	these	DET
american_scientific_journal-6786	200	13	two	two	NUM
american_scientific_journal-6786	200	14	search	search	NOUN
american_scientific_journal-6786	200	15	methods	method	NOUN
american_scientific_journal-6786	200	16	were	be	AUX
american_scientific_journal-6786	200	17	statistically	statistically	ADV
american_scientific_journal-6786	200	18	worse	bad	ADJ
american_scientific_journal-6786	200	19	compared	compare	VERB
american_scientific_journal-6786	200	20	to	to	ADP
american_scientific_journal-6786	200	21	the	the	DET
american_scientific_journal-6786	200	22	base	base	NOUN
american_scientific_journal-6786	200	23	algorithm	algorithm	NOUN
american_scientific_journal-6786	200	24	and	and	CCONJ
american_scientific_journal-6786	200	25	the	the	DET
american_scientific_journal-6786	200	26	result	result	NOUN
american_scientific_journal-6786	200	27	of	of	ADP
american_scientific_journal-6786	200	28	the	the	DET
american_scientific_journal-6786	200	29	5	5	NUM
american_scientific_journal-6786	200	30	-	-	PUNCT
american_scientific_journal-6786	200	31	nn	nn	NUM
american_scientific_journal-6786	200	32	algorithm	algorithm	NOUN
american_scientific_journal-6786	200	33	was	be	AUX
american_scientific_journal-6786	200	34	statistically	statistically	ADV
american_scientific_journal-6786	200	35	better	well	ADJ
american_scientific_journal-6786	200	36	in	in	ADP
american_scientific_journal-6786	200	37	the	the	DET
american_scientific_journal-6786	200	38	sequential	sequential	ADJ
american_scientific_journal-6786	200	39	search	search	NOUN
american_scientific_journal-6786	200	40	method	method	NOUN
american_scientific_journal-6786	200	41	.	.	PUNCT
american_scientific_journal-6786	201	1	the	the	DET
american_scientific_journal-6786	201	2	result	result	NOUN
american_scientific_journal-6786	201	3	of	of	ADP
american_scientific_journal-6786	201	4	the	the	DET
american_scientific_journal-6786	201	5	c4.5	c4.5	PROPN
american_scientific_journal-6786	201	6	algorithm	algorithm	NOUN
american_scientific_journal-6786	201	7	was	be	AUX
american_scientific_journal-6786	201	8	statistically	statistically	ADV
american_scientific_journal-6786	201	9	worse	bad	ADJ
american_scientific_journal-6786	201	10	than	than	ADP
american_scientific_journal-6786	201	11	the	the	DET
american_scientific_journal-6786	201	12	naïve	naïve	ADJ
american_scientific_journal-6786	201	13	bayes	bayes	NOUN
american_scientific_journal-6786	201	14	algorithm	algorithm	NOUN
american_scientific_journal-6786	201	15	in	in	ADP
american_scientific_journal-6786	201	16	two	two	NUM
american_scientific_journal-6786	201	17	search	search	NOUN
american_scientific_journal-6786	201	18	experiments	experiment	NOUN
american_scientific_journal-6786	201	19	.	.	PUNCT
american_scientific_journal-6786	202	1	the	the	DET
american_scientific_journal-6786	202	2	5	5	NUM
american_scientific_journal-6786	202	3	-	-	PUNCT
american_scientific_journal-6786	202	4	nn	nn	NUM
american_scientific_journal-6786	202	5	algorithm	algorithm	NOUN
american_scientific_journal-6786	202	6	had	have	VERB
american_scientific_journal-6786	202	7	its	its	PRON
american_scientific_journal-6786	202	8	result	result	NOUN
american_scientific_journal-6786	202	9	statistically	statistically	ADV
american_scientific_journal-6786	202	10	better	well	ADJ
american_scientific_journal-6786	202	11	american	american	ADJ
american_scientific_journal-6786	202	12	scientific	scientific	ADJ
american_scientific_journal-6786	202	13	research	research	NOUN
american_scientific_journal-6786	202	14	journal	journal	NOUN
american_scientific_journal-6786	202	15	for	for	ADP
american_scientific_journal-6786	202	16	engineering	engineering	NOUN
american_scientific_journal-6786	202	17	,	,	PUNCT
american_scientific_journal-6786	202	18	technology	technology	NOUN
american_scientific_journal-6786	202	19	,	,	PUNCT
american_scientific_journal-6786	202	20	and	and	CCONJ
american_scientific_journal-6786	202	21	sciences	science	NOUN
american_scientific_journal-6786	202	22	(	(	PUNCT
american_scientific_journal-6786	202	23	asrjets	asrjet	NOUN
american_scientific_journal-6786	202	24	)	)	PUNCT
american_scientific_journal-6786	202	25	(	(	PUNCT
american_scientific_journal-6786	202	26	2021	2021	NUM
american_scientific_journal-6786	202	27	)	)	PUNCT
american_scientific_journal-6786	202	28	volume	volume	NOUN
american_scientific_journal-6786	202	29	78	78	NUM
american_scientific_journal-6786	202	30	,	,	PUNCT
american_scientific_journal-6786	202	31	no	no	DET
american_scientific_journal-6786	202	32	1	1	NUM
american_scientific_journal-6786	202	33	,	,	PUNCT
american_scientific_journal-6786	202	34	pp	pp	ADV
american_scientific_journal-6786	202	35	131	131	NUM
american_scientific_journal-6786	202	36	-	-	SYM
american_scientific_journal-6786	202	37	149	149	NUM
american_scientific_journal-6786	202	38	142	142	NUM
american_scientific_journal-6786	202	39	in	in	ADP
american_scientific_journal-6786	202	40	the	the	DET
american_scientific_journal-6786	202	41	search	search	NOUN
american_scientific_journal-6786	202	42	method	method	NOUN
american_scientific_journal-6786	202	43	s.	s.	PROPN
american_scientific_journal-6786	202	44	table	table	PROPN
american_scientific_journal-6786	202	45	8	8	NUM
american_scientific_journal-6786	202	46	:	:	PUNCT
american_scientific_journal-6786	202	47	average	average	ADJ
american_scientific_journal-6786	202	48	precision	precision	NOUN
american_scientific_journal-6786	202	49	on	on	ADP
american_scientific_journal-6786	202	50	each	each	DET
american_scientific_journal-6786	202	51	database	database	NOUN
american_scientific_journal-6786	202	52	using	use	VERB
american_scientific_journal-6786	202	53	the	the	DET
american_scientific_journal-6786	202	54	joint	joint	ADJ
american_scientific_journal-6786	202	55	use	use	NOUN
american_scientific_journal-6786	202	56	of	of	ADP
american_scientific_journal-6786	202	57	random	random	ADJ
american_scientific_journal-6786	202	58	projection	projection	NOUN
american_scientific_journal-6786	202	59	method	method	NOUN
american_scientific_journal-6786	202	60	and	and	CCONJ
american_scientific_journal-6786	202	61	attributes	attribute	VERB
american_scientific_journal-6786	202	62	selection	selection	NOUN
american_scientific_journal-6786	202	63	using	use	VERB
american_scientific_journal-6786	202	64	the	the	DET
american_scientific_journal-6786	202	65	wrapper	wrapper	NOUN
american_scientific_journal-6786	202	66	approach	approach	NOUN
american_scientific_journal-6786	202	67	in	in	ADP
american_scientific_journal-6786	202	68	the	the	DET
american_scientific_journal-6786	202	69	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	202	70	-	-	PUNCT
american_scientific_journal-6786	202	71	tumor	tumor	NOUN
american_scientific_journal-6786	202	72	subsets	subset	NOUN
american_scientific_journal-6786	202	73	(	(	PUNCT
american_scientific_journal-6786	202	74	in	in	ADP
american_scientific_journal-6786	202	75	%	%	NOUN
american_scientific_journal-6786	202	76	)	)	PUNCT
american_scientific_journal-6786	202	77	.	.	PUNCT
american_scientific_journal-6786	203	1	datasets	dataset	NOUN
american_scientific_journal-6786	203	2	naïve	naïve	ADJ
american_scientific_journal-6786	203	3	bayes	baye	NOUN
american_scientific_journal-6786	203	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	203	5	svm	svm	VERB
american_scientific_journal-6786	203	6	1	1	NUM
american_scientific_journal-6786	203	7	-	-	PUNCT
american_scientific_journal-6786	203	8	nn	nn	NUM
american_scientific_journal-6786	203	9	3	3	PROPN
american_scientific_journal-6786	203	10	-	-	PUNCT
american_scientific_journal-6786	203	11	nn	nn	NUM
american_scientific_journal-6786	203	12	5	5	PROPN
american_scientific_journal-6786	203	13	-	-	PUNCT
american_scientific_journal-6786	203	14	nn	nn	NUM
american_scientific_journal-6786	203	15	7	7	PROPN
american_scientific_journal-6786	203	16	-	-	PUNCT
american_scientific_journal-6786	203	17	nn	nn	PROPN
american_scientific_journal-6786	203	18	s	s	NUM
american_scientific_journal-6786	203	19	92,78	92,78	NUM
american_scientific_journal-6786	203	20	±	±	NUM
american_scientific_journal-6786	203	21	6,06	6,06	NUM
american_scientific_journal-6786	203	22	88,86	88,86	NUM
american_scientific_journal-6786	203	23	±	±	NUM
american_scientific_journal-6786	204	1	6,91	6,91	NUM
american_scientific_journal-6786	204	2	*	*	SYM
american_scientific_journal-6786	204	3	88,40	88,40	NUM
american_scientific_journal-6786	204	4	±	±	NUM
american_scientific_journal-6786	204	5	10,47	10,47	NUM
american_scientific_journal-6786	204	6	94,58	94,58	NUM
american_scientific_journal-6786	204	7	±	±	NOUN
american_scientific_journal-6786	204	8	6,66	6,66	NUM
american_scientific_journal-6786	204	9	94,68	94,68	NUM
american_scientific_journal-6786	204	10	±	±	NOUN
american_scientific_journal-6786	204	11	4,72	4,72	NUM
american_scientific_journal-6786	204	12	95,09	95,09	NUM
american_scientific_journal-6786	204	13	±	±	NUM
american_scientific_journal-6786	204	14	4,74	4,74	NUM
american_scientific_journal-6786	204	15	94,60	94,60	NUM
american_scientific_journal-6786	204	16	±	±	NUM
american_scientific_journal-6786	204	17	5,43	5,43	NOUN
american_scientific_journal-6786	204	18	r	r	NOUN
american_scientific_journal-6786	204	19	92,09	92,09	NUM
american_scientific_journal-6786	204	20	±	±	NUM
american_scientific_journal-6786	204	21	2,84	2,84	NUM
american_scientific_journal-6786	204	22	88,60	88,60	NUM
american_scientific_journal-6786	204	23	±	±	NUM
american_scientific_journal-6786	204	24	5,78	5,78	NOUN
american_scientific_journal-6786	204	25	*	*	SYM
american_scientific_journal-6786	204	26	91,77	91,77	NUM
american_scientific_journal-6786	204	27	±	±	NUM
american_scientific_journal-6786	204	28	11,23	11,23	NUM
american_scientific_journal-6786	204	29	92,34	92,34	PROPN
american_scientific_journal-6786	204	30	±	±	NUM
american_scientific_journal-6786	204	31	7,74	7,74	NOUN
american_scientific_journal-6786	204	32	91,13	91,13	NUM
american_scientific_journal-6786	204	33	±	±	NUM
american_scientific_journal-6786	204	34	7,58	7,58	NUM
american_scientific_journal-6786	204	35	91,91	91,91	NUM
american_scientific_journal-6786	204	36	±	±	NUM
american_scientific_journal-6786	204	37	7,58	7,58	PROPN
american_scientific_journal-6786	204	38	92,99	92,99	NUM
american_scientific_journal-6786	204	39	±	±	NUM
american_scientific_journal-6786	204	40	5,01	5,01	NOUN
american_scientific_journal-6786	204	41	table	table	NOUN
american_scientific_journal-6786	204	42	9	9	NUM
american_scientific_journal-6786	204	43	shows	show	VERB
american_scientific_journal-6786	204	44	the	the	DET
american_scientific_journal-6786	204	45	results	result	NOUN
american_scientific_journal-6786	204	46	obtained	obtain	VERB
american_scientific_journal-6786	204	47	from	from	ADP
american_scientific_journal-6786	204	48	the	the	DET
american_scientific_journal-6786	204	49	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	204	50	-	-	PUNCT
american_scientific_journal-6786	204	51	outcome	outcome	NOUN
american_scientific_journal-6786	204	52	database	database	NOUN
american_scientific_journal-6786	204	53	in	in	ADP
american_scientific_journal-6786	204	54	which	which	PRON
american_scientific_journal-6786	204	55	the	the	DET
american_scientific_journal-6786	204	56	k	k	PROPN
american_scientific_journal-6786	204	57	-	-	PUNCT
american_scientific_journal-6786	204	58	nn	nn	ADJ
american_scientific_journal-6786	204	59	algorithm	algorithm	NOUN
american_scientific_journal-6786	204	60	had	have	VERB
american_scientific_journal-6786	204	61	better	well	ADJ
american_scientific_journal-6786	204	62	results	result	NOUN
american_scientific_journal-6786	204	63	statistically	statistically	ADV
american_scientific_journal-6786	204	64	compared	compare	VERB
american_scientific_journal-6786	204	65	to	to	ADP
american_scientific_journal-6786	204	66	naïve	naïve	ADJ
american_scientific_journal-6786	204	67	bayes	baye	NOUN
american_scientific_journal-6786	204	68	.	.	PUNCT
american_scientific_journal-6786	205	1	table	table	NOUN
american_scientific_journal-6786	205	2	9	9	NUM
american_scientific_journal-6786	205	3	:	:	PUNCT
american_scientific_journal-6786	205	4	average	average	ADJ
american_scientific_journal-6786	205	5	precision	precision	NOUN
american_scientific_journal-6786	205	6	on	on	ADP
american_scientific_journal-6786	205	7	each	each	DET
american_scientific_journal-6786	205	8	database	database	NOUN
american_scientific_journal-6786	205	9	using	use	VERB
american_scientific_journal-6786	205	10	the	the	DET
american_scientific_journal-6786	205	11	joint	joint	ADJ
american_scientific_journal-6786	205	12	use	use	NOUN
american_scientific_journal-6786	205	13	of	of	ADP
american_scientific_journal-6786	205	14	random	random	ADJ
american_scientific_journal-6786	205	15	projection	projection	NOUN
american_scientific_journal-6786	205	16	method	method	NOUN
american_scientific_journal-6786	205	17	and	and	CCONJ
american_scientific_journal-6786	205	18	attributes	attribute	VERB
american_scientific_journal-6786	205	19	selection	selection	NOUN
american_scientific_journal-6786	205	20	using	use	VERB
american_scientific_journal-6786	205	21	the	the	DET
american_scientific_journal-6786	205	22	wrapper	wrapper	NOUN
american_scientific_journal-6786	205	23	approach	approach	NOUN
american_scientific_journal-6786	205	24	in	in	ADP
american_scientific_journal-6786	205	25	the	the	DET
american_scientific_journal-6786	205	26	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	205	27	-	-	PUNCT
american_scientific_journal-6786	205	28	outcome	outcome	NOUN
american_scientific_journal-6786	205	29	subsets	subset	NOUN
american_scientific_journal-6786	205	30	(	(	PUNCT
american_scientific_journal-6786	205	31	in	in	ADP
american_scientific_journal-6786	205	32	%	%	NOUN
american_scientific_journal-6786	205	33	)	)	PUNCT
american_scientific_journal-6786	205	34	.	.	PUNCT
american_scientific_journal-6786	206	1	datasets	dataset	NOUN
american_scientific_journal-6786	206	2	naïve	naïve	ADJ
american_scientific_journal-6786	206	3	bayes	baye	NOUN
american_scientific_journal-6786	206	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	206	5	svm	svm	VERB
american_scientific_journal-6786	206	6	1	1	NUM
american_scientific_journal-6786	206	7	-	-	PUNCT
american_scientific_journal-6786	206	8	nn	nn	NUM
american_scientific_journal-6786	206	9	3	3	PROPN
american_scientific_journal-6786	206	10	-	-	PUNCT
american_scientific_journal-6786	206	11	nn	nn	NUM
american_scientific_journal-6786	206	12	5	5	PROPN
american_scientific_journal-6786	206	13	-	-	PUNCT
american_scientific_journal-6786	206	14	nn	nn	NUM
american_scientific_journal-6786	206	15	7	7	PROPN
american_scientific_journal-6786	206	16	-	-	PUNCT
american_scientific_journal-6786	206	17	nn	nn	PROPN
american_scientific_journal-6786	206	18	s	s	PROPN
american_scientific_journal-6786	206	19	71,48	71,48	NUM
american_scientific_journal-6786	206	20	±	±	NOUN
american_scientific_journal-6786	206	21	7,13	7,13	NUM
american_scientific_journal-6786	206	22	69,93	69,93	NUM
american_scientific_journal-6786	206	23	±	±	NUM
american_scientific_journal-6786	206	24	12,46	12,46	NUM
american_scientific_journal-6786	206	25	70,28	70,28	NUM
american_scientific_journal-6786	206	26	±	±	NUM
american_scientific_journal-6786	206	27	10,61	10,61	NUM
american_scientific_journal-6786	206	28	75,17	75,17	NUM
american_scientific_journal-6786	206	29	±	±	NOUN
american_scientific_journal-6786	206	30	7,29	7,29	NOUN
american_scientific_journal-6786	207	1	75,22	75,22	NUM
american_scientific_journal-6786	207	2	±6,81	±6,81	NOUN
american_scientific_journal-6786	207	3	74,40	74,40	NUM
american_scientific_journal-6786	207	4	±	±	NOUN
american_scientific_journal-6786	207	5	7,29	7,29	NUM
american_scientific_journal-6786	207	6	72,66	72,66	NUM
american_scientific_journal-6786	207	7	±	±	NOUN
american_scientific_journal-6786	207	8	8,20	8,20	NOUN
american_scientific_journal-6786	207	9	r	r	NOUN
american_scientific_journal-6786	207	10	55,45	55,45	NUM
american_scientific_journal-6786	207	11	±	±	NUM
american_scientific_journal-6786	207	12	8,54	8,54	NUM
american_scientific_journal-6786	207	13	58,12	58,12	NUM
american_scientific_journal-6786	207	14	±	±	NOUN
american_scientific_journal-6786	207	15	1,81	1,81	NUM
american_scientific_journal-6786	207	16	62,10	62,10	NUM
american_scientific_journal-6786	207	17	±	±	NUM
american_scientific_journal-6786	207	18	4,03	4,03	NUM
american_scientific_journal-6786	207	19	69,10	69,10	NUM
american_scientific_journal-6786	207	20	±	±	NOUN
american_scientific_journal-6786	207	21	3,24	3,24	NUM
american_scientific_journal-6786	207	22	68,38	68,38	NUM
american_scientific_journal-6786	207	23	±2,59	±2,59	VERB
american_scientific_journal-6786	207	24	65,71	65,71	NUM
american_scientific_journal-6786	207	25	±	±	NOUN
american_scientific_journal-6786	207	26	3,52	3,52	NUM
american_scientific_journal-6786	207	27	63,81	63,81	NUM
american_scientific_journal-6786	207	28	±	±	NUM
american_scientific_journal-6786	207	29	3,45	3,45	NUM
american_scientific_journal-6786	207	30	table	table	NOUN
american_scientific_journal-6786	207	31	10	10	NUM
american_scientific_journal-6786	207	32	shows	show	VERB
american_scientific_journal-6786	207	33	the	the	DET
american_scientific_journal-6786	207	34	results	result	NOUN
american_scientific_journal-6786	207	35	obtained	obtain	VERB
american_scientific_journal-6786	207	36	from	from	ADP
american_scientific_journal-6786	207	37	the	the	DET
american_scientific_journal-6786	207	38	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	207	39	-	-	PUNCT
american_scientific_journal-6786	207	40	nih	nih	NOUN
american_scientific_journal-6786	207	41	database	database	NOUN
american_scientific_journal-6786	207	42	.	.	PUNCT
american_scientific_journal-6786	208	1	the	the	DET
american_scientific_journal-6786	208	2	k	k	PROPN
american_scientific_journal-6786	208	3	-	-	PUNCT
american_scientific_journal-6786	208	4	nn	nn	ADJ
american_scientific_journal-6786	208	5	algorithm	algorithm	NOUN
american_scientific_journal-6786	208	6	had	have	VERB
american_scientific_journal-6786	208	7	the	the	DET
american_scientific_journal-6786	208	8	worst	bad	ADJ
american_scientific_journal-6786	208	9	results	result	NOUN
american_scientific_journal-6786	208	10	statistically	statistically	ADV
american_scientific_journal-6786	208	11	evaluated	evaluate	VERB
american_scientific_journal-6786	208	12	when	when	SCONJ
american_scientific_journal-6786	208	13	using	use	VERB
american_scientific_journal-6786	208	14	the	the	DET
american_scientific_journal-6786	208	15	search	search	NOUN
american_scientific_journal-6786	208	16	method	method	NOUN
american_scientific_journal-6786	208	17	s.	s.	PROPN
american_scientific_journal-6786	208	18	although	although	SCONJ
american_scientific_journal-6786	208	19	,	,	PUNCT
american_scientific_journal-6786	208	20	in	in	ADP
american_scientific_journal-6786	208	21	the	the	DET
american_scientific_journal-6786	208	22	search	search	NOUN
american_scientific_journal-6786	208	23	method	method	NOUN
american_scientific_journal-6786	208	24	r	r	NOUN
american_scientific_journal-6786	208	25	,	,	PUNCT
american_scientific_journal-6786	208	26	the	the	DET
american_scientific_journal-6786	208	27	algorithm	algorithm	NOUN
american_scientific_journal-6786	208	28	c4.5	c4.5	PROPN
american_scientific_journal-6786	208	29	had	have	VERB
american_scientific_journal-6786	208	30	a	a	DET
american_scientific_journal-6786	208	31	worse	bad	ADJ
american_scientific_journal-6786	208	32	result	result	NOUN
american_scientific_journal-6786	208	33	.	.	PUNCT
american_scientific_journal-6786	209	1	table	table	NOUN
american_scientific_journal-6786	209	2	11	11	NUM
american_scientific_journal-6786	209	3	shows	show	VERB
american_scientific_journal-6786	209	4	the	the	DET
american_scientific_journal-6786	209	5	results	result	NOUN
american_scientific_journal-6786	209	6	obtained	obtain	VERB
american_scientific_journal-6786	209	7	from	from	ADP
american_scientific_journal-6786	209	8	the	the	DET
american_scientific_journal-6786	209	9	all	all	DET
american_scientific_journal-6786	209	10	/	/	SYM
american_scientific_journal-6786	209	11	aml	aml	NOUN
american_scientific_journal-6786	209	12	database	database	NOUN
american_scientific_journal-6786	209	13	in	in	ADP
american_scientific_journal-6786	209	14	which	which	PRON
american_scientific_journal-6786	209	15	the	the	DET
american_scientific_journal-6786	209	16	c4.5	c4.5	PROPN
american_scientific_journal-6786	209	17	algorithm	algorithm	NOUN
american_scientific_journal-6786	209	18	had	have	VERB
american_scientific_journal-6786	209	19	worse	bad	ADJ
american_scientific_journal-6786	209	20	results	result	NOUN
american_scientific_journal-6786	209	21	than	than	ADP
american_scientific_journal-6786	209	22	the	the	DET
american_scientific_journal-6786	209	23	naïve	naïve	ADJ
american_scientific_journal-6786	209	24	bayes	bayes	NOUN
american_scientific_journal-6786	209	25	algorithm	algorithm	NOUN
american_scientific_journal-6786	209	26	in	in	ADP
american_scientific_journal-6786	209	27	the	the	DET
american_scientific_journal-6786	209	28	two	two	NUM
american_scientific_journal-6786	209	29	search	search	NOUN
american_scientific_journal-6786	209	30	methods	method	NOUN
american_scientific_journal-6786	209	31	.	.	PUNCT
american_scientific_journal-6786	210	1	the	the	DET
american_scientific_journal-6786	210	2	5	5	NUM
american_scientific_journal-6786	210	3	-	-	PUNCT
american_scientific_journal-6786	210	4	nn	nn	NOUN
american_scientific_journal-6786	210	5	and	and	CCONJ
american_scientific_journal-6786	210	6	7	7	NUM
american_scientific_journal-6786	210	7	-	-	PUNCT
american_scientific_journal-6786	210	8	nn	nn	NOUN
american_scientific_journal-6786	210	9	algorithms	algorithm	NOUN
american_scientific_journal-6786	210	10	also	also	ADV
american_scientific_journal-6786	210	11	had	have	VERB
american_scientific_journal-6786	210	12	statistically	statistically	ADV
american_scientific_journal-6786	210	13	worse	bad	ADJ
american_scientific_journal-6786	210	14	results	result	NOUN
american_scientific_journal-6786	210	15	in	in	ADP
american_scientific_journal-6786	210	16	the	the	DET
american_scientific_journal-6786	210	17	random	random	ADJ
american_scientific_journal-6786	210	18	search	search	NOUN
american_scientific_journal-6786	210	19	method	method	NOUN
american_scientific_journal-6786	210	20	.	.	PUNCT
american_scientific_journal-6786	211	1	table	table	NOUN
american_scientific_journal-6786	211	2	10	10	NUM
american_scientific_journal-6786	211	3	:	:	PUNCT
american_scientific_journal-6786	211	4	average	average	ADJ
american_scientific_journal-6786	211	5	precision	precision	NOUN
american_scientific_journal-6786	211	6	on	on	ADP
american_scientific_journal-6786	211	7	each	each	DET
american_scientific_journal-6786	211	8	database	database	NOUN
american_scientific_journal-6786	211	9	using	use	VERB
american_scientific_journal-6786	211	10	the	the	DET
american_scientific_journal-6786	211	11	joint	joint	ADJ
american_scientific_journal-6786	211	12	use	use	NOUN
american_scientific_journal-6786	211	13	of	of	ADP
american_scientific_journal-6786	211	14	random	random	ADJ
american_scientific_journal-6786	211	15	projection	projection	NOUN
american_scientific_journal-6786	211	16	method	method	NOUN
american_scientific_journal-6786	211	17	and	and	CCONJ
american_scientific_journal-6786	211	18	attributes	attribute	VERB
american_scientific_journal-6786	211	19	selection	selection	NOUN
american_scientific_journal-6786	211	20	using	use	VERB
american_scientific_journal-6786	211	21	the	the	DET
american_scientific_journal-6786	211	22	wrapper	wrapper	NOUN
american_scientific_journal-6786	211	23	approach	approach	NOUN
american_scientific_journal-6786	211	24	in	in	ADP
american_scientific_journal-6786	211	25	the	the	DET
american_scientific_journal-6786	211	26	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	211	27	-	-	PUNCT
american_scientific_journal-6786	211	28	nih	nih	NOUN
american_scientific_journal-6786	211	29	subsets	subset	NOUN
american_scientific_journal-6786	211	30	(	(	PUNCT
american_scientific_journal-6786	211	31	in	in	ADP
american_scientific_journal-6786	211	32	%	%	NOUN
american_scientific_journal-6786	211	33	)	)	PUNCT
american_scientific_journal-6786	211	34	.	.	PUNCT
american_scientific_journal-6786	212	1	datasets	dataset	NOUN
american_scientific_journal-6786	212	2	naïve	naïve	ADJ
american_scientific_journal-6786	212	3	bayes	baye	NOUN
american_scientific_journal-6786	212	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	212	5	svm	svm	VERB
american_scientific_journal-6786	212	6	1	1	NUM
american_scientific_journal-6786	212	7	-	-	PUNCT
american_scientific_journal-6786	212	8	nn	nn	NUM
american_scientific_journal-6786	212	9	3	3	PROPN
american_scientific_journal-6786	212	10	-	-	PUNCT
american_scientific_journal-6786	212	11	nn	nn	NUM
american_scientific_journal-6786	212	12	5	5	PROPN
american_scientific_journal-6786	212	13	-	-	PUNCT
american_scientific_journal-6786	212	14	nn	nn	NUM
american_scientific_journal-6786	212	15	7	7	PROPN
american_scientific_journal-6786	212	16	-	-	PUNCT
american_scientific_journal-6786	212	17	nn	nn	PROPN
american_scientific_journal-6786	212	18	s	s	PROPN
american_scientific_journal-6786	212	19	65,74	65,74	NUM
american_scientific_journal-6786	212	20	±	±	NOUN
american_scientific_journal-6786	212	21	3,72	3,72	NOUN
american_scientific_journal-6786	212	22	66,48	66,48	NUM
american_scientific_journal-6786	212	23	±	±	NOUN
american_scientific_journal-6786	212	24	7,10	7,10	NUM
american_scientific_journal-6786	212	25	63,41	63,41	NUM
american_scientific_journal-6786	212	26	±	±	NOUN
american_scientific_journal-6786	212	27	6,91	6,91	NUM
american_scientific_journal-6786	212	28	63,90	63,90	NUM
american_scientific_journal-6786	212	29	±	±	NOUN
american_scientific_journal-6786	212	30	2,60	2,60	NUM
american_scientific_journal-6786	212	31	*	*	NOUN
american_scientific_journal-6786	212	32	64,44	64,44	NUM
american_scientific_journal-6786	212	33	±	±	NUM
american_scientific_journal-6786	212	34	3,18	3,18	NUM
american_scientific_journal-6786	212	35	*	*	NOUN
american_scientific_journal-6786	212	36	64,69	64,69	NUM
american_scientific_journal-6786	212	37	±	±	NUM
american_scientific_journal-6786	212	38	2,92	2,92	NUM
american_scientific_journal-6786	212	39	*	*	SYM
american_scientific_journal-6786	212	40	65,05	65,05	NUM
american_scientific_journal-6786	212	41	±	±	NOUN
american_scientific_journal-6786	212	42	3,00	3,00	NUM
american_scientific_journal-6786	212	43	*	*	SYM
american_scientific_journal-6786	212	44	r	r	NOUN
american_scientific_journal-6786	212	45	63,68	63,68	NUM
american_scientific_journal-6786	212	46	±	±	NUM
american_scientific_journal-6786	212	47	1,42	1,42	NUM
american_scientific_journal-6786	212	48	58,32	58,32	NUM
american_scientific_journal-6786	212	49	±	±	NUM
american_scientific_journal-6786	212	50	1,06	1,06	NUM
american_scientific_journal-6786	212	51	*	*	SYM
american_scientific_journal-6786	212	52	64,58	64,58	NUM
american_scientific_journal-6786	212	53	±	±	NUM
american_scientific_journal-6786	212	54	5,01	5,01	NUM
american_scientific_journal-6786	212	55	63,96	63,96	ADJ
american_scientific_journal-6786	212	56	±	±	NOUN
american_scientific_journal-6786	212	57	0,89	0,89	NOUN
american_scientific_journal-6786	212	58	64,17	64,17	NUM
american_scientific_journal-6786	212	59	±	±	NOUN
american_scientific_journal-6786	212	60	1,29	1,29	NUM
american_scientific_journal-6786	212	61	63,92	63,92	NUM
american_scientific_journal-6786	212	62	±	±	NOUN
american_scientific_journal-6786	212	63	0,86	0,86	NOUN
american_scientific_journal-6786	212	64	63,48	63,48	NUM
american_scientific_journal-6786	212	65	±	±	NUM
american_scientific_journal-6786	212	66	1,29	1,29	NUM
american_scientific_journal-6786	212	67	american	american	PROPN
american_scientific_journal-6786	212	68	scientific	scientific	ADJ
american_scientific_journal-6786	212	69	research	research	NOUN
american_scientific_journal-6786	212	70	journal	journal	NOUN
american_scientific_journal-6786	212	71	for	for	ADP
american_scientific_journal-6786	212	72	engineering	engineering	NOUN
american_scientific_journal-6786	212	73	,	,	PUNCT
american_scientific_journal-6786	212	74	technology	technology	NOUN
american_scientific_journal-6786	212	75	,	,	PUNCT
american_scientific_journal-6786	212	76	and	and	CCONJ
american_scientific_journal-6786	212	77	sciences	science	NOUN
american_scientific_journal-6786	212	78	(	(	PUNCT
american_scientific_journal-6786	212	79	asrjets	asrjet	NOUN
american_scientific_journal-6786	212	80	)	)	PUNCT
american_scientific_journal-6786	212	81	(	(	PUNCT
american_scientific_journal-6786	212	82	2021	2021	NUM
american_scientific_journal-6786	212	83	)	)	PUNCT
american_scientific_journal-6786	212	84	volume	volume	NOUN
american_scientific_journal-6786	212	85	78	78	NUM
american_scientific_journal-6786	212	86	,	,	PUNCT
american_scientific_journal-6786	212	87	no	no	DET
american_scientific_journal-6786	212	88	1	1	NUM
american_scientific_journal-6786	212	89	,	,	PUNCT
american_scientific_journal-6786	212	90	pp	pp	ADV
american_scientific_journal-6786	212	91	131	131	NUM
american_scientific_journal-6786	212	92	-	-	SYM
american_scientific_journal-6786	212	93	149	149	NUM
american_scientific_journal-6786	213	1	143	143	NUM
american_scientific_journal-6786	213	2	table	table	NOUN
american_scientific_journal-6786	213	3	11	11	NUM
american_scientific_journal-6786	213	4	:	:	PUNCT
american_scientific_journal-6786	213	5	average	average	ADJ
american_scientific_journal-6786	213	6	precision	precision	NOUN
american_scientific_journal-6786	213	7	on	on	ADP
american_scientific_journal-6786	213	8	each	each	DET
american_scientific_journal-6786	213	9	database	database	NOUN
american_scientific_journal-6786	213	10	using	use	VERB
american_scientific_journal-6786	213	11	the	the	DET
american_scientific_journal-6786	213	12	joint	joint	ADJ
american_scientific_journal-6786	213	13	use	use	NOUN
american_scientific_journal-6786	213	14	of	of	ADP
american_scientific_journal-6786	213	15	random	random	ADJ
american_scientific_journal-6786	213	16	projection	projection	NOUN
american_scientific_journal-6786	213	17	method	method	NOUN
american_scientific_journal-6786	213	18	and	and	CCONJ
american_scientific_journal-6786	213	19	attributes	attribute	VERB
american_scientific_journal-6786	213	20	selection	selection	NOUN
american_scientific_journal-6786	213	21	using	use	VERB
american_scientific_journal-6786	213	22	the	the	DET
american_scientific_journal-6786	213	23	wrapper	wrapper	NOUN
american_scientific_journal-6786	213	24	approach	approach	NOUN
american_scientific_journal-6786	213	25	in	in	ADP
american_scientific_journal-6786	213	26	the	the	DET
american_scientific_journal-6786	213	27	all	all	DET
american_scientific_journal-6786	213	28	/	/	SYM
american_scientific_journal-6786	213	29	aml	aml	NOUN
american_scientific_journal-6786	213	30	subsets	subset	NOUN
american_scientific_journal-6786	213	31	(	(	PUNCT
american_scientific_journal-6786	213	32	in	in	ADP
american_scientific_journal-6786	213	33	%	%	NOUN
american_scientific_journal-6786	213	34	)	)	PUNCT
american_scientific_journal-6786	213	35	.	.	PUNCT
american_scientific_journal-6786	214	1	datasets	dataset	NOUN
american_scientific_journal-6786	214	2	naïve	naïve	ADJ
american_scientific_journal-6786	214	3	bayes	baye	NOUN
american_scientific_journal-6786	214	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	214	5	svm	svm	VERB
american_scientific_journal-6786	214	6	1	1	NUM
american_scientific_journal-6786	214	7	-	-	PUNCT
american_scientific_journal-6786	214	8	nn	nn	NUM
american_scientific_journal-6786	214	9	3	3	PROPN
american_scientific_journal-6786	214	10	-	-	PUNCT
american_scientific_journal-6786	214	11	nn	nn	NUM
american_scientific_journal-6786	214	12	5	5	PROPN
american_scientific_journal-6786	214	13	-	-	PUNCT
american_scientific_journal-6786	214	14	nn	nn	NUM
american_scientific_journal-6786	214	15	7	7	PROPN
american_scientific_journal-6786	214	16	-	-	PUNCT
american_scientific_journal-6786	214	17	nn	nn	PROPN
american_scientific_journal-6786	214	18	s	s	PROPN
american_scientific_journal-6786	214	19	93,97	93,97	NUM
american_scientific_journal-6786	214	20	±	±	NOUN
american_scientific_journal-6786	214	21	5,13	5,13	NUM
american_scientific_journal-6786	214	22	*	*	NOUN
american_scientific_journal-6786	214	23	88,75	88,75	NOUN
american_scientific_journal-6786	214	24	±	±	NUM
american_scientific_journal-6786	215	1	6,21	6,21	NUM
american_scientific_journal-6786	215	2	92,96	92,96	NUM
american_scientific_journal-6786	215	3	±	±	NUM
american_scientific_journal-6786	215	4	7,17	7,17	NUM
american_scientific_journal-6786	215	5	93,55	93,55	NUM
american_scientific_journal-6786	215	6	±	±	NOUN
american_scientific_journal-6786	215	7	6,20	6,20	NUM
american_scientific_journal-6786	215	8	93,58	93,58	NUM
american_scientific_journal-6786	215	9	±	±	NOUN
american_scientific_journal-6786	215	10	5,37	5,37	NUM
american_scientific_journal-6786	215	11	91,37	91,37	NUM
american_scientific_journal-6786	215	12	±	±	NUM
american_scientific_journal-6786	216	1	6,89	6,89	NUM
american_scientific_journal-6786	216	2	91,45	91,45	PROPN
american_scientific_journal-6786	216	3	±	±	NUM
american_scientific_journal-6786	216	4	6,85	6,85	NUM
american_scientific_journal-6786	216	5	r	r	NOUN
american_scientific_journal-6786	216	6	94,33	94,33	NUM
american_scientific_journal-6786	216	7	±	±	NUM
american_scientific_journal-6786	216	8	4,71	4,71	NOUN
american_scientific_journal-6786	216	9	*	*	PUNCT
american_scientific_journal-6786	216	10	86,48	86,48	VERB
american_scientific_journal-6786	216	11	±	±	NUM
american_scientific_journal-6786	216	12	3,54	3,54	NUM
american_scientific_journal-6786	216	13	94,72	94,72	PROPN
american_scientific_journal-6786	216	14	±	±	NUM
american_scientific_journal-6786	216	15	5,89	5,89	ADJ
american_scientific_journal-6786	216	16	94,47	94,47	NUM
american_scientific_journal-6786	216	17	±	±	NUM
american_scientific_journal-6786	216	18	4,20	4,20	NUM
american_scientific_journal-6786	216	19	93,95	93,95	NUM
american_scientific_journal-6786	216	20	±	±	NUM
american_scientific_journal-6786	217	1	3,85	3,85	NUM
american_scientific_journal-6786	217	2	91,91	91,91	NUM
american_scientific_journal-6786	217	3	±	±	NUM
american_scientific_journal-6786	217	4	4,56	4,56	NOUN
american_scientific_journal-6786	217	5	*	*	PUNCT
american_scientific_journal-6786	217	6	91,06	91,06	NUM
american_scientific_journal-6786	217	7	±	±	NUM
american_scientific_journal-6786	217	8	4,47	4,47	NOUN
american_scientific_journal-6786	217	9	*	*	NOUN
american_scientific_journal-6786	217	10	table	table	NOUN
american_scientific_journal-6786	217	11	12	12	NUM
american_scientific_journal-6786	217	12	presented	present	VERB
american_scientific_journal-6786	217	13	the	the	DET
american_scientific_journal-6786	217	14	general	general	ADJ
american_scientific_journal-6786	217	15	average	average	NOUN
american_scientific_journal-6786	217	16	of	of	ADP
american_scientific_journal-6786	217	17	the	the	DET
american_scientific_journal-6786	217	18	classification	classification	NOUN
american_scientific_journal-6786	217	19	results	result	NOUN
american_scientific_journal-6786	217	20	process	process	NOUN
american_scientific_journal-6786	217	21	where	where	SCONJ
american_scientific_journal-6786	217	22	the	the	DET
american_scientific_journal-6786	217	23	wrapper	wrapper	NOUN
american_scientific_journal-6786	217	24	approach	approach	NOUN
american_scientific_journal-6786	217	25	obtained	obtain	VERB
american_scientific_journal-6786	217	26	the	the	DET
american_scientific_journal-6786	217	27	best	good	ADJ
american_scientific_journal-6786	217	28	results	result	NOUN
american_scientific_journal-6786	217	29	compared	compare	VERB
american_scientific_journal-6786	217	30	to	to	PART
american_scientific_journal-6786	217	31	filter	filter	VERB
american_scientific_journal-6786	217	32	in	in	ADP
american_scientific_journal-6786	217	33	all	all	DET
american_scientific_journal-6786	217	34	databases	database	NOUN
american_scientific_journal-6786	217	35	.	.	PUNCT
american_scientific_journal-6786	218	1	table	table	NOUN
american_scientific_journal-6786	218	2	12	12	NUM
american_scientific_journal-6786	218	3	:	:	PUNCT
american_scientific_journal-6786	218	4	comparison	comparison	NOUN
american_scientific_journal-6786	218	5	between	between	ADP
american_scientific_journal-6786	218	6	the	the	DET
american_scientific_journal-6786	218	7	attributes	attribute	NOUN
american_scientific_journal-6786	218	8	selection	selection	NOUN
american_scientific_journal-6786	218	9	methods	method	NOUN
american_scientific_journal-6786	218	10	when	when	SCONJ
american_scientific_journal-6786	218	11	applied	apply	VERB
american_scientific_journal-6786	218	12	together	together	ADV
american_scientific_journal-6786	218	13	with	with	ADP
american_scientific_journal-6786	218	14	the	the	DET
american_scientific_journal-6786	218	15	random	random	ADJ
american_scientific_journal-6786	218	16	projection	projection	NOUN
american_scientific_journal-6786	218	17	method	method	NOUN
american_scientific_journal-6786	218	18	in	in	ADP
american_scientific_journal-6786	218	19	the	the	DET
american_scientific_journal-6786	218	20	five	five	NUM
american_scientific_journal-6786	218	21	databases	database	NOUN
american_scientific_journal-6786	218	22	(	(	PUNCT
american_scientific_journal-6786	218	23	in	in	ADP
american_scientific_journal-6786	218	24	%	%	NOUN
american_scientific_journal-6786	218	25	)	)	PUNCT
american_scientific_journal-6786	218	26	.	.	PUNCT
american_scientific_journal-6786	219	1	subsets	subset	NOUN
american_scientific_journal-6786	219	2	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	219	3	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	219	4	-	-	PUNCT
american_scientific_journal-6786	219	5	tumor	tumor	NOUN
american_scientific_journal-6786	219	6	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	219	7	-	-	PUNCT
american_scientific_journal-6786	219	8	outcome	outcome	NOUN
american_scientific_journal-6786	219	9	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	219	10	-	-	PUNCT
american_scientific_journal-6786	219	11	nih	nih	NOUN
american_scientific_journal-6786	219	12	all	all	DET
american_scientific_journal-6786	219	13	/	/	SYM
american_scientific_journal-6786	219	14	aml	aml	PROPN
american_scientific_journal-6786	219	15	s	s	PART
american_scientific_journal-6786	219	16	+	+	CCONJ
american_scientific_journal-6786	219	17	d	d	PROPN
american_scientific_journal-6786	219	18	84,92	84,92	PROPN
american_scientific_journal-6786	219	19	90,30	90,30	NUM
american_scientific_journal-6786	219	20	61,15	61,15	NOUN
american_scientific_journal-6786	220	1	59,13	59,13	NUM
american_scientific_journal-6786	220	2	90,02	90,02	NOUN
american_scientific_journal-6786	220	3	s	s	PART
american_scientific_journal-6786	220	4	+	+	NUM
american_scientific_journal-6786	220	5	c	c	NOUN
american_scientific_journal-6786	220	6	82,07	82,07	NUM
american_scientific_journal-6786	220	7	88,10	88,10	NUM
american_scientific_journal-6786	220	8	60,90	60,90	NUM
american_scientific_journal-6786	220	9	59,31	59,31	NUM
american_scientific_journal-6786	220	10	86,68	86,68	NUM
american_scientific_journal-6786	220	11	r	r	NOUN
american_scientific_journal-6786	221	1	+	+	NOUN
american_scientific_journal-6786	221	2	d	d	NOUN
american_scientific_journal-6786	221	3	78,82	78,82	NUM
american_scientific_journal-6786	221	4	86,73	86,73	NUM
american_scientific_journal-6786	221	5	28,21	28,21	NUM
american_scientific_journal-6786	221	6	40,18	40,18	NOUN
american_scientific_journal-6786	221	7	86,27	86,27	NUM
american_scientific_journal-6786	221	8	r	r	NOUN
american_scientific_journal-6786	221	9	+	+	NOUN
american_scientific_journal-6786	221	10	c	c	NOUN
american_scientific_journal-6786	221	11	77,31	77,31	NOUN
american_scientific_journal-6786	221	12	86,16	86,16	NUM
american_scientific_journal-6786	221	13	51,53	51,53	NUM
american_scientific_journal-6786	221	14	56,69	56,69	NUM
american_scientific_journal-6786	221	15	84,85	84,85	NUM
american_scientific_journal-6786	221	16	s	s	PART
american_scientific_journal-6786	221	17	+	+	NUM
american_scientific_journal-6786	221	18	w	w	PROPN
american_scientific_journal-6786	221	19	(	(	PUNCT
american_scientific_journal-6786	221	20	nb	nb	NOUN
american_scientific_journal-6786	221	21	)	)	PUNCT
american_scientific_journal-6786	221	22	91,16	91,16	NOUN
american_scientific_journal-6786	221	23	92,78	92,78	NUM
american_scientific_journal-6786	221	24	71,48	71,48	NUM
american_scientific_journal-6786	221	25	65,74	65,74	NUM
american_scientific_journal-6786	221	26	93,97	93,97	NOUN
american_scientific_journal-6786	221	27	s	s	PART
american_scientific_journal-6786	221	28	+	+	X
american_scientific_journal-6786	221	29	w	w	PROPN
american_scientific_journal-6786	221	30	(	(	PUNCT
american_scientific_journal-6786	221	31	c4.5	c4.5	PROPN
american_scientific_journal-6786	221	32	)	)	PUNCT
american_scientific_journal-6786	221	33	85,72	85,72	PROPN
american_scientific_journal-6786	221	34	88,86	88,86	NUM
american_scientific_journal-6786	221	35	69,93	69,93	NUM
american_scientific_journal-6786	221	36	66,48	66,48	NUM
american_scientific_journal-6786	221	37	88,75	88,75	NOUN
american_scientific_journal-6786	221	38	s	s	NOUN
american_scientific_journal-6786	222	1	+	+	X
american_scientific_journal-6786	222	2	w	w	ADJ
american_scientific_journal-6786	222	3	(	(	PUNCT
american_scientific_journal-6786	222	4	svm	svm	ADJ
american_scientific_journal-6786	222	5	)	)	PUNCT
american_scientific_journal-6786	222	6	91,32	91,32	PROPN
american_scientific_journal-6786	222	7	88,40	88,40	NUM
american_scientific_journal-6786	222	8	70,28	70,28	NUM
american_scientific_journal-6786	222	9	63,41	63,41	NUM
american_scientific_journal-6786	222	10	92,96	92,96	NOUN
american_scientific_journal-6786	222	11	s	s	PART
american_scientific_journal-6786	222	12	+	+	NUM
american_scientific_journal-6786	222	13	w	w	ADJ
american_scientific_journal-6786	222	14	(	(	PUNCT
american_scientific_journal-6786	222	15	1	1	NUM
american_scientific_journal-6786	222	16	-	-	PUNCT
american_scientific_journal-6786	222	17	nn	nn	NUM
american_scientific_journal-6786	222	18	)	)	PUNCT
american_scientific_journal-6786	222	19	89,72	89,72	NOUN
american_scientific_journal-6786	222	20	94,58	94,58	NUM
american_scientific_journal-6786	222	21	75,17	75,17	NUM
american_scientific_journal-6786	222	22	63,90	63,90	NUM
american_scientific_journal-6786	223	1	93,55	93,55	PRON
american_scientific_journal-6786	223	2	s	s	PART
american_scientific_journal-6786	223	3	+	+	X
american_scientific_journal-6786	223	4	w	w	ADJ
american_scientific_journal-6786	223	5	(	(	PUNCT
american_scientific_journal-6786	223	6	3	3	NUM
american_scientific_journal-6786	223	7	-	-	PUNCT
american_scientific_journal-6786	223	8	nn	nn	NOUN
american_scientific_journal-6786	223	9	)	)	PUNCT
american_scientific_journal-6786	223	10	89,63	89,63	NOUN
american_scientific_journal-6786	224	1	94,68	94,68	NOUN
american_scientific_journal-6786	225	1	75,22	75,22	NOUN
american_scientific_journal-6786	225	2	64,44	64,44	NUM
american_scientific_journal-6786	225	3	93,58	93,58	NOUN
american_scientific_journal-6786	225	4	s	s	PART
american_scientific_journal-6786	225	5	+	+	X
american_scientific_journal-6786	225	6	w	w	ADJ
american_scientific_journal-6786	225	7	(	(	PUNCT
american_scientific_journal-6786	225	8	5	5	NUM
american_scientific_journal-6786	225	9	-	-	PUNCT
american_scientific_journal-6786	225	10	nn	nn	NOUN
american_scientific_journal-6786	225	11	)	)	PUNCT
american_scientific_journal-6786	225	12	89,62	89,62	NUM
american_scientific_journal-6786	225	13	95,09	95,09	NUM
american_scientific_journal-6786	225	14	74,40	74,40	NUM
american_scientific_journal-6786	225	15	64,69	64,69	NOUN
american_scientific_journal-6786	225	16	91,37	91,37	NOUN
american_scientific_journal-6786	225	17	s	s	NOUN
american_scientific_journal-6786	225	18	+	+	X
american_scientific_journal-6786	225	19	w	w	ADJ
american_scientific_journal-6786	225	20	(	(	PUNCT
american_scientific_journal-6786	225	21	7	7	NUM
american_scientific_journal-6786	225	22	-	-	PUNCT
american_scientific_journal-6786	225	23	nn	nn	NOUN
american_scientific_journal-6786	225	24	)	)	PUNCT
american_scientific_journal-6786	225	25	90,83	90,83	NOUN
american_scientific_journal-6786	225	26	94,60	94,60	NUM
american_scientific_journal-6786	225	27	72,66	72,66	NUM
american_scientific_journal-6786	225	28	65,05	65,05	NUM
american_scientific_journal-6786	225	29	91,45	91,45	NOUN
american_scientific_journal-6786	225	30	r	r	NOUN
american_scientific_journal-6786	225	31	+	+	NOUN
american_scientific_journal-6786	225	32	w	w	PROPN
american_scientific_journal-6786	225	33	(	(	PUNCT
american_scientific_journal-6786	225	34	nb	nb	NOUN
american_scientific_journal-6786	225	35	)	)	PUNCT
american_scientific_journal-6786	225	36	92,19	92,19	NUM
american_scientific_journal-6786	225	37	92,09	92,09	NUM
american_scientific_journal-6786	225	38	55,45	55,45	PROPN
american_scientific_journal-6786	225	39	63,68	63,68	PROPN
american_scientific_journal-6786	225	40	94,33	94,33	NUM
american_scientific_journal-6786	225	41	r	r	NOUN
american_scientific_journal-6786	225	42	+	+	CCONJ
american_scientific_journal-6786	225	43	w	w	PROPN
american_scientific_journal-6786	225	44	(	(	PUNCT
american_scientific_journal-6786	225	45	c4.5	c4.5	PROPN
american_scientific_journal-6786	225	46	)	)	PUNCT
american_scientific_journal-6786	225	47	82,88	82,88	NOUN
american_scientific_journal-6786	225	48	88,60	88,60	NUM
american_scientific_journal-6786	225	49	58,12	58,12	NUM
american_scientific_journal-6786	225	50	58,32	58,32	NUM
american_scientific_journal-6786	225	51	86,48	86,48	NUM
american_scientific_journal-6786	225	52	r	r	NOUN
american_scientific_journal-6786	225	53	+	+	CCONJ
american_scientific_journal-6786	225	54	w	w	PROPN
american_scientific_journal-6786	225	55	(	(	PUNCT
american_scientific_journal-6786	225	56	svm	svm	ADJ
american_scientific_journal-6786	225	57	)	)	PUNCT
american_scientific_journal-6786	225	58	94,38	94,38	NUM
american_scientific_journal-6786	225	59	91,77	91,77	NUM
american_scientific_journal-6786	225	60	62,10	62,10	NUM
american_scientific_journal-6786	225	61	64,58	64,58	NUM
american_scientific_journal-6786	226	1	94,72	94,72	NOUN
american_scientific_journal-6786	226	2	r	r	NOUN
american_scientific_journal-6786	227	1	+	+	CCONJ
american_scientific_journal-6786	227	2	w	w	PROPN
american_scientific_journal-6786	227	3	(	(	PUNCT
american_scientific_journal-6786	227	4	1	1	NUM
american_scientific_journal-6786	227	5	-	-	PUNCT
american_scientific_journal-6786	227	6	nn	nn	NOUN
american_scientific_journal-6786	227	7	)	)	PUNCT
american_scientific_journal-6786	227	8	88,61	88,61	PROPN
american_scientific_journal-6786	227	9	92,34	92,34	NOUN
american_scientific_journal-6786	227	10	69,10	69,10	NUM
american_scientific_journal-6786	227	11	63,96	63,96	NOUN
american_scientific_journal-6786	227	12	94,47	94,47	NUM
american_scientific_journal-6786	227	13	r	r	NOUN
american_scientific_journal-6786	228	1	+	+	NOUN
american_scientific_journal-6786	228	2	w	w	NOUN
american_scientific_journal-6786	228	3	(	(	PUNCT
american_scientific_journal-6786	228	4	3	3	NUM
american_scientific_journal-6786	228	5	-	-	PUNCT
american_scientific_journal-6786	228	6	nn	nn	NOUN
american_scientific_journal-6786	228	7	)	)	PUNCT
american_scientific_journal-6786	228	8	89,42	89,42	VERB
american_scientific_journal-6786	228	9	91,14	91,14	NUM
american_scientific_journal-6786	228	10	68,38	68,38	NUM
american_scientific_journal-6786	228	11	64,17	64,17	ADJ
american_scientific_journal-6786	228	12	93,95	93,95	NUM
american_scientific_journal-6786	228	13	r	r	NOUN
american_scientific_journal-6786	228	14	+	+	CCONJ
american_scientific_journal-6786	228	15	w	w	PROPN
american_scientific_journal-6786	228	16	(	(	PUNCT
american_scientific_journal-6786	228	17	5	5	NUM
american_scientific_journal-6786	228	18	-	-	PUNCT
american_scientific_journal-6786	228	19	nn	nn	NOUN
american_scientific_journal-6786	228	20	)	)	PUNCT
american_scientific_journal-6786	228	21	89,55	89,55	NOUN
american_scientific_journal-6786	228	22	91,91	91,91	NOUN
american_scientific_journal-6786	229	1	65,71	65,71	NUM
american_scientific_journal-6786	229	2	63,92	63,92	NOUN
american_scientific_journal-6786	229	3	91,91	91,91	NUM
american_scientific_journal-6786	229	4	r	r	NOUN
american_scientific_journal-6786	230	1	+	+	NUM
american_scientific_journal-6786	230	2	w	w	PROPN
american_scientific_journal-6786	230	3	(	(	PUNCT
american_scientific_journal-6786	230	4	7	7	NUM
american_scientific_journal-6786	230	5	-	-	PUNCT
american_scientific_journal-6786	230	6	nn	nn	NOUN
american_scientific_journal-6786	230	7	)	)	PUNCT
american_scientific_journal-6786	230	8	89,70	89,70	NUM
american_scientific_journal-6786	230	9	92,99	92,99	NUM
american_scientific_journal-6786	230	10	63,81	63,81	NOUN
american_scientific_journal-6786	230	11	63,48	63,48	NOUN
american_scientific_journal-6786	230	12	91,06	91,06	NUM
american_scientific_journal-6786	230	13	4.3	4.3	NUM
american_scientific_journal-6786	230	14	.	.	PUNCT
american_scientific_journal-6786	231	1	general	general	ADJ
american_scientific_journal-6786	231	2	comparison	comparison	NOUN
american_scientific_journal-6786	231	3	table	table	NOUN
american_scientific_journal-6786	231	4	13	13	NUM
american_scientific_journal-6786	231	5	shows	show	VERB
american_scientific_journal-6786	231	6	the	the	DET
american_scientific_journal-6786	231	7	average	average	NOUN
american_scientific_journal-6786	231	8	of	of	ADP
american_scientific_journal-6786	231	9	the	the	DET
american_scientific_journal-6786	231	10	executions	execution	NOUN
american_scientific_journal-6786	231	11	of	of	ADP
american_scientific_journal-6786	231	12	the	the	DET
american_scientific_journal-6786	231	13	approach	approach	NOUN
american_scientific_journal-6786	231	14	proposed	propose	VERB
american_scientific_journal-6786	231	15	,	,	PUNCT
american_scientific_journal-6786	231	16	using	use	VERB
american_scientific_journal-6786	231	17	the	the	DET
american_scientific_journal-6786	231	18	filter	filter	NOUN
american_scientific_journal-6786	231	19	approach	approach	NOUN
american_scientific_journal-6786	231	20	of	of	ADP
american_scientific_journal-6786	231	21	each	each	DET
american_scientific_journal-6786	231	22	database	database	NOUN
american_scientific_journal-6786	231	23	.	.	PUNCT
american_scientific_journal-6786	232	1	it	it	PRON
american_scientific_journal-6786	232	2	is	be	AUX
american_scientific_journal-6786	232	3	observed	observe	VERB
american_scientific_journal-6786	232	4	that	that	SCONJ
american_scientific_journal-6786	232	5	in	in	ADP
american_scientific_journal-6786	232	6	all	all	DET
american_scientific_journal-6786	232	7	databases	database	NOUN
american_scientific_journal-6786	232	8	,	,	PUNCT
american_scientific_journal-6786	232	9	the	the	DET
american_scientific_journal-6786	232	10	svm	svm	ADJ
american_scientific_journal-6786	232	11	algorithm	algorithm	NOUN
american_scientific_journal-6786	232	12	had	have	VERB
american_scientific_journal-6786	232	13	a	a	DET
american_scientific_journal-6786	232	14	statistically	statistically	ADV
american_scientific_journal-6786	232	15	equivalent	equivalent	ADJ
american_scientific_journal-6786	232	16	result	result	NOUN
american_scientific_journal-6786	232	17	to	to	ADP
american_scientific_journal-6786	232	18	the	the	DET
american_scientific_journal-6786	232	19	base	base	NOUN
american_scientific_journal-6786	232	20	algorithm	algorithm	NOUN
american_scientific_journal-6786	232	21	.	.	PUNCT
american_scientific_journal-6786	233	1	it	it	PRON
american_scientific_journal-6786	233	2	is	be	AUX
american_scientific_journal-6786	233	3	also	also	ADV
american_scientific_journal-6786	233	4	noticed	notice	VERB
american_scientific_journal-6786	233	5	that	that	SCONJ
american_scientific_journal-6786	233	6	the	the	DET
american_scientific_journal-6786	233	7	algorithms	algorithm	NOUN
american_scientific_journal-6786	233	8	c4.5	c4.5	PROPN
american_scientific_journal-6786	233	9	and	and	CCONJ
american_scientific_journal-6786	233	10	k	k	PROPN
american_scientific_journal-6786	233	11	-	-	PUNCT
american_scientific_journal-6786	233	12	nn	nn	PROPN
american_scientific_journal-6786	233	13	had	have	VERB
american_scientific_journal-6786	233	14	statistically	statistically	ADV
american_scientific_journal-6786	233	15	worse	bad	ADJ
american_scientific_journal-6786	233	16	results	result	NOUN
american_scientific_journal-6786	233	17	on	on	ADP
american_scientific_journal-6786	233	18	the	the	DET
american_scientific_journal-6786	233	19	average	average	NOUN
american_scientific_journal-6786	233	20	of	of	ADP
american_scientific_journal-6786	233	21	almost	almost	ADV
american_scientific_journal-6786	233	22	all	all	PRON
american_scientific_journal-6786	233	23	databases	database	NOUN
american_scientific_journal-6786	233	24	.	.	PUNCT
american_scientific_journal-6786	234	1	american	american	ADJ
american_scientific_journal-6786	234	2	scientific	scientific	ADJ
american_scientific_journal-6786	234	3	research	research	PROPN
american_scientific_journal-6786	234	4	journal	journal	NOUN
american_scientific_journal-6786	234	5	for	for	ADP
american_scientific_journal-6786	234	6	engineering	engineering	NOUN
american_scientific_journal-6786	234	7	,	,	PUNCT
american_scientific_journal-6786	234	8	technology	technology	NOUN
american_scientific_journal-6786	234	9	,	,	PUNCT
american_scientific_journal-6786	234	10	and	and	CCONJ
american_scientific_journal-6786	234	11	sciences	science	NOUN
american_scientific_journal-6786	234	12	(	(	PUNCT
american_scientific_journal-6786	234	13	asrjets	asrjet	NOUN
american_scientific_journal-6786	234	14	)	)	PUNCT
american_scientific_journal-6786	234	15	(	(	PUNCT
american_scientific_journal-6786	234	16	2021	2021	NUM
american_scientific_journal-6786	234	17	)	)	PUNCT
american_scientific_journal-6786	234	18	volume	volume	NOUN
american_scientific_journal-6786	234	19	78	78	NUM
american_scientific_journal-6786	234	20	,	,	PUNCT
american_scientific_journal-6786	234	21	no	no	DET
american_scientific_journal-6786	234	22	1	1	NUM
american_scientific_journal-6786	234	23	,	,	PUNCT
american_scientific_journal-6786	234	24	pp	pp	ADV
american_scientific_journal-6786	234	25	131	131	NUM
american_scientific_journal-6786	234	26	-	-	SYM
american_scientific_journal-6786	234	27	149	149	NUM
american_scientific_journal-6786	234	28	144	144	NUM
american_scientific_journal-6786	234	29	table	table	NOUN
american_scientific_journal-6786	234	30	13	13	NUM
american_scientific_journal-6786	234	31	:	:	PUNCT
american_scientific_journal-6786	234	32	average	average	ADJ
american_scientific_journal-6786	234	33	precision	precision	NOUN
american_scientific_journal-6786	234	34	for	for	ADP
american_scientific_journal-6786	234	35	each	each	DET
american_scientific_journal-6786	234	36	database	database	NOUN
american_scientific_journal-6786	234	37	using	use	VERB
american_scientific_journal-6786	234	38	the	the	DET
american_scientific_journal-6786	234	39	proposed	propose	VERB
american_scientific_journal-6786	234	40	approach	approach	NOUN
american_scientific_journal-6786	234	41	filter	filter	NOUN
american_scientific_journal-6786	234	42	approach	approach	NOUN
american_scientific_journal-6786	234	43	(	(	PUNCT
american_scientific_journal-6786	234	44	in	in	ADP
american_scientific_journal-6786	234	45	%	%	NOUN
american_scientific_journal-6786	234	46	)	)	PUNCT
american_scientific_journal-6786	234	47	.	.	PUNCT
american_scientific_journal-6786	235	1	databases	database	NOUN
american_scientific_journal-6786	235	2	naïve	naïve	ADJ
american_scientific_journal-6786	235	3	bayes	baye	NOUN
american_scientific_journal-6786	235	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	235	5	svm	svm	VERB
american_scientific_journal-6786	235	6	1	1	NUM
american_scientific_journal-6786	235	7	-	-	PUNCT
american_scientific_journal-6786	235	8	nn	nn	NUM
american_scientific_journal-6786	235	9	3	3	PROPN
american_scientific_journal-6786	235	10	-	-	PUNCT
american_scientific_journal-6786	235	11	nn	nn	NUM
american_scientific_journal-6786	235	12	5	5	PROPN
american_scientific_journal-6786	235	13	-	-	PUNCT
american_scientific_journal-6786	235	14	nn	nn	NUM
american_scientific_journal-6786	235	15	7	7	PROPN
american_scientific_journal-6786	235	16	-	-	PUNCT
american_scientific_journal-6786	235	17	nn	nn	NUM
american_scientific_journal-6786	235	18	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	235	19	84,0	84,0	NUM
american_scientific_journal-6786	235	20	±	±	NUM
american_scientific_journal-6786	235	21	2,5	2,5	NUM
american_scientific_journal-6786	235	22	76,0	76,0	NUM
american_scientific_journal-6786	235	23	±	±	NUM
american_scientific_journal-6786	235	24	3,9	3,9	NUM
american_scientific_journal-6786	235	25	*	*	SYM
american_scientific_journal-6786	235	26	84,3±	84,3±	NUM
american_scientific_journal-6786	235	27	2,4	2,4	NUM
american_scientific_journal-6786	235	28	77,9	77,9	PROPN
american_scientific_journal-6786	235	29	±	±	NUM
american_scientific_journal-6786	235	30	4,9	4,9	NUM
american_scientific_journal-6786	235	31	*	*	PUNCT
american_scientific_journal-6786	235	32	80,57	80,57	NUM
american_scientific_journal-6786	235	33	±	±	NUM
american_scientific_journal-6786	235	34	4,3	4,3	NUM
american_scientific_journal-6786	235	35	*	*	SYM
american_scientific_journal-6786	235	36	81,1	81,1	NUM
american_scientific_journal-6786	235	37	±	±	NUM
american_scientific_journal-6786	235	38	3,8	3,8	NUM
american_scientific_journal-6786	235	39	*	*	PUNCT
american_scientific_journal-6786	235	40	81,6	81,6	NUM
american_scientific_journal-6786	235	41	±	±	NUM
american_scientific_journal-6786	235	42	4,0	4,0	NUM
american_scientific_journal-6786	235	43	*	*	NOUN
american_scientific_journal-6786	235	44	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	235	45	-	-	PUNCT
american_scientific_journal-6786	235	46	tumor	tumor	NOUN
american_scientific_journal-6786	235	47	88,6	88,6	NUM
american_scientific_journal-6786	235	48	±	±	NUM
american_scientific_journal-6786	235	49	2,43	2,43	ADJ
american_scientific_journal-6786	235	50	84,3	84,3	NUM
american_scientific_journal-6786	235	51	±	±	NOUN
american_scientific_journal-6786	235	52	2,4	2,4	NUM
american_scientific_journal-6786	235	53	*	*	NOUN
american_scientific_journal-6786	235	54	88,1	88,1	NUM
american_scientific_journal-6786	235	55	±	±	NUM
american_scientific_journal-6786	235	56	2,8	2,8	NUM
american_scientific_journal-6786	235	57	87,0	87,0	NUM
american_scientific_journal-6786	235	58	±	±	NUM
american_scientific_journal-6786	235	59	2,2	2,2	NUM
american_scientific_journal-6786	235	60	*	*	PROPN
american_scientific_journal-6786	235	61	88,4	88,4	NUM
american_scientific_journal-6786	235	62	±	±	NUM
american_scientific_journal-6786	235	63	2,4	2,4	NUM
american_scientific_journal-6786	235	64	88,7	88,7	NUM
american_scientific_journal-6786	235	65	±	±	NUM
american_scientific_journal-6786	235	66	2,1	2,1	NUM
american_scientific_journal-6786	235	67	89,6	89,6	NUM
american_scientific_journal-6786	235	68	±	±	NUM
american_scientific_journal-6786	235	69	1,8	1,8	NUM
american_scientific_journal-6786	235	70	dlbcloutcome	dlbcloutcome	NOUN
american_scientific_journal-6786	235	71	48,4	48,4	PROPN
american_scientific_journal-6786	235	72	±	±	NOUN
american_scientific_journal-6786	236	1	18,7	18,7	NUM
american_scientific_journal-6786	236	2	51,4	51,4	ADJ
american_scientific_journal-6786	236	3	±	±	NUM
american_scientific_journal-6786	236	4	15,1	15,1	NUM
american_scientific_journal-6786	236	5	49,9	49,9	NOUN
american_scientific_journal-6786	236	6	±	±	NOUN
american_scientific_journal-6786	236	7	15,3	15,3	NUM
american_scientific_journal-6786	236	8	50,3	50,3	NUM
american_scientific_journal-6786	236	9	±	±	NOUN
american_scientific_journal-6786	236	10	14,2	14,2	NUM
american_scientific_journal-6786	236	11	51,4	51,4	ADJ
american_scientific_journal-6786	236	12	±	±	NUM
american_scientific_journal-6786	236	13	14,8	14,8	NUM
american_scientific_journal-6786	236	14	51,22±	51,22±	NUM
american_scientific_journal-6786	236	15	15,1	15,1	NUM
american_scientific_journal-6786	236	16	50,6	50,6	NUM
american_scientific_journal-6786	236	17	±	±	NUM
american_scientific_journal-6786	236	18	15,6	15,6	NUM
american_scientific_journal-6786	236	19	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	236	20	-	-	PUNCT
american_scientific_journal-6786	236	21	nih	nih	PROPN
american_scientific_journal-6786	236	22	56,7	56,7	PROPN
american_scientific_journal-6786	236	23	±	±	NUM
american_scientific_journal-6786	237	1	10,3	10,3	NUM
american_scientific_journal-6786	237	2	54,7	54,7	ADJ
american_scientific_journal-6786	237	3	±	±	NUM
american_scientific_journal-6786	237	4	9,7	9,7	NUM
american_scientific_journal-6786	237	5	*	*	PUNCT
american_scientific_journal-6786	237	6	56,0	56,0	NUM
american_scientific_journal-6786	237	7	±	±	NUM
american_scientific_journal-6786	237	8	9,3	9,3	NUM
american_scientific_journal-6786	237	9	51,2	51,2	NUM
american_scientific_journal-6786	237	10	±	±	NUM
american_scientific_journal-6786	237	11	8,6	8,6	NUM
american_scientific_journal-6786	237	12	*	*	NOUN
american_scientific_journal-6786	237	13	52,4	52,4	NUM
american_scientific_journal-6786	237	14	±	±	NUM
american_scientific_journal-6786	237	15	8,8	8,8	NOUN
american_scientific_journal-6786	237	16	*	*	PUNCT
american_scientific_journal-6786	237	17	53,0	53,0	NUM
american_scientific_journal-6786	237	18	±	±	NUM
american_scientific_journal-6786	237	19	8,8	8,8	NOUN
american_scientific_journal-6786	237	20	*	*	SYM
american_scientific_journal-6786	237	21	53,2	53,2	NUM
american_scientific_journal-6786	237	22	±	±	NUM
american_scientific_journal-6786	237	23	8,9	8,9	NUM
american_scientific_journal-6786	237	24	*	*	PUNCT
american_scientific_journal-6786	237	25	all	all	DET
american_scientific_journal-6786	237	26	/	/	SYM
american_scientific_journal-6786	237	27	aml	aml	PROPN
american_scientific_journal-6786	237	28	89,6	89,6	ADJ
american_scientific_journal-6786	237	29	±	±	NUM
american_scientific_journal-6786	237	30	2,6	2,6	NUM
american_scientific_journal-6786	237	31	80,7	80,7	NUM
american_scientific_journal-6786	237	32	±	±	NUM
american_scientific_journal-6786	237	33	3,6	3,6	NUM
american_scientific_journal-6786	237	34	*	*	SYM
american_scientific_journal-6786	237	35	89,6	89,6	NUM
american_scientific_journal-6786	237	36	±	±	NUM
american_scientific_journal-6786	237	37	2,1	2,1	NUM
american_scientific_journal-6786	237	38	86,9	86,9	NUM
american_scientific_journal-6786	237	39	±	±	NOUN
american_scientific_journal-6786	237	40	2,4	2,4	NUM
american_scientific_journal-6786	237	41	*	*	PUNCT
american_scientific_journal-6786	237	42	87,5	87,5	NUM
american_scientific_journal-6786	237	43	±	±	NUM
american_scientific_journal-6786	237	44	2,1	2,1	NUM
american_scientific_journal-6786	237	45	*	*	SYM
american_scientific_journal-6786	237	46	87,4	87,4	NUM
american_scientific_journal-6786	237	47	±	±	NOUN
american_scientific_journal-6786	237	48	2,4	2,4	NUM
american_scientific_journal-6786	237	49	*	*	PUNCT
american_scientific_journal-6786	237	50	87,1	87,1	NUM
american_scientific_journal-6786	237	51	±	±	NUM
american_scientific_journal-6786	237	52	2,9	2,9	NUM
american_scientific_journal-6786	237	53	*	*	NOUN
american_scientific_journal-6786	237	54	table	table	NOUN
american_scientific_journal-6786	237	55	14	14	NUM
american_scientific_journal-6786	237	56	shows	show	VERB
american_scientific_journal-6786	237	57	the	the	DET
american_scientific_journal-6786	237	58	average	average	NOUN
american_scientific_journal-6786	237	59	of	of	ADP
american_scientific_journal-6786	237	60	the	the	DET
american_scientific_journal-6786	237	61	approach	approach	NOUN
american_scientific_journal-6786	237	62	's	's	PART
american_scientific_journal-6786	237	63	executions	execution	NOUN
american_scientific_journal-6786	237	64	proposed	propose	VERB
american_scientific_journal-6786	237	65	with	with	ADP
american_scientific_journal-6786	237	66	the	the	DET
american_scientific_journal-6786	237	67	attribute	attribute	NOUN
american_scientific_journal-6786	237	68	selection	selection	NOUN
american_scientific_journal-6786	237	69	using	use	VERB
american_scientific_journal-6786	237	70	the	the	DET
american_scientific_journal-6786	237	71	wrapper	wrapper	NOUN
american_scientific_journal-6786	237	72	approach	approach	NOUN
american_scientific_journal-6786	237	73	for	for	ADP
american_scientific_journal-6786	237	74	each	each	DET
american_scientific_journal-6786	237	75	database	database	NOUN
american_scientific_journal-6786	237	76	.	.	PUNCT
american_scientific_journal-6786	238	1	in	in	ADP
american_scientific_journal-6786	238	2	the	the	DET
american_scientific_journal-6786	238	3	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	238	4	database	database	NOUN
american_scientific_journal-6786	238	5	,	,	PUNCT
american_scientific_journal-6786	238	6	the	the	DET
american_scientific_journal-6786	238	7	svm	svm	ADJ
american_scientific_journal-6786	238	8	algorithm	algorithm	NOUN
american_scientific_journal-6786	238	9	had	have	VERB
american_scientific_journal-6786	238	10	statistically	statistically	ADV
american_scientific_journal-6786	238	11	better	well	ADJ
american_scientific_journal-6786	238	12	results	result	NOUN
american_scientific_journal-6786	238	13	,	,	PUNCT
american_scientific_journal-6786	238	14	and	and	CCONJ
american_scientific_journal-6786	238	15	the	the	DET
american_scientific_journal-6786	238	16	other	other	ADJ
american_scientific_journal-6786	238	17	algorithms	algorithm	NOUN
american_scientific_journal-6786	238	18	had	have	VERB
american_scientific_journal-6786	238	19	worse	bad	ADJ
american_scientific_journal-6786	238	20	ones	one	NOUN
american_scientific_journal-6786	238	21	than	than	ADP
american_scientific_journal-6786	238	22	the	the	DET
american_scientific_journal-6786	238	23	base	base	NOUN
american_scientific_journal-6786	238	24	algorithm	algorithm	NOUN
american_scientific_journal-6786	238	25	.	.	PUNCT
american_scientific_journal-6786	239	1	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	239	2	-	-	PUNCT
american_scientific_journal-6786	239	3	tumor	tumor	NOUN
american_scientific_journal-6786	239	4	database	database	NOUN
american_scientific_journal-6786	239	5	and	and	CCONJ
american_scientific_journal-6786	239	6	the	the	DET
american_scientific_journal-6786	239	7	1	1	NUM
american_scientific_journal-6786	239	8	-	-	PUNCT
american_scientific_journal-6786	239	9	nn	nn	NUM
american_scientific_journal-6786	239	10	algorithm	algorithm	NOUN
american_scientific_journal-6786	239	11	had	have	VERB
american_scientific_journal-6786	239	12	statistically	statistically	ADV
american_scientific_journal-6786	239	13	better	well	ADJ
american_scientific_journal-6786	239	14	results	result	NOUN
american_scientific_journal-6786	239	15	,	,	PUNCT
american_scientific_journal-6786	239	16	and	and	CCONJ
american_scientific_journal-6786	239	17	the	the	DET
american_scientific_journal-6786	239	18	c4.5	c4.5	PROPN
american_scientific_journal-6786	239	19	,	,	PUNCT
american_scientific_journal-6786	239	20	svm	svm	ADJ
american_scientific_journal-6786	239	21	,	,	PUNCT
american_scientific_journal-6786	239	22	5	5	NUM
american_scientific_journal-6786	239	23	-	-	SYM
american_scientific_journal-6786	239	24	nn	nn	NOUN
american_scientific_journal-6786	239	25	,	,	PUNCT
american_scientific_journal-6786	239	26	and	and	CCONJ
american_scientific_journal-6786	239	27	7	7	NUM
american_scientific_journal-6786	239	28	-	-	PUNCT
american_scientific_journal-6786	239	29	nn	nn	NOUN
american_scientific_journal-6786	239	30	algorithm	algorithm	NOUN
american_scientific_journal-6786	239	31	results	result	NOUN
american_scientific_journal-6786	239	32	were	be	AUX
american_scientific_journal-6786	239	33	statistically	statistically	ADV
american_scientific_journal-6786	239	34	worse	bad	ADJ
american_scientific_journal-6786	239	35	than	than	ADP
american_scientific_journal-6786	239	36	the	the	DET
american_scientific_journal-6786	239	37	naïve	naïve	ADJ
american_scientific_journal-6786	239	38	bayes	bayes	NOUN
american_scientific_journal-6786	239	39	algorithm	algorithm	NOUN
american_scientific_journal-6786	239	40	.	.	PUNCT
american_scientific_journal-6786	240	1	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	240	2	-	-	PUNCT
american_scientific_journal-6786	240	3	outcome	outcome	NOUN
american_scientific_journal-6786	240	4	database	database	NOUN
american_scientific_journal-6786	241	1	,	,	PUNCT
american_scientific_journal-6786	241	2	the	the	DET
american_scientific_journal-6786	241	3	k	k	PROPN
american_scientific_journal-6786	241	4	-	-	PUNCT
american_scientific_journal-6786	241	5	nn	nn	PROPN
american_scientific_journal-6786	241	6	algorithm	algorithm	NOUN
american_scientific_journal-6786	241	7	presented	present	VERB
american_scientific_journal-6786	241	8	better	well	ADJ
american_scientific_journal-6786	241	9	results	result	NOUN
american_scientific_journal-6786	241	10	,	,	PUNCT
american_scientific_journal-6786	241	11	and	and	CCONJ
american_scientific_journal-6786	241	12	the	the	DET
american_scientific_journal-6786	241	13	c4.5	c4.5	PROPN
american_scientific_journal-6786	241	14	algorithm	algorithm	NOUN
american_scientific_journal-6786	241	15	had	have	VERB
american_scientific_journal-6786	241	16	the	the	DET
american_scientific_journal-6786	241	17	worst	bad	ADJ
american_scientific_journal-6786	241	18	result	result	NOUN
american_scientific_journal-6786	241	19	.	.	PUNCT
american_scientific_journal-6786	242	1	in	in	ADP
american_scientific_journal-6786	242	2	the	the	DET
american_scientific_journal-6786	242	3	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	242	4	-	-	PUNCT
american_scientific_journal-6786	242	5	nih	nih	NOUN
american_scientific_journal-6786	242	6	database	database	NOUN
american_scientific_journal-6786	242	7	,	,	PUNCT
american_scientific_journal-6786	242	8	all	all	PRON
american_scientific_journal-6786	242	9	of	of	ADP
american_scientific_journal-6786	242	10	the	the	DET
american_scientific_journal-6786	242	11	algorithms	algorithms	NOUN
american_scientific_journal-6786	242	12	results	result	NOUN
american_scientific_journal-6786	242	13	were	be	AUX
american_scientific_journal-6786	242	14	statistically	statistically	ADV
american_scientific_journal-6786	242	15	worse	bad	ADJ
american_scientific_journal-6786	242	16	than	than	ADP
american_scientific_journal-6786	242	17	the	the	DET
american_scientific_journal-6786	242	18	naïve	naïve	ADJ
american_scientific_journal-6786	242	19	bayes	bayes	NOUN
american_scientific_journal-6786	242	20	algorithm	algorithm	PROPN
american_scientific_journal-6786	242	21	.	.	PUNCT
american_scientific_journal-6786	243	1	also	also	ADV
american_scientific_journal-6786	243	2	,	,	PUNCT
american_scientific_journal-6786	243	3	in	in	ADP
american_scientific_journal-6786	243	4	the	the	DET
american_scientific_journal-6786	243	5	all	all	DET
american_scientific_journal-6786	243	6	/	/	SYM
american_scientific_journal-6786	243	7	aml	aml	NOUN
american_scientific_journal-6786	243	8	database	database	NOUN
american_scientific_journal-6786	243	9	,	,	PUNCT
american_scientific_journal-6786	243	10	the	the	DET
american_scientific_journal-6786	243	11	c4.5	c4.5	PROPN
american_scientific_journal-6786	243	12	algorithm	algorithm	NOUN
american_scientific_journal-6786	243	13	and	and	CCONJ
american_scientific_journal-6786	243	14	the	the	DET
american_scientific_journal-6786	243	15	k	k	PROPN
american_scientific_journal-6786	243	16	-	-	PUNCT
american_scientific_journal-6786	243	17	nn	nn	PROPN
american_scientific_journal-6786	243	18	presented	present	VERB
american_scientific_journal-6786	243	19	the	the	DET
american_scientific_journal-6786	243	20	worst	bad	ADJ
american_scientific_journal-6786	243	21	results	result	NOUN
american_scientific_journal-6786	243	22	statistically	statistically	ADV
american_scientific_journal-6786	243	23	compared	compare	VERB
american_scientific_journal-6786	243	24	with	with	ADP
american_scientific_journal-6786	243	25	the	the	DET
american_scientific_journal-6786	243	26	base	base	NOUN
american_scientific_journal-6786	243	27	algorithm	algorithm	NOUN
american_scientific_journal-6786	243	28	.	.	PUNCT
american_scientific_journal-6786	244	1	table	table	NOUN
american_scientific_journal-6786	244	2	15	15	NUM
american_scientific_journal-6786	244	3	shows	show	VERB
american_scientific_journal-6786	244	4	the	the	DET
american_scientific_journal-6786	244	5	general	general	ADJ
american_scientific_journal-6786	244	6	average	average	NOUN
american_scientific_journal-6786	244	7	of	of	ADP
american_scientific_journal-6786	244	8	the	the	DET
american_scientific_journal-6786	244	9	application	application	NOUN
american_scientific_journal-6786	244	10	of	of	ADP
american_scientific_journal-6786	244	11	the	the	DET
american_scientific_journal-6786	244	12	random	random	ADJ
american_scientific_journal-6786	244	13	projection	projection	NOUN
american_scientific_journal-6786	244	14	method	method	NOUN
american_scientific_journal-6786	244	15	of	of	ADP
american_scientific_journal-6786	244	16	each	each	DET
american_scientific_journal-6786	244	17	database	database	NOUN
american_scientific_journal-6786	244	18	.	.	PUNCT
american_scientific_journal-6786	245	1	table	table	NOUN
american_scientific_journal-6786	245	2	16	16	NUM
american_scientific_journal-6786	245	3	shows	show	VERB
american_scientific_journal-6786	245	4	the	the	DET
american_scientific_journal-6786	245	5	classification	classification	NOUN
american_scientific_journal-6786	245	6	algorithms	algorithm	NOUN
american_scientific_journal-6786	245	7	'	'	PART
american_scientific_journal-6786	245	8	overall	overall	ADJ
american_scientific_journal-6786	245	9	position	position	NOUN
american_scientific_journal-6786	245	10	using	use	VERB
american_scientific_journal-6786	245	11	the	the	DET
american_scientific_journal-6786	245	12	random	random	ADJ
american_scientific_journal-6786	245	13	projection	projection	NOUN
american_scientific_journal-6786	245	14	method	method	NOUN
american_scientific_journal-6786	245	15	's	's	PART
american_scientific_journal-6786	245	16	joint	joint	ADJ
american_scientific_journal-6786	245	17	use	use	NOUN
american_scientific_journal-6786	245	18	and	and	CCONJ
american_scientific_journal-6786	245	19	the	the	DET
american_scientific_journal-6786	245	20	attribute	attribute	NOUN
american_scientific_journal-6786	245	21	selection	selection	NOUN
american_scientific_journal-6786	245	22	.	.	PUNCT
american_scientific_journal-6786	246	1	analyzing	analyze	VERB
american_scientific_journal-6786	246	2	the	the	DET
american_scientific_journal-6786	246	3	results	result	NOUN
american_scientific_journal-6786	246	4	obtained	obtain	VERB
american_scientific_journal-6786	246	5	and	and	CCONJ
american_scientific_journal-6786	246	6	carrying	carry	VERB
american_scientific_journal-6786	246	7	out	out	ADP
american_scientific_journal-6786	246	8	the	the	DET
american_scientific_journal-6786	246	9	statistical	statistical	ADJ
american_scientific_journal-6786	246	10	analysis	analysis	NOUN
american_scientific_journal-6786	246	11	,	,	PUNCT
american_scientific_journal-6786	246	12	all	all	DET
american_scientific_journal-6786	246	13	results	result	NOUN
american_scientific_journal-6786	246	14	are	be	AUX
american_scientific_journal-6786	246	15	statistically	statistically	ADV
american_scientific_journal-6786	246	16	equivalent	equivalent	ADJ
american_scientific_journal-6786	246	17	compared	compare	VERB
american_scientific_journal-6786	246	18	with	with	ADP
american_scientific_journal-6786	246	19	the	the	DET
american_scientific_journal-6786	246	20	naïve	naïve	ADJ
american_scientific_journal-6786	246	21	bayes	bayes	PROPN
american_scientific_journal-6786	246	22	algorithm	algorithm	NOUN
american_scientific_journal-6786	246	23	.	.	PUNCT
american_scientific_journal-6786	247	1	table	table	NOUN
american_scientific_journal-6786	247	2	14	14	NUM
american_scientific_journal-6786	247	3	:	:	PUNCT
american_scientific_journal-6786	247	4	average	average	ADJ
american_scientific_journal-6786	247	5	precision	precision	NOUN
american_scientific_journal-6786	247	6	for	for	ADP
american_scientific_journal-6786	247	7	each	each	DET
american_scientific_journal-6786	247	8	database	database	NOUN
american_scientific_journal-6786	247	9	using	use	VERB
american_scientific_journal-6786	247	10	the	the	DET
american_scientific_journal-6786	247	11	approach	approach	NOUN
american_scientific_journal-6786	247	12	proposed	propose	VERB
american_scientific_journal-6786	247	13	wrapper	wrapper	NOUN
american_scientific_journal-6786	247	14	approach	approach	NOUN
american_scientific_journal-6786	247	15	(	(	PUNCT
american_scientific_journal-6786	247	16	in	in	ADP
american_scientific_journal-6786	247	17	%	%	NOUN
american_scientific_journal-6786	247	18	)	)	PUNCT
american_scientific_journal-6786	247	19	.	.	PUNCT
american_scientific_journal-6786	248	1	databases	database	NOUN
american_scientific_journal-6786	248	2	naïve	naïve	ADJ
american_scientific_journal-6786	248	3	bayes	baye	NOUN
american_scientific_journal-6786	248	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	248	5	svm	svm	VERB
american_scientific_journal-6786	248	6	1	1	NUM
american_scientific_journal-6786	248	7	-	-	PUNCT
american_scientific_journal-6786	248	8	nn	nn	NUM
american_scientific_journal-6786	248	9	3	3	PROPN
american_scientific_journal-6786	248	10	-	-	PUNCT
american_scientific_journal-6786	248	11	nn	nn	NUM
american_scientific_journal-6786	248	12	5	5	PROPN
american_scientific_journal-6786	248	13	-	-	PUNCT
american_scientific_journal-6786	248	14	nn	nn	NUM
american_scientific_journal-6786	248	15	7	7	PROPN
american_scientific_journal-6786	248	16	-	-	PUNCT
american_scientific_journal-6786	248	17	nn	nn	NUM
american_scientific_journal-6786	248	18	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	248	19	91,7	91,7	NUM
american_scientific_journal-6786	248	20	±	±	NUM
american_scientific_journal-6786	248	21	0,8	0,8	NUM
american_scientific_journal-6786	249	1	84,3	84,3	NUM
american_scientific_journal-6786	249	2	±	±	NUM
american_scientific_journal-6786	249	3	20,1	20,1	NOUN
american_scientific_journal-6786	249	4	*	*	NOUN
american_scientific_journal-6786	249	5	92,9	92,9	NUM
american_scientific_journal-6786	249	6	±	±	NUM
american_scientific_journal-6786	249	7	2,2	2,2	NUM
american_scientific_journal-6786	249	8	89,2	89,2	NUM
american_scientific_journal-6786	249	9	±	±	NUM
american_scientific_journal-6786	249	10	0,8	0,8	NUM
american_scientific_journal-6786	249	11	*	*	NOUN
american_scientific_journal-6786	249	12	89,5	89,5	NUM
american_scientific_journal-6786	249	13	±	±	NUM
american_scientific_journal-6786	249	14	0,2	0,2	NUM
american_scientific_journal-6786	249	15	*	*	PUNCT
american_scientific_journal-6786	249	16	89,9	89,9	NUM
american_scientific_journal-6786	249	17	±	±	NOUN
american_scientific_journal-6786	249	18	0,1	0,1	NUM
american_scientific_journal-6786	249	19	*	*	PUNCT
american_scientific_journal-6786	250	1	90,3	90,3	NUM
american_scientific_journal-6786	250	2	±	±	NUM
american_scientific_journal-6786	250	3	0,8	0,8	NOUN
american_scientific_journal-6786	250	4	*	*	NOUN
american_scientific_journal-6786	250	5	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	250	6	-	-	PUNCT
american_scientific_journal-6786	250	7	tumor	tumor	NOUN
american_scientific_journal-6786	250	8	92,4	92,4	PROPN
american_scientific_journal-6786	250	9	±	±	NUM
american_scientific_journal-6786	250	10	0,5	0,5	NUM
american_scientific_journal-6786	250	11	88,7	88,7	NUM
american_scientific_journal-6786	250	12	±	±	NUM
american_scientific_journal-6786	250	13	0,2	0,2	NUM
american_scientific_journal-6786	250	14	*	*	PUNCT
american_scientific_journal-6786	250	15	90,1	90,1	NUM
american_scientific_journal-6786	250	16	±	±	NUM
american_scientific_journal-6786	250	17	2,4	2,4	NUM
american_scientific_journal-6786	250	18	*	*	SYM
american_scientific_journal-6786	250	19	93,5	93,5	NUM
american_scientific_journal-6786	250	20	±	±	NUM
american_scientific_journal-6786	250	21	1,6	1,6	NUM
american_scientific_journal-6786	250	22	92,9	92,9	NUM
american_scientific_journal-6786	250	23	±	±	NUM
american_scientific_journal-6786	250	24	2,5	2,5	NUM
american_scientific_journal-6786	250	25	93,5	93,5	NUM
american_scientific_journal-6786	250	26	±	±	NUM
american_scientific_journal-6786	250	27	2,3	2,3	NUM
american_scientific_journal-6786	250	28	*	*	NUM
american_scientific_journal-6786	250	29	93,8	93,8	NUM
american_scientific_journal-6786	250	30	±	±	NUM
american_scientific_journal-6786	250	31	1,1	1,1	NUM
american_scientific_journal-6786	250	32	*	*	PUNCT
american_scientific_journal-6786	250	33	dlbcloutcome	dlbcloutcome	NOUN
american_scientific_journal-6786	250	34	63,5	63,5	NUM
american_scientific_journal-6786	250	35	±	±	NUM
american_scientific_journal-6786	251	1	11,3	11,3	NUM
american_scientific_journal-6786	251	2	64,0	64,0	NUM
american_scientific_journal-6786	251	3	±	±	NUM
american_scientific_journal-6786	251	4	8,4	8,4	NUM
american_scientific_journal-6786	251	5	*	*	NUM
american_scientific_journal-6786	251	6	66,2	66,2	NUM
american_scientific_journal-6786	251	7	±	±	NOUN
american_scientific_journal-6786	251	8	5,8	5,8	NUM
american_scientific_journal-6786	251	9	72,1	72,1	NUM
american_scientific_journal-6786	251	10	±	±	NUM
american_scientific_journal-6786	251	11	4,3	4,3	NUM
american_scientific_journal-6786	251	12	71,8	71,8	NUM
american_scientific_journal-6786	251	13	±	±	NUM
american_scientific_journal-6786	251	14	4,8	4,8	NUM
american_scientific_journal-6786	251	15	70,1	70,1	NOUN
american_scientific_journal-6786	251	16	±	±	NUM
american_scientific_journal-6786	251	17	6,1	6,1	NUM
american_scientific_journal-6786	251	18	68,2	68,2	NUM
american_scientific_journal-6786	251	19	±	±	NUM
american_scientific_journal-6786	251	20	6,3	6,3	NUM
american_scientific_journal-6786	251	21	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	251	22	-	-	PUNCT
american_scientific_journal-6786	251	23	nih	nih	NOUN
american_scientific_journal-6786	251	24	64,7	64,7	PROPN
american_scientific_journal-6786	251	25	±	±	NUM
american_scientific_journal-6786	251	26	1,5	1,5	NUM
american_scientific_journal-6786	251	27	62,4	62,4	PROPN
american_scientific_journal-6786	251	28	±	±	NUM
american_scientific_journal-6786	251	29	5,8	5,8	NUM
american_scientific_journal-6786	251	30	*	*	PUNCT
american_scientific_journal-6786	251	31	64,0	64,0	NUM
american_scientific_journal-6786	251	32	±	±	NUM
american_scientific_journal-6786	251	33	0,8	0,8	NUM
american_scientific_journal-6786	251	34	*	*	PUNCT
american_scientific_journal-6786	251	35	63,9	63,9	ADJ
american_scientific_journal-6786	251	36	±	±	NOUN
american_scientific_journal-6786	251	37	0,1	0,1	NUM
american_scientific_journal-6786	251	38	*	*	NOUN
american_scientific_journal-6786	252	1	64,3	64,3	NUM
american_scientific_journal-6786	252	2	±	±	NUM
american_scientific_journal-6786	252	3	0,2	0,2	NUM
american_scientific_journal-6786	252	4	*	*	PUNCT
american_scientific_journal-6786	252	5	64,3	64,3	NUM
american_scientific_journal-6786	252	6	±	±	NUM
american_scientific_journal-6786	252	7	0,6	0,6	NOUN
american_scientific_journal-6786	252	8	*	*	PUNCT
american_scientific_journal-6786	252	9	64,3	64,3	NUM
american_scientific_journal-6786	252	10	±	±	NUM
american_scientific_journal-6786	252	11	1,1	1,1	NUM
american_scientific_journal-6786	252	12	*	*	PUNCT
american_scientific_journal-6786	252	13	all	all	DET
american_scientific_journal-6786	252	14	/	/	SYM
american_scientific_journal-6786	252	15	aml	aml	PROPN
american_scientific_journal-6786	252	16	94,2	94,2	NUM
american_scientific_journal-6786	252	17	±	±	NOUN
american_scientific_journal-6786	252	18	0,3	0,3	NUM
american_scientific_journal-6786	252	19	87,6	87,6	NUM
american_scientific_journal-6786	252	20	±	±	NUM
american_scientific_journal-6786	252	21	1,6	1,6	NUM
american_scientific_journal-6786	252	22	*	*	PROPN
american_scientific_journal-6786	252	23	93,9	93,9	NUM
american_scientific_journal-6786	252	24	±	±	NUM
american_scientific_journal-6786	252	25	1,3	1,3	NUM
american_scientific_journal-6786	252	26	*	*	SYM
american_scientific_journal-6786	252	27	94,0	94,0	NUM
american_scientific_journal-6786	252	28	±	±	NOUN
american_scientific_journal-6786	252	29	0,6	0,6	NUM
american_scientific_journal-6786	253	1	93,8	93,8	NUM
american_scientific_journal-6786	253	2	±	±	NUM
american_scientific_journal-6786	253	3	0,3	0,3	NOUN
american_scientific_journal-6786	253	4	*	*	PUNCT
american_scientific_journal-6786	253	5	91,6	91,6	NUM
american_scientific_journal-6786	253	6	±	±	NOUN
american_scientific_journal-6786	253	7	0,4	0,4	NOUN
american_scientific_journal-6786	253	8	*	*	PUNCT
american_scientific_journal-6786	253	9	91,3	91,3	NUM
american_scientific_journal-6786	253	10	±	±	NUM
american_scientific_journal-6786	253	11	0,3	0,3	NOUN
american_scientific_journal-6786	253	12	*	*	PUNCT
american_scientific_journal-6786	253	13	american	american	ADJ
american_scientific_journal-6786	253	14	scientific	scientific	ADJ
american_scientific_journal-6786	253	15	research	research	NOUN
american_scientific_journal-6786	253	16	journal	journal	NOUN
american_scientific_journal-6786	253	17	for	for	ADP
american_scientific_journal-6786	253	18	engineering	engineering	NOUN
american_scientific_journal-6786	253	19	,	,	PUNCT
american_scientific_journal-6786	253	20	technology	technology	NOUN
american_scientific_journal-6786	253	21	,	,	PUNCT
american_scientific_journal-6786	253	22	and	and	CCONJ
american_scientific_journal-6786	253	23	sciences	science	NOUN
american_scientific_journal-6786	253	24	(	(	PUNCT
american_scientific_journal-6786	253	25	asrjets	asrjet	NOUN
american_scientific_journal-6786	253	26	)	)	PUNCT
american_scientific_journal-6786	253	27	(	(	PUNCT
american_scientific_journal-6786	253	28	2021	2021	NUM
american_scientific_journal-6786	253	29	)	)	PUNCT
american_scientific_journal-6786	253	30	volume	volume	NOUN
american_scientific_journal-6786	253	31	78	78	NUM
american_scientific_journal-6786	253	32	,	,	PUNCT
american_scientific_journal-6786	253	33	no	no	DET
american_scientific_journal-6786	253	34	1	1	NUM
american_scientific_journal-6786	253	35	,	,	PUNCT
american_scientific_journal-6786	253	36	pp	pp	ADV
american_scientific_journal-6786	253	37	131	131	NUM
american_scientific_journal-6786	253	38	-	-	SYM
american_scientific_journal-6786	253	39	149	149	NUM
american_scientific_journal-6786	253	40	145	145	NUM
american_scientific_journal-6786	253	41	table	table	NOUN
american_scientific_journal-6786	253	42	15	15	NUM
american_scientific_journal-6786	253	43	:	:	PUNCT
american_scientific_journal-6786	253	44	general	general	ADJ
american_scientific_journal-6786	253	45	average	average	ADJ
american_scientific_journal-6786	253	46	classification	classification	NOUN
american_scientific_journal-6786	253	47	algorithm	algorithm	NOUN
american_scientific_journal-6786	253	48	in	in	ADP
american_scientific_journal-6786	253	49	all	all	DET
american_scientific_journal-6786	253	50	databases	database	NOUN
american_scientific_journal-6786	253	51	using	use	VERB
american_scientific_journal-6786	253	52	the	the	DET
american_scientific_journal-6786	253	53	approach	approach	NOUN
american_scientific_journal-6786	253	54	proposed	propose	VERB
american_scientific_journal-6786	253	55	(	(	PUNCT
american_scientific_journal-6786	253	56	in	in	ADP
american_scientific_journal-6786	253	57	%	%	NOUN
american_scientific_journal-6786	253	58	)	)	PUNCT
american_scientific_journal-6786	253	59	.	.	PUNCT
american_scientific_journal-6786	254	1	databases	database	NOUN
american_scientific_journal-6786	254	2	naïve	naïve	ADJ
american_scientific_journal-6786	254	3	bayes	baye	NOUN
american_scientific_journal-6786	254	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	254	5	svm	svm	VERB
american_scientific_journal-6786	254	6	1	1	NUM
american_scientific_journal-6786	254	7	-	-	PUNCT
american_scientific_journal-6786	254	8	nn	nn	NUM
american_scientific_journal-6786	254	9	3	3	PROPN
american_scientific_journal-6786	254	10	-	-	PUNCT
american_scientific_journal-6786	254	11	nn	nn	NUM
american_scientific_journal-6786	254	12	5	5	PROPN
american_scientific_journal-6786	254	13	-	-	PUNCT
american_scientific_journal-6786	254	14	nn	nn	NUM
american_scientific_journal-6786	254	15	7	7	PROPN
american_scientific_journal-6786	254	16	-	-	PUNCT
american_scientific_journal-6786	254	17	nn	nn	NUM
american_scientific_journal-6786	254	18	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	254	19	86,6	86,6	PROPN
american_scientific_journal-6786	254	20	±	±	NUM
american_scientific_journal-6786	254	21	4,4	4,4	NUM
american_scientific_journal-6786	254	22	78,8	78,8	NUM
american_scientific_journal-6786	254	23	±	±	NUM
american_scientific_journal-6786	254	24	5,3	5,3	NUM
american_scientific_journal-6786	254	25	*	*	PROPN
american_scientific_journal-6786	254	26	87,1	87,1	NUM
american_scientific_journal-6786	254	27	±	±	NUM
american_scientific_journal-6786	254	28	4,9	4,9	NUM
american_scientific_journal-6786	254	29	81,7	81,7	NUM
american_scientific_journal-6786	254	30	±	±	NUM
american_scientific_journal-6786	254	31	7,0	7,0	NUM
american_scientific_journal-6786	254	32	*	*	PROPN
american_scientific_journal-6786	254	33	83,6	83,6	NUM
american_scientific_journal-6786	254	34	±	±	NUM
american_scientific_journal-6786	254	35	5,7	5,7	NUM
american_scientific_journal-6786	254	36	*	*	PUNCT
american_scientific_journal-6786	254	37	83,9	83,9	VERB
american_scientific_journal-6786	254	38	±	±	NUM
american_scientific_journal-6786	254	39	5,7	5,7	NUM
american_scientific_journal-6786	254	40	*	*	PUNCT
american_scientific_journal-6786	254	41	84,5	84,5	NUM
american_scientific_journal-6786	254	42	±	±	NUM
american_scientific_journal-6786	254	43	5,5	5,5	NUM
american_scientific_journal-6786	254	44	*	*	SYM
american_scientific_journal-6786	254	45	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	254	46	-	-	PUNCT
american_scientific_journal-6786	254	47	tumor	tumor	NOUN
american_scientific_journal-6786	254	48	89,9	89,9	NUM
american_scientific_journal-6786	254	49	±	±	NUM
american_scientific_journal-6786	254	50	2,7	2,7	NUM
american_scientific_journal-6786	254	51	85,8	85,8	NUM
american_scientific_journal-6786	254	52	±	±	NOUN
american_scientific_journal-6786	254	53	2,9	2,9	NUM
american_scientific_journal-6786	254	54	*	*	SYM
american_scientific_journal-6786	254	55	88,8	88,8	NUM
american_scientific_journal-6786	254	56	±	±	NUM
american_scientific_journal-6786	254	57	2,6	2,6	NUM
american_scientific_journal-6786	254	58	*	*	NOUN
american_scientific_journal-6786	254	59	89,1	89,1	NUM
american_scientific_journal-6786	254	60	±	±	NUM
american_scientific_journal-6786	254	61	3,8	3,8	NUM
american_scientific_journal-6786	254	62	89,9	89,9	NUM
american_scientific_journal-6786	254	63	±	±	NUM
american_scientific_journal-6786	254	64	3,2	3,2	NUM
american_scientific_journal-6786	254	65	90,3	90,3	NUM
american_scientific_journal-6786	254	66	±	±	NUM
american_scientific_journal-6786	254	67	3,1	3,1	NUM
american_scientific_journal-6786	254	68	91,0	91,0	NUM
american_scientific_journal-6786	254	69	±	±	NUM
american_scientific_journal-6786	254	70	2,6	2,6	NUM
american_scientific_journal-6786	254	71	dlbcloutcome	dlbcloutcome	NOUN
american_scientific_journal-6786	254	72	53,4	53,4	NUM
american_scientific_journal-6786	254	73	±	±	NUM
american_scientific_journal-6786	255	1	17,2	17,2	NUM
american_scientific_journal-6786	256	1	55,6	55,6	NUM
american_scientific_journal-6786	256	2	±	±	NOUN
american_scientific_journal-6786	256	3	13,9	13,9	NUM
american_scientific_journal-6786	256	4	55,3	55,3	NUM
american_scientific_journal-6786	256	5	±	±	NUM
american_scientific_journal-6786	257	1	14,8	14,8	NUM
american_scientific_journal-6786	257	2	57,6	57,6	NUM
american_scientific_journal-6786	257	3	±	±	NUM
american_scientific_journal-6786	257	4	15,9	15,9	NUM
american_scientific_journal-6786	257	5	58,2	58,2	NUM
american_scientific_journal-6786	257	6	±	±	NUM
american_scientific_journal-6786	257	7	15,7	15,7	NUM
american_scientific_journal-6786	257	8	57,5	57,5	NUM
american_scientific_journal-6786	257	9	±	±	NUM
american_scientific_journal-6786	258	1	15,4	15,4	NUM
american_scientific_journal-6786	258	2	56,5	56,5	NUM
american_scientific_journal-6786	258	3	±	±	NUM
american_scientific_journal-6786	258	4	15,4	15,4	NUM
american_scientific_journal-6786	258	5	dlbcl	dlbcl	NOUN
american_scientific_journal-6786	258	6	-	-	PUNCT
american_scientific_journal-6786	258	7	nih	nih	PROPN
american_scientific_journal-6786	258	8	59,4	59,4	PROPN
american_scientific_journal-6786	258	9	±	±	NUM
american_scientific_journal-6786	258	10	9,0	9,0	PROPN
american_scientific_journal-6786	258	11	57,0	57,0	PROPN
american_scientific_journal-6786	258	12	±	±	NUM
american_scientific_journal-6786	258	13	9,0	9,0	NUM
american_scientific_journal-6786	258	14	58,6	58,6	NUM
american_scientific_journal-6786	258	15	±	±	NUM
american_scientific_journal-6786	258	16	8,3	8,3	NUM
american_scientific_journal-6786	258	17	55,5	55,5	PROPN
american_scientific_journal-6786	258	18	±	±	NUM
american_scientific_journal-6786	258	19	9,3	9,3	NUM
american_scientific_journal-6786	258	20	*	*	PUNCT
american_scientific_journal-6786	258	21	56,4	56,4	NUM
american_scientific_journal-6786	258	22	±	±	NUM
american_scientific_journal-6786	258	23	9,2	9,2	NUM
american_scientific_journal-6786	258	24	*	*	PROPN
american_scientific_journal-6786	258	25	56,8	56,8	NUM
american_scientific_journal-6786	258	26	±	±	NUM
american_scientific_journal-6786	258	27	9,0	9,0	NOUN
american_scientific_journal-6786	258	28	*	*	PROPN
american_scientific_journal-6786	258	29	56,9	56,9	NUM
american_scientific_journal-6786	258	30	±	±	NUM
american_scientific_journal-6786	258	31	9,0	9,0	NOUN
american_scientific_journal-6786	258	32	*	*	VERB
american_scientific_journal-6786	258	33	all	all	PRON
american_scientific_journal-6786	258	34	/	/	SYM
american_scientific_journal-6786	258	35	aml	aml	PROPN
american_scientific_journal-6786	258	36	91,1	91,1	PROPN
american_scientific_journal-6786	258	37	±	±	NOUN
american_scientific_journal-6786	258	38	3,1	3,1	NUM
american_scientific_journal-6786	258	39	83,0	83,0	NUM
american_scientific_journal-6786	258	40	±	±	NUM
american_scientific_journal-6786	258	41	4,6	4,6	NUM
american_scientific_journal-6786	258	42	*	*	NOUN
american_scientific_journal-6786	258	43	91,1	91,1	NUM
american_scientific_journal-6786	258	44	±	±	NUM
american_scientific_journal-6786	258	45	2,8	2,8	NUM
american_scientific_journal-6786	258	46	89,2	89,2	NUM
american_scientific_journal-6786	258	47	±	±	NUM
american_scientific_journal-6786	258	48	4,2	4,2	NOUN
american_scientific_journal-6786	258	49	*	*	NUM
american_scientific_journal-6786	258	50	89,6	89,6	NUM
american_scientific_journal-6786	258	51	±	±	NUM
american_scientific_journal-6786	258	52	3,6	3,6	NUM
american_scientific_journal-6786	258	53	*	*	SYM
american_scientific_journal-6786	258	54	88,8	88,8	NUM
american_scientific_journal-6786	258	55	±	±	NOUN
american_scientific_journal-6786	258	56	2,9	2,9	NUM
american_scientific_journal-6786	258	57	*	*	SYM
american_scientific_journal-6786	258	58	88,5	88,5	PROPN
american_scientific_journal-6786	258	59	±	±	NUM
american_scientific_journal-6786	258	60	3,1	3,1	NUM
american_scientific_journal-6786	258	61	*	*	NOUN
american_scientific_journal-6786	258	62	table	table	NOUN
american_scientific_journal-6786	258	63	16	16	NUM
american_scientific_journal-6786	258	64	:	:	PUNCT
american_scientific_journal-6786	258	65	general	general	ADJ
american_scientific_journal-6786	258	66	average	average	ADJ
american_scientific_journal-6786	258	67	classification	classification	NOUN
american_scientific_journal-6786	258	68	algorithm	algorithm	NOUN
american_scientific_journal-6786	258	69	using	use	VERB
american_scientific_journal-6786	258	70	the	the	DET
american_scientific_journal-6786	258	71	approach	approach	NOUN
american_scientific_journal-6786	258	72	proposed	propose	VERB
american_scientific_journal-6786	258	73	(	(	PUNCT
american_scientific_journal-6786	258	74	in	in	ADP
american_scientific_journal-6786	258	75	%	%	NOUN
american_scientific_journal-6786	258	76	)	)	PUNCT
american_scientific_journal-6786	258	77	.	.	PUNCT
american_scientific_journal-6786	259	1	naïve	naïve	ADJ
american_scientific_journal-6786	259	2	bayes	bayes	PROPN
american_scientific_journal-6786	259	3	c4.5	c4.5	PROPN
american_scientific_journal-6786	259	4	svm	svm	VERB
american_scientific_journal-6786	259	5	1	1	NUM
american_scientific_journal-6786	259	6	-	-	PUNCT
american_scientific_journal-6786	259	7	nn	nn	NUM
american_scientific_journal-6786	259	8	3	3	PROPN
american_scientific_journal-6786	259	9	-	-	PUNCT
american_scientific_journal-6786	259	10	nn	nn	NUM
american_scientific_journal-6786	259	11	5	5	PROPN
american_scientific_journal-6786	259	12	-	-	PUNCT
american_scientific_journal-6786	259	13	nn	nn	NUM
american_scientific_journal-6786	259	14	7	7	PROPN
american_scientific_journal-6786	259	15	-	-	PUNCT
american_scientific_journal-6786	259	16	nn	nn	NUM
american_scientific_journal-6786	259	17	76,1	76,1	NUM
american_scientific_journal-6786	259	18	±	±	NUM
american_scientific_journal-6786	259	19	18,1	18,1	NUM
american_scientific_journal-6786	259	20	72	72	NUM
american_scientific_journal-6786	259	21	±	±	NUM
american_scientific_journal-6786	259	22	14,6	14,6	NOUN
american_scientific_journal-6786	259	23	76,2	76,2	NUM
american_scientific_journal-6786	259	24	±	±	NUM
american_scientific_journal-6786	259	25	17,6	17,6	NUM
american_scientific_journal-6786	259	26	74,6	74,6	NUM
american_scientific_journal-6786	259	27	±	±	NUM
american_scientific_journal-6786	259	28	16,8	16,8	NUM
american_scientific_journal-6786	259	29	75,5	75,5	NUM
american_scientific_journal-6786	259	30	±	±	NUM
american_scientific_journal-6786	260	1	16,9	16,9	NUM
american_scientific_journal-6786	260	2	75,5	75,5	NUM
american_scientific_journal-6786	260	3	±	±	NUM
american_scientific_journal-6786	261	1	16,9	16,9	NUM
american_scientific_journal-6786	261	2	75,5	75,5	NUM
american_scientific_journal-6786	261	3	±	±	NUM
american_scientific_journal-6786	261	4	17,3	17,3	NUM
american_scientific_journal-6786	261	5	we	we	PRON
american_scientific_journal-6786	261	6	also	also	ADV
american_scientific_journal-6786	261	7	applied	apply	VERB
american_scientific_journal-6786	261	8	only	only	ADV
american_scientific_journal-6786	261	9	an	an	DET
american_scientific_journal-6786	261	10	attribute	attribute	NOUN
american_scientific_journal-6786	261	11	selection	selection	NOUN
american_scientific_journal-6786	261	12	and	and	CCONJ
american_scientific_journal-6786	261	13	a	a	DET
american_scientific_journal-6786	261	14	random	random	ADJ
american_scientific_journal-6786	261	15	projection	projection	NOUN
american_scientific_journal-6786	261	16	in	in	ADP
american_scientific_journal-6786	261	17	the	the	DET
american_scientific_journal-6786	261	18	same	same	ADJ
american_scientific_journal-6786	261	19	database	database	NOUN
american_scientific_journal-6786	261	20	.	.	PUNCT
american_scientific_journal-6786	262	1	here	here	ADV
american_scientific_journal-6786	262	2	we	we	PRON
american_scientific_journal-6786	262	3	compared	compare	VERB
american_scientific_journal-6786	262	4	these	these	DET
american_scientific_journal-6786	262	5	results	result	NOUN
american_scientific_journal-6786	262	6	with	with	ADP
american_scientific_journal-6786	262	7	the	the	DET
american_scientific_journal-6786	262	8	proposed	propose	VERB
american_scientific_journal-6786	262	9	approach	approach	NOUN
american_scientific_journal-6786	262	10	.	.	PUNCT
american_scientific_journal-6786	263	1	table	table	NOUN
american_scientific_journal-6786	263	2	17	17	NUM
american_scientific_journal-6786	263	3	presents	present	VERB
american_scientific_journal-6786	263	4	the	the	DET
american_scientific_journal-6786	263	5	two	two	NUM
american_scientific_journal-6786	263	6	general	general	ADJ
american_scientific_journal-6786	263	7	averages	average	NOUN
american_scientific_journal-6786	263	8	for	for	ADP
american_scientific_journal-6786	263	9	all	all	DET
american_scientific_journal-6786	263	10	attributes	attribute	NOUN
american_scientific_journal-6786	263	11	(	(	PUNCT
american_scientific_journal-6786	263	12	obtained	obtain	VERB
american_scientific_journal-6786	263	13	from	from	ADP
american_scientific_journal-6786	263	14	table	table	NOUN
american_scientific_journal-6786	263	15	2	2	NUM
american_scientific_journal-6786	263	16	)	)	PUNCT
american_scientific_journal-6786	263	17	,	,	PUNCT
american_scientific_journal-6786	263	18	the	the	DET
american_scientific_journal-6786	263	19	average	average	NOUN
american_scientific_journal-6786	263	20	for	for	ADP
american_scientific_journal-6786	263	21	the	the	DET
american_scientific_journal-6786	263	22	attribute	attribute	NOUN
american_scientific_journal-6786	263	23	selection	selection	NOUN
american_scientific_journal-6786	263	24	and	and	CCONJ
american_scientific_journal-6786	263	25	the	the	DET
american_scientific_journal-6786	263	26	average	average	NOUN
american_scientific_journal-6786	263	27	for	for	ADP
american_scientific_journal-6786	263	28	the	the	DET
american_scientific_journal-6786	263	29	random	random	ADJ
american_scientific_journal-6786	263	30	projection	projection	NOUN
american_scientific_journal-6786	263	31	method	method	NOUN
american_scientific_journal-6786	263	32	in	in	ADP
american_scientific_journal-6786	263	33	all	all	DET
american_scientific_journal-6786	263	34	databases	database	NOUN
american_scientific_journal-6786	263	35	.	.	PUNCT
american_scientific_journal-6786	264	1	the	the	DET
american_scientific_journal-6786	264	2	analysis	analysis	NOUN
american_scientific_journal-6786	264	3	of	of	ADP
american_scientific_journal-6786	264	4	these	these	DET
american_scientific_journal-6786	264	5	results	result	NOUN
american_scientific_journal-6786	264	6	indicates	indicate	VERB
american_scientific_journal-6786	264	7	that	that	SCONJ
american_scientific_journal-6786	264	8	all	all	DET
american_scientific_journal-6786	264	9	algorithms	algorithm	NOUN
american_scientific_journal-6786	264	10	lead	lead	VERB
american_scientific_journal-6786	264	11	to	to	ADP
american_scientific_journal-6786	264	12	equivalent	equivalent	ADJ
american_scientific_journal-6786	264	13	results	result	NOUN
american_scientific_journal-6786	264	14	when	when	SCONJ
american_scientific_journal-6786	264	15	compared	compare	VERB
american_scientific_journal-6786	264	16	to	to	ADP
american_scientific_journal-6786	264	17	naïve	naïve	ADJ
american_scientific_journal-6786	264	18	bayes	baye	NOUN
american_scientific_journal-6786	264	19	.	.	PUNCT
american_scientific_journal-6786	265	1	comparing	compare	VERB
american_scientific_journal-6786	265	2	these	these	DET
american_scientific_journal-6786	265	3	results	result	NOUN
american_scientific_journal-6786	265	4	to	to	ADP
american_scientific_journal-6786	265	5	the	the	DET
american_scientific_journal-6786	265	6	results	result	NOUN
american_scientific_journal-6786	265	7	obtained	obtain	VERB
american_scientific_journal-6786	265	8	in	in	ADP
american_scientific_journal-6786	265	9	the	the	DET
american_scientific_journal-6786	265	10	original	original	ADJ
american_scientific_journal-6786	265	11	database	database	NOUN
american_scientific_journal-6786	265	12	,	,	PUNCT
american_scientific_journal-6786	265	13	it	it	PRON
american_scientific_journal-6786	265	14	is	be	AUX
american_scientific_journal-6786	265	15	possible	possible	ADJ
american_scientific_journal-6786	265	16	to	to	PART
american_scientific_journal-6786	265	17	see	see	VERB
american_scientific_journal-6786	265	18	that	that	SCONJ
american_scientific_journal-6786	265	19	the	the	DET
american_scientific_journal-6786	265	20	algorithms	algorithm	NOUN
american_scientific_journal-6786	265	21	from	from	ADP
american_scientific_journal-6786	265	22	naïve	naïve	ADJ
american_scientific_journal-6786	265	23	bayes	baye	NOUN
american_scientific_journal-6786	265	24	and	and	CCONJ
american_scientific_journal-6786	265	25	svm	svm	PROPN
american_scientific_journal-6786	265	26	presented	present	VERB
american_scientific_journal-6786	265	27	inferior	inferior	ADJ
american_scientific_journal-6786	265	28	results	result	NOUN
american_scientific_journal-6786	265	29	.	.	PUNCT
american_scientific_journal-6786	266	1	however	however	ADV
american_scientific_journal-6786	266	2	,	,	PUNCT
american_scientific_journal-6786	266	3	analyzing	analyze	VERB
american_scientific_journal-6786	266	4	statistically	statistically	ADV
american_scientific_journal-6786	266	5	the	the	DET
american_scientific_journal-6786	266	6	results	result	NOUN
american_scientific_journal-6786	266	7	obtained	obtain	VERB
american_scientific_journal-6786	266	8	from	from	ADP
american_scientific_journal-6786	266	9	this	this	DET
american_scientific_journal-6786	266	10	method	method	NOUN
american_scientific_journal-6786	266	11	with	with	ADP
american_scientific_journal-6786	266	12	the	the	DET
american_scientific_journal-6786	266	13	original	original	ADJ
american_scientific_journal-6786	266	14	database	database	NOUN
american_scientific_journal-6786	266	15	results	result	NOUN
american_scientific_journal-6786	266	16	,	,	PUNCT
american_scientific_journal-6786	266	17	we	we	PRON
american_scientific_journal-6786	266	18	can	can	AUX
american_scientific_journal-6786	266	19	observe	observe	VERB
american_scientific_journal-6786	266	20	that	that	SCONJ
american_scientific_journal-6786	266	21	they	they	PRON
american_scientific_journal-6786	266	22	are	be	AUX
american_scientific_journal-6786	266	23	equivalent	equivalent	ADJ
american_scientific_journal-6786	266	24	.	.	PUNCT
american_scientific_journal-6786	267	1	table	table	NOUN
american_scientific_journal-6786	267	2	17	17	NUM
american_scientific_journal-6786	267	3	:	:	PUNCT
american_scientific_journal-6786	267	4	general	general	ADJ
american_scientific_journal-6786	267	5	average	average	NOUN
american_scientific_journal-6786	267	6	of	of	ADP
american_scientific_journal-6786	267	7	all	all	DET
american_scientific_journal-6786	267	8	databases	database	NOUN
american_scientific_journal-6786	267	9	(	(	PUNCT
american_scientific_journal-6786	267	10	precision	precision	NOUN
american_scientific_journal-6786	267	11	,	,	PUNCT
american_scientific_journal-6786	267	12	in	in	ADP
american_scientific_journal-6786	267	13	%	%	NOUN
american_scientific_journal-6786	267	14	)	)	PUNCT
american_scientific_journal-6786	267	15	.	.	PUNCT
american_scientific_journal-6786	268	1	average	average	ADJ
american_scientific_journal-6786	268	2	naïve	naïve	ADJ
american_scientific_journal-6786	268	3	bayes	baye	NOUN
american_scientific_journal-6786	268	4	c4.5	c4.5	PROPN
american_scientific_journal-6786	268	5	svm	svm	VERB
american_scientific_journal-6786	268	6	1	1	NUM
american_scientific_journal-6786	268	7	-	-	PUNCT
american_scientific_journal-6786	268	8	nn	nn	NUM
american_scientific_journal-6786	268	9	3	3	PROPN
american_scientific_journal-6786	268	10	-	-	PUNCT
american_scientific_journal-6786	268	11	nn	nn	NUM
american_scientific_journal-6786	268	12	5	5	PROPN
american_scientific_journal-6786	268	13	-	-	PUNCT
american_scientific_journal-6786	268	14	nn	nn	NUM
american_scientific_journal-6786	268	15	7	7	PROPN
american_scientific_journal-6786	268	16	-	-	PUNCT
american_scientific_journal-6786	268	17	nn	nn	PROPN
american_scientific_journal-6786	268	18	all	all	DET
american_scientific_journal-6786	268	19	attribute	attribute	NOUN
american_scientific_journal-6786	268	20	75,6	75,6	NUM
american_scientific_journal-6786	268	21	±	±	NUM
american_scientific_journal-6786	269	1	24,6	24,6	NUM
american_scientific_journal-6786	269	2	66,8	66,8	NOUN
american_scientific_journal-6786	269	3	±	±	NUM
american_scientific_journal-6786	269	4	13,1	13,1	NUM
american_scientific_journal-6786	269	5	*	*	SYM
american_scientific_journal-6786	269	6	82,1	82,1	NUM
american_scientific_journal-6786	269	7	±	±	NUM
american_scientific_journal-6786	269	8	21,4	21,4	NUM
american_scientific_journal-6786	269	9	68,2	68,2	NUM
american_scientific_journal-6786	269	10	±	±	NUM
american_scientific_journal-6786	269	11	18,5	18,5	NUM
american_scientific_journal-6786	269	12	68,3	68,3	NUM
american_scientific_journal-6786	269	13	±	±	NOUN
american_scientific_journal-6786	269	14	23,3	23,3	NUM
american_scientific_journal-6786	269	15	69,3	69,3	NUM
american_scientific_journal-6786	269	16	±	±	NOUN
american_scientific_journal-6786	269	17	19,1	19,1	PROPN
american_scientific_journal-6786	269	18	69,0	69,0	NUM
american_scientific_journal-6786	269	19	±	±	NUM
american_scientific_journal-6786	269	20	17,3	17,3	PROPN
american_scientific_journal-6786	269	21	attribute	attribute	NOUN
american_scientific_journal-6786	269	22	selection	selection	NOUN
american_scientific_journal-6786	269	23	83,0	83,0	NUM
american_scientific_journal-6786	269	24	±	±	NUM
american_scientific_journal-6786	269	25	15,8	15,8	NUM
american_scientific_journal-6786	269	26	78,7	78,7	NOUN
american_scientific_journal-6786	269	27	±	±	NUM
american_scientific_journal-6786	269	28	13,3	13,3	NUM
american_scientific_journal-6786	269	29	*	*	SYM
american_scientific_journal-6786	269	30	85,1	85,1	NUM
american_scientific_journal-6786	269	31	±	±	NUM
american_scientific_journal-6786	269	32	14,2	14,2	PROPN
american_scientific_journal-6786	269	33	78,2	78,2	NUM
american_scientific_journal-6786	269	34	±	±	NUM
american_scientific_journal-6786	269	35	17,0	17,0	NOUN
american_scientific_journal-6786	269	36	*	*	PROPN
american_scientific_journal-6786	269	37	79,47	79,47	NUM
american_scientific_journal-6786	269	38	±	±	NUM
american_scientific_journal-6786	269	39	16,0	16,0	NUM
american_scientific_journal-6786	269	40	79,1	79,1	NUM
american_scientific_journal-6786	269	41	±	±	NUM
american_scientific_journal-6786	269	42	15,9	15,9	NUM
american_scientific_journal-6786	269	43	79,2	79,2	NUM
american_scientific_journal-6786	269	44	±	±	NUM
american_scientific_journal-6786	269	45	15,5	15,5	NUM
american_scientific_journal-6786	269	46	random	random	ADJ
american_scientific_journal-6786	269	47	projection	projection	NOUN
american_scientific_journal-6786	269	48	72,2	72,2	NUM
american_scientific_journal-6786	269	49	±	±	NUM
american_scientific_journal-6786	269	50	21,6	21,6	NUM
american_scientific_journal-6786	269	51	67,5	67,5	NUM
american_scientific_journal-6786	269	52	±	±	NUM
american_scientific_journal-6786	269	53	15,3	15,3	NUM
american_scientific_journal-6786	269	54	76,5	76,5	ADJ
american_scientific_journal-6786	269	55	±	±	NUM
american_scientific_journal-6786	269	56	19,7	19,7	NOUN
american_scientific_journal-6786	269	57	71,5	71,5	NUM
american_scientific_journal-6786	269	58	±16,1	±16,1	VERB
american_scientific_journal-6786	269	59	72,9	72,9	NUM
american_scientific_journal-6786	269	60	±	±	NUM
american_scientific_journal-6786	269	61	15,5	15,5	NUM
american_scientific_journal-6786	269	62	72,7	72,7	NOUN
american_scientific_journal-6786	269	63	±	±	NUM
american_scientific_journal-6786	270	1	16,8	16,8	NUM
american_scientific_journal-6786	270	2	72,3	72,3	NUM
american_scientific_journal-6786	270	3	±	±	NUM
american_scientific_journal-6786	270	4	17,3	17,3	NUM
american_scientific_journal-6786	270	5	american	american	PROPN
american_scientific_journal-6786	270	6	scientific	scientific	ADJ
american_scientific_journal-6786	270	7	research	research	NOUN
american_scientific_journal-6786	270	8	journal	journal	NOUN
american_scientific_journal-6786	270	9	for	for	ADP
american_scientific_journal-6786	270	10	engineering	engineering	NOUN
american_scientific_journal-6786	270	11	,	,	PUNCT
american_scientific_journal-6786	270	12	technology	technology	NOUN
american_scientific_journal-6786	270	13	,	,	PUNCT
american_scientific_journal-6786	270	14	and	and	CCONJ
american_scientific_journal-6786	270	15	sciences	science	NOUN
american_scientific_journal-6786	270	16	(	(	PUNCT
american_scientific_journal-6786	270	17	asrjets	asrjet	NOUN
american_scientific_journal-6786	270	18	)	)	PUNCT
american_scientific_journal-6786	270	19	(	(	PUNCT
american_scientific_journal-6786	270	20	2021	2021	NUM
american_scientific_journal-6786	270	21	)	)	PUNCT
american_scientific_journal-6786	270	22	volume	volume	NOUN
american_scientific_journal-6786	270	23	78	78	NUM
american_scientific_journal-6786	270	24	,	,	PUNCT
american_scientific_journal-6786	270	25	no	no	DET
american_scientific_journal-6786	270	26	1	1	NUM
american_scientific_journal-6786	270	27	,	,	PUNCT
american_scientific_journal-6786	270	28	pp	pp	ADV
american_scientific_journal-6786	270	29	131	131	NUM
american_scientific_journal-6786	270	30	-	-	SYM
american_scientific_journal-6786	270	31	149	149	NUM
american_scientific_journal-6786	270	32	146	146	NUM
american_scientific_journal-6786	270	33	4.4	4.4	NUM
american_scientific_journal-6786	270	34	.	.	PUNCT
american_scientific_journal-6786	271	1	comparison	comparison	NOUN
american_scientific_journal-6786	271	2	between	between	ADP
american_scientific_journal-6786	271	3	the	the	DET
american_scientific_journal-6786	271	4	original	original	ADJ
american_scientific_journal-6786	271	5	database	database	NOUN
american_scientific_journal-6786	271	6	and	and	CCONJ
american_scientific_journal-6786	271	7	the	the	DET
american_scientific_journal-6786	271	8	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	271	9	reduction	reduction	NOUN
american_scientific_journal-6786	271	10	methods	method	NOUN
american_scientific_journal-6786	271	11	after	after	ADP
american_scientific_journal-6786	271	12	obtaining	obtain	VERB
american_scientific_journal-6786	271	13	the	the	DET
american_scientific_journal-6786	271	14	average	average	NOUN
american_scientific_journal-6786	271	15	of	of	ADP
american_scientific_journal-6786	271	16	the	the	DET
american_scientific_journal-6786	271	17	results	result	NOUN
american_scientific_journal-6786	271	18	for	for	ADP
american_scientific_journal-6786	271	19	each	each	DET
american_scientific_journal-6786	271	20	method	method	NOUN
american_scientific_journal-6786	271	21	,	,	PUNCT
american_scientific_journal-6786	271	22	it	it	PRON
american_scientific_journal-6786	271	23	is	be	AUX
american_scientific_journal-6786	271	24	possible	possible	ADJ
american_scientific_journal-6786	271	25	to	to	PART
american_scientific_journal-6786	271	26	compare	compare	VERB
american_scientific_journal-6786	271	27	all	all	DET
american_scientific_journal-6786	271	28	methods	method	NOUN
american_scientific_journal-6786	271	29	and	and	CCONJ
american_scientific_journal-6786	271	30	the	the	DET
american_scientific_journal-6786	271	31	average	average	ADJ
american_scientific_journal-6786	271	32	results	result	NOUN
american_scientific_journal-6786	271	33	from	from	ADP
american_scientific_journal-6786	271	34	the	the	DET
american_scientific_journal-6786	271	35	database	database	NOUN
american_scientific_journal-6786	271	36	,	,	PUNCT
american_scientific_journal-6786	271	37	with	with	ADP
american_scientific_journal-6786	271	38	all	all	PRON
american_scientific_journal-6786	271	39	of	of	ADP
american_scientific_journal-6786	271	40	the	the	DET
american_scientific_journal-6786	271	41	attributes	attribute	NOUN
american_scientific_journal-6786	271	42	as	as	SCONJ
american_scientific_journal-6786	271	43	shown	show	VERB
american_scientific_journal-6786	271	44	in	in	ADP
american_scientific_journal-6786	271	45	figure	figure	NOUN
american_scientific_journal-6786	271	46	4	4	NUM
american_scientific_journal-6786	271	47	.	.	PUNCT
american_scientific_journal-6786	271	48	attributes	attribute	VERB
american_scientific_journal-6786	271	49	selection	selection	NOUN
american_scientific_journal-6786	271	50	was	be	AUX
american_scientific_journal-6786	271	51	the	the	DET
american_scientific_journal-6786	271	52	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	271	53	reduction	reduction	NOUN
american_scientific_journal-6786	271	54	method	method	NOUN
american_scientific_journal-6786	271	55	that	that	PRON
american_scientific_journal-6786	271	56	showed	show	VERB
american_scientific_journal-6786	271	57	the	the	DET
american_scientific_journal-6786	271	58	best	good	ADJ
american_scientific_journal-6786	271	59	results	result	NOUN
american_scientific_journal-6786	271	60	,	,	PUNCT
american_scientific_journal-6786	271	61	followed	follow	VERB
american_scientific_journal-6786	271	62	by	by	ADP
american_scientific_journal-6786	271	63	the	the	DET
american_scientific_journal-6786	271	64	combined	combine	VERB
american_scientific_journal-6786	271	65	use	use	NOUN
american_scientific_journal-6786	271	66	of	of	ADP
american_scientific_journal-6786	271	67	random	random	ADJ
american_scientific_journal-6786	271	68	projection	projection	NOUN
american_scientific_journal-6786	271	69	method	method	NOUN
american_scientific_journal-6786	271	70	and	and	CCONJ
american_scientific_journal-6786	271	71	attributes	attribute	VERB
american_scientific_journal-6786	271	72	selection	selection	NOUN
american_scientific_journal-6786	271	73	.	.	PUNCT
american_scientific_journal-6786	272	1	analyzing	analyze	VERB
american_scientific_journal-6786	272	2	the	the	DET
american_scientific_journal-6786	272	3	results	result	NOUN
american_scientific_journal-6786	272	4	obtained	obtain	VERB
american_scientific_journal-6786	272	5	from	from	ADP
american_scientific_journal-6786	272	6	the	the	DET
american_scientific_journal-6786	272	7	attributes	attribute	NOUN
american_scientific_journal-6786	272	8	selection	selection	NOUN
american_scientific_journal-6786	272	9	and	and	CCONJ
american_scientific_journal-6786	272	10	random	random	ADJ
american_scientific_journal-6786	272	11	projection	projection	NOUN
american_scientific_journal-6786	272	12	method	method	NOUN
american_scientific_journal-6786	272	13	,	,	PUNCT
american_scientific_journal-6786	272	14	it	it	PRON
american_scientific_journal-6786	272	15	is	be	AUX
american_scientific_journal-6786	272	16	possible	possible	ADJ
american_scientific_journal-6786	272	17	to	to	PART
american_scientific_journal-6786	272	18	compare	compare	VERB
american_scientific_journal-6786	272	19	them	they	PRON
american_scientific_journal-6786	272	20	.	.	PUNCT
american_scientific_journal-6786	273	1	with	with	ADP
american_scientific_journal-6786	273	2	the	the	DET
american_scientific_journal-6786	273	3	statistical	statistical	ADJ
american_scientific_journal-6786	273	4	analysis	analysis	NOUN
american_scientific_journal-6786	273	5	through	through	ADP
american_scientific_journal-6786	273	6	hypothesis	hypothesis	NOUN
american_scientific_journal-6786	273	7	testing	testing	NOUN
american_scientific_journal-6786	273	8	,	,	PUNCT
american_scientific_journal-6786	273	9	it	it	PRON
american_scientific_journal-6786	273	10	is	be	AUX
american_scientific_journal-6786	273	11	concluded	conclude	VERB
american_scientific_journal-6786	273	12	that	that	SCONJ
american_scientific_journal-6786	273	13	the	the	DET
american_scientific_journal-6786	273	14	selection	selection	NOUN
american_scientific_journal-6786	273	15	of	of	ADP
american_scientific_journal-6786	273	16	attributes	attribute	NOUN
american_scientific_journal-6786	273	17	was	be	AUX
american_scientific_journal-6786	273	18	better	well	ADJ
american_scientific_journal-6786	273	19	than	than	ADP
american_scientific_journal-6786	273	20	the	the	DET
american_scientific_journal-6786	273	21	random	random	ADJ
american_scientific_journal-6786	273	22	projection	projection	NOUN
american_scientific_journal-6786	273	23	method	method	NOUN
american_scientific_journal-6786	273	24	.	.	PUNCT
american_scientific_journal-6786	274	1	analyzing	analyze	VERB
american_scientific_journal-6786	274	2	the	the	DET
american_scientific_journal-6786	274	3	results	result	NOUN
american_scientific_journal-6786	274	4	from	from	ADP
american_scientific_journal-6786	274	5	the	the	DET
american_scientific_journal-6786	274	6	selection	selection	NOUN
american_scientific_journal-6786	274	7	of	of	ADP
american_scientific_journal-6786	274	8	attributes	attribute	NOUN
american_scientific_journal-6786	274	9	and	and	CCONJ
american_scientific_journal-6786	274	10	the	the	DET
american_scientific_journal-6786	274	11	approach	approach	NOUN
american_scientific_journal-6786	274	12	proposed	propose	VERB
american_scientific_journal-6786	274	13	,	,	PUNCT
american_scientific_journal-6786	274	14	it	it	PRON
american_scientific_journal-6786	274	15	is	be	AUX
american_scientific_journal-6786	274	16	possible	possible	ADJ
american_scientific_journal-6786	274	17	to	to	PART
american_scientific_journal-6786	274	18	observe	observe	VERB
american_scientific_journal-6786	274	19	that	that	SCONJ
american_scientific_journal-6786	274	20	the	the	DET
american_scientific_journal-6786	274	21	attributes	attribute	NOUN
american_scientific_journal-6786	274	22	selection	selection	NOUN
american_scientific_journal-6786	274	23	results	result	NOUN
american_scientific_journal-6786	274	24	are	be	AUX
american_scientific_journal-6786	274	25	higher	high	ADJ
american_scientific_journal-6786	274	26	in	in	ADP
american_scientific_journal-6786	274	27	all	all	DET
american_scientific_journal-6786	274	28	classification	classification	NOUN
american_scientific_journal-6786	274	29	algorithms	algorithm	NOUN
american_scientific_journal-6786	274	30	.	.	PUNCT
american_scientific_journal-6786	275	1	statistical	statistical	ADJ
american_scientific_journal-6786	275	2	analysis	analysis	NOUN
american_scientific_journal-6786	275	3	proves	prove	VERB
american_scientific_journal-6786	275	4	this	this	DET
american_scientific_journal-6786	275	5	statement	statement	NOUN
american_scientific_journal-6786	275	6	on	on	ADP
american_scientific_journal-6786	275	7	the	the	DET
american_scientific_journal-6786	275	8	results	result	NOUN
american_scientific_journal-6786	275	9	of	of	ADP
american_scientific_journal-6786	275	10	the	the	DET
american_scientific_journal-6786	275	11	algorithms	algorithm	NOUN
american_scientific_journal-6786	275	12	naïve	naïve	ADJ
american_scientific_journal-6786	275	13	bayes	bayes	PROPN
american_scientific_journal-6786	275	14	,	,	PUNCT
american_scientific_journal-6786	275	15	c4.5	c4.5	PROPN
american_scientific_journal-6786	275	16	,	,	PUNCT
american_scientific_journal-6786	275	17	and	and	CCONJ
american_scientific_journal-6786	275	18	svm	svm	ADJ
american_scientific_journal-6786	275	19	,	,	PUNCT
american_scientific_journal-6786	275	20	but	but	CCONJ
american_scientific_journal-6786	275	21	the	the	DET
american_scientific_journal-6786	275	22	k	k	PROPN
american_scientific_journal-6786	275	23	-	-	PUNCT
american_scientific_journal-6786	275	24	nn	nn	ADJ
american_scientific_journal-6786	275	25	algorithm	algorithm	NOUN
american_scientific_journal-6786	275	26	result	result	NOUN
american_scientific_journal-6786	275	27	(	(	PUNCT
american_scientific_journal-6786	275	28	for	for	ADP
american_scientific_journal-6786	275	29	k	k	PROPN
american_scientific_journal-6786	275	30	values	value	NOUN
american_scientific_journal-6786	275	31	used	use	VERB
american_scientific_journal-6786	275	32	)	)	PUNCT
american_scientific_journal-6786	275	33	is	be	AUX
american_scientific_journal-6786	275	34	equivalent	equivalent	ADJ
american_scientific_journal-6786	275	35	in	in	ADP
american_scientific_journal-6786	275	36	both	both	DET
american_scientific_journal-6786	275	37	methods	method	NOUN
american_scientific_journal-6786	275	38	.	.	PUNCT
american_scientific_journal-6786	276	1	figure	figure	VERB
american_scientific_journal-6786	276	2	4	4	NUM
american_scientific_journal-6786	276	3	:	:	PUNCT
american_scientific_journal-6786	276	4	comparative	comparative	ADJ
american_scientific_journal-6786	276	5	graph	graph	NOUN
american_scientific_journal-6786	276	6	:	:	PUNCT
american_scientific_journal-6786	276	7	all	all	DET
american_scientific_journal-6786	276	8	the	the	DET
american_scientific_journal-6786	276	9	attributes	attribute	NOUN
american_scientific_journal-6786	276	10	databases	database	NOUN
american_scientific_journal-6786	276	11	and	and	CCONJ
american_scientific_journal-6786	276	12	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	276	13	reduction	reduction	NOUN
american_scientific_journal-6786	276	14	methods	method	NOUN
american_scientific_journal-6786	276	15	through	through	ADP
american_scientific_journal-6786	276	16	this	this	DET
american_scientific_journal-6786	276	17	general	general	ADJ
american_scientific_journal-6786	276	18	comparison	comparison	NOUN
american_scientific_journal-6786	276	19	,	,	PUNCT
american_scientific_journal-6786	276	20	it	it	PRON
american_scientific_journal-6786	276	21	was	be	AUX
american_scientific_journal-6786	276	22	possible	possible	ADJ
american_scientific_journal-6786	276	23	to	to	PART
american_scientific_journal-6786	276	24	identify	identify	VERB
american_scientific_journal-6786	276	25	the	the	DET
american_scientific_journal-6786	276	26	best	good	ADJ
american_scientific_journal-6786	276	27	results	result	NOUN
american_scientific_journal-6786	276	28	more	more	ADV
american_scientific_journal-6786	276	29	easily	easily	ADV
american_scientific_journal-6786	276	30	.	.	PUNCT
american_scientific_journal-6786	277	1	it	it	PRON
american_scientific_journal-6786	277	2	is	be	AUX
american_scientific_journal-6786	277	3	observed	observe	VERB
american_scientific_journal-6786	277	4	that	that	SCONJ
american_scientific_journal-6786	277	5	the	the	DET
american_scientific_journal-6786	277	6	results	result	NOUN
american_scientific_journal-6786	277	7	from	from	ADP
american_scientific_journal-6786	277	8	the	the	DET
american_scientific_journal-6786	277	9	two	two	NUM
american_scientific_journal-6786	277	10	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	277	11	reduction	reduction	NOUN
american_scientific_journal-6786	277	12	methods	method	NOUN
american_scientific_journal-6786	277	13	,	,	PUNCT
american_scientific_journal-6786	277	14	attributes	attribute	VERB
american_scientific_journal-6786	277	15	selection	selection	NOUN
american_scientific_journal-6786	277	16	and	and	CCONJ
american_scientific_journal-6786	277	17	the	the	DET
american_scientific_journal-6786	277	18	random	random	ADJ
american_scientific_journal-6786	277	19	projection	projection	NOUN
american_scientific_journal-6786	277	20	method	method	NOUN
american_scientific_journal-6786	277	21	,	,	PUNCT
american_scientific_journal-6786	277	22	in	in	ADP
american_scientific_journal-6786	277	23	three	three	NUM
american_scientific_journal-6786	277	24	ways	way	NOUN
american_scientific_journal-6786	277	25	that	that	PRON
american_scientific_journal-6786	277	26	were	be	AUX
american_scientific_journal-6786	277	27	applied	apply	VERB
american_scientific_journal-6786	277	28	had	have	VERB
american_scientific_journal-6786	277	29	better	well	ADJ
american_scientific_journal-6786	277	30	results	result	NOUN
american_scientific_journal-6786	277	31	compared	compare	VERB
american_scientific_journal-6786	277	32	to	to	ADP
american_scientific_journal-6786	277	33	the	the	DET
american_scientific_journal-6786	277	34	results	result	NOUN
american_scientific_journal-6786	277	35	obtained	obtain	VERB
american_scientific_journal-6786	277	36	when	when	SCONJ
american_scientific_journal-6786	277	37	applied	apply	VERB
american_scientific_journal-6786	277	38	in	in	ADP
american_scientific_journal-6786	277	39	databases	database	NOUN
american_scientific_journal-6786	277	40	with	with	ADP
american_scientific_journal-6786	277	41	all	all	DET
american_scientific_journal-6786	277	42	the	the	DET
american_scientific_journal-6786	277	43	attributes	attribute	NOUN
american_scientific_journal-6786	277	44	.	.	PUNCT
american_scientific_journal-6786	278	1	analyzing	analyze	VERB
american_scientific_journal-6786	278	2	the	the	DET
american_scientific_journal-6786	278	3	results	result	NOUN
american_scientific_journal-6786	278	4	,	,	PUNCT
american_scientific_journal-6786	278	5	it	it	PRON
american_scientific_journal-6786	278	6	is	be	AUX
american_scientific_journal-6786	278	7	noted	note	VERB
american_scientific_journal-6786	278	8	that	that	SCONJ
american_scientific_journal-6786	278	9	the	the	DET
american_scientific_journal-6786	278	10	attributes	attribute	NOUN
american_scientific_journal-6786	278	11	selection	selection	NOUN
american_scientific_journal-6786	278	12	was	be	AUX
american_scientific_journal-6786	278	13	the	the	DET
american_scientific_journal-6786	278	14	reduction	reduction	NOUN
american_scientific_journal-6786	278	15	method	method	NOUN
american_scientific_journal-6786	278	16	which	which	PRON
american_scientific_journal-6786	278	17	produced	produce	VERB
american_scientific_journal-6786	278	18	the	the	DET
american_scientific_journal-6786	278	19	best	good	ADJ
american_scientific_journal-6786	278	20	results	result	NOUN
american_scientific_journal-6786	278	21	.	.	PUNCT
american_scientific_journal-6786	279	1	the	the	DET
american_scientific_journal-6786	279	2	use	use	NOUN
american_scientific_journal-6786	279	3	of	of	ADP
american_scientific_journal-6786	279	4	the	the	DET
american_scientific_journal-6786	279	5	random	random	ADJ
american_scientific_journal-6786	279	6	projection	projection	NOUN
american_scientific_journal-6786	279	7	method	method	NOUN
american_scientific_journal-6786	279	8	contributed	contribute	VERB
american_scientific_journal-6786	279	9	to	to	ADP
american_scientific_journal-6786	279	10	the	the	DET
american_scientific_journal-6786	279	11	computational	computational	ADJ
american_scientific_journal-6786	279	12	algorithms	algorithm	NOUN
american_scientific_journal-6786	279	13	of	of	ADP
american_scientific_journal-6786	279	14	time	time	NOUN
american_scientific_journal-6786	279	15	.	.	PUNCT
american_scientific_journal-6786	280	1	however	however	ADV
american_scientific_journal-6786	280	2	,	,	PUNCT
american_scientific_journal-6786	280	3	the	the	DET
american_scientific_journal-6786	280	4	result	result	NOUN
american_scientific_journal-6786	280	5	obtained	obtain	VERB
american_scientific_journal-6786	280	6	from	from	ADP
american_scientific_journal-6786	280	7	this	this	DET
american_scientific_journal-6786	280	8	method	method	NOUN
american_scientific_journal-6786	280	9	was	be	AUX
american_scientific_journal-6786	280	10	below	below	ADP
american_scientific_journal-6786	280	11	the	the	DET
american_scientific_journal-6786	280	12	result	result	NOUN
american_scientific_journal-6786	280	13	from	from	ADP
american_scientific_journal-6786	280	14	the	the	DET
american_scientific_journal-6786	280	15	attribute	attribute	NOUN
american_scientific_journal-6786	280	16	selection	selection	NOUN
american_scientific_journal-6786	280	17	.	.	PUNCT
american_scientific_journal-6786	281	1	the	the	DET
american_scientific_journal-6786	281	2	joint	joint	ADJ
american_scientific_journal-6786	281	3	use	use	NOUN
american_scientific_journal-6786	281	4	of	of	ADP
american_scientific_journal-6786	281	5	the	the	DET
american_scientific_journal-6786	281	6	random	random	ADJ
american_scientific_journal-6786	281	7	projection	projection	NOUN
american_scientific_journal-6786	281	8	method	method	NOUN
american_scientific_journal-6786	281	9	and	and	CCONJ
american_scientific_journal-6786	281	10	the	the	DET
american_scientific_journal-6786	281	11	attribute	attribute	NOUN
american_scientific_journal-6786	281	12	selection	selection	NOUN
american_scientific_journal-6786	281	13	had	have	VERB
american_scientific_journal-6786	281	14	better	well	ADJ
american_scientific_journal-6786	281	15	results	result	NOUN
american_scientific_journal-6786	281	16	than	than	ADP
american_scientific_journal-6786	281	17	the	the	DET
american_scientific_journal-6786	281	18	tests	test	NOUN
american_scientific_journal-6786	281	19	applied	apply	VERB
american_scientific_journal-6786	281	20	only	only	ADV
american_scientific_journal-6786	281	21	in	in	ADP
american_scientific_journal-6786	281	22	the	the	DET
american_scientific_journal-6786	281	23	random	random	ADJ
american_scientific_journal-6786	281	24	projection	projection	NOUN
american_scientific_journal-6786	281	25	method	method	NOUN
american_scientific_journal-6786	281	26	and	and	CCONJ
american_scientific_journal-6786	281	27	on	on	ADP
american_scientific_journal-6786	281	28	a	a	DET
american_scientific_journal-6786	281	29	smaller	small	ADJ
american_scientific_journal-6786	281	30	scale	scale	NOUN
american_scientific_journal-6786	281	31	than	than	ADP
american_scientific_journal-6786	281	32	the	the	DET
american_scientific_journal-6786	281	33	result	result	NOUN
american_scientific_journal-6786	281	34	of	of	ADP
american_scientific_journal-6786	281	35	the	the	DET
american_scientific_journal-6786	281	36	attribute	attribute	NOUN
american_scientific_journal-6786	281	37	selection	selection	NOUN
american_scientific_journal-6786	281	38	.	.	PUNCT
american_scientific_journal-6786	282	1	american	american	PROPN
american_scientific_journal-6786	282	2	scientific	scientific	ADJ
american_scientific_journal-6786	282	3	research	research	PROPN
american_scientific_journal-6786	282	4	journal	journal	NOUN
american_scientific_journal-6786	282	5	for	for	ADP
american_scientific_journal-6786	282	6	engineering	engineering	NOUN
american_scientific_journal-6786	282	7	,	,	PUNCT
american_scientific_journal-6786	282	8	technology	technology	NOUN
american_scientific_journal-6786	282	9	,	,	PUNCT
american_scientific_journal-6786	282	10	and	and	CCONJ
american_scientific_journal-6786	282	11	sciences	science	NOUN
american_scientific_journal-6786	282	12	(	(	PUNCT
american_scientific_journal-6786	282	13	asrjets	asrjet	NOUN
american_scientific_journal-6786	282	14	)	)	PUNCT
american_scientific_journal-6786	282	15	(	(	PUNCT
american_scientific_journal-6786	282	16	2021	2021	NUM
american_scientific_journal-6786	282	17	)	)	PUNCT
american_scientific_journal-6786	282	18	volume	volume	NOUN
american_scientific_journal-6786	282	19	78	78	NUM
american_scientific_journal-6786	282	20	,	,	PUNCT
american_scientific_journal-6786	282	21	no	no	DET
american_scientific_journal-6786	282	22	1	1	NUM
american_scientific_journal-6786	282	23	,	,	PUNCT
american_scientific_journal-6786	282	24	pp	pp	ADV
american_scientific_journal-6786	282	25	131	131	NUM
american_scientific_journal-6786	282	26	-	-	SYM
american_scientific_journal-6786	282	27	149	149	NUM
american_scientific_journal-6786	282	28	147	147	NUM
american_scientific_journal-6786	282	29	5	5	NUM
american_scientific_journal-6786	282	30	.	.	PUNCT
american_scientific_journal-6786	283	1	conclusion	conclusion	NOUN
american_scientific_journal-6786	283	2	this	this	DET
american_scientific_journal-6786	283	3	work	work	NOUN
american_scientific_journal-6786	283	4	presented	present	VERB
american_scientific_journal-6786	283	5	a	a	DET
american_scientific_journal-6786	283	6	new	new	ADJ
american_scientific_journal-6786	283	7	approach	approach	NOUN
american_scientific_journal-6786	283	8	to	to	ADP
american_scientific_journal-6786	283	9	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	283	10	reduction	reduction	NOUN
american_scientific_journal-6786	283	11	by	by	ADP
american_scientific_journal-6786	283	12	joining	join	VERB
american_scientific_journal-6786	283	13	the	the	DET
american_scientific_journal-6786	283	14	transformation	transformation	NOUN
american_scientific_journal-6786	283	15	and	and	CCONJ
american_scientific_journal-6786	283	16	selection	selection	NOUN
american_scientific_journal-6786	283	17	of	of	ADP
american_scientific_journal-6786	283	18	attributes	attribute	NOUN
american_scientific_journal-6786	283	19	.	.	PUNCT
american_scientific_journal-6786	284	1	this	this	DET
american_scientific_journal-6786	284	2	approach	approach	NOUN
american_scientific_journal-6786	284	3	was	be	AUX
american_scientific_journal-6786	284	4	applied	apply	VERB
american_scientific_journal-6786	284	5	to	to	ADP
american_scientific_journal-6786	284	6	gene	gene	NOUN
american_scientific_journal-6786	284	7	expression	expression	NOUN
american_scientific_journal-6786	284	8	databases	database	NOUN
american_scientific_journal-6786	284	9	.	.	PUNCT
american_scientific_journal-6786	285	1	for	for	ADP
american_scientific_journal-6786	285	2	the	the	DET
american_scientific_journal-6786	285	3	attributes	attribute	NOUN
american_scientific_journal-6786	285	4	selection	selection	NOUN
american_scientific_journal-6786	285	5	,	,	PUNCT
american_scientific_journal-6786	285	6	two	two	NUM
american_scientific_journal-6786	285	7	main	main	ADJ
american_scientific_journal-6786	285	8	approaches	approach	NOUN
american_scientific_journal-6786	285	9	were	be	AUX
american_scientific_journal-6786	285	10	used	use	VERB
american_scientific_journal-6786	285	11	:	:	PUNCT
american_scientific_journal-6786	285	12	the	the	DET
american_scientific_journal-6786	285	13	filter	filter	NOUN
american_scientific_journal-6786	285	14	and	and	CCONJ
american_scientific_journal-6786	285	15	the	the	DET
american_scientific_journal-6786	285	16	wrapper	wrapper	NOUN
american_scientific_journal-6786	285	17	.	.	PUNCT
american_scientific_journal-6786	286	1	analyzing	analyze	VERB
american_scientific_journal-6786	286	2	the	the	DET
american_scientific_journal-6786	286	3	results	result	NOUN
american_scientific_journal-6786	286	4	obtained	obtain	VERB
american_scientific_journal-6786	286	5	from	from	ADP
american_scientific_journal-6786	286	6	these	these	DET
american_scientific_journal-6786	286	7	approaches	approach	NOUN
american_scientific_journal-6786	286	8	,	,	PUNCT
american_scientific_journal-6786	286	9	a	a	DET
american_scientific_journal-6786	286	10	significant	significant	ADJ
american_scientific_journal-6786	286	11	improvement	improvement	NOUN
american_scientific_journal-6786	286	12	in	in	ADP
american_scientific_journal-6786	286	13	the	the	DET
american_scientific_journal-6786	286	14	results	result	NOUN
american_scientific_journal-6786	286	15	was	be	AUX
american_scientific_journal-6786	286	16	observed	observe	VERB
american_scientific_journal-6786	286	17	.	.	PUNCT
american_scientific_journal-6786	287	1	when	when	SCONJ
american_scientific_journal-6786	287	2	using	use	VERB
american_scientific_journal-6786	287	3	the	the	DET
american_scientific_journal-6786	287	4	attribute	attribute	NOUN
american_scientific_journal-6786	287	5	selection	selection	NOUN
american_scientific_journal-6786	287	6	algorithms	algorithm	NOUN
american_scientific_journal-6786	287	7	,	,	PUNCT
american_scientific_journal-6786	287	8	even	even	ADV
american_scientific_journal-6786	287	9	in	in	ADP
american_scientific_journal-6786	287	10	the	the	DET
american_scientific_journal-6786	287	11	worst	bad	ADJ
american_scientific_journal-6786	287	12	cases	case	NOUN
american_scientific_journal-6786	287	13	,	,	PUNCT
american_scientific_journal-6786	287	14	the	the	DET
american_scientific_journal-6786	287	15	classifier	classifier	NOUN
american_scientific_journal-6786	287	16	's	's	PART
american_scientific_journal-6786	287	17	hit	hit	VERB
american_scientific_journal-6786	287	18	rate	rate	NOUN
american_scientific_journal-6786	287	19	was	be	AUX
american_scientific_journal-6786	287	20	higher	high	ADJ
american_scientific_journal-6786	287	21	than	than	ADP
american_scientific_journal-6786	287	22	the	the	DET
american_scientific_journal-6786	287	23	ones	one	NOUN
american_scientific_journal-6786	287	24	applied	apply	VERB
american_scientific_journal-6786	287	25	to	to	ADP
american_scientific_journal-6786	287	26	databases	database	NOUN
american_scientific_journal-6786	287	27	with	with	ADP
american_scientific_journal-6786	287	28	all	all	DET
american_scientific_journal-6786	287	29	the	the	DET
american_scientific_journal-6786	287	30	attributes	attribute	NOUN
american_scientific_journal-6786	287	31	.	.	PUNCT
american_scientific_journal-6786	288	1	also	also	ADV
american_scientific_journal-6786	288	2	,	,	PUNCT
american_scientific_journal-6786	288	3	there	there	PRON
american_scientific_journal-6786	288	4	was	be	VERB
american_scientific_journal-6786	288	5	a	a	DET
american_scientific_journal-6786	288	6	significant	significant	ADJ
american_scientific_journal-6786	288	7	reduction	reduction	NOUN
american_scientific_journal-6786	288	8	in	in	ADP
american_scientific_journal-6786	288	9	the	the	DET
american_scientific_journal-6786	288	10	number	number	NOUN
american_scientific_journal-6786	288	11	of	of	ADP
american_scientific_journal-6786	288	12	attributes	attribute	NOUN
american_scientific_journal-6786	288	13	selected	select	VERB
american_scientific_journal-6786	288	14	,	,	PUNCT
american_scientific_journal-6786	288	15	mainly	mainly	ADV
american_scientific_journal-6786	288	16	when	when	SCONJ
american_scientific_journal-6786	288	17	the	the	DET
american_scientific_journal-6786	288	18	evaluation	evaluation	NOUN
american_scientific_journal-6786	288	19	measures	measure	NOUN
american_scientific_journal-6786	288	20	were	be	AUX
american_scientific_journal-6786	288	21	applied	apply	VERB
american_scientific_journal-6786	288	22	with	with	ADP
american_scientific_journal-6786	288	23	the	the	DET
american_scientific_journal-6786	288	24	sequential	sequential	ADJ
american_scientific_journal-6786	288	25	search	search	NOUN
american_scientific_journal-6786	288	26	.	.	PUNCT
american_scientific_journal-6786	289	1	comparing	compare	VERB
american_scientific_journal-6786	289	2	the	the	DET
american_scientific_journal-6786	289	3	results	result	NOUN
american_scientific_journal-6786	289	4	obtained	obtain	VERB
american_scientific_journal-6786	289	5	from	from	ADP
american_scientific_journal-6786	289	6	the	the	DET
american_scientific_journal-6786	289	7	two	two	NUM
american_scientific_journal-6786	289	8	attribute	attribute	NOUN
american_scientific_journal-6786	289	9	selection	selection	NOUN
american_scientific_journal-6786	289	10	approaches	approach	NOUN
american_scientific_journal-6786	289	11	(	(	PUNCT
american_scientific_journal-6786	289	12	filter	filter	NOUN
american_scientific_journal-6786	289	13	and	and	CCONJ
american_scientific_journal-6786	289	14	wrapper	wrapper	NOUN
american_scientific_journal-6786	289	15	)	)	PUNCT
american_scientific_journal-6786	289	16	,	,	PUNCT
american_scientific_journal-6786	289	17	we	we	PRON
american_scientific_journal-6786	289	18	observed	observe	VERB
american_scientific_journal-6786	289	19	the	the	DET
american_scientific_journal-6786	289	20	wrapper	wrapper	NOUN
american_scientific_journal-6786	289	21	approach	approach	NOUN
american_scientific_journal-6786	289	22	,	,	PUNCT
american_scientific_journal-6786	289	23	when	when	SCONJ
american_scientific_journal-6786	289	24	applied	apply	VERB
american_scientific_journal-6786	289	25	together	together	ADV
american_scientific_journal-6786	289	26	with	with	ADP
american_scientific_journal-6786	289	27	the	the	DET
american_scientific_journal-6786	289	28	sequential	sequential	ADJ
american_scientific_journal-6786	289	29	search	search	NOUN
american_scientific_journal-6786	289	30	,	,	PUNCT
american_scientific_journal-6786	289	31	produced	produce	VERB
american_scientific_journal-6786	289	32	better	well	ADJ
american_scientific_journal-6786	289	33	results	result	NOUN
american_scientific_journal-6786	289	34	,	,	PUNCT
american_scientific_journal-6786	289	35	followed	follow	VERB
american_scientific_journal-6786	289	36	by	by	ADP
american_scientific_journal-6786	289	37	the	the	DET
american_scientific_journal-6786	289	38	measure	measure	NOUN
american_scientific_journal-6786	289	39	of	of	ADP
american_scientific_journal-6786	289	40	dependence	dependence	NOUN
american_scientific_journal-6786	289	41	evaluation	evaluation	NOUN
american_scientific_journal-6786	289	42	belonging	belong	VERB
american_scientific_journal-6786	289	43	to	to	ADP
american_scientific_journal-6786	289	44	the	the	DET
american_scientific_journal-6786	289	45	filter	filter	NOUN
american_scientific_journal-6786	289	46	approach	approach	NOUN
american_scientific_journal-6786	289	47	.	.	PUNCT
american_scientific_journal-6786	290	1	the	the	DET
american_scientific_journal-6786	290	2	difference	difference	NOUN
american_scientific_journal-6786	290	3	in	in	ADP
american_scientific_journal-6786	290	4	the	the	DET
american_scientific_journal-6786	290	5	classifiers	classifier	NOUN
american_scientific_journal-6786	290	6	'	'	PART
american_scientific_journal-6786	290	7	results	result	NOUN
american_scientific_journal-6786	290	8	was	be	AUX
american_scientific_journal-6786	290	9	small	small	ADJ
american_scientific_journal-6786	290	10	when	when	SCONJ
american_scientific_journal-6786	290	11	looking	look	VERB
american_scientific_journal-6786	290	12	at	at	ADP
american_scientific_journal-6786	290	13	the	the	DET
american_scientific_journal-6786	290	14	hit	hit	NOUN
american_scientific_journal-6786	290	15	rate	rate	NOUN
american_scientific_journal-6786	290	16	,	,	PUNCT
american_scientific_journal-6786	290	17	and	and	CCONJ
american_scientific_journal-6786	290	18	the	the	DET
american_scientific_journal-6786	290	19	computational	computational	ADJ
american_scientific_journal-6786	290	20	cost	cost	NOUN
american_scientific_journal-6786	290	21	was	be	AUX
american_scientific_journal-6786	290	22	much	much	ADV
american_scientific_journal-6786	290	23	higher	high	ADJ
american_scientific_journal-6786	290	24	when	when	SCONJ
american_scientific_journal-6786	290	25	the	the	DET
american_scientific_journal-6786	290	26	wrapper	wrapper	NOUN
american_scientific_journal-6786	290	27	approach	approach	NOUN
american_scientific_journal-6786	290	28	was	be	AUX
american_scientific_journal-6786	290	29	used	use	VERB
american_scientific_journal-6786	290	30	.	.	PUNCT
american_scientific_journal-6786	291	1	in	in	ADP
american_scientific_journal-6786	291	2	general	general	ADJ
american_scientific_journal-6786	291	3	,	,	PUNCT
american_scientific_journal-6786	291	4	the	the	DET
american_scientific_journal-6786	291	5	execution	execution	NOUN
american_scientific_journal-6786	291	6	of	of	ADP
american_scientific_journal-6786	291	7	the	the	DET
american_scientific_journal-6786	291	8	algorithms	algorithms	NOUN
american_scientific_journal-6786	291	9	belonging	belong	VERB
american_scientific_journal-6786	291	10	to	to	ADP
american_scientific_journal-6786	291	11	the	the	DET
american_scientific_journal-6786	291	12	filter	filter	NOUN
american_scientific_journal-6786	291	13	approach	approach	NOUN
american_scientific_journal-6786	291	14	had	have	VERB
american_scientific_journal-6786	291	15	a	a	DET
american_scientific_journal-6786	291	16	processing	processing	NOUN
american_scientific_journal-6786	291	17	time	time	NOUN
american_scientific_journal-6786	291	18	in	in	ADP
american_scientific_journal-6786	291	19	seconds	second	NOUN
american_scientific_journal-6786	291	20	to	to	ADP
american_scientific_journal-6786	291	21	minutes	minute	NOUN
american_scientific_journal-6786	291	22	.	.	PUNCT
american_scientific_journal-6786	292	1	nevertheless	nevertheless	ADV
american_scientific_journal-6786	292	2	,	,	PUNCT
american_scientific_journal-6786	292	3	the	the	DET
american_scientific_journal-6786	292	4	algorithms	algorithm	NOUN
american_scientific_journal-6786	292	5	belonging	belong	VERB
american_scientific_journal-6786	292	6	to	to	ADP
american_scientific_journal-6786	292	7	the	the	DET
american_scientific_journal-6786	292	8	wrapper	wrapper	NOUN
american_scientific_journal-6786	292	9	approach	approach	NOUN
american_scientific_journal-6786	292	10	had	have	VERB
american_scientific_journal-6786	292	11	a	a	DET
american_scientific_journal-6786	292	12	processing	processing	NOUN
american_scientific_journal-6786	292	13	time	time	NOUN
american_scientific_journal-6786	292	14	of	of	ADP
american_scientific_journal-6786	292	15	the	the	DET
american_scientific_journal-6786	292	16	order	order	NOUN
american_scientific_journal-6786	292	17	of	of	ADP
american_scientific_journal-6786	292	18	hours	hour	NOUN
american_scientific_journal-6786	292	19	to	to	ADP
american_scientific_journal-6786	292	20	days	day	NOUN
american_scientific_journal-6786	292	21	,	,	PUNCT
american_scientific_journal-6786	292	22	which	which	PRON
american_scientific_journal-6786	292	23	may	may	AUX
american_scientific_journal-6786	292	24	,	,	PUNCT
american_scientific_journal-6786	292	25	in	in	ADP
american_scientific_journal-6786	292	26	some	some	DET
american_scientific_journal-6786	292	27	cases	case	NOUN
american_scientific_journal-6786	292	28	,	,	PUNCT
american_scientific_journal-6786	292	29	become	become	VERB
american_scientific_journal-6786	292	30	impracticable	impracticable	ADJ
american_scientific_journal-6786	292	31	to	to	ADP
american_scientific_journal-6786	292	32	its	its	PRON
american_scientific_journal-6786	292	33	application	application	NOUN
american_scientific_journal-6786	292	34	.	.	PUNCT
american_scientific_journal-6786	293	1	the	the	DET
american_scientific_journal-6786	293	2	svm	svm	PROPN
american_scientific_journal-6786	293	3	algorithm	algorithm	NOUN
american_scientific_journal-6786	293	4	was	be	AUX
american_scientific_journal-6786	293	5	generally	generally	ADV
american_scientific_journal-6786	293	6	the	the	DET
american_scientific_journal-6786	293	7	one	one	NOUN
american_scientific_journal-6786	293	8	that	that	PRON
american_scientific_journal-6786	293	9	produced	produce	VERB
american_scientific_journal-6786	293	10	better	well	ADJ
american_scientific_journal-6786	293	11	results	result	NOUN
american_scientific_journal-6786	293	12	;	;	PUNCT
american_scientific_journal-6786	293	13	however	however	ADV
american_scientific_journal-6786	293	14	,	,	PUNCT
american_scientific_journal-6786	293	15	its	its	PRON
american_scientific_journal-6786	293	16	processing	processing	NOUN
american_scientific_journal-6786	293	17	time	time	NOUN
american_scientific_journal-6786	293	18	was	be	AUX
american_scientific_journal-6786	293	19	quite	quite	ADV
american_scientific_journal-6786	293	20	high	high	ADJ
american_scientific_journal-6786	293	21	compared	compare	VERB
american_scientific_journal-6786	293	22	to	to	ADP
american_scientific_journal-6786	293	23	the	the	DET
american_scientific_journal-6786	293	24	other	other	ADJ
american_scientific_journal-6786	293	25	classification	classification	NOUN
american_scientific_journal-6786	293	26	algorithms	algorithm	NOUN
american_scientific_journal-6786	293	27	due	due	ADP
american_scientific_journal-6786	293	28	to	to	ADP
american_scientific_journal-6786	293	29	the	the	DET
american_scientific_journal-6786	293	30	size	size	NOUN
american_scientific_journal-6786	293	31	of	of	ADP
american_scientific_journal-6786	293	32	the	the	DET
american_scientific_journal-6786	293	33	databases	database	NOUN
american_scientific_journal-6786	293	34	.	.	PUNCT
american_scientific_journal-6786	294	1	another	another	DET
american_scientific_journal-6786	294	2	algorithm	algorithm	NOUN
american_scientific_journal-6786	294	3	that	that	PRON
american_scientific_journal-6786	294	4	had	have	VERB
american_scientific_journal-6786	294	5	good	good	ADJ
american_scientific_journal-6786	294	6	results	result	NOUN
american_scientific_journal-6786	294	7	in	in	ADP
american_scientific_journal-6786	294	8	the	the	DET
american_scientific_journal-6786	294	9	classification	classification	NOUN
american_scientific_journal-6786	294	10	was	be	AUX
american_scientific_journal-6786	294	11	the	the	DET
american_scientific_journal-6786	294	12	naïve	naïve	ADJ
american_scientific_journal-6786	294	13	bayes	bayes	NOUN
american_scientific_journal-6786	294	14	.	.	PUNCT
american_scientific_journal-6786	295	1	the	the	DET
american_scientific_journal-6786	295	2	random	random	ADJ
american_scientific_journal-6786	295	3	projection	projection	NOUN
american_scientific_journal-6786	295	4	method	method	NOUN
american_scientific_journal-6786	295	5	's	's	PART
american_scientific_journal-6786	295	6	application	application	NOUN
american_scientific_journal-6786	295	7	was	be	AUX
american_scientific_journal-6786	295	8	an	an	DET
american_scientific_journal-6786	295	9	attempt	attempt	NOUN
american_scientific_journal-6786	295	10	to	to	PART
american_scientific_journal-6786	295	11	improve	improve	VERB
american_scientific_journal-6786	295	12	the	the	DET
american_scientific_journal-6786	295	13	execution	execution	NOUN
american_scientific_journal-6786	295	14	time	time	NOUN
american_scientific_journal-6786	295	15	of	of	ADP
american_scientific_journal-6786	295	16	the	the	DET
american_scientific_journal-6786	295	17	algorithms	algorithm	NOUN
american_scientific_journal-6786	295	18	,	,	PUNCT
american_scientific_journal-6786	295	19	especially	especially	ADV
american_scientific_journal-6786	295	20	the	the	DET
american_scientific_journal-6786	295	21	ones	one	NOUN
american_scientific_journal-6786	295	22	of	of	ADP
american_scientific_journal-6786	295	23	attributes	attribute	NOUN
american_scientific_journal-6786	295	24	selection	selection	NOUN
american_scientific_journal-6786	295	25	,	,	PUNCT
american_scientific_journal-6786	295	26	and	and	CCONJ
american_scientific_journal-6786	295	27	to	to	PART
american_scientific_journal-6786	295	28	increase	increase	VERB
american_scientific_journal-6786	295	29	even	even	ADV
american_scientific_journal-6786	295	30	more	more	ADV
american_scientific_journal-6786	295	31	the	the	DET
american_scientific_journal-6786	295	32	rate	rate	NOUN
american_scientific_journal-6786	295	33	of	of	ADP
american_scientific_journal-6786	295	34	adjustment	adjustment	NOUN
american_scientific_journal-6786	295	35	of	of	ADP
american_scientific_journal-6786	295	36	the	the	DET
american_scientific_journal-6786	295	37	classifier	classifier	NOUN
american_scientific_journal-6786	295	38	.	.	PUNCT
american_scientific_journal-6786	296	1	when	when	SCONJ
american_scientific_journal-6786	296	2	using	use	VERB
american_scientific_journal-6786	296	3	the	the	DET
american_scientific_journal-6786	296	4	random	random	ADJ
american_scientific_journal-6786	296	5	projection	projection	NOUN
american_scientific_journal-6786	296	6	method	method	NOUN
american_scientific_journal-6786	296	7	,	,	PUNCT
american_scientific_journal-6786	296	8	it	it	PRON
american_scientific_journal-6786	296	9	could	could	AUX
american_scientific_journal-6786	296	10	be	be	AUX
american_scientific_journal-6786	296	11	observed	observe	VERB
american_scientific_journal-6786	296	12	a	a	DET
american_scientific_journal-6786	296	13	small	small	ADJ
american_scientific_journal-6786	296	14	increase	increase	NOUN
american_scientific_journal-6786	296	15	in	in	ADP
american_scientific_journal-6786	296	16	the	the	DET
american_scientific_journal-6786	296	17	hit	hit	VERB
american_scientific_journal-6786	296	18	rate	rate	NOUN
american_scientific_journal-6786	296	19	in	in	ADP
american_scientific_journal-6786	296	20	most	most	ADJ
american_scientific_journal-6786	296	21	of	of	ADP
american_scientific_journal-6786	296	22	the	the	DET
american_scientific_journal-6786	296	23	classifiers	classifier	NOUN
american_scientific_journal-6786	296	24	compared	compare	VERB
american_scientific_journal-6786	296	25	to	to	ADP
american_scientific_journal-6786	296	26	the	the	DET
american_scientific_journal-6786	296	27	results	result	NOUN
american_scientific_journal-6786	296	28	obtained	obtain	VERB
american_scientific_journal-6786	296	29	when	when	SCONJ
american_scientific_journal-6786	296	30	using	use	VERB
american_scientific_journal-6786	296	31	the	the	DET
american_scientific_journal-6786	296	32	database	database	NOUN
american_scientific_journal-6786	296	33	with	with	ADP
american_scientific_journal-6786	296	34	all	all	DET
american_scientific_journal-6786	296	35	the	the	DET
american_scientific_journal-6786	296	36	attributes	attribute	NOUN
american_scientific_journal-6786	296	37	.	.	PUNCT
american_scientific_journal-6786	297	1	when	when	SCONJ
american_scientific_journal-6786	297	2	the	the	DET
american_scientific_journal-6786	297	3	approach	approach	NOUN
american_scientific_journal-6786	297	4	proposed	propose	VERB
american_scientific_journal-6786	297	5	was	be	AUX
american_scientific_journal-6786	297	6	applied	apply	VERB
american_scientific_journal-6786	297	7	,	,	PUNCT
american_scientific_journal-6786	297	8	it	it	PRON
american_scientific_journal-6786	297	9	had	have	VERB
american_scientific_journal-6786	297	10	a	a	DET
american_scientific_journal-6786	297	11	slightly	slightly	ADV
american_scientific_journal-6786	297	12	greater	great	ADJ
american_scientific_journal-6786	297	13	improvement	improvement	NOUN
american_scientific_journal-6786	297	14	in	in	ADP
american_scientific_journal-6786	297	15	the	the	DET
american_scientific_journal-6786	297	16	results	result	NOUN
american_scientific_journal-6786	297	17	when	when	SCONJ
american_scientific_journal-6786	297	18	only	only	ADV
american_scientific_journal-6786	297	19	the	the	DET
american_scientific_journal-6786	297	20	random	random	ADJ
american_scientific_journal-6786	297	21	projection	projection	NOUN
american_scientific_journal-6786	297	22	method	method	NOUN
american_scientific_journal-6786	297	23	was	be	AUX
american_scientific_journal-6786	297	24	used	use	VERB
american_scientific_journal-6786	297	25	.	.	PUNCT
american_scientific_journal-6786	298	1	although	although	SCONJ
american_scientific_journal-6786	298	2	the	the	DET
american_scientific_journal-6786	298	3	result	result	NOUN
american_scientific_journal-6786	298	4	of	of	ADP
american_scientific_journal-6786	298	5	applying	apply	VERB
american_scientific_journal-6786	298	6	the	the	DET
american_scientific_journal-6786	298	7	random	random	ADJ
american_scientific_journal-6786	298	8	projection	projection	NOUN
american_scientific_journal-6786	298	9	method	method	NOUN
american_scientific_journal-6786	298	10	,	,	PUNCT
american_scientific_journal-6786	298	11	in	in	ADP
american_scientific_journal-6786	298	12	the	the	DET
american_scientific_journal-6786	298	13	two	two	NUM
american_scientific_journal-6786	298	14	cases	case	NOUN
american_scientific_journal-6786	298	15	that	that	PRON
american_scientific_journal-6786	298	16	were	be	AUX
american_scientific_journal-6786	298	17	used	use	VERB
american_scientific_journal-6786	298	18	,	,	PUNCT
american_scientific_journal-6786	298	19	was	be	AUX
american_scientific_journal-6786	298	20	superior	superior	ADJ
american_scientific_journal-6786	298	21	to	to	ADP
american_scientific_journal-6786	298	22	the	the	DET
american_scientific_journal-6786	298	23	results	result	NOUN
american_scientific_journal-6786	298	24	obtained	obtain	VERB
american_scientific_journal-6786	298	25	when	when	SCONJ
american_scientific_journal-6786	298	26	no	no	DET
american_scientific_journal-6786	298	27	reduction	reduction	NOUN
american_scientific_journal-6786	298	28	method	method	NOUN
american_scientific_journal-6786	298	29	was	be	AUX
american_scientific_journal-6786	298	30	used	use	VERB
american_scientific_journal-6786	298	31	,	,	PUNCT
american_scientific_journal-6786	298	32	it	it	PRON
american_scientific_journal-6786	298	33	was	be	AUX
american_scientific_journal-6786	298	34	not	not	PART
american_scientific_journal-6786	298	35	superior	superior	ADJ
american_scientific_journal-6786	298	36	to	to	ADP
american_scientific_journal-6786	298	37	the	the	DET
american_scientific_journal-6786	298	38	performance	performance	NOUN
american_scientific_journal-6786	298	39	of	of	ADP
american_scientific_journal-6786	298	40	the	the	DET
american_scientific_journal-6786	298	41	classification	classification	NOUN
american_scientific_journal-6786	298	42	algorithms	algorithm	NOUN
american_scientific_journal-6786	298	43	when	when	SCONJ
american_scientific_journal-6786	298	44	only	only	ADV
american_scientific_journal-6786	298	45	the	the	DET
american_scientific_journal-6786	298	46	attribute	attribute	NOUN
american_scientific_journal-6786	298	47	selection	selection	NOUN
american_scientific_journal-6786	298	48	was	be	AUX
american_scientific_journal-6786	298	49	used	use	VERB
american_scientific_journal-6786	298	50	.	.	PUNCT
american_scientific_journal-6786	299	1	therefore	therefore	ADV
american_scientific_journal-6786	299	2	,	,	PUNCT
american_scientific_journal-6786	299	3	it	it	PRON
american_scientific_journal-6786	299	4	is	be	AUX
american_scientific_journal-6786	299	5	a	a	DET
american_scientific_journal-6786	299	6	general	general	ADJ
american_scientific_journal-6786	299	7	recommendation	recommendation	NOUN
american_scientific_journal-6786	299	8	that	that	PRON
american_scientific_journal-6786	299	9	attributes	attribute	VERB
american_scientific_journal-6786	299	10	selection	selection	NOUN
american_scientific_journal-6786	299	11	is	be	AUX
american_scientific_journal-6786	299	12	a	a	DET
american_scientific_journal-6786	299	13	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	299	14	reduction	reduction	NOUN
american_scientific_journal-6786	299	15	method	method	NOUN
american_scientific_journal-6786	299	16	that	that	PRON
american_scientific_journal-6786	299	17	yields	yield	VERB
american_scientific_journal-6786	299	18	great	great	ADJ
american_scientific_journal-6786	299	19	results	result	NOUN
american_scientific_journal-6786	299	20	when	when	SCONJ
american_scientific_journal-6786	299	21	applied	apply	VERB
american_scientific_journal-6786	299	22	to	to	ADP
american_scientific_journal-6786	299	23	gene	gene	NOUN
american_scientific_journal-6786	299	24	expression	expression	NOUN
american_scientific_journal-6786	299	25	bases	basis	NOUN
american_scientific_journal-6786	299	26	.	.	PUNCT
american_scientific_journal-6786	300	1	the	the	DET
american_scientific_journal-6786	300	2	method	method	NOUN
american_scientific_journal-6786	300	3	of	of	ADP
american_scientific_journal-6786	300	4	random	random	ADJ
american_scientific_journal-6786	300	5	projection	projection	NOUN
american_scientific_journal-6786	300	6	is	be	AUX
american_scientific_journal-6786	300	7	an	an	DET
american_scientific_journal-6786	300	8	alternative	alternative	ADJ
american_scientific_journal-6786	300	9	method	method	NOUN
american_scientific_journal-6786	300	10	since	since	SCONJ
american_scientific_journal-6786	300	11	,	,	PUNCT
american_scientific_journal-6786	300	12	besides	besides	SCONJ
american_scientific_journal-6786	300	13	reducing	reduce	VERB
american_scientific_journal-6786	300	14	the	the	DET
american_scientific_journal-6786	300	15	computational	computational	ADJ
american_scientific_journal-6786	300	16	cost	cost	NOUN
american_scientific_journal-6786	300	17	when	when	SCONJ
american_scientific_journal-6786	300	18	applied	apply	VERB
american_scientific_journal-6786	300	19	,	,	PUNCT
american_scientific_journal-6786	300	20	mainly	mainly	ADV
american_scientific_journal-6786	300	21	in	in	ADP
american_scientific_journal-6786	300	22	conjunction	conjunction	NOUN
american_scientific_journal-6786	300	23	with	with	ADP
american_scientific_journal-6786	300	24	the	the	DET
american_scientific_journal-6786	300	25	selection	selection	NOUN
american_scientific_journal-6786	300	26	of	of	ADP
american_scientific_journal-6786	300	27	attributes	attribute	NOUN
american_scientific_journal-6786	300	28	,	,	PUNCT
american_scientific_journal-6786	300	29	it	it	PRON
american_scientific_journal-6786	300	30	produces	produce	VERB
american_scientific_journal-6786	300	31	good	good	ADJ
american_scientific_journal-6786	300	32	results	result	NOUN
american_scientific_journal-6786	300	33	.	.	PUNCT
american_scientific_journal-6786	301	1	the	the	DET
american_scientific_journal-6786	301	2	experiments	experiment	NOUN
american_scientific_journal-6786	301	3	'	'	PART
american_scientific_journal-6786	301	4	results	result	NOUN
american_scientific_journal-6786	301	5	prove	prove	VERB
american_scientific_journal-6786	301	6	the	the	DET
american_scientific_journal-6786	301	7	applications	application	NOUN
american_scientific_journal-6786	301	8	of	of	ADP
american_scientific_journal-6786	301	9	these	these	DET
american_scientific_journal-6786	301	10	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	301	11	reduction	reduction	NOUN
american_scientific_journal-6786	301	12	methods	method	NOUN
american_scientific_journal-6786	301	13	produce	produce	VERB
american_scientific_journal-6786	301	14	a	a	DET
american_scientific_journal-6786	301	15	higher	high	ADJ
american_scientific_journal-6786	301	16	classifier	classifier	NOUN
american_scientific_journal-6786	301	17	hit	hit	VERB
american_scientific_journal-6786	301	18	rate	rate	NOUN
american_scientific_journal-6786	301	19	than	than	ADP
american_scientific_journal-6786	301	20	when	when	SCONJ
american_scientific_journal-6786	301	21	only	only	ADV
american_scientific_journal-6786	301	22	the	the	DET
american_scientific_journal-6786	301	23	mining	mining	NOUN
american_scientific_journal-6786	301	24	algorithm	algorithm	NOUN
american_scientific_journal-6786	301	25	was	be	AUX
american_scientific_journal-6786	301	26	applied	apply	VERB
american_scientific_journal-6786	301	27	to	to	ADP
american_scientific_journal-6786	301	28	the	the	DET
american_scientific_journal-6786	301	29	databases	database	NOUN
american_scientific_journal-6786	301	30	with	with	ADP
american_scientific_journal-6786	301	31	all	all	DET
american_scientific_journal-6786	301	32	the	the	DET
american_scientific_journal-6786	301	33	attributes	attribute	NOUN
american_scientific_journal-6786	301	34	.	.	PUNCT
american_scientific_journal-6786	302	1	a	a	DET
american_scientific_journal-6786	302	2	new	new	ADJ
american_scientific_journal-6786	302	3	approach	approach	NOUN
american_scientific_journal-6786	302	4	can	can	AUX
american_scientific_journal-6786	302	5	be	be	AUX
american_scientific_journal-6786	302	6	realized	realize	VERB
american_scientific_journal-6786	302	7	in	in	ADP
american_scientific_journal-6786	302	8	future	future	ADJ
american_scientific_journal-6786	302	9	works	work	NOUN
american_scientific_journal-6786	302	10	.	.	PUNCT
american_scientific_journal-6786	303	1	this	this	DET
american_scientific_journal-6786	303	2	approach	approach	NOUN
american_scientific_journal-6786	303	3	is	be	AUX
american_scientific_journal-6786	303	4	used	use	VERB
american_scientific_journal-6786	303	5	in	in	ADP
american_scientific_journal-6786	303	6	stage	stage	NOUN
american_scientific_journal-6786	303	7	1	1	NUM
american_scientific_journal-6786	303	8	,	,	PUNCT
american_scientific_journal-6786	303	9	the	the	DET
american_scientific_journal-6786	303	10	attributes	attribute	NOUN
american_scientific_journal-6786	303	11	selection	selection	NOUN
american_scientific_journal-6786	303	12	,	,	PUNCT
american_scientific_journal-6786	303	13	and	and	CCONJ
american_scientific_journal-6786	303	14	stage	stage	NOUN
american_scientific_journal-6786	303	15	2	2	NUM
american_scientific_journal-6786	303	16	,	,	PUNCT
american_scientific_journal-6786	303	17	the	the	DET
american_scientific_journal-6786	303	18	random	random	ADJ
american_scientific_journal-6786	303	19	projection	projection	NOUN
american_scientific_journal-6786	303	20	.	.	PUNCT
american_scientific_journal-6786	304	1	references	reference	NOUN
american_scientific_journal-6786	304	2	[	[	X
american_scientific_journal-6786	304	3	1	1	NUM
american_scientific_journal-6786	304	4	]	]	PUNCT
american_scientific_journal-6786	304	5	.	.	PUNCT
american_scientific_journal-6786	305	1	ghodsi	ghodsi	PROPN
american_scientific_journal-6786	305	2	,	,	PUNCT
american_scientific_journal-6786	305	3	a.	a.	NOUN
american_scientific_journal-6786	305	4	:	:	PUNCT
american_scientific_journal-6786	305	5	“	"	PUNCT
american_scientific_journal-6786	305	6	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	305	7	reduction	reduction	NOUN
american_scientific_journal-6786	305	8	a	a	DET
american_scientific_journal-6786	305	9	short	short	ADJ
american_scientific_journal-6786	305	10	tutorial	tutorial	NOUN
american_scientific_journal-6786	305	11	.	.	PUNCT
american_scientific_journal-6786	305	12	”	"	PUNCT
american_scientific_journal-6786	306	1	department	department	NOUN
american_scientific_journal-6786	306	2	of	of	ADP
american_scientific_journal-6786	306	3	statistics	statistic	NOUN
american_scientific_journal-6786	306	4	and	and	CCONJ
american_scientific_journal-6786	306	5	actuarial	actuarial	ADJ
american_scientific_journal-6786	306	6	science	science	NOUN
american_scientific_journal-6786	306	7	,	,	PUNCT
american_scientific_journal-6786	306	8	university	university	NOUN
american_scientific_journal-6786	306	9	of	of	ADP
american_scientific_journal-6786	306	10	waterloo	waterloo	PROPN
american_scientific_journal-6786	306	11	,	,	PUNCT
american_scientific_journal-6786	306	12	ontario	ontario	PROPN
american_scientific_journal-6786	306	13	,	,	PUNCT
american_scientific_journal-6786	306	14	canada	canada	PROPN
american_scientific_journal-6786	306	15	,	,	PUNCT
american_scientific_journal-6786	306	16	2006	2006	NUM
american_scientific_journal-6786	306	17	.	.	PUNCT
american_scientific_journal-6786	307	1	[	[	X
american_scientific_journal-6786	307	2	2	2	NUM
american_scientific_journal-6786	307	3	]	]	PUNCT
american_scientific_journal-6786	307	4	.	.	PUNCT
american_scientific_journal-6786	307	5	maaten	maaten	VERB
american_scientific_journal-6786	307	6	,	,	PUNCT
american_scientific_journal-6786	307	7	l.	l.	PROPN
american_scientific_journal-6786	307	8	v.	v.	PROPN
american_scientific_journal-6786	307	9	d.	d.	PROPN
american_scientific_journal-6786	307	10	;	;	PUNCT
american_scientific_journal-6786	307	11	postma	postma	PROPN
american_scientific_journal-6786	307	12	,	,	PUNCT
american_scientific_journal-6786	307	13	e.	e.	PROPN
american_scientific_journal-6786	307	14	,	,	PUNCT
american_scientific_journal-6786	307	15	herik	herik	PROPN
american_scientific_journal-6786	307	16	,	,	PUNCT
american_scientific_journal-6786	307	17	j.	j.	PROPN
american_scientific_journal-6786	307	18	v.	v.	PROPN
american_scientific_journal-6786	307	19	d.	d.	PROPN
american_scientific_journal-6786	307	20	:	:	PUNCT
american_scientific_journal-6786	307	21	“	"	PUNCT
american_scientific_journal-6786	307	22	dimensionality	dimensionality	NOUN
american_scientific_journal-6786	307	23	reduction	reduction	NOUN
american_scientific_journal-6786	307	24	:	:	PUNCT
american_scientific_journal-6786	307	25	a	a	DET
american_scientific_journal-6786	307	26	comparative	comparative	NOUN
american_scientific_journal-6786	307	27	.	.	PUNCT
american_scientific_journal-6786	307	28	”	"	PUNCT
american_scientific_journal-6786	308	1	journal	journal	NOUN
american_scientific_journal-6786	308	2	of	of	ADP
american_scientific_journal-6786	308	3	machine	machine	NOUN
american_scientific_journal-6786	308	4	learning	learn	VERB
american_scientific_journal-6786	308	5	research	research	NOUN
american_scientific_journal-6786	308	6	,	,	PUNCT
american_scientific_journal-6786	308	7	vol	vol	NOUN
american_scientific_journal-6786	308	8	.	.	PROPN
american_scientific_journal-6786	308	9	10	10	NUM
american_scientific_journal-6786	308	10	,	,	PUNCT
american_scientific_journal-6786	308	11	pp	pp	ADJ
american_scientific_journal-6786	308	12	.	.	PUNCT
american_scientific_journal-6786	309	1	66	66	NUM
american_scientific_journal-6786	309	2	-	-	SYM
american_scientific_journal-6786	309	3	71	71	NUM
american_scientific_journal-6786	309	4	,	,	PUNCT
american_scientific_journal-6786	309	5	2009	2009	NUM
american_scientific_journal-6786	309	6	.	.	PUNCT
american_scientific_journal-6786	310	1	[	[	X
american_scientific_journal-6786	310	2	3	3	NUM
american_scientific_journal-6786	310	3	]	]	PUNCT
american_scientific_journal-6786	310	4	.	.	PUNCT
american_scientific_journal-6786	311	1	almugren	almugren	PROPN
american_scientific_journal-6786	311	2	,	,	PUNCT
american_scientific_journal-6786	311	3	n.	n.	NOUN
american_scientific_journal-6786	311	4	,	,	PUNCT
american_scientific_journal-6786	311	5	alshamlan	alshamlan	NOUN
american_scientific_journal-6786	311	6	,	,	PUNCT
american_scientific_journal-6786	311	7	h.	h.	PROPN
american_scientific_journal-6786	311	8	:	:	PUNCT
american_scientific_journal-6786	311	9	“	"	PUNCT
american_scientific_journal-6786	311	10	a	a	DET
american_scientific_journal-6786	311	11	survey	survey	NOUN
american_scientific_journal-6786	311	12	on	on	ADP
american_scientific_journal-6786	311	13	hybrid	hybrid	ADJ
american_scientific_journal-6786	311	14	feature	feature	NOUN
american_scientific_journal-6786	311	15	selection	selection	NOUN
american_scientific_journal-6786	311	16	methods	method	NOUN
american_scientific_journal-6786	311	17	in	in	ADP
american_scientific_journal-6786	311	18	microarray	microarray	NOUN
american_scientific_journal-6786	311	19	gene	gene	NOUN
american_scientific_journal-6786	311	20	american	american	PROPN
american_scientific_journal-6786	311	21	scientific	scientific	PROPN
american_scientific_journal-6786	311	22	research	research	PROPN
american_scientific_journal-6786	311	23	journal	journal	NOUN
american_scientific_journal-6786	311	24	for	for	ADP
american_scientific_journal-6786	311	25	engineering	engineering	NOUN
american_scientific_journal-6786	311	26	,	,	PUNCT
american_scientific_journal-6786	311	27	technology	technology	NOUN
american_scientific_journal-6786	311	28	,	,	PUNCT
american_scientific_journal-6786	311	29	and	and	CCONJ
american_scientific_journal-6786	311	30	sciences	science	NOUN
american_scientific_journal-6786	311	31	(	(	PUNCT
american_scientific_journal-6786	311	32	asrjets	asrjet	NOUN
american_scientific_journal-6786	311	33	)	)	PUNCT
american_scientific_journal-6786	311	34	(	(	PUNCT
american_scientific_journal-6786	311	35	2021	2021	NUM
american_scientific_journal-6786	311	36	)	)	PUNCT
american_scientific_journal-6786	311	37	volume	volume	NOUN
american_scientific_journal-6786	311	38	78	78	NUM
american_scientific_journal-6786	311	39	,	,	PUNCT
american_scientific_journal-6786	311	40	no	no	DET
american_scientific_journal-6786	311	41	1	1	NUM
american_scientific_journal-6786	311	42	,	,	PUNCT
american_scientific_journal-6786	311	43	pp	pp	ADV
american_scientific_journal-6786	311	44	131	131	NUM
american_scientific_journal-6786	311	45	-	-	SYM
american_scientific_journal-6786	311	46	149	149	NUM
american_scientific_journal-6786	311	47	148	148	NUM
american_scientific_journal-6786	311	48	expression	expression	NOUN
american_scientific_journal-6786	311	49	data	datum	NOUN
american_scientific_journal-6786	311	50	for	for	ADP
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american_scientific_journal-6786	311	52	classification	classification	NOUN
american_scientific_journal-6786	311	53	.	.	PUNCT
american_scientific_journal-6786	311	54	”	"	PUNCT
american_scientific_journal-6786	311	55	ieee	ieee	NOUN
american_scientific_journal-6786	311	56	access	access	NOUN
american_scientific_journal-6786	311	57	,	,	PUNCT
american_scientific_journal-6786	311	58	vol	vol	NOUN
american_scientific_journal-6786	311	59	.	.	PROPN
american_scientific_journal-6786	311	60	7	7	NUM
american_scientific_journal-6786	311	61	,	,	PUNCT
american_scientific_journal-6786	311	62	pp	pp	ADJ
american_scientific_journal-6786	311	63	.	.	PUNCT
american_scientific_journal-6786	312	1	78533	78533	NUM
american_scientific_journal-6786	312	2	-	-	SYM
american_scientific_journal-6786	312	3	78548	78548	NUM
american_scientific_journal-6786	312	4	,	,	PUNCT
american_scientific_journal-6786	312	5	jun	jun	PROPN
american_scientific_journal-6786	312	6	.	.	PROPN
american_scientific_journal-6786	312	7	2019	2019	NUM
american_scientific_journal-6786	312	8	.	.	PUNCT
american_scientific_journal-6786	313	1	[	[	X
american_scientific_journal-6786	313	2	4	4	NUM
american_scientific_journal-6786	313	3	]	]	PUNCT
american_scientific_journal-6786	313	4	.	.	PUNCT
american_scientific_journal-6786	313	5	witten	witten	PROPN
american_scientific_journal-6786	313	6	,	,	PUNCT
american_scientific_journal-6786	313	7	i.	i.	PROPN
american_scientific_journal-6786	313	8	h.	h.	PROPN
american_scientific_journal-6786	313	9	,	,	PUNCT
american_scientific_journal-6786	313	10	eibe	eibe	VERB
american_scientific_journal-6786	313	11	,	,	PUNCT
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american_scientific_journal-6786	313	13	,	,	PUNCT
american_scientific_journal-6786	313	14	hall	hall	PROPN
american_scientific_journal-6786	313	15	,	,	PUNCT
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american_scientific_journal-6786	313	17	a.	a.	PROPN
american_scientific_journal-6786	313	18	:	:	PUNCT
american_scientific_journal-6786	313	19	data	data	PROPN
american_scientific_journal-6786	313	20	mining	mining	NOUN
american_scientific_journal-6786	313	21	:	:	PUNCT
american_scientific_journal-6786	313	22	practical	practical	ADJ
american_scientific_journal-6786	313	23	machine	machine	NOUN
american_scientific_journal-6786	313	24	learning	learning	NOUN
american_scientific_journal-6786	313	25	tools	tool	NOUN
american_scientific_journal-6786	313	26	and	and	CCONJ
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american_scientific_journal-6786	313	28	.	.	PUNCT
american_scientific_journal-6786	314	1	burlington	burlington	PROPN
american_scientific_journal-6786	314	2	,	,	PUNCT
american_scientific_journal-6786	314	3	ma	ma	PROPN
american_scientific_journal-6786	314	4	:	:	PUNCT
american_scientific_journal-6786	314	5	morgan	morgan	PROPN
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american_scientific_journal-6786	314	7	,	,	PUNCT
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american_scientific_journal-6786	314	9	.	.	PUNCT
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american_scientific_journal-6786	315	4	.	.	PUNCT
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american_scientific_journal-6786	315	8	,	,	PUNCT
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american_scientific_journal-6786	315	10	,	,	PUNCT
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american_scientific_journal-6786	315	12	:	:	PUNCT
american_scientific_journal-6786	315	13	“	"	PUNCT
american_scientific_journal-6786	315	14	a	a	DET
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american_scientific_journal-6786	315	16	on	on	ADP
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american_scientific_journal-6786	315	22	for	for	ADP
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american_scientific_journal-6786	315	26	”	"	PUNCT
american_scientific_journal-6786	315	27	in	in	ADP
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american_scientific_journal-6786	315	30	and	and	CCONJ
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american_scientific_journal-6786	315	33	,	,	PUNCT
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american_scientific_journal-6786	315	37	and	and	CCONJ
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american_scientific_journal-6786	315	41	.	.	PUNCT
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american_scientific_journal-6786	316	2	:	:	PUNCT
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american_scientific_journal-6786	316	4	,	,	PUNCT
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american_scientific_journal-6786	316	6	.	.	PUNCT
american_scientific_journal-6786	317	1	pp	pp	ADV
american_scientific_journal-6786	317	2	.	.	PUNCT
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american_scientific_journal-6786	318	2	-	-	SYM
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american_scientific_journal-6786	318	4	.	.	PUNCT
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american_scientific_journal-6786	319	4	.	.	PUNCT
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american_scientific_journal-6786	320	2	,	,	PUNCT
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american_scientific_journal-6786	320	4	,	,	PUNCT
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american_scientific_journal-6786	320	6	,	,	PUNCT
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american_scientific_journal-6786	320	8	:	:	PUNCT
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american_scientific_journal-6786	320	11	for	for	ADP
american_scientific_journal-6786	320	12	knowledge	knowledge	NOUN
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american_scientific_journal-6786	320	14	and	and	CCONJ
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american_scientific_journal-6786	320	17	.	.	PUNCT
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american_scientific_journal-6786	321	3	:	:	PUNCT
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american_scientific_journal-6786	321	7	,	,	PUNCT
american_scientific_journal-6786	321	8	1998	1998	NUM
american_scientific_journal-6786	321	9	,	,	PUNCT
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american_scientific_journal-6786	322	1	214	214	NUM
american_scientific_journal-6786	322	2	.	.	PUNCT
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american_scientific_journal-6786	323	2	7	7	NUM
american_scientific_journal-6786	323	3	]	]	PUNCT
american_scientific_journal-6786	323	4	.	.	PUNCT
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american_scientific_journal-6786	324	2	,	,	PUNCT
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american_scientific_journal-6786	324	4	,	,	PUNCT
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american_scientific_journal-6786	324	6	,	,	PUNCT
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american_scientific_journal-6786	324	8	:	:	PUNCT
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american_scientific_journal-6786	324	28	,	,	PUNCT
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american_scientific_journal-6786	324	30	.	.	PUNCT
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american_scientific_journal-6786	325	2	,	,	PUNCT
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american_scientific_journal-6786	326	8	,	,	PUNCT
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american_scientific_journal-6786	326	12	:	:	PUNCT
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american_scientific_journal-6786	327	4	,	,	PUNCT
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american_scientific_journal-6786	327	8	,	,	PUNCT
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american_scientific_journal-6786	327	10	.	.	PUNCT
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american_scientific_journal-6786	328	2	,	,	PUNCT
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american_scientific_journal-6786	328	4	.	.	PUNCT
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american_scientific_journal-6786	329	6	,	,	PUNCT
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american_scientific_journal-6786	329	8	:	:	PUNCT
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american_scientific_journal-6786	329	11	-	-	PUNCT
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american_scientific_journal-6786	331	7	on	on	ADP
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american_scientific_journal-6786	332	2	-	-	SYM
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american_scientific_journal-6786	334	2	,	,	PUNCT
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american_scientific_journal-6786	334	9	:	:	PUNCT
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american_scientific_journal-6786	334	19	,	,	PUNCT
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american_scientific_journal-6786	334	23	:	:	PUNCT
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american_scientific_journal-6786	334	34	,	,	PUNCT
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american_scientific_journal-6786	334	36	.	.	PUNCT
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american_scientific_journal-6786	335	3	:	:	PUNCT
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american_scientific_journal-6786	335	6	,	,	PUNCT
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american_scientific_journal-6786	335	10	.	.	PUNCT
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american_scientific_journal-6786	336	2	-	-	SYM
american_scientific_journal-6786	336	3	49	49	NUM
american_scientific_journal-6786	336	4	.	.	PUNCT
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american_scientific_journal-6786	337	4	.	.	PUNCT
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american_scientific_journal-6786	338	5	,	,	PUNCT
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american_scientific_journal-6786	338	9	:	:	PUNCT
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american_scientific_journal-6786	340	2	,	,	PUNCT
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american_scientific_journal-6786	350	15	,	,	PUNCT
american_scientific_journal-6786	350	16	p.	p.	NOUN
american_scientific_journal-6786	350	17	:	:	PUNCT
american_scientific_journal-6786	350	18	“	"	PUNCT
american_scientific_journal-6786	350	19	feature	feature	NOUN
american_scientific_journal-6786	350	20	selection	selection	NOUN
american_scientific_journal-6786	350	21	from	from	ADP
american_scientific_journal-6786	350	22	microarray	microarray	NOUN
american_scientific_journal-6786	350	23	data	datum	NOUN
american_scientific_journal-6786	350	24	based	base	VERB
american_scientific_journal-6786	350	25	on	on	ADP
american_scientific_journal-6786	350	26	deep	deep	ADJ
american_scientific_journal-6786	350	27	learning	learning	NOUN
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american_scientific_journal-6786	350	29	.	.	PUNCT
american_scientific_journal-6786	350	30	”	"	PUNCT
american_scientific_journal-6786	351	1	in	in	ADP
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american_scientific_journal-6786	351	3	.	.	PUNCT
american_scientific_journal-6786	352	1	11th	11th	ADJ
american_scientific_journal-6786	352	2	international	international	ADJ
american_scientific_journal-6786	352	3	conference	conference	NOUN
american_scientific_journal-6786	352	4	on	on	ADP
american_scientific_journal-6786	352	5	computing	computing	NOUN
american_scientific_journal-6786	352	6	,	,	PUNCT
american_scientific_journal-6786	352	7	communication	communication	NOUN
american_scientific_journal-6786	352	8	and	and	CCONJ
american_scientific_journal-6786	352	9	networking	networking	NOUN
american_scientific_journal-6786	352	10	technologies	technology	NOUN
american_scientific_journal-6786	352	11	(	(	PUNCT
american_scientific_journal-6786	352	12	icccnt	icccnt	ADJ
american_scientific_journal-6786	352	13	)	)	PUNCT
american_scientific_journal-6786	352	14	,	,	PUNCT
american_scientific_journal-6786	352	15	2020	2020	NUM
american_scientific_journal-6786	352	16	,	,	PUNCT
american_scientific_journal-6786	352	17	pp	pp	ADV
american_scientific_journal-6786	352	18	.	.	PUNCT
american_scientific_journal-6786	353	1	1	1	NUM
american_scientific_journal-6786	353	2	-	-	SYM
american_scientific_journal-6786	353	3	5	5	NUM
american_scientific_journal-6786	353	4	.	.	PUNCT
american_scientific_journal-6786	354	1	[	[	X
american_scientific_journal-6786	354	2	16	16	NUM
american_scientific_journal-6786	354	3	]	]	PUNCT
american_scientific_journal-6786	354	4	.	.	PUNCT
american_scientific_journal-6786	355	1	borges	borge	NOUN
american_scientific_journal-6786	355	2	,	,	PUNCT
american_scientific_journal-6786	355	3	h.	h.	PROPN
american_scientific_journal-6786	355	4	b.	b.	PROPN
american_scientific_journal-6786	355	5	,	,	PUNCT
american_scientific_journal-6786	355	6	nievola	nievola	PROPN
american_scientific_journal-6786	355	7	,	,	PUNCT
american_scientific_journal-6786	355	8	j.	j.	PROPN
american_scientific_journal-6786	355	9	c.	c.	PROPN
american_scientific_journal-6786	355	10	:	:	PUNCT
american_scientific_journal-6786	355	11	“	"	PUNCT
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american_scientific_journal-6786	355	13	the	the	DET
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american_scientific_journal-6786	355	15	reduction	reduction	NOUN
american_scientific_journal-6786	355	16	methods	method	NOUN
american_scientific_journal-6786	355	17	in	in	ADP
american_scientific_journal-6786	355	18	gene	gene	NOUN
american_scientific_journal-6786	355	19	expression	expression	NOUN
american_scientific_journal-6786	355	20	databases	database	NOUN
american_scientific_journal-6786	355	21	.	.	PUNCT
american_scientific_journal-6786	355	22	”	"	PUNCT
american_scientific_journal-6786	356	1	expert	expert	NOUN
american_scientific_journal-6786	356	2	systems	system	NOUN
american_scientific_journal-6786	356	3	with	with	ADP
american_scientific_journal-6786	356	4	applications	application	NOUN
american_scientific_journal-6786	356	5	,	,	PUNCT
american_scientific_journal-6786	356	6	vol	vol	NOUN
american_scientific_journal-6786	356	7	.	.	PUNCT
american_scientific_journal-6786	356	8	39(12	39(12	NUM
american_scientific_journal-6786	356	9	)	)	PUNCT
american_scientific_journal-6786	356	10	,	,	PUNCT
american_scientific_journal-6786	356	11	pp	pp	ADP
american_scientific_journal-6786	356	12	.	.	PUNCT
american_scientific_journal-6786	357	1	10780	10780	NUM
american_scientific_journal-6786	357	2	-	-	SYM
american_scientific_journal-6786	357	3	107958	107958	NUM
american_scientific_journal-6786	357	4	,	,	PUNCT
american_scientific_journal-6786	357	5	2012	2012	NUM
american_scientific_journal-6786	357	6	.	.	PUNCT
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american_scientific_journal-6786	358	2	17	17	NUM
american_scientific_journal-6786	358	3	]	]	PUNCT
american_scientific_journal-6786	358	4	.	.	PUNCT
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american_scientific_journal-6786	359	2	,	,	PUNCT
american_scientific_journal-6786	359	3	s.	s.	PROPN
american_scientific_journal-6786	359	4	,	,	PUNCT
american_scientific_journal-6786	359	5	das	das	PROPN
american_scientific_journal-6786	359	6	sharma	sharma	PROPN
american_scientific_journal-6786	359	7	,	,	PUNCT
american_scientific_journal-6786	359	8	k	k	PROPN
american_scientific_journal-6786	359	9	,	,	PUNCT
american_scientific_journal-6786	359	10	maitra	maitra	NOUN
american_scientific_journal-6786	359	11	,	,	PUNCT
american_scientific_journal-6786	359	12	m.	m.	NOUN
american_scientific_journal-6786	359	13	:	:	PUNCT
american_scientific_journal-6786	359	14	“	"	PUNCT
american_scientific_journal-6786	359	15	gene	gene	NOUN
american_scientific_journal-6786	359	16	selection	selection	NOUN
american_scientific_journal-6786	359	17	from	from	ADP
american_scientific_journal-6786	359	18	microarray	microarray	NOUN
american_scientific_journal-6786	359	19	gene	gene	NOUN
american_scientific_journal-6786	359	20	expression	expression	NOUN
american_scientific_journal-6786	359	21	data	datum	NOUN
american_scientific_journal-6786	359	22	for	for	ADP
american_scientific_journal-6786	359	23	classification	classification	NOUN
american_scientific_journal-6786	359	24	of	of	ADP
american_scientific_journal-6786	359	25	cancer	cancer	NOUN
american_scientific_journal-6786	359	26	subgroups	subgroup	NOUN
american_scientific_journal-6786	359	27	employing	employ	VERB
american_scientific_journal-6786	359	28	pso	pso	NOUN
american_scientific_journal-6786	359	29	and	and	CCONJ
american_scientific_journal-6786	359	30	adaptive	adaptive	ADJ
american_scientific_journal-6786	359	31	k	k	ADV
american_scientific_journal-6786	359	32	-	-	PUNCT
american_scientific_journal-6786	359	33	nearest	near	ADJ
american_scientific_journal-6786	359	34	neighborhood	neighborhood	NOUN
american_scientific_journal-6786	359	35	technique	technique	NOUN
american_scientific_journal-6786	359	36	.	.	PUNCT
american_scientific_journal-6786	359	37	”	"	PUNCT
american_scientific_journal-6786	360	1	expert	expert	NOUN
american_scientific_journal-6786	360	2	systems	system	NOUN
american_scientific_journal-6786	360	3	with	with	ADP
american_scientific_journal-6786	360	4	applications	application	NOUN
american_scientific_journal-6786	360	5	,	,	PUNCT
american_scientific_journal-6786	360	6	vol.42(1	vol.42(1	NOUN
american_scientific_journal-6786	360	7	)	)	PUNCT
american_scientific_journal-6786	360	8	,	,	PUNCT
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american_scientific_journal-6786	360	10	.	.	PUNCT
american_scientific_journal-6786	361	1	612	612	NUM
american_scientific_journal-6786	361	2	-	-	SYM
american_scientific_journal-6786	361	3	627	627	NUM
american_scientific_journal-6786	361	4	,	,	PUNCT
american_scientific_journal-6786	361	5	2015	2015	NUM
american_scientific_journal-6786	361	6	.	.	PUNCT
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american_scientific_journal-6786	362	2	18	18	NUM
american_scientific_journal-6786	362	3	]	]	PUNCT
american_scientific_journal-6786	362	4	.	.	PUNCT
american_scientific_journal-6786	363	1	remeseiro	remeseiro	PROPN
american_scientific_journal-6786	363	2	,	,	PUNCT
american_scientific_journal-6786	363	3	b.	b.	PROPN
american_scientific_journal-6786	363	4	,	,	PUNCT
american_scientific_journal-6786	363	5	bolon	bolon	NOUN
american_scientific_journal-6786	363	6	-	-	PUNCT
american_scientific_journal-6786	363	7	canedo	canedo	PROPN
american_scientific_journal-6786	363	8	,	,	PUNCT
american_scientific_journal-6786	363	9	v.	v.	ADV
american_scientific_journal-6786	363	10	:	:	PUNCT
american_scientific_journal-6786	363	11	“	"	PUNCT
american_scientific_journal-6786	363	12	a	a	DET
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american_scientific_journal-6786	363	14	of	of	ADP
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american_scientific_journal-6786	363	17	methods	method	NOUN
american_scientific_journal-6786	363	18	in	in	ADP
american_scientific_journal-6786	363	19	medical	medical	ADJ
american_scientific_journal-6786	363	20	applications	application	NOUN
american_scientific_journal-6786	363	21	.	.	PUNCT
american_scientific_journal-6786	363	22	”	"	PUNCT
american_scientific_journal-6786	364	1	computers	computer	NOUN
american_scientific_journal-6786	364	2	in	in	ADP
american_scientific_journal-6786	364	3	biology	biology	NOUN
american_scientific_journal-6786	364	4	and	and	CCONJ
american_scientific_journal-6786	364	5	medicine	medicine	NOUN
american_scientific_journal-6786	364	6	,	,	PUNCT
american_scientific_journal-6786	364	7	vol	vol	NOUN
american_scientific_journal-6786	364	8	.	.	PROPN
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american_scientific_journal-6786	364	10	,	,	PUNCT
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american_scientific_journal-6786	364	12	.	.	PUNCT
american_scientific_journal-6786	364	13	103375	103375	NUM
american_scientific_journal-6786	364	14	-	-	SYM
american_scientific_journal-6786	364	15	103384	103384	NUM
american_scientific_journal-6786	364	16	,	,	PUNCT
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american_scientific_journal-6786	364	18	.	.	PUNCT
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american_scientific_journal-6786	365	2	19	19	NUM
american_scientific_journal-6786	365	3	]	]	PUNCT
american_scientific_journal-6786	365	4	.	.	PUNCT
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american_scientific_journal-6786	366	2	,	,	PUNCT
american_scientific_journal-6786	366	3	a.	a.	PROPN
american_scientific_journal-6786	366	4	,	,	PUNCT
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american_scientific_journal-6786	366	6	,	,	PUNCT
american_scientific_journal-6786	366	7	g.	g.	PROPN
american_scientific_journal-6786	366	8	:	:	PUNCT
american_scientific_journal-6786	366	9	“	"	PUNCT
american_scientific_journal-6786	366	10	random	random	ADJ
american_scientific_journal-6786	366	11	projections	projection	NOUN
american_scientific_journal-6786	366	12	for	for	ADP
american_scientific_journal-6786	366	13	assessing	assess	VERB
american_scientific_journal-6786	366	14	gene	gene	NOUN
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american_scientific_journal-6786	366	16	cluster	cluster	NOUN
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american_scientific_journal-6786	366	18	.	.	PUNCT
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american_scientific_journal-6786	367	1	in	in	ADP
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american_scientific_journal-6786	367	3	.	.	PUNCT
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american_scientific_journal-6786	368	2	ieee	ieee	NOUN
american_scientific_journal-6786	368	3	international	international	ADJ
american_scientific_journal-6786	368	4	joint	joint	ADJ
american_scientific_journal-6786	368	5	conference	conference	NOUN
american_scientific_journal-6786	368	6	on	on	ADP
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american_scientific_journal-6786	368	9	(	(	PUNCT
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american_scientific_journal-6786	368	12	,	,	PUNCT
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american_scientific_journal-6786	368	14	,	,	PUNCT
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american_scientific_journal-6786	368	16	.	.	PUNCT
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american_scientific_journal-6786	369	2	-	-	SYM
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american_scientific_journal-6786	369	4	.	.	PUNCT
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american_scientific_journal-6786	370	4	.	.	PUNCT
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american_scientific_journal-6786	371	2	,	,	PUNCT
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american_scientific_journal-6786	371	4	,	,	PUNCT
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american_scientific_journal-6786	371	6	,	,	PUNCT
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american_scientific_journal-6786	371	8	,	,	PUNCT
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american_scientific_journal-6786	371	11	:	:	PUNCT
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american_scientific_journal-6786	371	13	implementing	implement	VERB
american_scientific_journal-6786	371	14	principal	principal	ADJ
american_scientific_journal-6786	371	15	component	component	NOUN
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american_scientific_journal-6786	371	17	and	and	CCONJ
american_scientific_journal-6786	371	18	multinomial	multinomial	ADJ
american_scientific_journal-6786	371	19	logit	logit	NOUN
american_scientific_journal-6786	371	20	for	for	ADP
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american_scientific_journal-6786	371	22	detection	detection	NOUN
american_scientific_journal-6786	371	23	based	base	VERB
american_scientific_journal-6786	371	24	on	on	ADP
american_scientific_journal-6786	371	25	microarray	microarray	NOUN
american_scientific_journal-6786	371	26	data	datum	NOUN
american_scientific_journal-6786	371	27	classification	classification	NOUN
american_scientific_journal-6786	371	28	.	.	PUNCT
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american_scientific_journal-6786	372	1	in	in	ADP
american_scientific_journal-6786	372	2	proc	proc	NOUN
american_scientific_journal-6786	372	3	.	.	PUNCT
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american_scientific_journal-6786	373	2	international	international	ADJ
american_scientific_journal-6786	373	3	conference	conference	NOUN
american_scientific_journal-6786	373	4	on	on	ADP
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american_scientific_journal-6786	373	6	and	and	CCONJ
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american_scientific_journal-6786	373	9	(	(	PUNCT
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american_scientific_journal-6786	373	14	,	,	PUNCT
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american_scientific_journal-6786	373	16	.	.	PUNCT
american_scientific_journal-6786	374	1	1	1	NUM
american_scientific_journal-6786	374	2	-	-	SYM
american_scientific_journal-6786	374	3	6	6	NUM
american_scientific_journal-6786	374	4	.	.	PUNCT
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american_scientific_journal-6786	375	3	research	research	PROPN
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american_scientific_journal-6786	375	5	for	for	ADP
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american_scientific_journal-6786	375	7	,	,	PUNCT
american_scientific_journal-6786	375	8	technology	technology	NOUN
american_scientific_journal-6786	375	9	,	,	PUNCT
american_scientific_journal-6786	375	10	and	and	CCONJ
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american_scientific_journal-6786	375	12	(	(	PUNCT
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american_scientific_journal-6786	375	17	)	)	PUNCT
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american_scientific_journal-6786	375	20	,	,	PUNCT
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american_scientific_journal-6786	375	22	1	1	NUM
american_scientific_journal-6786	375	23	,	,	PUNCT
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american_scientific_journal-6786	375	25	131	131	NUM
american_scientific_journal-6786	375	26	-	-	SYM
american_scientific_journal-6786	375	27	149	149	NUM
american_scientific_journal-6786	375	28	149	149	NUM
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american_scientific_journal-6786	376	2	,	,	PUNCT
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american_scientific_journal-6786	376	4	,	,	PUNCT
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american_scientific_journal-6786	376	6	,	,	PUNCT
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american_scientific_journal-6786	376	8	,	,	PUNCT
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american_scientific_journal-6786	376	13	,	,	PUNCT
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american_scientific_journal-6786	376	15	:	:	PUNCT
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american_scientific_journal-6786	376	22	for	for	ADP
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american_scientific_journal-6786	376	25	and	and	CCONJ
american_scientific_journal-6786	376	26	gene	gene	NOUN
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american_scientific_journal-6786	376	28	on	on	ADP
american_scientific_journal-6786	376	29	gene	gene	NOUN
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american_scientific_journal-6786	376	31	data	datum	NOUN
american_scientific_journal-6786	376	32	.	.	PUNCT
american_scientific_journal-6786	376	33	”	"	PUNCT
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american_scientific_journal-6786	376	37	and	and	CCONJ
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american_scientific_journal-6786	377	2	-	-	SYM
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american_scientific_journal-6786	377	4	,	,	PUNCT
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american_scientific_journal-6786	377	6	.	.	PUNCT
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american_scientific_journal-6786	378	4	.	.	PUNCT
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american_scientific_journal-6786	379	2	,	,	PUNCT
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american_scientific_journal-6786	379	4	,	,	PUNCT
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american_scientific_journal-6786	379	6	,	,	PUNCT
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american_scientific_journal-6786	380	5	-	-	PUNCT
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american_scientific_journal-6786	381	2	-	-	SYM
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american_scientific_journal-6786	382	4	.	.	PUNCT
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american_scientific_journal-6786	383	2	,	,	PUNCT
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american_scientific_journal-6786	387	4	,	,	PUNCT
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american_scientific_journal-6786	388	4	.	.	PUNCT
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american_scientific_journal-6786	391	4	.	.	PUNCT
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american_scientific_journal-6786	393	4	,	,	PUNCT
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