id	sid	tid	token	lemma	pos
american_scientific_journal-4585	1	1	38	38	NUM
american_scientific_journal-4585	1	2	american	american	ADJ
american_scientific_journal-4585	1	3	scientific	scientific	ADJ
american_scientific_journal-4585	1	4	research	research	NOUN
american_scientific_journal-4585	1	5	journal	journal	NOUN
american_scientific_journal-4585	1	6	for	for	ADP
american_scientific_journal-4585	1	7	engineering	engineering	NOUN
american_scientific_journal-4585	1	8	,	,	PUNCT
american_scientific_journal-4585	1	9	technology	technology	NOUN
american_scientific_journal-4585	1	10	,	,	PUNCT
american_scientific_journal-4585	1	11	and	and	CCONJ
american_scientific_journal-4585	1	12	sciences	science	NOUN
american_scientific_journal-4585	1	13	(	(	PUNCT
american_scientific_journal-4585	1	14	asrjets	asrjet	NOUN
american_scientific_journal-4585	1	15	)	)	PUNCT
american_scientific_journal-4585	1	16	issn	issn	PROPN
american_scientific_journal-4585	1	17	(	(	PUNCT
american_scientific_journal-4585	1	18	print	print	NOUN
american_scientific_journal-4585	1	19	)	)	PUNCT
american_scientific_journal-4585	1	20	2313	2313	NUM
american_scientific_journal-4585	1	21	-	-	SYM
american_scientific_journal-4585	1	22	4410	4410	NUM
american_scientific_journal-4585	1	23	,	,	PUNCT
american_scientific_journal-4585	1	24	issn	issn	PROPN
american_scientific_journal-4585	1	25	(	(	PUNCT
american_scientific_journal-4585	1	26	online	online	ADJ
american_scientific_journal-4585	1	27	)	)	PUNCT
american_scientific_journal-4585	1	28	2313	2313	NUM
american_scientific_journal-4585	1	29	-	-	SYM
american_scientific_journal-4585	1	30	4402	4402	NUM
american_scientific_journal-4585	1	31	©	©	PROPN
american_scientific_journal-4585	1	32	global	global	ADJ
american_scientific_journal-4585	1	33	society	society	NOUN
american_scientific_journal-4585	1	34	of	of	ADP
american_scientific_journal-4585	1	35	scientific	scientific	ADJ
american_scientific_journal-4585	1	36	research	research	NOUN
american_scientific_journal-4585	1	37	and	and	CCONJ
american_scientific_journal-4585	1	38	researchers	researcher	NOUN
american_scientific_journal-4585	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-4585	1	40	classification	classification	NOUN
american_scientific_journal-4585	1	41	of	of	ADP
american_scientific_journal-4585	1	42	breast	breast	NOUN
american_scientific_journal-4585	1	43	cancer	cancer	NOUN
american_scientific_journal-4585	1	44	using	use	VERB
american_scientific_journal-4585	1	45	data	datum	NOUN
american_scientific_journal-4585	1	46	mining	mining	PROPN
american_scientific_journal-4585	1	47	farah	farah	PROPN
american_scientific_journal-4585	1	48	sardouka	sardouka	PROPN
american_scientific_journal-4585	1	49	*	*	PROPN
american_scientific_journal-4585	1	50	,	,	PUNCT
american_scientific_journal-4585	1	51	dr	dr	PROPN
american_scientific_journal-4585	1	52	.	.	PROPN
american_scientific_journal-4585	1	53	adil	adil	PROPN
american_scientific_journal-4585	1	54	deniz	deniz	PROPN
american_scientific_journal-4585	1	55	durub	durub	PROPN
american_scientific_journal-4585	1	56	,	,	PUNCT
american_scientific_journal-4585	1	57	dr	dr	PROPN
american_scientific_journal-4585	1	58	.	.	PROPN
american_scientific_journal-4585	1	59	oğuz	oğuz	PROPN
american_scientific_journal-4585	1	60	bayatc	bayatc	VERB
american_scientific_journal-4585	1	61	amsc	amsc	NOUN
american_scientific_journal-4585	1	62	.	.	PUNCT
american_scientific_journal-4585	2	1	department	department	NOUN
american_scientific_journal-4585	2	2	electrical	electrical	ADJ
american_scientific_journal-4585	2	3	engineering	engineering	NOUN
american_scientific_journal-4585	2	4	,	,	PUNCT
american_scientific_journal-4585	2	5	altinbaş	altinbaş	PROPN
american_scientific_journal-4585	2	6	university	university	NOUN
american_scientific_journal-4585	2	7	,	,	PUNCT
american_scientific_journal-4585	2	8	istanbul	istanbul	PROPN
american_scientific_journal-4585	2	9	,	,	PUNCT
american_scientific_journal-4585	2	10	turkey	turkey	NOUN
american_scientific_journal-4585	2	11	bassist	bassist	NOUN
american_scientific_journal-4585	2	12	.	.	PUNCT
american_scientific_journal-4585	3	1	prof	prof	PROPN
american_scientific_journal-4585	3	2	.	.	PUNCT
american_scientific_journal-4585	3	3	department	department	PROPN
american_scientific_journal-4585	3	4	of	of	ADP
american_scientific_journal-4585	3	5	physical	physical	ADJ
american_scientific_journal-4585	3	6	education	education	NOUN
american_scientific_journal-4585	3	7	and	and	CCONJ
american_scientific_journal-4585	3	8	sports	sport	NOUN
american_scientific_journal-4585	3	9	,	,	PUNCT
american_scientific_journal-4585	3	10	marmara	marmara	PROPN
american_scientific_journal-4585	3	11	university	university	PROPN
american_scientific_journal-4585	3	12	,	,	PUNCT
american_scientific_journal-4585	3	13	istanbul	istanbul	PROPN
american_scientific_journal-4585	3	14	,	,	PUNCT
american_scientific_journal-4585	3	15	turkey	turkey	NOUN
american_scientific_journal-4585	3	16	cassoc	cassoc	NOUN
american_scientific_journal-4585	3	17	.	.	PUNCT
american_scientific_journal-4585	4	1	prof	prof	PROPN
american_scientific_journal-4585	4	2	.	.	PUNCT
american_scientific_journal-4585	5	1	department	department	PROPN
american_scientific_journal-4585	5	2	of	of	ADP
american_scientific_journal-4585	5	3	electrical	electrical	ADJ
american_scientific_journal-4585	5	4	engineering	engineering	NOUN
american_scientific_journal-4585	5	5	,	,	PUNCT
american_scientific_journal-4585	5	6	altinbaş	altinbaş	PROPN
american_scientific_journal-4585	5	7	university	university	NOUN
american_scientific_journal-4585	5	8	,	,	PUNCT
american_scientific_journal-4585	5	9	istanbul	istanbul	PROPN
american_scientific_journal-4585	5	10	,	,	PUNCT
american_scientific_journal-4585	5	11	turkey	turkey	NOUN
american_scientific_journal-4585	5	12	aemail	aemail	NOUN
american_scientific_journal-4585	5	13	:	:	PUNCT
american_scientific_journal-4585	5	14	farahsardouk@ogr	farahsardouk@ogr	NOUN
american_scientific_journal-4585	5	15	,	,	PUNCT
american_scientific_journal-4585	5	16	altinbas.edu.tr	altinbas.edu.tr	PROPN
american_scientific_journal-4585	5	17	bemail	bemail	NOUN
american_scientific_journal-4585	5	18	:	:	PUNCT
american_scientific_journal-4585	5	19	deniz.duru@marmara.edu.tr	deniz.duru@marmara.edu.tr	ADJ
american_scientific_journal-4585	5	20	cemail	cemail	PROPN
american_scientific_journal-4585	5	21	:	:	PUNCT
american_scientific_journal-4585	5	22	oguz.bayat@altinbas.edu.tr	oguz.bayat@altinbas.edu.tr	ADV
american_scientific_journal-4585	5	23	abstract	abstract	ADJ
american_scientific_journal-4585	5	24	according	accord	VERB
american_scientific_journal-4585	5	25	to	to	ADP
american_scientific_journal-4585	5	26	the	the	DET
american_scientific_journal-4585	5	27	publications	publication	NOUN
american_scientific_journal-4585	5	28	of	of	ADP
american_scientific_journal-4585	5	29	leading	lead	VERB
american_scientific_journal-4585	5	30	health	health	NOUN
american_scientific_journal-4585	5	31	organization	organization	NOUN
american_scientific_journal-4585	5	32	in	in	ADP
american_scientific_journal-4585	5	33	the	the	DET
american_scientific_journal-4585	5	34	world	world	NOUN
american_scientific_journal-4585	5	35	,	,	PUNCT
american_scientific_journal-4585	5	36	the	the	DET
american_scientific_journal-4585	5	37	world	world	PROPN
american_scientific_journal-4585	5	38	health	health	NOUN
american_scientific_journal-4585	5	39	organization	organization	NOUN
american_scientific_journal-4585	5	40	(	(	PUNCT
american_scientific_journal-4585	5	41	who	who	PRON
american_scientific_journal-4585	5	42	)	)	PUNCT
american_scientific_journal-4585	5	43	reveals	reveal	VERB
american_scientific_journal-4585	5	44	that	that	SCONJ
american_scientific_journal-4585	5	45	breast	breast	NOUN
american_scientific_journal-4585	5	46	cancer	cancer	NOUN
american_scientific_journal-4585	5	47	is	be	AUX
american_scientific_journal-4585	5	48	the	the	DET
american_scientific_journal-4585	5	49	most	most	ADV
american_scientific_journal-4585	5	50	propagated	propagate	VERB
american_scientific_journal-4585	5	51	disease	disease	NOUN
american_scientific_journal-4585	5	52	among	among	ADP
american_scientific_journal-4585	5	53	women	woman	NOUN
american_scientific_journal-4585	5	54	and	and	CCONJ
american_scientific_journal-4585	5	55	it	it	PRON
american_scientific_journal-4585	5	56	may	may	AUX
american_scientific_journal-4585	5	57	end	end	VERB
american_scientific_journal-4585	5	58	with	with	ADP
american_scientific_journal-4585	5	59	mortality	mortality	NOUN
american_scientific_journal-4585	5	60	.	.	PUNCT
american_scientific_journal-4585	6	1	the	the	DET
american_scientific_journal-4585	6	2	precautions	precaution	NOUN
american_scientific_journal-4585	6	3	and	and	CCONJ
american_scientific_journal-4585	6	4	regular	regular	ADJ
american_scientific_journal-4585	6	5	investigations	investigation	NOUN
american_scientific_journal-4585	6	6	are	be	AUX
american_scientific_journal-4585	6	7	the	the	DET
american_scientific_journal-4585	6	8	options	option	NOUN
american_scientific_journal-4585	6	9	for	for	ADP
american_scientific_journal-4585	6	10	preventing	prevent	VERB
american_scientific_journal-4585	6	11	this	this	DET
american_scientific_journal-4585	6	12	cancer	cancer	NOUN
american_scientific_journal-4585	6	13	.	.	PUNCT
american_scientific_journal-4585	7	1	furthermore	furthermore	ADV
american_scientific_journal-4585	7	2	,	,	PUNCT
american_scientific_journal-4585	7	3	the	the	DET
american_scientific_journal-4585	7	4	recognition	recognition	NOUN
american_scientific_journal-4585	7	5	of	of	ADP
american_scientific_journal-4585	7	6	the	the	DET
american_scientific_journal-4585	7	7	sickness	sickness	NOUN
american_scientific_journal-4585	7	8	may	may	AUX
american_scientific_journal-4585	7	9	begin	begin	VERB
american_scientific_journal-4585	7	10	at	at	ADP
american_scientific_journal-4585	7	11	early	early	ADJ
american_scientific_journal-4585	7	12	stages	stage	NOUN
american_scientific_journal-4585	7	13	for	for	ADP
american_scientific_journal-4585	7	14	combating	combat	VERB
american_scientific_journal-4585	7	15	purpose	purpose	NOUN
american_scientific_journal-4585	7	16	.	.	PUNCT
american_scientific_journal-4585	8	1	from	from	ADP
american_scientific_journal-4585	8	2	data	data	NOUN
american_scientific_journal-4585	8	3	science	science	NOUN
american_scientific_journal-4585	8	4	perspectives	perspective	NOUN
american_scientific_journal-4585	8	5	,	,	PUNCT
american_scientific_journal-4585	8	6	data	datum	NOUN
american_scientific_journal-4585	8	7	mining	mining	NOUN
american_scientific_journal-4585	8	8	technology	technology	NOUN
american_scientific_journal-4585	8	9	is	be	AUX
american_scientific_journal-4585	8	10	used	use	VERB
american_scientific_journal-4585	8	11	to	to	PART
american_scientific_journal-4585	8	12	uncover	uncover	VERB
american_scientific_journal-4585	8	13	the	the	DET
american_scientific_journal-4585	8	14	disease	disease	NOUN
american_scientific_journal-4585	8	15	according	accord	VERB
american_scientific_journal-4585	8	16	to	to	ADP
american_scientific_journal-4585	8	17	some	some	DET
american_scientific_journal-4585	8	18	parameters	parameter	NOUN
american_scientific_journal-4585	8	19	like	like	ADP
american_scientific_journal-4585	8	20	bmi	bmi	NOUN
american_scientific_journal-4585	8	21	,	,	PUNCT
american_scientific_journal-4585	8	22	age	age	NOUN
american_scientific_journal-4585	8	23	and	and	CCONJ
american_scientific_journal-4585	8	24	sugar	sugar	NOUN
american_scientific_journal-4585	8	25	routine	routine	ADJ
american_scientific_journal-4585	8	26	database	database	NOUN
american_scientific_journal-4585	8	27	.	.	PUNCT
american_scientific_journal-4585	9	1	the	the	DET
american_scientific_journal-4585	9	2	deployment	deployment	NOUN
american_scientific_journal-4585	9	3	of	of	ADP
american_scientific_journal-4585	9	4	those	those	DET
american_scientific_journal-4585	9	5	technologies	technology	NOUN
american_scientific_journal-4585	9	6	had	have	AUX
american_scientific_journal-4585	9	7	resulted	result	VERB
american_scientific_journal-4585	9	8	in	in	ADP
american_scientific_journal-4585	9	9	considerable	considerable	ADJ
american_scientific_journal-4585	9	10	results	result	NOUN
american_scientific_journal-4585	9	11	that	that	PRON
american_scientific_journal-4585	9	12	may	may	AUX
american_scientific_journal-4585	9	13	help	help	VERB
american_scientific_journal-4585	9	14	for	for	ADP
american_scientific_journal-4585	9	15	breast	breast	NOUN
american_scientific_journal-4585	9	16	cancer	cancer	NOUN
american_scientific_journal-4585	9	17	aid	aid	NOUN
american_scientific_journal-4585	9	18	.	.	PUNCT
american_scientific_journal-4585	10	1	in	in	ADP
american_scientific_journal-4585	10	2	this	this	DET
american_scientific_journal-4585	10	3	research	research	NOUN
american_scientific_journal-4585	10	4	,	,	PUNCT
american_scientific_journal-4585	10	5	coimbra	coimbra	PROPN
american_scientific_journal-4585	10	6	dataset	dataset	VERB
american_scientific_journal-4585	10	7	are	be	AUX
american_scientific_journal-4585	10	8	collected	collect	VERB
american_scientific_journal-4585	10	9	and	and	CCONJ
american_scientific_journal-4585	10	10	studied	study	VERB
american_scientific_journal-4585	10	11	according	accord	VERB
american_scientific_journal-4585	10	12	to	to	ADP
american_scientific_journal-4585	10	13	10	10	NUM
american_scientific_journal-4585	10	14	predictors	predictor	NOUN
american_scientific_journal-4585	10	15	.	.	PUNCT
american_scientific_journal-4585	11	1	we	we	PRON
american_scientific_journal-4585	11	2	used	use	VERB
american_scientific_journal-4585	11	3	these	these	DET
american_scientific_journal-4585	11	4	predictors	predictor	NOUN
american_scientific_journal-4585	11	5	to	to	PART
american_scientific_journal-4585	11	6	estimate	estimate	VERB
american_scientific_journal-4585	11	7	if	if	SCONJ
american_scientific_journal-4585	11	8	the	the	DET
american_scientific_journal-4585	11	9	breast	breast	NOUN
american_scientific_journal-4585	11	10	cancer	cancer	NOUN
american_scientific_journal-4585	11	11	is	be	AUX
american_scientific_journal-4585	11	12	occurring	occur	VERB
american_scientific_journal-4585	11	13	or	or	CCONJ
american_scientific_journal-4585	11	14	not	not	PART
american_scientific_journal-4585	11	15	.	.	PUNCT
american_scientific_journal-4585	12	1	the	the	DET
american_scientific_journal-4585	12	2	6	6	NUM
american_scientific_journal-4585	12	3	algorithms	algorithm	NOUN
american_scientific_journal-4585	12	4	used	use	VERB
american_scientific_journal-4585	12	5	are	be	AUX
american_scientific_journal-4585	12	6	compared	compare	VERB
american_scientific_journal-4585	12	7	according	accord	VERB
american_scientific_journal-4585	12	8	to	to	ADP
american_scientific_journal-4585	12	9	their	their	PRON
american_scientific_journal-4585	12	10	performance	performance	NOUN
american_scientific_journal-4585	12	11	in	in	ADP
american_scientific_journal-4585	12	12	weka	weka	PROPN
american_scientific_journal-4585	12	13	and	and	CCONJ
american_scientific_journal-4585	12	14	in	in	ADP
american_scientific_journal-4585	12	15	matlab	matlab	PROPN
american_scientific_journal-4585	12	16	.	.	PUNCT
american_scientific_journal-4585	13	1	the	the	DET
american_scientific_journal-4585	13	2	comparison	comparison	NOUN
american_scientific_journal-4585	13	3	is	be	AUX
american_scientific_journal-4585	13	4	useful	useful	ADJ
american_scientific_journal-4585	13	5	to	to	PART
american_scientific_journal-4585	13	6	prove	prove	VERB
american_scientific_journal-4585	13	7	the	the	DET
american_scientific_journal-4585	13	8	possibility	possibility	NOUN
american_scientific_journal-4585	13	9	of	of	ADP
american_scientific_journal-4585	13	10	using	use	VERB
american_scientific_journal-4585	13	11	data	datum	NOUN
american_scientific_journal-4585	13	12	mining	mining	NOUN
american_scientific_journal-4585	13	13	algorithms	algorithm	NOUN
american_scientific_journal-4585	13	14	to	to	PART
american_scientific_journal-4585	13	15	help	help	VERB
american_scientific_journal-4585	13	16	medicine	medicine	NOUN
american_scientific_journal-4585	13	17	decision	decision	NOUN
american_scientific_journal-4585	13	18	engine	engine	NOUN
american_scientific_journal-4585	13	19	with	with	ADP
american_scientific_journal-4585	13	20	good	good	ADJ
american_scientific_journal-4585	13	21	precision	precision	NOUN
american_scientific_journal-4585	13	22	.	.	PUNCT
american_scientific_journal-4585	14	1	keywords	keyword	NOUN
american_scientific_journal-4585	14	2	:	:	PUNCT
american_scientific_journal-4585	14	3	ann	ann	PROPN
american_scientific_journal-4585	14	4	;	;	PUNCT
american_scientific_journal-4585	14	5	artificial	artificial	ADJ
american_scientific_journal-4585	14	6	neural	neural	ADJ
american_scientific_journal-4585	14	7	network	network	NOUN
american_scientific_journal-4585	14	8	;	;	PUNCT
american_scientific_journal-4585	14	9	bmi	bmi	PROPN
american_scientific_journal-4585	14	10	;	;	PUNCT
american_scientific_journal-4585	14	11	kdd	kdd	PROPN
american_scientific_journal-4585	14	12	;	;	PUNCT
american_scientific_journal-4585	14	13	k	k	ADJ
american_scientific_journal-4585	14	14	-	-	ADJ
american_scientific_journal-4585	14	15	fold	fold	ADJ
american_scientific_journal-4585	14	16	cross	cross	NOUN
american_scientific_journal-4585	14	17	validation	validation	NOUN
american_scientific_journal-4585	14	18	;	;	PUNCT
american_scientific_journal-4585	14	19	ppv	ppv	NOUN
american_scientific_journal-4585	14	20	;	;	PUNCT
american_scientific_journal-4585	14	21	who	who	PRON
american_scientific_journal-4585	14	22	.	.	PUNCT
american_scientific_journal-4585	15	1	1	1	X
american_scientific_journal-4585	15	2	.	.	X
american_scientific_journal-4585	15	3	introduction	introduction	NOUN
american_scientific_journal-4585	15	4	in	in	ADP
american_scientific_journal-4585	15	5	large	large	ADJ
american_scientific_journal-4585	15	6	organizations	organization	NOUN
american_scientific_journal-4585	15	7	where	where	SCONJ
american_scientific_journal-4585	15	8	database	database	NOUN
american_scientific_journal-4585	15	9	is	be	AUX
american_scientific_journal-4585	15	10	recorded	record	VERB
american_scientific_journal-4585	15	11	,	,	PUNCT
american_scientific_journal-4585	15	12	the	the	DET
american_scientific_journal-4585	15	13	process	process	NOUN
american_scientific_journal-4585	15	14	of	of	ADP
american_scientific_journal-4585	15	15	extracting	extract	VERB
american_scientific_journal-4585	15	16	the	the	DET
american_scientific_journal-4585	15	17	useful	useful	ADJ
american_scientific_journal-4585	15	18	information	information	NOUN
american_scientific_journal-4585	15	19	from	from	ADP
american_scientific_journal-4585	15	20	the	the	DET
american_scientific_journal-4585	15	21	big	big	ADJ
american_scientific_journal-4585	15	22	database	database	NOUN
american_scientific_journal-4585	15	23	is	be	AUX
american_scientific_journal-4585	15	24	posing	pose	VERB
american_scientific_journal-4585	15	25	great	great	ADJ
american_scientific_journal-4585	15	26	advantage	advantage	NOUN
american_scientific_journal-4585	15	27	.	.	PUNCT
american_scientific_journal-4585	16	1	the	the	DET
american_scientific_journal-4585	16	2	process	process	NOUN
american_scientific_journal-4585	16	3	of	of	ADP
american_scientific_journal-4585	16	4	knowledge	knowledge	NOUN
american_scientific_journal-4585	16	5	extraction	extraction	NOUN
american_scientific_journal-4585	16	6	is	be	AUX
american_scientific_journal-4585	16	7	termed	term	VERB
american_scientific_journal-4585	16	8	as	as	ADP
american_scientific_journal-4585	16	9	kdd	kdd	PROPN
american_scientific_journal-4585	16	10	;	;	PUNCT
american_scientific_journal-4585	16	11	knowledge	knowledge	NOUN
american_scientific_journal-4585	16	12	discovery	discovery	PROPN
american_scientific_journal-4585	16	13	in	in	ADP
american_scientific_journal-4585	16	14	database	database	NOUN
american_scientific_journal-4585	16	15	.	.	PUNCT
american_scientific_journal-4585	17	1	the	the	DET
american_scientific_journal-4585	17	2	databases	database	NOUN
american_scientific_journal-4585	17	3	are	be	AUX
american_scientific_journal-4585	17	4	usually	usually	ADV
american_scientific_journal-4585	17	5	maintained	maintain	VERB
american_scientific_journal-4585	17	6	for	for	ADP
american_scientific_journal-4585	17	7	year	year	NOUN
american_scientific_journal-4585	17	8	of	of	ADP
american_scientific_journal-4585	17	9	information	information	NOUN
american_scientific_journal-4585	17	10	recording	recording	NOUN
american_scientific_journal-4585	17	11	where	where	SCONJ
american_scientific_journal-4585	17	12	beneficial	beneficial	ADJ
american_scientific_journal-4585	17	13	data	datum	NOUN
american_scientific_journal-4585	17	14	is	be	AUX
american_scientific_journal-4585	17	15	generated	generate	VERB
american_scientific_journal-4585	17	16	.	.	PUNCT
american_scientific_journal-4585	18	1	this	this	DET
american_scientific_journal-4585	18	2	data	datum	NOUN
american_scientific_journal-4585	18	3	includes	include	VERB
american_scientific_journal-4585	18	4	large	large	ADJ
american_scientific_journal-4585	18	5	information	information	NOUN
american_scientific_journal-4585	18	6	in	in	ADP
american_scientific_journal-4585	18	7	different	different	ADJ
american_scientific_journal-4585	18	8	time	time	NOUN
american_scientific_journal-4585	18	9	lines	line	NOUN
american_scientific_journal-4585	18	10	where	where	SCONJ
american_scientific_journal-4585	18	11	standalone	standalone	ADJ
american_scientific_journal-4585	18	12	procedure	procedure	NOUN
american_scientific_journal-4585	18	13	must	must	AUX
american_scientific_journal-4585	18	14	be	be	AUX
american_scientific_journal-4585	18	15	started	start	VERB
american_scientific_journal-4585	18	16	for	for	ADP
american_scientific_journal-4585	18	17	extraction	extraction	NOUN
american_scientific_journal-4585	18	18	of	of	ADP
american_scientific_journal-4585	18	19	knowledge	knowledge	NOUN
american_scientific_journal-4585	18	20	from	from	ADP
american_scientific_journal-4585	18	21	this	this	DET
american_scientific_journal-4585	18	22	bulky	bulky	ADJ
american_scientific_journal-4585	18	23	data	datum	NOUN
american_scientific_journal-4585	18	24	.	.	PUNCT
american_scientific_journal-4585	19	1	the	the	DET
american_scientific_journal-4585	19	2	data	datum	NOUN
american_scientific_journal-4585	19	3	about	about	ADP
american_scientific_journal-4585	19	4	particular	particular	ADJ
american_scientific_journal-4585	19	5	observations	observation	NOUN
american_scientific_journal-4585	19	6	are	be	AUX
american_scientific_journal-4585	19	7	forming	form	VERB
american_scientific_journal-4585	19	8	a	a	DET
american_scientific_journal-4585	19	9	multi	multi	ADJ
american_scientific_journal-4585	19	10	-	-	ADJ
american_scientific_journal-4585	19	11	dimensional	dimensional	ADJ
american_scientific_journal-4585	19	12	database	database	NOUN
american_scientific_journal-4585	19	13	,	,	PUNCT
american_scientific_journal-4585	19	14	the	the	DET
american_scientific_journal-4585	19	15	same	same	ADJ
american_scientific_journal-4585	19	16	is	be	AUX
american_scientific_journal-4585	19	17	abstracted	abstract	VERB
american_scientific_journal-4585	19	18	with	with	ADP
american_scientific_journal-4585	19	19	data	datum	NOUN
american_scientific_journal-4585	19	20	outline	outline	NOUN
american_scientific_journal-4585	19	21	.	.	PUNCT
american_scientific_journal-4585	20	1	in	in	ADP
american_scientific_journal-4585	20	2	this	this	DET
american_scientific_journal-4585	20	3	study	study	NOUN
american_scientific_journal-4585	20	4	,	,	PUNCT
american_scientific_journal-4585	20	5	we	we	PRON
american_scientific_journal-4585	20	6	have	have	AUX
american_scientific_journal-4585	20	7	discussed	discuss	VERB
american_scientific_journal-4585	20	8	the	the	DET
american_scientific_journal-4585	20	9	possibility	possibility	NOUN
american_scientific_journal-4585	20	10	of	of	ADP
american_scientific_journal-4585	20	11	classification	classification	NOUN
american_scientific_journal-4585	20	12	process	process	NOUN
american_scientific_journal-4585	20	13	on	on	ADP
american_scientific_journal-4585	20	14	this	this	DET
american_scientific_journal-4585	20	15	database	database	NOUN
american_scientific_journal-4585	20	16	.	.	PUNCT
american_scientific_journal-4585	21	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-4585	22	1	*	*	PUNCT
american_scientific_journal-4585	22	2	corresponding	correspond	VERB
american_scientific_journal-4585	22	3	author	author	NOUN
american_scientific_journal-4585	22	4	.	.	PUNCT
american_scientific_journal-4585	23	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-4585	23	2	american	american	PROPN
american_scientific_journal-4585	23	3	scientific	scientific	PROPN
american_scientific_journal-4585	23	4	research	research	NOUN
american_scientific_journal-4585	23	5	journal	journal	NOUN
american_scientific_journal-4585	23	6	for	for	ADP
american_scientific_journal-4585	23	7	engineering	engineering	NOUN
american_scientific_journal-4585	23	8	,	,	PUNCT
american_scientific_journal-4585	23	9	technology	technology	NOUN
american_scientific_journal-4585	23	10	,	,	PUNCT
american_scientific_journal-4585	23	11	and	and	CCONJ
american_scientific_journal-4585	23	12	sciences	science	NOUN
american_scientific_journal-4585	23	13	(	(	PUNCT
american_scientific_journal-4585	23	14	asrjets	asrjet	NOUN
american_scientific_journal-4585	23	15	)	)	PUNCT
american_scientific_journal-4585	23	16	(	(	PUNCT
american_scientific_journal-4585	23	17	2019	2019	NUM
american_scientific_journal-4585	23	18	)	)	PUNCT
american_scientific_journal-4585	23	19	volume	volume	NOUN
american_scientific_journal-4585	23	20	51	51	NUM
american_scientific_journal-4585	23	21	,	,	PUNCT
american_scientific_journal-4585	23	22	no	no	DET
american_scientific_journal-4585	23	23	1	1	NUM
american_scientific_journal-4585	23	24	,	,	PUNCT
american_scientific_journal-4585	23	25	pp	pp	ADV
american_scientific_journal-4585	23	26	38	38	NUM
american_scientific_journal-4585	23	27	-	-	SYM
american_scientific_journal-4585	23	28	46	46	NUM
american_scientific_journal-4585	23	29	39	39	NUM
american_scientific_journal-4585	23	30	assuming	assume	VERB
american_scientific_journal-4585	23	31	the	the	DET
american_scientific_journal-4585	23	32	existence	existence	NOUN
american_scientific_journal-4585	23	33	of	of	ADP
american_scientific_journal-4585	23	34	reasonable	reasonable	ADJ
american_scientific_journal-4585	23	35	observation	observation	NOUN
american_scientific_journal-4585	23	36	in	in	ADP
american_scientific_journal-4585	23	37	this	this	DET
american_scientific_journal-4585	23	38	database	database	NOUN
american_scientific_journal-4585	23	39	,	,	PUNCT
american_scientific_journal-4585	23	40	the	the	DET
american_scientific_journal-4585	23	41	randomness	randomness	NOUN
american_scientific_journal-4585	23	42	of	of	ADP
american_scientific_journal-4585	23	43	the	the	DET
american_scientific_journal-4585	23	44	observations	observation	NOUN
american_scientific_journal-4585	23	45	is	be	AUX
american_scientific_journal-4585	23	46	causing	cause	VERB
american_scientific_journal-4585	23	47	a	a	DET
american_scientific_journal-4585	23	48	drawback	drawback	NOUN
american_scientific_journal-4585	23	49	while	while	SCONJ
american_scientific_journal-4585	23	50	clustering	cluster	VERB
american_scientific_journal-4585	23	51	the	the	DET
american_scientific_journal-4585	23	52	data	datum	NOUN
american_scientific_journal-4585	23	53	.	.	PUNCT
american_scientific_journal-4585	24	1	in	in	ADP
american_scientific_journal-4585	24	2	attempts	attempt	NOUN
american_scientific_journal-4585	24	3	to	to	PART
american_scientific_journal-4585	24	4	tackle	tackle	VERB
american_scientific_journal-4585	24	5	this	this	DET
american_scientific_journal-4585	24	6	difficulty	difficulty	NOUN
american_scientific_journal-4585	24	7	,	,	PUNCT
american_scientific_journal-4585	24	8	a	a	DET
american_scientific_journal-4585	24	9	rudest	rudest	ADJ
american_scientific_journal-4585	24	10	decision	decision	NOUN
american_scientific_journal-4585	24	11	rule	rule	NOUN
american_scientific_journal-4585	24	12	algorithm	algorithm	NOUN
american_scientific_journal-4585	24	13	is	be	AUX
american_scientific_journal-4585	24	14	proposed	propose	VERB
american_scientific_journal-4585	24	15	based	base	VERB
american_scientific_journal-4585	24	16	on	on	ADP
american_scientific_journal-4585	24	17	the	the	DET
american_scientific_journal-4585	24	18	truncation	truncation	NOUN
american_scientific_journal-4585	24	19	principle	principle	NOUN
american_scientific_journal-4585	24	20	.	.	PUNCT
american_scientific_journal-4585	25	1	however	however	ADV
american_scientific_journal-4585	25	2	,	,	PUNCT
american_scientific_journal-4585	25	3	the	the	DET
american_scientific_journal-4585	25	4	performance	performance	NOUN
american_scientific_journal-4585	25	5	of	of	ADP
american_scientific_journal-4585	25	6	the	the	DET
american_scientific_journal-4585	25	7	classification	classification	NOUN
american_scientific_journal-4585	25	8	is	be	AUX
american_scientific_journal-4585	25	9	enhanced	enhance	VERB
american_scientific_journal-4585	25	10	to	to	PART
american_scientific_journal-4585	25	11	be	be	AUX
american_scientific_journal-4585	25	12	double	double	ADJ
american_scientific_journal-4585	25	13	than	than	SCONJ
american_scientific_journal-4585	25	14	it	it	PRON
american_scientific_journal-4585	25	15	was	be	AUX
american_scientific_journal-4585	25	16	before	before	ADP
american_scientific_journal-4585	25	17	[	[	X
american_scientific_journal-4585	25	18	1	1	NUM
american_scientific_journal-4585	25	19	]	]	PUNCT
american_scientific_journal-4585	25	20	.	.	PUNCT
american_scientific_journal-4585	26	1	the	the	DET
american_scientific_journal-4585	26	2	performance	performance	NOUN
american_scientific_journal-4585	26	3	of	of	ADP
american_scientific_journal-4585	26	4	clustering	clustering	NOUN
american_scientific_journal-4585	26	5	can	can	AUX
american_scientific_journal-4585	26	6	be	be	AUX
american_scientific_journal-4585	26	7	measured	measure	VERB
american_scientific_journal-4585	26	8	by	by	ADP
american_scientific_journal-4585	26	9	using	use	VERB
american_scientific_journal-4585	26	10	the	the	DET
american_scientific_journal-4585	26	11	linear	linear	ADJ
american_scientific_journal-4585	26	12	algebra	algebra	NOUN
american_scientific_journal-4585	26	13	,	,	PUNCT
american_scientific_journal-4585	26	14	it	it	PRON
american_scientific_journal-4585	26	15	is	be	AUX
american_scientific_journal-4585	26	16	usually	usually	ADV
american_scientific_journal-4585	26	17	made	make	VERB
american_scientific_journal-4585	26	18	a	a	DET
american_scientific_journal-4585	26	19	good	good	ADJ
american_scientific_journal-4585	26	20	metric	metric	NOUN
american_scientific_journal-4585	26	21	of	of	ADP
american_scientific_journal-4585	26	22	performance	performance	NOUN
american_scientific_journal-4585	26	23	of	of	ADP
american_scientific_journal-4585	26	24	the	the	DET
american_scientific_journal-4585	26	25	clustering	clustering	NOUN
american_scientific_journal-4585	26	26	of	of	ADP
american_scientific_journal-4585	26	27	text	text	NOUN
american_scientific_journal-4585	26	28	.	.	PUNCT
american_scientific_journal-4585	27	1	the	the	DET
american_scientific_journal-4585	27	2	quality	quality	NOUN
american_scientific_journal-4585	27	3	of	of	ADP
american_scientific_journal-4585	27	4	clustering	clustering	NOUN
american_scientific_journal-4585	27	5	was	be	AUX
american_scientific_journal-4585	27	6	described	describe	VERB
american_scientific_journal-4585	27	7	in	in	ADP
american_scientific_journal-4585	27	8	this	this	DET
american_scientific_journal-4585	27	9	article	article	NOUN
american_scientific_journal-4585	27	10	.	.	PUNCT
american_scientific_journal-4585	28	1	the	the	DET
american_scientific_journal-4585	28	2	linear	linear	PROPN
american_scientific_journal-4585	28	3	algebra	algebra	PROPN
american_scientific_journal-4585	28	4	method	method	VERB
american_scientific_journal-4585	28	5	the	the	DET
american_scientific_journal-4585	28	6	measure	measure	NOUN
american_scientific_journal-4585	28	7	the	the	DET
american_scientific_journal-4585	28	8	performance	performance	NOUN
american_scientific_journal-4585	28	9	on	on	ADP
american_scientific_journal-4585	28	10	clustering	clustering	NOUN
american_scientific_journal-4585	28	11	is	be	AUX
american_scientific_journal-4585	28	12	underlie	underlie	ADJ
american_scientific_journal-4585	28	13	by	by	ADP
american_scientific_journal-4585	28	14	the	the	DET
american_scientific_journal-4585	28	15	fact	fact	NOUN
american_scientific_journal-4585	28	16	the	the	DET
american_scientific_journal-4585	28	17	more	more	ADV
american_scientific_journal-4585	28	18	none	none	NOUN
american_scientific_journal-4585	28	19	-	-	PUNCT
american_scientific_journal-4585	28	20	similar	similar	ADJ
american_scientific_journal-4585	28	21	objects	object	NOUN
american_scientific_journal-4585	28	22	(	(	PUNCT
american_scientific_journal-4585	28	23	points	point	NOUN
american_scientific_journal-4585	28	24	)	)	PUNCT
american_scientific_journal-4585	28	25	under	under	ADP
american_scientific_journal-4585	28	26	the	the	DET
american_scientific_journal-4585	28	27	same	same	ADJ
american_scientific_journal-4585	28	28	cluster	cluster	NOUN
american_scientific_journal-4585	28	29	is	be	AUX
american_scientific_journal-4585	28	30	directly	directly	ADV
american_scientific_journal-4585	28	31	lead	lead	ADJ
american_scientific_journal-4585	28	32	to	to	ADP
american_scientific_journal-4585	28	33	performance	performance	NOUN
american_scientific_journal-4585	28	34	disorder	disorder	NOUN
american_scientific_journal-4585	28	35	.	.	PUNCT
american_scientific_journal-4585	29	1	in	in	ADP
american_scientific_journal-4585	29	2	other	other	ADJ
american_scientific_journal-4585	29	3	words	word	NOUN
american_scientific_journal-4585	29	4	,	,	PUNCT
american_scientific_journal-4585	29	5	the	the	DET
american_scientific_journal-4585	29	6	differences	difference	NOUN
american_scientific_journal-4585	29	7	in	in	ADP
american_scientific_journal-4585	29	8	the	the	DET
american_scientific_journal-4585	29	9	particular	particular	ADJ
american_scientific_journal-4585	29	10	cluster	cluster	NOUN
american_scientific_journal-4585	29	11	points	point	NOUN
american_scientific_journal-4585	29	12	is	be	AUX
american_scientific_journal-4585	29	13	proportional	proportional	ADJ
american_scientific_journal-4585	29	14	to	to	ADP
american_scientific_journal-4585	29	15	the	the	DET
american_scientific_journal-4585	29	16	quality	quality	NOUN
american_scientific_journal-4585	29	17	of	of	ADP
american_scientific_journal-4585	29	18	clustering	clustering	NOUN
american_scientific_journal-4585	29	19	.	.	PUNCT
american_scientific_journal-4585	30	1	measuring	measure	VERB
american_scientific_journal-4585	30	2	the	the	DET
american_scientific_journal-4585	30	3	clustering	clustering	NOUN
american_scientific_journal-4585	30	4	overlapping	overlap	VERB
american_scientific_journal-4585	30	5	across	across	ADP
american_scientific_journal-4585	30	6	the	the	DET
american_scientific_journal-4585	30	7	entire	entire	ADJ
american_scientific_journal-4585	30	8	clusters	cluster	NOUN
american_scientific_journal-4585	30	9	is	be	AUX
american_scientific_journal-4585	30	10	counted	count	VERB
american_scientific_journal-4585	30	11	by	by	ADP
american_scientific_journal-4585	30	12	summation	summation	NOUN
american_scientific_journal-4585	30	13	of	of	ADP
american_scientific_journal-4585	30	14	the	the	DET
american_scientific_journal-4585	30	15	individual	individual	ADJ
american_scientific_journal-4585	30	16	metric	metric	NOUN
american_scientific_journal-4585	30	17	of	of	ADP
american_scientific_journal-4585	30	18	each	each	DET
american_scientific_journal-4585	30	19	cluster	cluster	NOUN
american_scientific_journal-4585	30	20	in	in	ADP
american_scientific_journal-4585	30	21	the	the	DET
american_scientific_journal-4585	30	22	project	project	NOUN
american_scientific_journal-4585	30	23	.	.	PUNCT
american_scientific_journal-4585	31	1	in	in	ADP
american_scientific_journal-4585	31	2	some	some	DET
american_scientific_journal-4585	31	3	cases	case	NOUN
american_scientific_journal-4585	31	4	where	where	SCONJ
american_scientific_journal-4585	31	5	random	random	ADJ
american_scientific_journal-4585	31	6	clustering	clustering	NOUN
american_scientific_journal-4585	31	7	is	be	AUX
american_scientific_journal-4585	31	8	taking	take	VERB
american_scientific_journal-4585	31	9	over	over	ADP
american_scientific_journal-4585	31	10	the	the	DET
american_scientific_journal-4585	31	11	project	project	NOUN
american_scientific_journal-4585	31	12	,	,	PUNCT
american_scientific_journal-4585	31	13	the	the	DET
american_scientific_journal-4585	31	14	metric	metric	NOUN
american_scientific_journal-4585	31	15	of	of	ADP
american_scientific_journal-4585	31	16	clustering	clustering	ADJ
american_scientific_journal-4585	31	17	quality	quality	NOUN
american_scientific_journal-4585	31	18	is	be	AUX
american_scientific_journal-4585	31	19	difficult	difficult	ADJ
american_scientific_journal-4585	31	20	to	to	PART
american_scientific_journal-4585	31	21	be	be	AUX
american_scientific_journal-4585	31	22	obtained	obtain	VERB
american_scientific_journal-4585	31	23	,	,	PUNCT
american_scientific_journal-4585	31	24	due	due	ADP
american_scientific_journal-4585	31	25	to	to	ADP
american_scientific_journal-4585	31	26	that	that	PRON
american_scientific_journal-4585	31	27	,	,	PUNCT
american_scientific_journal-4585	31	28	some	some	DET
american_scientific_journal-4585	31	29	statistical	statistical	ADJ
american_scientific_journal-4585	31	30	calculations	calculation	NOUN
american_scientific_journal-4585	31	31	are	be	AUX
american_scientific_journal-4585	31	32	proved	prove	VERB
american_scientific_journal-4585	31	33	a	a	DET
american_scientific_journal-4585	31	34	noticeable	noticeable	ADJ
american_scientific_journal-4585	31	35	earthiness	earthiness	NOUN
american_scientific_journal-4585	31	36	in	in	ADP
american_scientific_journal-4585	31	37	this	this	DET
american_scientific_journal-4585	31	38	case	case	NOUN
american_scientific_journal-4585	31	39	,	,	PUNCT
american_scientific_journal-4585	31	40	the	the	DET
american_scientific_journal-4585	31	41	standard	standard	ADJ
american_scientific_journal-4585	31	42	deviation	deviation	NOUN
american_scientific_journal-4585	31	43	and	and	CCONJ
american_scientific_journal-4585	31	44	mean	mean	ADJ
american_scientific_journal-4585	31	45	square	square	ADJ
american_scientific_journal-4585	31	46	values	value	NOUN
american_scientific_journal-4585	31	47	are	be	AUX
american_scientific_journal-4585	31	48	the	the	DET
american_scientific_journal-4585	31	49	most	most	ADV
american_scientific_journal-4585	31	50	usable	usable	ADJ
american_scientific_journal-4585	31	51	approaches	approach	NOUN
american_scientific_journal-4585	31	52	in	in	ADP
american_scientific_journal-4585	31	53	this	this	DET
american_scientific_journal-4585	31	54	condition	condition	NOUN
american_scientific_journal-4585	31	55	.	.	PUNCT
american_scientific_journal-4585	32	1	such	such	ADJ
american_scientific_journal-4585	32	2	concept	concept	NOUN
american_scientific_journal-4585	32	3	of	of	ADP
american_scientific_journal-4585	32	4	clustering	clustering	ADJ
american_scientific_journal-4585	32	5	performance	performance	NOUN
american_scientific_journal-4585	32	6	is	be	AUX
american_scientific_journal-4585	32	7	known	know	VERB
american_scientific_journal-4585	32	8	as	as	ADP
american_scientific_journal-4585	32	9	standardized	standardized	ADJ
american_scientific_journal-4585	32	10	clustering	cluster	VERB
american_scientific_journal-4585	32	11	metric	metric	ADJ
american_scientific_journal-4585	32	12	[	[	X
american_scientific_journal-4585	32	13	2	2	NUM
american_scientific_journal-4585	32	14	]	]	PUNCT
american_scientific_journal-4585	32	15	.	.	PUNCT
american_scientific_journal-4585	33	1	at	at	ADP
american_scientific_journal-4585	33	2	[	[	X
american_scientific_journal-4585	33	3	3	3	NUM
american_scientific_journal-4585	33	4	]	]	PUNCT
american_scientific_journal-4585	33	5	,	,	PUNCT
american_scientific_journal-4585	33	6	the	the	DET
american_scientific_journal-4585	33	7	authors	author	NOUN
american_scientific_journal-4585	33	8	of	of	ADP
american_scientific_journal-4585	33	9	this	this	DET
american_scientific_journal-4585	33	10	study	study	NOUN
american_scientific_journal-4585	33	11	proposed	propose	VERB
american_scientific_journal-4585	33	12	a	a	DET
american_scientific_journal-4585	33	13	new	new	ADJ
american_scientific_journal-4585	33	14	approach	approach	NOUN
american_scientific_journal-4585	33	15	of	of	ADP
american_scientific_journal-4585	33	16	clustering	clustering	NOUN
american_scientific_journal-4585	33	17	that	that	PRON
american_scientific_journal-4585	33	18	is	be	AUX
american_scientific_journal-4585	33	19	called	call	VERB
american_scientific_journal-4585	33	20	a	a	DET
american_scientific_journal-4585	33	21	hierarchical	hierarchical	ADJ
american_scientific_journal-4585	33	22	clustering	clustering	NOUN
american_scientific_journal-4585	33	23	.	.	PUNCT
american_scientific_journal-4585	34	1	the	the	DET
american_scientific_journal-4585	34	2	hierarchical	hierarchical	ADJ
american_scientific_journal-4585	34	3	clustering	clustering	NOUN
american_scientific_journal-4585	34	4	is	be	AUX
american_scientific_journal-4585	34	5	proposed	propose	VERB
american_scientific_journal-4585	34	6	by	by	ADP
american_scientific_journal-4585	34	7	forming	form	VERB
american_scientific_journal-4585	34	8	a	a	DET
american_scientific_journal-4585	34	9	function	function	NOUN
american_scientific_journal-4585	34	10	called	call	VERB
american_scientific_journal-4585	34	11	objective	objective	ADJ
american_scientific_journal-4585	34	12	function	function	NOUN
american_scientific_journal-4585	34	13	that	that	PRON
american_scientific_journal-4585	34	14	is	be	AUX
american_scientific_journal-4585	34	15	directly	directly	ADV
american_scientific_journal-4585	34	16	dependent	dependent	ADJ
american_scientific_journal-4585	34	17	of	of	ADP
american_scientific_journal-4585	34	18	bayesian	bayesian	NOUN
american_scientific_journal-4585	34	19	analysis	analysis	NOUN
american_scientific_journal-4585	34	20	.	.	PUNCT
american_scientific_journal-4585	35	1	this	this	DET
american_scientific_journal-4585	35	2	model	model	NOUN
american_scientific_journal-4585	35	3	can	can	AUX
american_scientific_journal-4585	35	4	be	be	AUX
american_scientific_journal-4585	35	5	outlined	outline	VERB
american_scientific_journal-4585	35	6	as	as	ADP
american_scientific_journal-4585	35	7	portioning	portion	VERB
american_scientific_journal-4585	35	8	the	the	DET
american_scientific_journal-4585	35	9	data	datum	NOUN
american_scientific_journal-4585	35	10	into	into	ADP
american_scientific_journal-4585	35	11	several	several	ADJ
american_scientific_journal-4585	35	12	clusters	cluster	NOUN
american_scientific_journal-4585	35	13	where	where	SCONJ
american_scientific_journal-4585	35	14	each	each	DET
american_scientific_journal-4585	35	15	cluster	cluster	NOUN
american_scientific_journal-4585	35	16	forming	form	VERB
american_scientific_journal-4585	35	17	a	a	DET
american_scientific_journal-4585	35	18	hierarchical	hierarchical	ADJ
american_scientific_journal-4585	35	19	clustered	clustered	ADJ
american_scientific_journal-4585	35	20	data	datum	NOUN
american_scientific_journal-4585	35	21	.	.	PUNCT
american_scientific_journal-4585	36	1	the	the	DET
american_scientific_journal-4585	36	2	outcomes	outcome	NOUN
american_scientific_journal-4585	36	3	of	of	ADP
american_scientific_journal-4585	36	4	this	this	DET
american_scientific_journal-4585	36	5	study	study	NOUN
american_scientific_journal-4585	36	6	are	be	AUX
american_scientific_journal-4585	36	7	resultant	resultant	VERB
american_scientific_journal-4585	36	8	of	of	ADP
american_scientific_journal-4585	36	9	evenly	evenly	ADV
american_scientific_journal-4585	36	10	distributed	distribute	VERB
american_scientific_journal-4585	36	11	features	feature	NOUN
american_scientific_journal-4585	36	12	(	(	PUNCT
american_scientific_journal-4585	36	13	attributes	attribute	NOUN
american_scientific_journal-4585	36	14	)	)	PUNCT
american_scientific_journal-4585	36	15	amongst	amongst	ADP
american_scientific_journal-4585	36	16	the	the	DET
american_scientific_journal-4585	36	17	all	all	PRON
american_scientific_journal-4585	36	18	(	(	PUNCT
american_scientific_journal-4585	36	19	most	most	ADJ
american_scientific_journal-4585	36	20	)	)	PUNCT
american_scientific_journal-4585	36	21	clusters	cluster	NOUN
american_scientific_journal-4585	36	22	and	and	CCONJ
american_scientific_journal-4585	36	23	then	then	ADV
american_scientific_journal-4585	36	24	the	the	DET
american_scientific_journal-4585	36	25	level	level	NOUN
american_scientific_journal-4585	36	26	of	of	ADP
american_scientific_journal-4585	36	27	scattering	scattering	NOUN
american_scientific_journal-4585	36	28	is	be	AUX
american_scientific_journal-4585	36	29	reduced	reduce	VERB
american_scientific_journal-4585	36	30	.	.	PUNCT
american_scientific_journal-4585	37	1	each	each	DET
american_scientific_journal-4585	37	2	sub	sub	NOUN
american_scientific_journal-4585	37	3	-	-	NOUN
american_scientific_journal-4585	37	4	cluster	cluster	NOUN
american_scientific_journal-4585	37	5	in	in	ADP
american_scientific_journal-4585	37	6	this	this	DET
american_scientific_journal-4585	37	7	complex	complex	NOUN
american_scientific_journal-4585	37	8	is	be	AUX
american_scientific_journal-4585	37	9	represented	represent	VERB
american_scientific_journal-4585	37	10	a	a	DET
american_scientific_journal-4585	37	11	point	point	NOUN
american_scientific_journal-4585	37	12	(	(	PUNCT
american_scientific_journal-4585	37	13	node	node	NOUN
american_scientific_journal-4585	37	14	)	)	PUNCT
american_scientific_journal-4585	37	15	that	that	PRON
american_scientific_journal-4585	37	16	form	form	VERB
american_scientific_journal-4585	37	17	the	the	DET
american_scientific_journal-4585	37	18	entire	entire	ADJ
american_scientific_journal-4585	37	19	hierarchical	hierarchical	ADJ
american_scientific_journal-4585	37	20	structure	structure	NOUN
american_scientific_journal-4585	37	21	,	,	PUNCT
american_scientific_journal-4585	37	22	the	the	DET
american_scientific_journal-4585	37	23	features	feature	NOUN
american_scientific_journal-4585	37	24	are	be	AUX
american_scientific_journal-4585	37	25	uniformly	uniformly	ADV
american_scientific_journal-4585	37	26	distributed	distribute	VERB
american_scientific_journal-4585	37	27	among	among	ADP
american_scientific_journal-4585	37	28	those	those	DET
american_scientific_journal-4585	37	29	nodes	node	NOUN
american_scientific_journal-4585	37	30	.	.	PUNCT
american_scientific_journal-4585	38	1	classification	classification	NOUN
american_scientific_journal-4585	38	2	is	be	AUX
american_scientific_journal-4585	38	3	popular	popular	ADJ
american_scientific_journal-4585	38	4	terminology	terminology	NOUN
american_scientific_journal-4585	38	5	deployed	deploy	VERB
american_scientific_journal-4585	38	6	in	in	ADP
american_scientific_journal-4585	38	7	all	all	DET
american_scientific_journal-4585	38	8	data	datum	NOUN
american_scientific_journal-4585	38	9	mining	mining	NOUN
american_scientific_journal-4585	38	10	projects	project	NOUN
american_scientific_journal-4585	38	11	,	,	PUNCT
american_scientific_journal-4585	38	12	actually	actually	ADV
american_scientific_journal-4585	38	13	it	it	PRON
american_scientific_journal-4585	38	14	is	be	AUX
american_scientific_journal-4585	38	15	an	an	DET
american_scientific_journal-4585	38	16	algorithm	algorithm	NOUN
american_scientific_journal-4585	38	17	to	to	PART
american_scientific_journal-4585	38	18	perform	perform	VERB
american_scientific_journal-4585	38	19	essential	essential	ADJ
american_scientific_journal-4585	38	20	tasks	task	NOUN
american_scientific_journal-4585	38	21	in	in	ADP
american_scientific_journal-4585	38	22	data	data	NOUN
american_scientific_journal-4585	38	23	mining	mining	NOUN
american_scientific_journal-4585	38	24	projects	project	NOUN
american_scientific_journal-4585	38	25	.	.	PUNCT
american_scientific_journal-4585	39	1	many	many	ADJ
american_scientific_journal-4585	39	2	algorithms	algorithm	NOUN
american_scientific_journal-4585	39	3	are	be	AUX
american_scientific_journal-4585	39	4	associated	associate	VERB
american_scientific_journal-4585	39	5	with	with	ADP
american_scientific_journal-4585	39	6	classification	classification	NOUN
american_scientific_journal-4585	39	7	in	in	ADP
american_scientific_journal-4585	39	8	data	datum	NOUN
american_scientific_journal-4585	39	9	mining	mine	VERB
american_scientific_journal-4585	39	10	the	the	DET
american_scientific_journal-4585	39	11	supervised	supervised	ADJ
american_scientific_journal-4585	39	12	learning	learning	NOUN
american_scientific_journal-4585	39	13	algorithms	algorithm	NOUN
american_scientific_journal-4585	39	14	are	be	AUX
american_scientific_journal-4585	39	15	draws	draw	VERB
american_scientific_journal-4585	39	16	extra	extra	ADJ
american_scientific_journal-4585	39	17	attention	attention	NOUN
american_scientific_journal-4585	39	18	in	in	ADP
american_scientific_journal-4585	39	19	this	this	DET
american_scientific_journal-4585	39	20	field	field	NOUN
american_scientific_journal-4585	39	21	.	.	PUNCT
american_scientific_journal-4585	40	1	the	the	DET
american_scientific_journal-4585	40	2	noticeable	noticeable	ADJ
american_scientific_journal-4585	40	3	impact	impact	NOUN
american_scientific_journal-4585	40	4	of	of	ADP
american_scientific_journal-4585	40	5	data	datum	NOUN
american_scientific_journal-4585	40	6	mining	mining	NOUN
american_scientific_journal-4585	40	7	researches	research	VERB
american_scientific_journal-4585	40	8	lies	lie	VERB
american_scientific_journal-4585	40	9	on	on	ADP
american_scientific_journal-4585	40	10	their	their	PRON
american_scientific_journal-4585	40	11	ability	ability	NOUN
american_scientific_journal-4585	40	12	for	for	ADP
american_scientific_journal-4585	40	13	drawing	draw	VERB
american_scientific_journal-4585	40	14	the	the	DET
american_scientific_journal-4585	40	15	same	same	ADJ
american_scientific_journal-4585	40	16	performance	performance	NOUN
american_scientific_journal-4585	40	17	on	on	ADP
american_scientific_journal-4585	40	18	data	datum	NOUN
american_scientific_journal-4585	40	19	variation	variation	NOUN
american_scientific_journal-4585	40	20	,	,	PUNCT
american_scientific_journal-4585	40	21	as	as	SCONJ
american_scientific_journal-4585	40	22	data	data	NOUN
american_scientific_journal-4585	40	23	base	base	NOUN
american_scientific_journal-4585	40	24	content	content	NOUN
american_scientific_journal-4585	40	25	is	be	AUX
american_scientific_journal-4585	40	26	increasing	increase	VERB
american_scientific_journal-4585	40	27	the	the	DET
american_scientific_journal-4585	40	28	data	datum	NOUN
american_scientific_journal-4585	40	29	mining	mining	NOUN
american_scientific_journal-4585	40	30	algorithms	algorithm	NOUN
american_scientific_journal-4585	40	31	must	must	AUX
american_scientific_journal-4585	40	32	stand	stand	VERB
american_scientific_journal-4585	40	33	for	for	ADP
american_scientific_journal-4585	40	34	tolerating	tolerate	VERB
american_scientific_journal-4585	40	35	this	this	DET
american_scientific_journal-4585	40	36	variation	variation	NOUN
american_scientific_journal-4585	40	37	.	.	PUNCT
american_scientific_journal-4585	41	1	this	this	DET
american_scientific_journal-4585	41	2	concept	concept	NOUN
american_scientific_journal-4585	41	3	is	be	AUX
american_scientific_journal-4585	41	4	known	know	VERB
american_scientific_journal-4585	41	5	as	as	ADP
american_scientific_journal-4585	41	6	data	data	NOUN
american_scientific_journal-4585	41	7	mining	mining	NOUN
american_scientific_journal-4585	41	8	scalability	scalability	NOUN
american_scientific_journal-4585	41	9	where	where	SCONJ
american_scientific_journal-4585	41	10	data	datum	NOUN
american_scientific_journal-4585	41	11	base	base	NOUN
american_scientific_journal-4585	41	12	volume	volume	NOUN
american_scientific_journal-4585	41	13	is	be	AUX
american_scientific_journal-4585	41	14	increasing	increase	VERB
american_scientific_journal-4585	41	15	with	with	ADP
american_scientific_journal-4585	41	16	time	time	NOUN
american_scientific_journal-4585	41	17	which	which	PRON
american_scientific_journal-4585	41	18	is	be	AUX
american_scientific_journal-4585	41	19	opposed	oppose	VERB
american_scientific_journal-4585	41	20	to	to	ADP
american_scientific_journal-4585	41	21	the	the	DET
american_scientific_journal-4585	41	22	algorithm	algorithm	NOUN
american_scientific_journal-4585	41	23	regime	regime	NOUN
american_scientific_journal-4585	41	24	,	,	PUNCT
american_scientific_journal-4585	41	25	scalability	scalability	NOUN
american_scientific_journal-4585	41	26	is	be	AUX
american_scientific_journal-4585	41	27	key	key	ADJ
american_scientific_journal-4585	41	28	feature	feature	NOUN
american_scientific_journal-4585	41	29	of	of	ADP
american_scientific_journal-4585	41	30	data	datum	NOUN
american_scientific_journal-4585	41	31	mining	mining	NOUN
american_scientific_journal-4585	41	32	technologies	technology	NOUN
american_scientific_journal-4585	41	33	(	(	PUNCT
american_scientific_journal-4585	41	34	4	4	NUM
american_scientific_journal-4585	41	35	)	)	PUNCT
american_scientific_journal-4585	41	36	.	.	PUNCT
american_scientific_journal-4585	42	1	the	the	DET
american_scientific_journal-4585	42	2	cancer	cancer	NOUN
american_scientific_journal-4585	42	3	data	datum	NOUN
american_scientific_journal-4585	42	4	can	can	AUX
american_scientific_journal-4585	42	5	form	form	VERB
american_scientific_journal-4585	42	6	two	two	NUM
american_scientific_journal-4585	42	7	-	-	PUNCT
american_scientific_journal-4585	42	8	dimensional	dimensional	ADJ
american_scientific_journal-4585	42	9	database	database	NOUN
american_scientific_journal-4585	42	10	as	as	SCONJ
american_scientific_journal-4585	42	11	it	it	PRON
american_scientific_journal-4585	42	12	has	have	VERB
american_scientific_journal-4585	42	13	too	too	ADV
american_scientific_journal-4585	42	14	many	many	ADJ
american_scientific_journal-4585	42	15	features	feature	NOUN
american_scientific_journal-4585	42	16	that	that	PRON
american_scientific_journal-4585	42	17	is	be	AUX
american_scientific_journal-4585	42	18	recorded	record	VERB
american_scientific_journal-4585	42	19	for	for	ADP
american_scientific_journal-4585	42	20	long	long	ADJ
american_scientific_journal-4585	42	21	time	time	NOUN
american_scientific_journal-4585	42	22	in	in	ADP
american_scientific_journal-4585	42	23	cancer	cancer	NOUN
american_scientific_journal-4585	42	24	investigation	investigation	NOUN
american_scientific_journal-4585	42	25	process	process	NOUN
american_scientific_journal-4585	42	26	which	which	PRON
american_scientific_journal-4585	42	27	is	be	AUX
american_scientific_journal-4585	42	28	the	the	DET
american_scientific_journal-4585	42	29	only	only	ADJ
american_scientific_journal-4585	42	30	reference	reference	NOUN
american_scientific_journal-4585	42	31	for	for	ADP
american_scientific_journal-4585	42	32	forming	form	VERB
american_scientific_journal-4585	42	33	the	the	DET
american_scientific_journal-4585	42	34	cancer	cancer	NOUN
american_scientific_journal-4585	42	35	database	database	NOUN
american_scientific_journal-4585	42	36	.	.	PUNCT
american_scientific_journal-4585	43	1	due	due	ADP
american_scientific_journal-4585	43	2	to	to	ADP
american_scientific_journal-4585	43	3	their	their	PRON
american_scientific_journal-4585	43	4	large	large	ADJ
american_scientific_journal-4585	43	5	volume	volume	NOUN
american_scientific_journal-4585	43	6	.	.	PUNCT
american_scientific_journal-4585	44	1	clustering	clustering	NOUN
american_scientific_journal-4585	44	2	and	and	CCONJ
american_scientific_journal-4585	44	3	data	datum	NOUN
american_scientific_journal-4585	44	4	classification	classification	NOUN
american_scientific_journal-4585	44	5	are	be	AUX
american_scientific_journal-4585	44	6	essential	essential	ADJ
american_scientific_journal-4585	44	7	point	point	NOUN
american_scientific_journal-4585	44	8	for	for	ADP
american_scientific_journal-4585	44	9	data	datum	NOUN
american_scientific_journal-4585	44	10	mining	mining	NOUN
american_scientific_journal-4585	44	11	due	due	ADP
american_scientific_journal-4585	44	12	to	to	ADP
american_scientific_journal-4585	44	13	heavy	heavy	ADJ
american_scientific_journal-4585	44	14	volume	volume	NOUN
american_scientific_journal-4585	44	15	of	of	ADP
american_scientific_journal-4585	44	16	data	datum	NOUN
american_scientific_journal-4585	44	17	.	.	PUNCT
american_scientific_journal-4585	45	1	in	in	ADP
american_scientific_journal-4585	45	2	this	this	DET
american_scientific_journal-4585	45	3	project	project	NOUN
american_scientific_journal-4585	45	4	,	,	PUNCT
american_scientific_journal-4585	45	5	we	we	PRON
american_scientific_journal-4585	45	6	are	be	AUX
american_scientific_journal-4585	45	7	going	go	VERB
american_scientific_journal-4585	45	8	to	to	PART
american_scientific_journal-4585	45	9	establish	establish	VERB
american_scientific_journal-4585	45	10	a	a	DET
american_scientific_journal-4585	45	11	software	software	NOUN
american_scientific_journal-4585	45	12	for	for	ADP
american_scientific_journal-4585	45	13	classification	classification	NOUN
american_scientific_journal-4585	45	14	of	of	ADP
american_scientific_journal-4585	45	15	cancer	cancer	NOUN
american_scientific_journal-4585	45	16	data	datum	NOUN
american_scientific_journal-4585	45	17	by	by	ADP
american_scientific_journal-4585	45	18	using	use	VERB
american_scientific_journal-4585	45	19	matlab	matlab	PROPN
american_scientific_journal-4585	45	20	running	run	VERB
american_scientific_journal-4585	45	21	in	in	ADP
american_scientific_journal-4585	45	22	environments	environment	NOUN
american_scientific_journal-4585	45	23	of	of	ADP
american_scientific_journal-4585	45	24	windows	windows	PROPN
american_scientific_journal-4585	45	25	operation	operation	NOUN
american_scientific_journal-4585	45	26	system	system	NOUN
american_scientific_journal-4585	45	27	.	.	PUNCT
american_scientific_journal-4585	46	1	weka	weka	PROPN
american_scientific_journal-4585	46	2	function	function	PROPN
american_scientific_journal-4585	46	3	will	will	AUX
american_scientific_journal-4585	46	4	be	be	AUX
american_scientific_journal-4585	46	5	ordered	order	VERB
american_scientific_journal-4585	46	6	in	in	ADP
american_scientific_journal-4585	46	7	matlab	matlab	PROPN
american_scientific_journal-4585	46	8	routine	routine	NOUN
american_scientific_journal-4585	46	9	for	for	ADP
american_scientific_journal-4585	46	10	classification	classification	NOUN
american_scientific_journal-4585	46	11	methods	method	NOUN
american_scientific_journal-4585	46	12	such	such	ADJ
american_scientific_journal-4585	46	13	as	as	ADP
american_scientific_journal-4585	46	14	(	(	PUNCT
american_scientific_journal-4585	46	15	decision	decision	NOUN
american_scientific_journal-4585	46	16	tree	tree	NOUN
american_scientific_journal-4585	46	17	,	,	PUNCT
american_scientific_journal-4585	46	18	neural	neural	ADJ
american_scientific_journal-4585	46	19	network	network	NOUN
american_scientific_journal-4585	46	20	,	,	PUNCT
american_scientific_journal-4585	46	21	bayesian	bayesian	NOUN
american_scientific_journal-4585	46	22	network	network	NOUN
american_scientific_journal-4585	46	23	,	,	PUNCT
american_scientific_journal-4585	46	24	k	k	NOUN
american_scientific_journal-4585	46	25	-	-	PUNCT
american_scientific_journal-4585	46	26	nearest	near	ADJ
american_scientific_journal-4585	46	27	neighbor	neighbor	NOUN
american_scientific_journal-4585	46	28	algorithm	algorithm	NOUN
american_scientific_journal-4585	46	29	,	,	PUNCT
american_scientific_journal-4585	46	30	dnf	dnf	PROPN
american_scientific_journal-4585	46	31	rules	rule	NOUN
american_scientific_journal-4585	46	32	,	,	PUNCT
american_scientific_journal-4585	46	33	genetic	genetic	ADJ
american_scientific_journal-4585	46	34	algorithm	algorithm	NOUN
american_scientific_journal-4585	46	35	,	,	PUNCT
american_scientific_journal-4585	46	36	fuzzy	fuzzy	ADJ
american_scientific_journal-4585	46	37	and	and	CCONJ
american_scientific_journal-4585	46	38	rough	rough	ADJ
american_scientific_journal-4585	46	39	sets	set	NOUN
american_scientific_journal-4585	46	40	)	)	PUNCT
american_scientific_journal-4585	46	41	implementations	implementation	NOUN
american_scientific_journal-4585	46	42	.	.	PUNCT
american_scientific_journal-4585	47	1	the	the	DET
american_scientific_journal-4585	47	2	performance	performance	NOUN
american_scientific_journal-4585	47	3	of	of	ADP
american_scientific_journal-4585	47	4	classification	classification	NOUN
american_scientific_journal-4585	47	5	methods	method	NOUN
american_scientific_journal-4585	47	6	will	will	AUX
american_scientific_journal-4585	47	7	be	be	AUX
american_scientific_journal-4585	47	8	analyzed	analyze	VERB
american_scientific_journal-4585	47	9	extensively	extensively	ADV
american_scientific_journal-4585	47	10	using	use	VERB
american_scientific_journal-4585	47	11	weka	weka	NOUN
american_scientific_journal-4585	47	12	function	function	VERB
american_scientific_journal-4585	47	13	in	in	ADP
american_scientific_journal-4585	47	14	order	order	NOUN
american_scientific_journal-4585	47	15	to	to	PART
american_scientific_journal-4585	47	16	obtain	obtain	VERB
american_scientific_journal-4585	47	17	efficient	efficient	ADJ
american_scientific_journal-4585	47	18	paradigm	paradigm	NOUN
american_scientific_journal-4585	47	19	for	for	ADP
american_scientific_journal-4585	47	20	cancer	cancer	NOUN
american_scientific_journal-4585	47	21	data	datum	NOUN
american_scientific_journal-4585	47	22	clustering	cluster	VERB
american_scientific_journal-4585	47	23	.	.	PUNCT
american_scientific_journal-4585	48	1	using	use	VERB
american_scientific_journal-4585	48	2	of	of	ADP
american_scientific_journal-4585	48	3	multi	multi	ADJ
american_scientific_journal-4585	48	4	-	-	ADJ
american_scientific_journal-4585	48	5	dimensional	dimensional	ADJ
american_scientific_journal-4585	48	6	databases	database	NOUN
american_scientific_journal-4585	48	7	of	of	ADP
american_scientific_journal-4585	48	8	cancer	cancer	NOUN
american_scientific_journal-4585	48	9	,	,	PUNCT
american_scientific_journal-4585	48	10	we	we	PRON
american_scientific_journal-4585	48	11	can	can	AUX
american_scientific_journal-4585	48	12	test	test	VERB
american_scientific_journal-4585	48	13	the	the	DET
american_scientific_journal-4585	48	14	exact	exact	ADJ
american_scientific_journal-4585	48	15	performance	performance	NOUN
american_scientific_journal-4585	48	16	of	of	ADP
american_scientific_journal-4585	48	17	the	the	DET
american_scientific_journal-4585	48	18	classification	classification	NOUN
american_scientific_journal-4585	48	19	system	system	NOUN
american_scientific_journal-4585	48	20	.	.	PUNCT
american_scientific_journal-4585	49	1	multiple	multiple	ADJ
american_scientific_journal-4585	49	2	tests	test	NOUN
american_scientific_journal-4585	49	3	will	will	AUX
american_scientific_journal-4585	49	4	be	be	AUX
american_scientific_journal-4585	49	5	used	use	VERB
american_scientific_journal-4585	49	6	on	on	ADP
american_scientific_journal-4585	49	7	the	the	DET
american_scientific_journal-4585	49	8	paradigm	paradigm	NOUN
american_scientific_journal-4585	49	9	for	for	ADP
american_scientific_journal-4585	49	10	deriving	derive	VERB
american_scientific_journal-4585	49	11	the	the	DET
american_scientific_journal-4585	49	12	level	level	NOUN
american_scientific_journal-4585	49	13	of	of	ADP
american_scientific_journal-4585	49	14	performance	performance	NOUN
american_scientific_journal-4585	49	15	on	on	ADP
american_scientific_journal-4585	49	16	practical	practical	ADJ
american_scientific_journal-4585	49	17	situation	situation	NOUN
american_scientific_journal-4585	49	18	.	.	PUNCT
american_scientific_journal-4585	50	1	2	2	X
american_scientific_journal-4585	50	2	.	.	X
american_scientific_journal-4585	50	3	pca	pca	NOUN
american_scientific_journal-4585	50	4	algorithm	algorithm	PROPN
american_scientific_journal-4585	50	5	one	one	NUM
american_scientific_journal-4585	50	6	of	of	ADP
american_scientific_journal-4585	50	7	the	the	DET
american_scientific_journal-4585	50	8	classical	classical	ADJ
american_scientific_journal-4585	50	9	methods	method	NOUN
american_scientific_journal-4585	50	10	for	for	ADP
american_scientific_journal-4585	50	11	performing	perform	VERB
american_scientific_journal-4585	50	12	the	the	DET
american_scientific_journal-4585	50	13	clustering	clustering	NOUN
american_scientific_journal-4585	50	14	in	in	ADP
american_scientific_journal-4585	50	15	big	big	ADJ
american_scientific_journal-4585	50	16	data	datum	NOUN
american_scientific_journal-4585	50	17	is	be	AUX
american_scientific_journal-4585	50	18	using	use	VERB
american_scientific_journal-4585	50	19	the	the	DET
american_scientific_journal-4585	50	20	principal	principal	ADJ
american_scientific_journal-4585	50	21	component	component	NOUN
american_scientific_journal-4585	50	22	analysis	analysis	NOUN
american_scientific_journal-4585	50	23	pca	pca	PROPN
american_scientific_journal-4585	50	24	,	,	PUNCT
american_scientific_journal-4585	50	25	however	however	ADV
american_scientific_journal-4585	50	26	,	,	PUNCT
american_scientific_journal-4585	50	27	this	this	DET
american_scientific_journal-4585	50	28	algorithm	algorithm	NOUN
american_scientific_journal-4585	50	29	is	be	AUX
american_scientific_journal-4585	50	30	working	work	VERB
american_scientific_journal-4585	50	31	on	on	ADP
american_scientific_journal-4585	50	32	the	the	DET
american_scientific_journal-4585	50	33	visualization	visualization	NOUN
american_scientific_journal-4585	50	34	bases	basis	NOUN
american_scientific_journal-4585	50	35	where	where	SCONJ
american_scientific_journal-4585	50	36	the	the	DET
american_scientific_journal-4585	50	37	data	data	NOUN
american_scientific_journal-4585	50	38	points	point	VERB
american_scientific_journal-4585	50	39	in	in	ADP
american_scientific_journal-4585	50	40	the	the	DET
american_scientific_journal-4585	50	41	database	database	NOUN
american_scientific_journal-4585	50	42	are	be	AUX
american_scientific_journal-4585	50	43	american	american	ADJ
american_scientific_journal-4585	50	44	scientific	scientific	ADJ
american_scientific_journal-4585	50	45	research	research	NOUN
american_scientific_journal-4585	50	46	journal	journal	NOUN
american_scientific_journal-4585	50	47	for	for	ADP
american_scientific_journal-4585	50	48	engineering	engineering	NOUN
american_scientific_journal-4585	50	49	,	,	PUNCT
american_scientific_journal-4585	50	50	technology	technology	NOUN
american_scientific_journal-4585	50	51	,	,	PUNCT
american_scientific_journal-4585	50	52	and	and	CCONJ
american_scientific_journal-4585	50	53	sciences	science	NOUN
american_scientific_journal-4585	50	54	(	(	PUNCT
american_scientific_journal-4585	50	55	asrjets	asrjet	NOUN
american_scientific_journal-4585	50	56	)	)	PUNCT
american_scientific_journal-4585	50	57	(	(	PUNCT
american_scientific_journal-4585	50	58	2019	2019	NUM
american_scientific_journal-4585	50	59	)	)	PUNCT
american_scientific_journal-4585	50	60	volume	volume	NOUN
american_scientific_journal-4585	50	61	51	51	NUM
american_scientific_journal-4585	50	62	,	,	PUNCT
american_scientific_journal-4585	50	63	no	no	DET
american_scientific_journal-4585	50	64	1	1	NUM
american_scientific_journal-4585	50	65	,	,	PUNCT
american_scientific_journal-4585	50	66	pp	pp	ADV
american_scientific_journal-4585	50	67	38	38	NUM
american_scientific_journal-4585	50	68	-	-	SYM
american_scientific_journal-4585	50	69	46	46	NUM
american_scientific_journal-4585	50	70	40	40	NUM
american_scientific_journal-4585	50	71	plotted	plot	VERB
american_scientific_journal-4585	50	72	in	in	ADP
american_scientific_journal-4585	50	73	three	three	NUM
american_scientific_journal-4585	50	74	-	-	PUNCT
american_scientific_journal-4585	50	75	dimensional	dimensional	ADJ
american_scientific_journal-4585	50	76	axis	axis	NOUN
american_scientific_journal-4585	50	77	where	where	SCONJ
american_scientific_journal-4585	50	78	the	the	DET
american_scientific_journal-4585	50	79	analyst	analyst	NOUN
american_scientific_journal-4585	50	80	can	can	AUX
american_scientific_journal-4585	50	81	virtually	virtually	ADV
american_scientific_journal-4585	50	82	distinguish	distinguish	VERB
american_scientific_journal-4585	50	83	the	the	DET
american_scientific_journal-4585	50	84	data	data	NOUN
american_scientific_journal-4585	50	85	pattern	pattern	NOUN
american_scientific_journal-4585	50	86	.	.	PUNCT
american_scientific_journal-4585	51	1	for	for	ADP
american_scientific_journal-4585	51	2	the	the	DET
american_scientific_journal-4585	51	3	data	datum	NOUN
american_scientific_journal-4585	51	4	set	set	VERB
american_scientific_journal-4585	51	5	of	of	ADP
american_scientific_journal-4585	51	6	s	s	PROPN
american_scientific_journal-4585	51	7	,	,	PUNCT
american_scientific_journal-4585	51	8	the	the	DET
american_scientific_journal-4585	51	9	linear	linear	ADJ
american_scientific_journal-4585	51	10	data	datum	NOUN
american_scientific_journal-4585	51	11	points	point	NOUN
american_scientific_journal-4585	51	12	are	be	AUX
american_scientific_journal-4585	51	13	listed	list	VERB
american_scientific_journal-4585	51	14	in	in	ADP
american_scientific_journal-4585	51	15	this	this	DET
american_scientific_journal-4585	51	16	vector	vector	NOUN
american_scientific_journal-4585	51	17	and	and	CCONJ
american_scientific_journal-4585	51	18	contained	contain	VERB
american_scientific_journal-4585	51	19	as	as	ADP
american_scientific_journal-4585	51	20	ith	ith	PROPN
american_scientific_journal-4585	51	21	elements	element	NOUN
american_scientific_journal-4585	51	22	,	,	PUNCT
american_scientific_journal-4585	51	23	more	more	ADV
american_scientific_journal-4585	51	24	likely	likely	ADJ
american_scientific_journal-4585	51	25	,	,	PUNCT
american_scientific_journal-4585	51	26	s(i	s(i	PROPN
american_scientific_journal-4585	51	27	)	)	PUNCT
american_scientific_journal-4585	51	28	where	where	SCONJ
american_scientific_journal-4585	51	29	i=1,2,3,4	i=1,2,3,4	ADJ
american_scientific_journal-4585	51	30	…	…	SYM
american_scientific_journal-4585	51	31	n.	n.	NOUN
american_scientific_journal-4585	51	32	the	the	DET
american_scientific_journal-4585	51	33	principle	principle	ADJ
american_scientific_journal-4585	51	34	components	component	NOUN
american_scientific_journal-4585	51	35	can	can	AUX
american_scientific_journal-4585	51	36	be	be	AUX
american_scientific_journal-4585	51	37	recognized	recognize	VERB
american_scientific_journal-4585	51	38	from	from	ADP
american_scientific_journal-4585	51	39	this	this	DET
american_scientific_journal-4585	51	40	linear	linear	ADJ
american_scientific_journal-4585	51	41	data	datum	NOUN
american_scientific_journal-4585	51	42	by	by	ADP
american_scientific_journal-4585	51	43	using	use	VERB
american_scientific_journal-4585	51	44	the	the	DET
american_scientific_journal-4585	51	45	following	follow	VERB
american_scientific_journal-4585	51	46	formula	formula	NOUN
american_scientific_journal-4585	51	47	.	.	PUNCT
american_scientific_journal-4585	52	1	𝒇𝒇(𝑺𝑺,𝑽𝑽	𝒇𝒇(𝑺𝑺,𝑽𝑽	NOUN
american_scientific_journal-4585	52	2	)	)	PUNCT
american_scientific_journal-4585	52	3	=	=	PRON
american_scientific_journal-4585	53	1	(	(	PUNCT
american_scientific_journal-4585	53	2	𝒔𝒔𝑽𝑽)𝑽𝑽𝑻𝑻	𝒔𝒔𝑽𝑽)𝑽𝑽𝑻𝑻	NOUN
american_scientific_journal-4585	54	1	+	+	NOUN
american_scientific_journal-4585	54	2	𝒖𝒖	𝒖𝒖	NUM
american_scientific_journal-4585	54	3	(	(	PUNCT
american_scientific_journal-4585	54	4	1	1	X
american_scientific_journal-4585	54	5	)	)	PUNCT
american_scientific_journal-4585	54	6	the	the	DET
american_scientific_journal-4585	54	7	function	function	NOUN
american_scientific_journal-4585	54	8	of	of	ADP
american_scientific_journal-4585	54	9	equation	equation	NOUN
american_scientific_journal-4585	54	10	(	(	PUNCT
american_scientific_journal-4585	54	11	1	1	X
american_scientific_journal-4585	54	12	)	)	PUNCT
american_scientific_journal-4585	54	13	is	be	AUX
american_scientific_journal-4585	54	14	representing	represent	VERB
american_scientific_journal-4585	54	15	the	the	DET
american_scientific_journal-4585	54	16	vector	vector	NOUN
american_scientific_journal-4585	54	17	value	value	NOUN
american_scientific_journal-4585	54	18	function	function	NOUN
american_scientific_journal-4585	54	19	f(s	f(s	PROPN
american_scientific_journal-4585	54	20	,	,	PUNCT
american_scientific_journal-4585	54	21	v	v	NOUN
american_scientific_journal-4585	54	22	)	)	PUNCT
american_scientific_journal-4585	54	23	the	the	DET
american_scientific_journal-4585	54	24	term	term	NOUN
american_scientific_journal-4585	54	25	“	"	PUNCT
american_scientific_journal-4585	54	26	u	u	NOUN
american_scientific_journal-4585	54	27	”	"	PUNCT
american_scientific_journal-4585	54	28	is	be	AUX
american_scientific_journal-4585	54	29	representing	represent	VERB
american_scientific_journal-4585	54	30	the	the	DET
american_scientific_journal-4585	54	31	average	average	ADJ
american_scientific_journal-4585	54	32	value	value	NOUN
american_scientific_journal-4585	54	33	of	of	ADP
american_scientific_journal-4585	54	34	the	the	DET
american_scientific_journal-4585	54	35	data	data	NOUN
american_scientific_journal-4585	54	36	points	point	NOUN
american_scientific_journal-4585	54	37	fallen	fall	VERB
american_scientific_journal-4585	54	38	in	in	ADP
american_scientific_journal-4585	54	39	the	the	DET
american_scientific_journal-4585	54	40	dataset	dataset	NOUN
american_scientific_journal-4585	54	41	s	s	VERB
american_scientific_journal-4585	54	42	the	the	DET
american_scientific_journal-4585	54	43	term	term	NOUN
american_scientific_journal-4585	54	44	v	v	NOUN
american_scientific_journal-4585	54	45	is	be	AUX
american_scientific_journal-4585	54	46	the	the	DET
american_scientific_journal-4585	54	47	orthogonality	orthogonality	NOUN
american_scientific_journal-4585	54	48	matric	matric	NOUN
american_scientific_journal-4585	54	49	that	that	PRON
american_scientific_journal-4585	54	50	produced	produce	VERB
american_scientific_journal-4585	54	51	from	from	ADP
american_scientific_journal-4585	54	52	the	the	DET
american_scientific_journal-4585	54	53	d	d	NOUN
american_scientific_journal-4585	54	54	by	by	ADP
american_scientific_journal-4585	54	55	m	m	PROPN
american_scientific_journal-4585	54	56	matrixes	matrix	NOUN
american_scientific_journal-4585	54	57	the	the	DET
american_scientific_journal-4585	54	58	term	term	NOUN
american_scientific_journal-4585	54	59	sv	sv	INTJ
american_scientific_journal-4585	54	60	is	be	AUX
american_scientific_journal-4585	54	61	called	call	VERB
american_scientific_journal-4585	54	62	as	as	ADP
american_scientific_journal-4585	54	63	mapping	mapping	NOUN
american_scientific_journal-4585	54	64	vector	vector	NOUN
american_scientific_journal-4585	54	65	where	where	SCONJ
american_scientific_journal-4585	54	66	the	the	DET
american_scientific_journal-4585	54	67	value	value	NOUN
american_scientific_journal-4585	54	68	of	of	ADP
american_scientific_journal-4585	54	69	s	s	PRON
american_scientific_journal-4585	54	70	is	be	AUX
american_scientific_journal-4585	54	71	projected	project	VERB
american_scientific_journal-4585	54	72	in	in	ADP
american_scientific_journal-4585	54	73	low	low	ADJ
american_scientific_journal-4585	54	74	dimensional	dimensional	ADJ
american_scientific_journal-4585	54	75	domain	domain	NOUN
american_scientific_journal-4585	54	76	.	.	PUNCT
american_scientific_journal-4585	55	1	the	the	DET
american_scientific_journal-4585	55	2	estimation	estimation	NOUN
american_scientific_journal-4585	55	3	of	of	ADP
american_scientific_journal-4585	55	4	v	v	NOUN
american_scientific_journal-4585	55	5	matrix	matrix	NOUN
american_scientific_journal-4585	55	6	projection	projection	NOUN
american_scientific_journal-4585	55	7	can	can	AUX
american_scientific_journal-4585	55	8	be	be	AUX
american_scientific_journal-4585	55	9	given	give	VERB
american_scientific_journal-4585	55	10	in	in	ADP
american_scientific_journal-4585	55	11	the	the	DET
american_scientific_journal-4585	55	12	equation	equation	NOUN
american_scientific_journal-4585	55	13	2	2	NUM
american_scientific_journal-4585	55	14	,	,	PUNCT
american_scientific_journal-4585	55	15	where	where	SCONJ
american_scientific_journal-4585	55	16	this	this	PRON
american_scientific_journal-4585	55	17	represents	represent	VERB
american_scientific_journal-4585	55	18	the	the	DET
american_scientific_journal-4585	55	19	principle	principle	ADJ
american_scientific_journal-4585	55	20	component	component	NOUN
american_scientific_journal-4585	55	21	analysis	analysis	NOUN
american_scientific_journal-4585	55	22	function	function	NOUN
american_scientific_journal-4585	55	23	of	of	ADP
american_scientific_journal-4585	55	24	the	the	DET
american_scientific_journal-4585	55	25	above	above	ADJ
american_scientific_journal-4585	55	26	vectors	vector	NOUN
american_scientific_journal-4585	55	27	.	.	PUNCT
american_scientific_journal-4585	56	1	𝑹𝑹(𝒖𝒖,𝑽𝑽	𝑹𝑹(𝒖𝒖,𝑽𝑽	ADJ
american_scientific_journal-4585	56	2	)	)	PUNCT
american_scientific_journal-4585	56	3	=	=	PUNCT
american_scientific_journal-4585	56	4	𝒊𝒊	𝒊𝒊	ADP
american_scientific_journal-4585	56	5	𝒏𝒏	𝒏𝒏	PROPN
american_scientific_journal-4585	56	6	∑	∑	PUNCT
american_scientific_journal-4585	56	7	|𝒔𝒔(𝒊𝒊	|𝒔𝒔(𝒊𝒊	PROPN
american_scientific_journal-4585	56	8	)	)	PUNCT
american_scientific_journal-4585	56	9	−	−	PROPN
american_scientific_journal-4585	56	10	𝒇𝒇(𝒔𝒔(𝒊𝒊),𝑽𝑽)|𝟐𝟐𝒊𝒊≥𝒏𝒏	𝒇𝒇(𝒔𝒔(𝒊𝒊),𝑽𝑽)|𝟐𝟐𝒊𝒊≥𝒏𝒏	X
american_scientific_journal-4585	56	11	𝒊𝒊=𝟏𝟏	𝒊𝒊=𝟏𝟏	NOUN
american_scientific_journal-4585	56	12	(	(	PUNCT
american_scientific_journal-4585	56	13	2	2	NUM
american_scientific_journal-4585	56	14	)	)	PUNCT
american_scientific_journal-4585	56	15	figure	figure	NOUN
american_scientific_journal-4585	56	16	1	1	NUM
american_scientific_journal-4585	56	17	:	:	PUNCT
american_scientific_journal-4585	56	18	the	the	DET
american_scientific_journal-4585	56	19	outcomes	outcome	NOUN
american_scientific_journal-4585	56	20	of	of	ADP
american_scientific_journal-4585	56	21	the	the	DET
american_scientific_journal-4585	56	22	principal	principal	ADJ
american_scientific_journal-4585	56	23	component	component	NOUN
american_scientific_journal-4585	56	24	analysis	analysis	NOUN
american_scientific_journal-4585	56	25	algorithm	algorithm	NOUN
american_scientific_journal-4585	56	26	.	.	PUNCT
american_scientific_journal-4585	57	1	however	however	ADV
american_scientific_journal-4585	57	2	,	,	PUNCT
american_scientific_journal-4585	57	3	the	the	DET
american_scientific_journal-4585	57	4	principal	principal	ADJ
american_scientific_journal-4585	57	5	component	component	NOUN
american_scientific_journal-4585	57	6	analysis	analysis	NOUN
american_scientific_journal-4585	57	7	can	can	AUX
american_scientific_journal-4585	57	8	yield	yield	VERB
american_scientific_journal-4585	57	9	the	the	DET
american_scientific_journal-4585	57	10	results	result	NOUN
american_scientific_journal-4585	57	11	as	as	ADP
american_scientific_journal-4585	57	12	virtual	virtual	ADJ
american_scientific_journal-4585	57	13	representation	representation	NOUN
american_scientific_journal-4585	57	14	as	as	SCONJ
american_scientific_journal-4585	57	15	demonstrated	demonstrate	VERB
american_scientific_journal-4585	57	16	in	in	ADP
american_scientific_journal-4585	57	17	the	the	DET
american_scientific_journal-4585	57	18	figure	figure	NOUN
american_scientific_journal-4585	57	19	below	below	ADV
american_scientific_journal-4585	57	20	.	.	PUNCT
american_scientific_journal-4585	58	1	3	3	X
american_scientific_journal-4585	58	2	.	.	X
american_scientific_journal-4585	58	3	performance	performance	NOUN
american_scientific_journal-4585	58	4	metrics	metric	NOUN
american_scientific_journal-4585	58	5	to	to	PART
american_scientific_journal-4585	58	6	trigger	trigger	VERB
american_scientific_journal-4585	58	7	the	the	DET
american_scientific_journal-4585	58	8	efficiency	efficiency	NOUN
american_scientific_journal-4585	58	9	of	of	ADP
american_scientific_journal-4585	58	10	the	the	DET
american_scientific_journal-4585	58	11	clustering	cluster	VERB
american_scientific_journal-4585	58	12	algorithm	algorithm	NOUN
american_scientific_journal-4585	58	13	many	many	ADJ
american_scientific_journal-4585	58	14	set	set	NOUN
american_scientific_journal-4585	58	15	of	of	ADP
american_scientific_journal-4585	58	16	measurements	measurement	NOUN
american_scientific_journal-4585	58	17	’	'	PUNCT
american_scientific_journal-4585	58	18	agreements	agreement	NOUN
american_scientific_journal-4585	58	19	are	be	AUX
american_scientific_journal-4585	58	20	made	make	VERB
american_scientific_journal-4585	58	21	.	.	PUNCT
american_scientific_journal-4585	59	1	in	in	ADP
american_scientific_journal-4585	59	2	the	the	DET
american_scientific_journal-4585	59	3	process	process	NOUN
american_scientific_journal-4585	59	4	to	to	PART
american_scientific_journal-4585	59	5	determine	determine	VERB
american_scientific_journal-4585	59	6	the	the	DET
american_scientific_journal-4585	59	7	performance	performance	NOUN
american_scientific_journal-4585	59	8	metrics	metric	NOUN
american_scientific_journal-4585	59	9	two	two	NUM
american_scientific_journal-4585	59	10	variables	variable	NOUN
american_scientific_journal-4585	59	11	are	be	AUX
american_scientific_journal-4585	59	12	provided	provide	VERB
american_scientific_journal-4585	59	13	at	at	ADP
american_scientific_journal-4585	59	14	each	each	DET
american_scientific_journal-4585	59	15	time	time	NOUN
american_scientific_journal-4585	59	16	clustering	clustering	NOUN
american_scientific_journal-4585	59	17	process	process	NOUN
american_scientific_journal-4585	59	18	is	be	AUX
american_scientific_journal-4585	59	19	into	into	ADP
american_scientific_journal-4585	59	20	the	the	DET
american_scientific_journal-4585	59	21	image	image	NOUN
american_scientific_journal-4585	59	22	:	:	PUNCT
american_scientific_journal-4585	59	23	the	the	DET
american_scientific_journal-4585	59	24	dataset	dataset	NOUN
american_scientific_journal-4585	59	25	which	which	PRON
american_scientific_journal-4585	59	26	is	be	AUX
american_scientific_journal-4585	59	27	recorded	record	VERB
american_scientific_journal-4585	59	28	on	on	ADP
american_scientific_journal-4585	59	29	the	the	DET
american_scientific_journal-4585	59	30	bases	basis	NOUN
american_scientific_journal-4585	59	31	of	of	ADP
american_scientific_journal-4585	59	32	some	some	DET
american_scientific_journal-4585	59	33	event	event	NOUN
american_scientific_journal-4585	59	34	in	in	ADP
american_scientific_journal-4585	59	35	the	the	DET
american_scientific_journal-4585	59	36	life	life	NOUN
american_scientific_journal-4585	59	37	and	and	CCONJ
american_scientific_journal-4585	59	38	in	in	ADP
american_scientific_journal-4585	59	39	return	return	NOUN
american_scientific_journal-4585	59	40	,	,	PUNCT
american_scientific_journal-4585	59	41	the	the	DET
american_scientific_journal-4585	59	42	clusters	cluster	NOUN
american_scientific_journal-4585	59	43	that	that	PRON
american_scientific_journal-4585	59	44	is	be	AUX
american_scientific_journal-4585	59	45	resulted	result	VERB
american_scientific_journal-4585	59	46	from	from	ADP
american_scientific_journal-4585	59	47	the	the	DET
american_scientific_journal-4585	59	48	clustering	clustering	NOUN
american_scientific_journal-4585	59	49	are	be	AUX
american_scientific_journal-4585	59	50	also	also	ADV
american_scientific_journal-4585	59	51	produced	produce	VERB
american_scientific_journal-4585	59	52	.	.	PUNCT
american_scientific_journal-4585	60	1	the	the	DET
american_scientific_journal-4585	60	2	characteristics	characteristic	NOUN
american_scientific_journal-4585	60	3	of	of	ADP
american_scientific_journal-4585	60	4	the	the	DET
american_scientific_journal-4585	60	5	data	datum	NOUN
american_scientific_journal-4585	60	6	that	that	PRON
american_scientific_journal-4585	60	7	is	be	AUX
american_scientific_journal-4585	60	8	being	be	AUX
american_scientific_journal-4585	60	9	classified	classify	VERB
american_scientific_journal-4585	60	10	are	be	AUX
american_scientific_journal-4585	60	11	directly	directly	ADV
american_scientific_journal-4585	60	12	affecting	affect	VERB
american_scientific_journal-4585	60	13	the	the	DET
american_scientific_journal-4585	60	14	classification	classification	NOUN
american_scientific_journal-4585	60	15	performance	performance	NOUN
american_scientific_journal-4585	60	16	.	.	PUNCT
american_scientific_journal-4585	61	1	in	in	ADP
american_scientific_journal-4585	61	2	the	the	DET
american_scientific_journal-4585	61	3	process	process	NOUN
american_scientific_journal-4585	61	4	of	of	ADP
american_scientific_journal-4585	61	5	performance	performance	NOUN
american_scientific_journal-4585	61	6	assessment	assessment	NOUN
american_scientific_journal-4585	61	7	,	,	PUNCT
american_scientific_journal-4585	61	8	two	two	NUM
american_scientific_journal-4585	61	9	procedures	procedure	NOUN
american_scientific_journal-4585	61	10	are	be	AUX
american_scientific_journal-4585	61	11	made	make	VERB
american_scientific_journal-4585	61	12	such	such	ADJ
american_scientific_journal-4585	61	13	as	as	ADP
american_scientific_journal-4585	61	14	the	the	DET
american_scientific_journal-4585	61	15	performance	performance	NOUN
american_scientific_journal-4585	61	16	measures	measure	NOUN
american_scientific_journal-4585	61	17	and	and	CCONJ
american_scientific_journal-4585	61	18	validation	validation	NOUN
american_scientific_journal-4585	61	19	tests	test	NOUN
american_scientific_journal-4585	61	20	.	.	PUNCT
american_scientific_journal-4585	62	1	the	the	DET
american_scientific_journal-4585	62	2	performance	performance	NOUN
american_scientific_journal-4585	62	3	measure	measure	NOUN
american_scientific_journal-4585	62	4	can	can	AUX
american_scientific_journal-4585	62	5	be	be	AUX
american_scientific_journal-4585	62	6	done	do	VERB
american_scientific_journal-4585	62	7	by	by	ADP
american_scientific_journal-4585	62	8	conduction	conduction	NOUN
american_scientific_journal-4585	62	9	of	of	ADP
american_scientific_journal-4585	62	10	the	the	DET
american_scientific_journal-4585	62	11	following	following	ADJ
american_scientific_journal-4585	62	12	actions	action	NOUN
american_scientific_journal-4585	62	13	:	:	PUNCT
american_scientific_journal-4585	62	14	specificity	specificity	NOUN
american_scientific_journal-4585	62	15	metrics	metric	NOUN
american_scientific_journal-4585	62	16	,	,	PUNCT
american_scientific_journal-4585	62	17	sensitivity	sensitivity	NOUN
american_scientific_journal-4585	62	18	metrics	metric	NOUN
american_scientific_journal-4585	62	19	,	,	PUNCT
american_scientific_journal-4585	62	20	precision	precision	NOUN
american_scientific_journal-4585	62	21	metrics	metric	NOUN
american_scientific_journal-4585	62	22	,	,	PUNCT
american_scientific_journal-4585	62	23	accuracy	accuracy	NOUN
american_scientific_journal-4585	62	24	metrics	metric	NOUN
american_scientific_journal-4585	62	25	,	,	PUNCT
american_scientific_journal-4585	62	26	error	error	NOUN
american_scientific_journal-4585	62	27	rate	rate	NOUN
american_scientific_journal-4585	62	28	and	and	CCONJ
american_scientific_journal-4585	62	29	american	american	ADJ
american_scientific_journal-4585	62	30	scientific	scientific	ADJ
american_scientific_journal-4585	62	31	research	research	NOUN
american_scientific_journal-4585	62	32	journal	journal	NOUN
american_scientific_journal-4585	62	33	for	for	ADP
american_scientific_journal-4585	62	34	engineering	engineering	NOUN
american_scientific_journal-4585	62	35	,	,	PUNCT
american_scientific_journal-4585	62	36	technology	technology	NOUN
american_scientific_journal-4585	62	37	,	,	PUNCT
american_scientific_journal-4585	62	38	and	and	CCONJ
american_scientific_journal-4585	62	39	sciences	science	NOUN
american_scientific_journal-4585	62	40	(	(	PUNCT
american_scientific_journal-4585	62	41	asrjets	asrjet	NOUN
american_scientific_journal-4585	62	42	)	)	PUNCT
american_scientific_journal-4585	62	43	(	(	PUNCT
american_scientific_journal-4585	62	44	2019	2019	NUM
american_scientific_journal-4585	62	45	)	)	PUNCT
american_scientific_journal-4585	62	46	volume	volume	NOUN
american_scientific_journal-4585	62	47	51	51	NUM
american_scientific_journal-4585	62	48	,	,	PUNCT
american_scientific_journal-4585	62	49	no	no	DET
american_scientific_journal-4585	62	50	1	1	NUM
american_scientific_journal-4585	62	51	,	,	PUNCT
american_scientific_journal-4585	62	52	pp	pp	ADV
american_scientific_journal-4585	62	53	38	38	NUM
american_scientific_journal-4585	62	54	-	-	SYM
american_scientific_journal-4585	62	55	46	46	NUM
american_scientific_journal-4585	62	56	41	41	NUM
american_scientific_journal-4585	62	57	f	f	ADJ
american_scientific_journal-4585	62	58	-	-	PUNCT
american_scientific_journal-4585	62	59	score	score	NOUN
american_scientific_journal-4585	62	60	metrics	metric	NOUN
american_scientific_journal-4585	62	61	.	.	PUNCT
american_scientific_journal-4585	63	1	whereas	whereas	SCONJ
american_scientific_journal-4585	63	2	the	the	DET
american_scientific_journal-4585	63	3	validation	validation	NOUN
american_scientific_journal-4585	63	4	test	test	NOUN
american_scientific_journal-4585	63	5	can	can	AUX
american_scientific_journal-4585	63	6	be	be	AUX
american_scientific_journal-4585	63	7	conducted	conduct	VERB
american_scientific_journal-4585	63	8	by	by	ADP
american_scientific_journal-4585	63	9	performing	perform	VERB
american_scientific_journal-4585	63	10	the	the	DET
american_scientific_journal-4585	63	11	following	follow	VERB
american_scientific_journal-4585	63	12	procedures	procedure	NOUN
american_scientific_journal-4585	63	13	:	:	PUNCT
american_scientific_journal-4585	63	14	random	random	ADJ
american_scientific_journal-4585	63	15	sub	sub	NOUN
american_scientific_journal-4585	63	16	sampling	sampling	NOUN
american_scientific_journal-4585	63	17	,	,	PUNCT
american_scientific_journal-4585	63	18	bootstrap	bootstrap	NOUN
american_scientific_journal-4585	63	19	technique	technique	NOUN
american_scientific_journal-4585	63	20	,	,	PUNCT
american_scientific_journal-4585	63	21	k	k	ADJ
american_scientific_journal-4585	63	22	-	-	ADJ
american_scientific_journal-4585	63	23	fold	fold	ADJ
american_scientific_journal-4585	63	24	validation	validation	NOUN
american_scientific_journal-4585	63	25	cross	cross	NOUN
american_scientific_journal-4585	63	26	and	and	CCONJ
american_scientific_journal-4585	63	27	holdout	holdout	NOUN
american_scientific_journal-4585	63	28	.	.	PUNCT
american_scientific_journal-4585	64	1	the	the	DET
american_scientific_journal-4585	64	2	following	follow	VERB
american_scientific_journal-4585	64	3	concepts	concept	NOUN
american_scientific_journal-4585	64	4	are	be	AUX
american_scientific_journal-4585	64	5	used	use	VERB
american_scientific_journal-4585	64	6	for	for	ADP
american_scientific_journal-4585	64	7	measuring	measure	VERB
american_scientific_journal-4585	64	8	the	the	DET
american_scientific_journal-4585	64	9	performance	performance	NOUN
american_scientific_journal-4585	64	10	of	of	ADP
american_scientific_journal-4585	64	11	classification	classification	NOUN
american_scientific_journal-4585	64	12	:	:	PUNCT
american_scientific_journal-4585	64	13	1	1	NUM
american_scientific_journal-4585	64	14	)	)	PUNCT
american_scientific_journal-4585	64	15	confusion	confusion	NOUN
american_scientific_journal-4585	64	16	matrix	matrix	NOUN
american_scientific_journal-4585	64	17	:	:	PUNCT
american_scientific_journal-4585	64	18	the	the	DET
american_scientific_journal-4585	64	19	performance	performance	NOUN
american_scientific_journal-4585	64	20	of	of	ADP
american_scientific_journal-4585	64	21	classifier	classifier	NOUN
american_scientific_journal-4585	64	22	is	be	AUX
american_scientific_journal-4585	64	23	usually	usually	ADV
american_scientific_journal-4585	64	24	partitioned	partition	VERB
american_scientific_journal-4585	64	25	out	out	ADP
american_scientific_journal-4585	64	26	to	to	PART
american_scientific_journal-4585	64	27	be	be	AUX
american_scientific_journal-4585	64	28	form	form	NOUN
american_scientific_journal-4585	64	29	as	as	ADP
american_scientific_journal-4585	64	30	matrix	matrix	NOUN
american_scientific_journal-4585	64	31	called	call	VERB
american_scientific_journal-4585	64	32	as	as	ADP
american_scientific_journal-4585	64	33	confusion	confusion	NOUN
american_scientific_journal-4585	64	34	matrix	matrix	NOUN
american_scientific_journal-4585	64	35	.	.	PUNCT
american_scientific_journal-4585	65	1	the	the	DET
american_scientific_journal-4585	65	2	errors	error	NOUN
american_scientific_journal-4585	65	3	that	that	PRON
american_scientific_journal-4585	65	4	made	make	VERB
american_scientific_journal-4585	65	5	by	by	ADP
american_scientific_journal-4585	65	6	the	the	DET
american_scientific_journal-4585	65	7	classifier	classifier	NOUN
american_scientific_journal-4585	65	8	are	be	AUX
american_scientific_journal-4585	65	9	usually	usually	ADV
american_scientific_journal-4585	65	10	listed	list	VERB
american_scientific_journal-4585	65	11	in	in	ADP
american_scientific_journal-4585	65	12	the	the	DET
american_scientific_journal-4585	65	13	confusion	confusion	NOUN
american_scientific_journal-4585	65	14	matrix	matrix	NOUN
american_scientific_journal-4585	65	15	that	that	PRON
american_scientific_journal-4585	65	16	is	be	AUX
american_scientific_journal-4585	65	17	virtualizing	virtualize	VERB
american_scientific_journal-4585	65	18	all	all	DET
american_scientific_journal-4585	65	19	errors	error	NOUN
american_scientific_journal-4585	65	20	and	and	CCONJ
american_scientific_journal-4585	65	21	abstracting	abstracting	NOUN
american_scientific_journal-4585	65	22	of	of	ADP
american_scientific_journal-4585	65	23	it	it	PRON
american_scientific_journal-4585	65	24	to	to	PART
american_scientific_journal-4585	65	25	be	be	AUX
american_scientific_journal-4585	65	26	more	more	ADV
american_scientific_journal-4585	65	27	readable	readable	ADJ
american_scientific_journal-4585	65	28	.	.	PUNCT
american_scientific_journal-4585	66	1	to	to	PART
american_scientific_journal-4585	66	2	get	get	VERB
american_scientific_journal-4585	66	3	away	away	ADV
american_scientific_journal-4585	66	4	with	with	ADP
american_scientific_journal-4585	66	5	the	the	DET
american_scientific_journal-4585	66	6	confusion	confusion	NOUN
american_scientific_journal-4585	66	7	matric	matric	NOUN
american_scientific_journal-4585	66	8	,	,	PUNCT
american_scientific_journal-4585	66	9	the	the	DET
american_scientific_journal-4585	66	10	figure	figure	NOUN
american_scientific_journal-4585	66	11	below	below	ADV
american_scientific_journal-4585	66	12	is	be	AUX
american_scientific_journal-4585	66	13	demonstrating	demonstrate	VERB
american_scientific_journal-4585	66	14	the	the	DET
american_scientific_journal-4585	66	15	sample	sample	NOUN
american_scientific_journal-4585	66	16	content	content	NOUN
american_scientific_journal-4585	66	17	of	of	ADP
american_scientific_journal-4585	66	18	the	the	DET
american_scientific_journal-4585	66	19	matrix	matrix	NOUN
american_scientific_journal-4585	66	20	.	.	PUNCT
american_scientific_journal-4585	67	1	table	table	NOUN
american_scientific_journal-4585	67	2	1	1	NUM
american_scientific_journal-4585	67	3	:	:	PUNCT
american_scientific_journal-4585	68	1	the	the	DET
american_scientific_journal-4585	68	2	matrix	matrix	NOUN
american_scientific_journal-4585	68	3	of	of	ADP
american_scientific_journal-4585	68	4	confusion	confusion	NOUN
american_scientific_journal-4585	68	5	in	in	ADP
american_scientific_journal-4585	68	6	performance	performance	NOUN
american_scientific_journal-4585	68	7	assessment	assessment	NOUN
american_scientific_journal-4585	68	8	of	of	ADP
american_scientific_journal-4585	68	9	classifiers	classifier	NOUN
american_scientific_journal-4585	68	10	the	the	DET
american_scientific_journal-4585	68	11	nomination	nomination	NOUN
american_scientific_journal-4585	68	12	“	"	PUNCT
american_scientific_journal-4585	68	13	a	a	PRON
american_scientific_journal-4585	68	14	”	"	PUNCT
american_scientific_journal-4585	68	15	is	be	AUX
american_scientific_journal-4585	68	16	termed	term	VERB
american_scientific_journal-4585	68	17	to	to	ADP
american_scientific_journal-4585	68	18	the	the	DET
american_scientific_journal-4585	68	19	classification	classification	NOUN
american_scientific_journal-4585	68	20	of	of	ADP
american_scientific_journal-4585	68	21	positive	positive	ADJ
american_scientific_journal-4585	68	22	values	value	NOUN
american_scientific_journal-4585	68	23	of	of	ADP
american_scientific_journal-4585	68	24	the	the	DET
american_scientific_journal-4585	68	25	data	datum	NOUN
american_scientific_journal-4585	68	26	and	and	CCONJ
american_scientific_journal-4585	68	27	the	the	DET
american_scientific_journal-4585	68	28	process	process	NOUN
american_scientific_journal-4585	68	29	where	where	SCONJ
american_scientific_journal-4585	68	30	no	no	DET
american_scientific_journal-4585	68	31	errors	error	NOUN
american_scientific_journal-4585	68	32	are	be	AUX
american_scientific_journal-4585	68	33	made	make	VERB
american_scientific_journal-4585	68	34	in	in	ADP
american_scientific_journal-4585	68	35	this	this	DET
american_scientific_journal-4585	68	36	kind	kind	NOUN
american_scientific_journal-4585	68	37	of	of	ADP
american_scientific_journal-4585	68	38	classification	classification	NOUN
american_scientific_journal-4585	68	39	.	.	PUNCT
american_scientific_journal-4585	69	1	the	the	DET
american_scientific_journal-4585	69	2	nomination	nomination	NOUN
american_scientific_journal-4585	69	3	“	"	PUNCT
american_scientific_journal-4585	69	4	b	b	X
american_scientific_journal-4585	69	5	”	"	PUNCT
american_scientific_journal-4585	69	6	is	be	AUX
american_scientific_journal-4585	69	7	termed	term	VERB
american_scientific_journal-4585	69	8	the	the	DET
american_scientific_journal-4585	69	9	classification	classification	NOUN
american_scientific_journal-4585	69	10	of	of	ADP
american_scientific_journal-4585	69	11	negative	negative	ADJ
american_scientific_journal-4585	69	12	values	value	NOUN
american_scientific_journal-4585	69	13	in	in	ADP
american_scientific_journal-4585	69	14	the	the	DET
american_scientific_journal-4585	69	15	dataset	dataset	NOUN
american_scientific_journal-4585	69	16	where	where	SCONJ
american_scientific_journal-4585	69	17	the	the	DET
american_scientific_journal-4585	69	18	process	process	NOUN
american_scientific_journal-4585	69	19	are	be	AUX
american_scientific_journal-4585	69	20	made	make	VERB
american_scientific_journal-4585	69	21	with	with	ADP
american_scientific_journal-4585	69	22	misclassification	misclassification	NOUN
american_scientific_journal-4585	69	23	events	event	NOUN
american_scientific_journal-4585	69	24	.	.	PUNCT
american_scientific_journal-4585	70	1	the	the	DET
american_scientific_journal-4585	70	2	nomination	nomination	NOUN
american_scientific_journal-4585	70	3	“	"	PUNCT
american_scientific_journal-4585	70	4	c	c	NOUN
american_scientific_journal-4585	70	5	”	"	PUNCT
american_scientific_journal-4585	70	6	is	be	AUX
american_scientific_journal-4585	70	7	the	the	DET
american_scientific_journal-4585	70	8	negative	negative	ADJ
american_scientific_journal-4585	70	9	data	datum	NOUN
american_scientific_journal-4585	70	10	that	that	PRON
american_scientific_journal-4585	70	11	is	be	AUX
american_scientific_journal-4585	70	12	also	also	ADV
american_scientific_journal-4585	70	13	misclassified	misclassifie	VERB
american_scientific_journal-4585	70	14	,	,	PUNCT
american_scientific_journal-4585	70	15	and	and	CCONJ
american_scientific_journal-4585	70	16	the	the	DET
american_scientific_journal-4585	70	17	result	result	NOUN
american_scientific_journal-4585	70	18	of	of	ADP
american_scientific_journal-4585	70	19	classification	classification	NOUN
american_scientific_journal-4585	70	20	is	be	AUX
american_scientific_journal-4585	70	21	reversed	reverse	VERB
american_scientific_journal-4585	70	22	as	as	ADP
american_scientific_journal-4585	70	23	positive	positive	ADJ
american_scientific_journal-4585	70	24	.	.	PUNCT
american_scientific_journal-4585	71	1	the	the	DET
american_scientific_journal-4585	71	2	nomination	nomination	NOUN
american_scientific_journal-4585	71	3	“	"	PUNCT
american_scientific_journal-4585	71	4	d	d	NOUN
american_scientific_journal-4585	71	5	”	"	PUNCT
american_scientific_journal-4585	71	6	is	be	AUX
american_scientific_journal-4585	71	7	the	the	DET
american_scientific_journal-4585	71	8	results	result	NOUN
american_scientific_journal-4585	71	9	of	of	ADP
american_scientific_journal-4585	71	10	classification	classification	NOUN
american_scientific_journal-4585	71	11	of	of	ADP
american_scientific_journal-4585	71	12	the	the	DET
american_scientific_journal-4585	71	13	negative	negative	ADJ
american_scientific_journal-4585	71	14	values	value	NOUN
american_scientific_journal-4585	71	15	and	and	CCONJ
american_scientific_journal-4585	71	16	found	find	VERB
american_scientific_journal-4585	71	17	the	the	DET
american_scientific_journal-4585	71	18	same	same	ADJ
american_scientific_journal-4585	71	19	negative	negative	NOUN
american_scientific_journal-4585	71	20	without	without	ADP
american_scientific_journal-4585	71	21	making	make	VERB
american_scientific_journal-4585	71	22	any	any	DET
american_scientific_journal-4585	71	23	misclassification	misclassification	NOUN
american_scientific_journal-4585	71	24	or	or	CCONJ
american_scientific_journal-4585	71	25	error	error	NOUN
american_scientific_journal-4585	71	26	.	.	PUNCT
american_scientific_journal-4585	72	1	2	2	NUM
american_scientific_journal-4585	72	2	)	)	PUNCT
american_scientific_journal-4585	72	3	the	the	DET
american_scientific_journal-4585	72	4	recall	recall	NOUN
american_scientific_journal-4585	72	5	or	or	CCONJ
american_scientific_journal-4585	72	6	sensitivity	sensitivity	NOUN
american_scientific_journal-4585	72	7	:	:	PUNCT
american_scientific_journal-4585	72	8	when	when	SCONJ
american_scientific_journal-4585	72	9	the	the	DET
american_scientific_journal-4585	72	10	database	database	NOUN
american_scientific_journal-4585	72	11	is	be	AUX
american_scientific_journal-4585	72	12	involving	involve	VERB
american_scientific_journal-4585	72	13	a	a	DET
american_scientific_journal-4585	72	14	set	set	NOUN
american_scientific_journal-4585	72	15	of	of	ADP
american_scientific_journal-4585	72	16	positive	positive	ADJ
american_scientific_journal-4585	72	17	and	and	CCONJ
american_scientific_journal-4585	72	18	negative	negative	ADJ
american_scientific_journal-4585	72	19	values	value	NOUN
american_scientific_journal-4585	72	20	,	,	PUNCT
american_scientific_journal-4585	72	21	the	the	DET
american_scientific_journal-4585	72	22	classification	classification	NOUN
american_scientific_journal-4585	72	23	process	process	NOUN
american_scientific_journal-4585	72	24	is	be	AUX
american_scientific_journal-4585	72	25	taken	take	VERB
american_scientific_journal-4585	72	26	place	place	NOUN
american_scientific_journal-4585	72	27	with	with	ADP
american_scientific_journal-4585	72	28	percentage	percentage	NOUN
american_scientific_journal-4585	72	29	of	of	ADP
american_scientific_journal-4585	72	30	error	error	NOUN
american_scientific_journal-4585	72	31	,	,	PUNCT
american_scientific_journal-4585	72	32	hence	hence	ADV
american_scientific_journal-4585	72	33	some	some	DET
american_scientific_journal-4585	72	34	positive	positive	ADJ
american_scientific_journal-4585	72	35	values	value	NOUN
american_scientific_journal-4585	72	36	are	be	AUX
american_scientific_journal-4585	72	37	classified	classify	VERB
american_scientific_journal-4585	72	38	as	as	ADP
american_scientific_journal-4585	72	39	positive	positive	ADJ
american_scientific_journal-4585	72	40	without	without	ADP
american_scientific_journal-4585	72	41	error	error	NOUN
american_scientific_journal-4585	72	42	and	and	CCONJ
american_scientific_journal-4585	72	43	others	other	NOUN
american_scientific_journal-4585	72	44	are	be	AUX
american_scientific_journal-4585	72	45	classified	classify	VERB
american_scientific_journal-4585	72	46	with	with	ADP
american_scientific_journal-4585	72	47	error	error	NOUN
american_scientific_journal-4585	72	48	.	.	PUNCT
american_scientific_journal-4585	73	1	the	the	DET
american_scientific_journal-4585	73	2	sensitivity	sensitivity	NOUN
american_scientific_journal-4585	73	3	is	be	AUX
american_scientific_journal-4585	73	4	a	a	DET
american_scientific_journal-4585	73	5	measure	measure	NOUN
american_scientific_journal-4585	73	6	to	to	PART
american_scientific_journal-4585	73	7	identify	identify	VERB
american_scientific_journal-4585	73	8	the	the	DET
american_scientific_journal-4585	73	9	percentage	percentage	NOUN
american_scientific_journal-4585	73	10	of	of	ADP
american_scientific_journal-4585	73	11	error	error	NOUN
american_scientific_journal-4585	73	12	in	in	ADP
american_scientific_journal-4585	73	13	the	the	DET
american_scientific_journal-4585	73	14	classification	classification	NOUN
american_scientific_journal-4585	73	15	in	in	ADP
american_scientific_journal-4585	73	16	terms	term	NOUN
american_scientific_journal-4585	73	17	of	of	ADP
american_scientific_journal-4585	73	18	negatives	negative	NOUN
american_scientific_journal-4585	73	19	misclassified	misclassifie	VERB
american_scientific_journal-4585	73	20	as	as	ADP
american_scientific_journal-4585	73	21	positives	positive	NOUN
american_scientific_journal-4585	73	22	in	in	ADP
american_scientific_journal-4585	73	23	the	the	DET
american_scientific_journal-4585	73	24	classification	classification	NOUN
american_scientific_journal-4585	73	25	results	result	NOUN
american_scientific_journal-4585	73	26	.	.	PUNCT
american_scientific_journal-4585	74	1	the	the	DET
american_scientific_journal-4585	74	2	recall	recall	NOUN
american_scientific_journal-4585	74	3	is	be	AUX
american_scientific_journal-4585	74	4	another	another	DET
american_scientific_journal-4585	74	5	terminology	terminology	NOUN
american_scientific_journal-4585	74	6	of	of	ADP
american_scientific_journal-4585	74	7	the	the	DET
american_scientific_journal-4585	74	8	same	same	ADJ
american_scientific_journal-4585	74	9	point	point	NOUN
american_scientific_journal-4585	74	10	(	(	PUNCT
american_scientific_journal-4585	74	11	sensitivity	sensitivity	NOUN
american_scientific_journal-4585	74	12	)	)	PUNCT
american_scientific_journal-4585	74	13	and	and	CCONJ
american_scientific_journal-4585	74	14	it	it	PRON
american_scientific_journal-4585	74	15	can	can	AUX
american_scientific_journal-4585	74	16	be	be	AUX
american_scientific_journal-4585	74	17	calculated	calculate	VERB
american_scientific_journal-4585	74	18	using	use	VERB
american_scientific_journal-4585	74	19	the	the	DET
american_scientific_journal-4585	74	20	following	follow	VERB
american_scientific_journal-4585	74	21	formula	formula	NOUN
american_scientific_journal-4585	74	22	.	.	PUNCT
american_scientific_journal-4585	75	1	sensitivity	sensitivity	NOUN
american_scientific_journal-4585	75	2	=	=	SYM
american_scientific_journal-4585	75	3	recall=	recall=	NUM
american_scientific_journal-4585	75	4	tp*(fn+tp)^-0.5	tp*(fn+tp)^-0.5	NUM
american_scientific_journal-4585	75	5	(	(	PUNCT
american_scientific_journal-4585	75	6	3	3	NUM
american_scientific_journal-4585	75	7	)	)	PUNCT
american_scientific_journal-4585	75	8	3	3	NUM
american_scientific_journal-4585	75	9	)	)	PUNCT
american_scientific_journal-4585	75	10	specificity	specificity	NOUN
american_scientific_journal-4585	75	11	:	:	PUNCT
american_scientific_journal-4585	75	12	similarly	similarly	ADV
american_scientific_journal-4585	75	13	,	,	PUNCT
american_scientific_journal-4585	75	14	like	like	ADP
american_scientific_journal-4585	75	15	the	the	DET
american_scientific_journal-4585	75	16	sensitivity	sensitivity	NOUN
american_scientific_journal-4585	75	17	,	,	PUNCT
american_scientific_journal-4585	75	18	when	when	SCONJ
american_scientific_journal-4585	75	19	the	the	DET
american_scientific_journal-4585	75	20	database	database	NOUN
american_scientific_journal-4585	75	21	is	be	AUX
american_scientific_journal-4585	75	22	involving	involve	VERB
american_scientific_journal-4585	75	23	a	a	DET
american_scientific_journal-4585	75	24	set	set	NOUN
american_scientific_journal-4585	75	25	of	of	ADP
american_scientific_journal-4585	75	26	positive	positive	ADJ
american_scientific_journal-4585	75	27	and	and	CCONJ
american_scientific_journal-4585	75	28	negative	negative	ADJ
american_scientific_journal-4585	75	29	values	value	NOUN
american_scientific_journal-4585	75	30	,	,	PUNCT
american_scientific_journal-4585	75	31	and	and	CCONJ
american_scientific_journal-4585	75	32	however	however	ADV
american_scientific_journal-4585	75	33	,	,	PUNCT
american_scientific_journal-4585	75	34	the	the	DET
american_scientific_journal-4585	75	35	classification	classification	NOUN
american_scientific_journal-4585	75	36	process	process	NOUN
american_scientific_journal-4585	75	37	is	be	AUX
american_scientific_journal-4585	75	38	taken	take	VERB
american_scientific_journal-4585	75	39	place	place	NOUN
american_scientific_journal-4585	75	40	with	with	ADP
american_scientific_journal-4585	75	41	percentage	percentage	NOUN
american_scientific_journal-4585	75	42	of	of	ADP
american_scientific_journal-4585	75	43	error	error	NOUN
american_scientific_journal-4585	75	44	.	.	PUNCT
american_scientific_journal-4585	76	1	hence	hence	ADV
american_scientific_journal-4585	76	2	some	some	DET
american_scientific_journal-4585	76	3	positive	positive	ADJ
american_scientific_journal-4585	76	4	values	value	NOUN
american_scientific_journal-4585	76	5	are	be	AUX
american_scientific_journal-4585	76	6	classified	classify	VERB
american_scientific_journal-4585	76	7	as	as	ADP
american_scientific_journal-4585	76	8	positive	positive	ADJ
american_scientific_journal-4585	76	9	without	without	ADP
american_scientific_journal-4585	76	10	error	error	NOUN
american_scientific_journal-4585	76	11	and	and	CCONJ
american_scientific_journal-4585	76	12	others	other	NOUN
american_scientific_journal-4585	76	13	are	be	AUX
american_scientific_journal-4585	76	14	classified	classify	VERB
american_scientific_journal-4585	76	15	with	with	ADP
american_scientific_journal-4585	76	16	error	error	NOUN
american_scientific_journal-4585	76	17	.	.	PUNCT
american_scientific_journal-4585	77	1	the	the	DET
american_scientific_journal-4585	77	2	sensitivity	sensitivity	NOUN
american_scientific_journal-4585	77	3	is	be	AUX
american_scientific_journal-4585	77	4	the	the	DET
american_scientific_journal-4585	77	5	measure	measure	NOUN
american_scientific_journal-4585	77	6	to	to	PART
american_scientific_journal-4585	77	7	identify	identify	VERB
american_scientific_journal-4585	77	8	the	the	DET
american_scientific_journal-4585	77	9	percentage	percentage	NOUN
american_scientific_journal-4585	77	10	of	of	ADP
american_scientific_journal-4585	77	11	error	error	NOUN
american_scientific_journal-4585	77	12	in	in	ADP
american_scientific_journal-4585	77	13	the	the	DET
american_scientific_journal-4585	77	14	classification	classification	NOUN
american_scientific_journal-4585	77	15	in	in	ADP
american_scientific_journal-4585	77	16	terms	term	NOUN
american_scientific_journal-4585	77	17	of	of	ADP
american_scientific_journal-4585	77	18	positives	positive	NOUN
american_scientific_journal-4585	77	19	misclassified	misclassifie	VERB
american_scientific_journal-4585	77	20	as	as	ADP
american_scientific_journal-4585	77	21	negatives	negative	NOUN
american_scientific_journal-4585	77	22	in	in	ADP
american_scientific_journal-4585	77	23	the	the	DET
american_scientific_journal-4585	77	24	classification	classification	NOUN
american_scientific_journal-4585	77	25	results	result	NOUN
american_scientific_journal-4585	77	26	.	.	PUNCT
american_scientific_journal-4585	78	1	the	the	DET
american_scientific_journal-4585	78	2	recall	recall	NOUN
american_scientific_journal-4585	78	3	is	be	AUX
american_scientific_journal-4585	78	4	another	another	DET
american_scientific_journal-4585	78	5	terminology	terminology	NOUN
american_scientific_journal-4585	78	6	of	of	ADP
american_scientific_journal-4585	78	7	the	the	DET
american_scientific_journal-4585	78	8	same	same	ADJ
american_scientific_journal-4585	78	9	point	point	NOUN
american_scientific_journal-4585	78	10	(	(	PUNCT
american_scientific_journal-4585	78	11	sensitivity	sensitivity	NOUN
american_scientific_journal-4585	78	12	)	)	PUNCT
american_scientific_journal-4585	78	13	and	and	CCONJ
american_scientific_journal-4585	78	14	it	it	PRON
american_scientific_journal-4585	78	15	can	can	AUX
american_scientific_journal-4585	78	16	be	be	AUX
american_scientific_journal-4585	78	17	calculated	calculate	VERB
american_scientific_journal-4585	78	18	using	use	VERB
american_scientific_journal-4585	78	19	the	the	DET
american_scientific_journal-4585	78	20	following	follow	VERB
american_scientific_journal-4585	78	21	formula	formula	NOUN
american_scientific_journal-4585	78	22	.	.	PUNCT
american_scientific_journal-4585	79	1	specificity=	specificity=	NUM
american_scientific_journal-4585	80	1	tn*(fp+tn)^-0.5	tn*(fp+tn)^-0.5	NUM
american_scientific_journal-4585	80	2	(	(	PUNCT
american_scientific_journal-4585	80	3	4	4	NUM
american_scientific_journal-4585	80	4	)	)	SYM
american_scientific_journal-4585	80	5	4	4	NUM
american_scientific_journal-4585	80	6	)	)	PUNCT
american_scientific_journal-4585	80	7	accuracy	accuracy	NOUN
american_scientific_journal-4585	80	8	:	:	PUNCT
american_scientific_journal-4585	80	9	the	the	DET
american_scientific_journal-4585	80	10	classification	classification	NOUN
american_scientific_journal-4585	80	11	process	process	NOUN
american_scientific_journal-4585	80	12	is	be	AUX
american_scientific_journal-4585	80	13	usually	usually	ADV
american_scientific_journal-4585	80	14	happening	happen	VERB
american_scientific_journal-4585	80	15	with	with	ADP
american_scientific_journal-4585	80	16	errors	error	NOUN
american_scientific_journal-4585	80	17	where	where	SCONJ
american_scientific_journal-4585	80	18	the	the	DET
american_scientific_journal-4585	80	19	positives	positive	NOUN
american_scientific_journal-4585	80	20	or	or	CCONJ
american_scientific_journal-4585	80	21	negatives	negative	NOUN
american_scientific_journal-4585	80	22	american	american	ADJ
american_scientific_journal-4585	80	23	scientific	scientific	PROPN
american_scientific_journal-4585	80	24	research	research	PROPN
american_scientific_journal-4585	80	25	journal	journal	NOUN
american_scientific_journal-4585	80	26	for	for	ADP
american_scientific_journal-4585	80	27	engineering	engineering	NOUN
american_scientific_journal-4585	80	28	,	,	PUNCT
american_scientific_journal-4585	80	29	technology	technology	NOUN
american_scientific_journal-4585	80	30	,	,	PUNCT
american_scientific_journal-4585	80	31	and	and	CCONJ
american_scientific_journal-4585	80	32	sciences	science	NOUN
american_scientific_journal-4585	80	33	(	(	PUNCT
american_scientific_journal-4585	80	34	asrjets	asrjet	NOUN
american_scientific_journal-4585	80	35	)	)	PUNCT
american_scientific_journal-4585	80	36	(	(	PUNCT
american_scientific_journal-4585	80	37	2019	2019	NUM
american_scientific_journal-4585	80	38	)	)	PUNCT
american_scientific_journal-4585	80	39	volume	volume	NOUN
american_scientific_journal-4585	80	40	51	51	NUM
american_scientific_journal-4585	80	41	,	,	PUNCT
american_scientific_journal-4585	80	42	no	no	DET
american_scientific_journal-4585	80	43	1	1	NUM
american_scientific_journal-4585	80	44	,	,	PUNCT
american_scientific_journal-4585	80	45	pp	pp	ADV
american_scientific_journal-4585	80	46	38	38	NUM
american_scientific_journal-4585	80	47	-	-	SYM
american_scientific_journal-4585	80	48	46	46	NUM
american_scientific_journal-4585	80	49	42	42	NUM
american_scientific_journal-4585	80	50	values	value	NOUN
american_scientific_journal-4585	80	51	are	be	AUX
american_scientific_journal-4585	80	52	classified	classify	VERB
american_scientific_journal-4585	80	53	into	into	ADP
american_scientific_journal-4585	80	54	negatives	negative	NOUN
american_scientific_journal-4585	80	55	and	and	CCONJ
american_scientific_journal-4585	80	56	positives	positive	NOUN
american_scientific_journal-4585	80	57	respectively	respectively	ADV
american_scientific_journal-4585	80	58	.	.	PUNCT
american_scientific_journal-4585	81	1	the	the	DET
american_scientific_journal-4585	81	2	overall	overall	ADJ
american_scientific_journal-4585	81	3	percentage	percentage	NOUN
american_scientific_journal-4585	81	4	of	of	ADP
american_scientific_journal-4585	81	5	error	error	NOUN
american_scientific_journal-4585	81	6	happening	happen	VERB
american_scientific_journal-4585	81	7	y	y	NOUN
american_scientific_journal-4585	81	8	accumulating	accumulate	VERB
american_scientific_journal-4585	81	9	all	all	DET
american_scientific_journal-4585	81	10	sensitivity	sensitivity	NOUN
american_scientific_journal-4585	81	11	and	and	CCONJ
american_scientific_journal-4585	81	12	specificity	specificity	NOUN
american_scientific_journal-4585	81	13	error	error	NOUN
american_scientific_journal-4585	81	14	are	be	AUX
american_scientific_journal-4585	81	15	called	call	VERB
american_scientific_journal-4585	81	16	as	as	ADP
american_scientific_journal-4585	81	17	accuracy	accuracy	NOUN
american_scientific_journal-4585	81	18	,	,	PUNCT
american_scientific_journal-4585	81	19	the	the	DET
american_scientific_journal-4585	81	20	same	same	ADJ
american_scientific_journal-4585	81	21	can	can	AUX
american_scientific_journal-4585	81	22	be	be	AUX
american_scientific_journal-4585	81	23	represented	represent	VERB
american_scientific_journal-4585	81	24	as	as	ADP
american_scientific_journal-4585	81	25	the	the	DET
american_scientific_journal-4585	81	26	following	follow	VERB
american_scientific_journal-4585	81	27	formula	formula	NOUN
american_scientific_journal-4585	81	28	.	.	PUNCT
american_scientific_journal-4585	82	1	accuracy=	accuracy=	PUNCT
american_scientific_journal-4585	82	2	(	(	PUNCT
american_scientific_journal-4585	82	3	tn+tp)*(fn+tp+tn+fp)^-0.5	tn+tp)*(fn+tp+tn+fp)^-0.5	NUM
american_scientific_journal-4585	82	4	5	5	NUM
american_scientific_journal-4585	82	5	)	)	PUNCT
american_scientific_journal-4585	82	6	positive	positive	ADJ
american_scientific_journal-4585	82	7	prediction	prediction	NOUN
american_scientific_journal-4585	82	8	of	of	ADP
american_scientific_journal-4585	82	9	the	the	DET
american_scientific_journal-4585	82	10	value	value	NOUN
american_scientific_journal-4585	82	11	(	(	PUNCT
american_scientific_journal-4585	82	12	precision	precision	NOUN
american_scientific_journal-4585	82	13	):	):	PUNCT
american_scientific_journal-4585	82	14	it	it	PRON
american_scientific_journal-4585	82	15	is	be	AUX
american_scientific_journal-4585	82	16	called	call	VERB
american_scientific_journal-4585	82	17	in	in	ADP
american_scientific_journal-4585	82	18	short	short	ADJ
american_scientific_journal-4585	82	19	as	as	ADP
american_scientific_journal-4585	82	20	ppv	ppv	NOUN
american_scientific_journal-4585	82	21	and	and	CCONJ
american_scientific_journal-4585	82	22	is	be	AUX
american_scientific_journal-4585	82	23	determined	determine	VERB
american_scientific_journal-4585	82	24	as	as	ADP
american_scientific_journal-4585	82	25	per	per	ADP
american_scientific_journal-4585	82	26	the	the	DET
american_scientific_journal-4585	82	27	following	follow	VERB
american_scientific_journal-4585	82	28	formula	formula	NOUN
american_scientific_journal-4585	82	29	.	.	PUNCT
american_scientific_journal-4585	83	1	ppv	ppv	X
american_scientific_journal-4585	84	1	=	=	NOUN
american_scientific_journal-4585	84	2	tp*(fp+tp	tp*(fp+tp	NOUN
american_scientific_journal-4585	84	3	)	)	PUNCT
american_scientific_journal-4585	84	4	(	(	PUNCT
american_scientific_journal-4585	84	5	5	5	X
american_scientific_journal-4585	84	6	)	)	PUNCT
american_scientific_journal-4585	84	7	the	the	DET
american_scientific_journal-4585	84	8	k	k	ADJ
american_scientific_journal-4585	84	9	-	-	ADJ
american_scientific_journal-4585	84	10	fold	fold	ADJ
american_scientific_journal-4585	84	11	cross	cross	NOUN
american_scientific_journal-4585	84	12	validation	validation	NOUN
american_scientific_journal-4585	84	13	method	method	NOUN
american_scientific_journal-4585	84	14	is	be	AUX
american_scientific_journal-4585	84	15	used	use	VERB
american_scientific_journal-4585	84	16	as	as	ADP
american_scientific_journal-4585	84	17	validation	validation	NOUN
american_scientific_journal-4585	84	18	technique	technique	NOUN
american_scientific_journal-4585	84	19	in	in	ADP
american_scientific_journal-4585	84	20	this	this	DET
american_scientific_journal-4585	84	21	project	project	NOUN
american_scientific_journal-4585	84	22	where	where	SCONJ
american_scientific_journal-4585	84	23	it	it	PRON
american_scientific_journal-4585	84	24	based	base	VERB
american_scientific_journal-4585	84	25	on	on	ADP
american_scientific_journal-4585	84	26	the	the	DET
american_scientific_journal-4585	84	27	method	method	NOUN
american_scientific_journal-4585	84	28	of	of	ADP
american_scientific_journal-4585	84	29	holdout	holdout	NOUN
american_scientific_journal-4585	84	30	.	.	PUNCT
american_scientific_journal-4585	85	1	however	however	ADV
american_scientific_journal-4585	85	2	,	,	PUNCT
american_scientific_journal-4585	85	3	for	for	ADP
american_scientific_journal-4585	85	4	particular	particular	ADJ
american_scientific_journal-4585	85	5	dataset	dataset	NOUN
american_scientific_journal-4585	85	6	,	,	PUNCT
american_scientific_journal-4585	85	7	the	the	DET
american_scientific_journal-4585	85	8	k	k	ADJ
american_scientific_journal-4585	85	9	-	-	ADJ
american_scientific_journal-4585	85	10	fold	fold	ADJ
american_scientific_journal-4585	85	11	method	method	NOUN
american_scientific_journal-4585	85	12	is	be	AUX
american_scientific_journal-4585	85	13	firstly	firstly	ADV
american_scientific_journal-4585	85	14	segregating	segregate	VERB
american_scientific_journal-4585	85	15	the	the	DET
american_scientific_journal-4585	85	16	dataset	dataset	NOUN
american_scientific_journal-4585	85	17	into	into	ADP
american_scientific_journal-4585	85	18	ks	ks	NOUN
american_scientific_journal-4585	85	19	groups	group	NOUN
american_scientific_journal-4585	85	20	where	where	SCONJ
american_scientific_journal-4585	85	21	the	the	DET
american_scientific_journal-4585	85	22	first	first	ADJ
american_scientific_journal-4585	85	23	group	group	NOUN
american_scientific_journal-4585	85	24	can	can	AUX
american_scientific_journal-4585	85	25	be	be	AUX
american_scientific_journal-4585	85	26	nominated	nominate	VERB
american_scientific_journal-4585	85	27	as	as	ADP
american_scientific_journal-4585	85	28	gr(1	gr(1	PROPN
american_scientific_journal-4585	85	29	)	)	PUNCT
american_scientific_journal-4585	85	30	and	and	CCONJ
american_scientific_journal-4585	85	31	last	last	ADJ
american_scientific_journal-4585	85	32	group	group	NOUN
american_scientific_journal-4585	85	33	can	can	AUX
american_scientific_journal-4585	85	34	be	be	AUX
american_scientific_journal-4585	85	35	nominated	nominate	VERB
american_scientific_journal-4585	85	36	as	as	ADP
american_scientific_journal-4585	85	37	gr(k	gr(k	NOUN
american_scientific_journal-4585	85	38	)	)	PUNCT
american_scientific_journal-4585	85	39	.	.	PUNCT
american_scientific_journal-4585	86	1	the	the	DET
american_scientific_journal-4585	86	2	k	k	ADJ
american_scientific_journal-4585	86	3	-	-	ADJ
american_scientific_journal-4585	86	4	fold	fold	ADJ
american_scientific_journal-4585	86	5	involves	involve	VERB
american_scientific_journal-4585	86	6	using	use	VERB
american_scientific_journal-4585	86	7	the	the	DET
american_scientific_journal-4585	86	8	holdout	holdout	NOUN
american_scientific_journal-4585	86	9	method	method	NOUN
american_scientific_journal-4585	86	10	on	on	ADP
american_scientific_journal-4585	86	11	each	each	DET
american_scientific_journal-4585	86	12	kth	kth	PROPN
american_scientific_journal-4585	86	13	group	group	NOUN
american_scientific_journal-4585	86	14	and	and	CCONJ
american_scientific_journal-4585	86	15	validating	validate	VERB
american_scientific_journal-4585	86	16	the	the	DET
american_scientific_journal-4585	86	17	results	result	NOUN
american_scientific_journal-4585	86	18	obtained	obtain	VERB
american_scientific_journal-4585	86	19	from	from	ADP
american_scientific_journal-4585	86	20	this	this	DET
american_scientific_journal-4585	86	21	method	method	NOUN
american_scientific_journal-4585	86	22	with	with	ADP
american_scientific_journal-4585	86	23	the	the	DET
american_scientific_journal-4585	86	24	results	result	NOUN
american_scientific_journal-4585	86	25	of	of	ADP
american_scientific_journal-4585	86	26	entering	enter	VERB
american_scientific_journal-4585	86	27	the	the	DET
american_scientific_journal-4585	86	28	gr(n+1	gr(n+1	NOUN
american_scientific_journal-4585	86	29	)	)	PUNCT
american_scientific_journal-4585	86	30	into	into	ADP
american_scientific_journal-4585	86	31	the	the	DET
american_scientific_journal-4585	86	32	holdout	holdout	NOUN
american_scientific_journal-4585	86	33	method	method	NOUN
american_scientific_journal-4585	86	34	.	.	PUNCT
american_scientific_journal-4585	87	1	more	more	ADV
american_scientific_journal-4585	87	2	likely	likely	ADJ
american_scientific_journal-4585	87	3	,	,	PUNCT
american_scientific_journal-4585	87	4	the	the	DET
american_scientific_journal-4585	87	5	groups	group	NOUN
american_scientific_journal-4585	87	6	are	be	AUX
american_scientific_journal-4585	87	7	used	use	VERB
american_scientific_journal-4585	87	8	for	for	ADP
american_scientific_journal-4585	87	9	testing	testing	NOUN
american_scientific_journal-4585	87	10	and	and	CCONJ
american_scientific_journal-4585	87	11	validation	validation	NOUN
american_scientific_journal-4585	87	12	consecutively	consecutively	ADV
american_scientific_journal-4585	87	13	.	.	PUNCT
american_scientific_journal-4585	88	1	4	4	X
american_scientific_journal-4585	88	2	.	.	X
american_scientific_journal-4585	88	3	simulated	simulate	VERB
american_scientific_journal-4585	88	4	model	model	NOUN
american_scientific_journal-4585	88	5	the	the	DET
american_scientific_journal-4585	88	6	proposed	propose	VERB
american_scientific_journal-4585	88	7	system	system	NOUN
american_scientific_journal-4585	88	8	has	have	AUX
american_scientific_journal-4585	88	9	been	be	AUX
american_scientific_journal-4585	88	10	implemented	implement	VERB
american_scientific_journal-4585	88	11	and	and	CCONJ
american_scientific_journal-4585	88	12	tested	test	VERB
american_scientific_journal-4585	88	13	in	in	ADP
american_scientific_journal-4585	88	14	matlab	matlab	PROPN
american_scientific_journal-4585	88	15	and	and	CCONJ
american_scientific_journal-4585	88	16	weka	weka	NOUN
american_scientific_journal-4585	88	17	under	under	ADP
american_scientific_journal-4585	88	18	windows	window	NOUN
american_scientific_journal-4585	88	19	operating	operating	NOUN
american_scientific_journal-4585	88	20	system	system	NOUN
american_scientific_journal-4585	88	21	.	.	PUNCT
american_scientific_journal-4585	89	1	the	the	DET
american_scientific_journal-4585	89	2	performance	performance	NOUN
american_scientific_journal-4585	89	3	of	of	ADP
american_scientific_journal-4585	89	4	the	the	DET
american_scientific_journal-4585	89	5	classification	classification	NOUN
american_scientific_journal-4585	89	6	algorithm	algorithm	NOUN
american_scientific_journal-4585	89	7	was	be	AUX
american_scientific_journal-4585	89	8	tested	test	VERB
american_scientific_journal-4585	89	9	with	with	ADP
american_scientific_journal-4585	89	10	the	the	DET
american_scientific_journal-4585	89	11	breast	breast	NOUN
american_scientific_journal-4585	89	12	cancer	cancer	NOUN
american_scientific_journal-4585	89	13	database	database	NOUN
american_scientific_journal-4585	89	14	called	call	VERB
american_scientific_journal-4585	89	15	“	"	PUNCT
american_scientific_journal-4585	89	16	breast	breast	NOUN
american_scientific_journal-4585	89	17	cancer	cancer	NOUN
american_scientific_journal-4585	89	18	coimbra	coimbra	PROPN
american_scientific_journal-4585	89	19	data	data	PROPN
american_scientific_journal-4585	89	20	set	set	PROPN
american_scientific_journal-4585	89	21	’’	’'	PUNCT
american_scientific_journal-4585	89	22	.	.	PUNCT
american_scientific_journal-4585	90	1	this	this	DET
american_scientific_journal-4585	90	2	data	datum	NOUN
american_scientific_journal-4585	90	3	set	set	VERB
american_scientific_journal-4585	90	4	is	be	AUX
american_scientific_journal-4585	90	5	originally	originally	ADV
american_scientific_journal-4585	90	6	prepared	prepare	VERB
american_scientific_journal-4585	90	7	by	by	ADP
american_scientific_journal-4585	90	8	the	the	DET
american_scientific_journal-4585	90	9	faculty	faculty	NOUN
american_scientific_journal-4585	90	10	of	of	ADP
american_scientific_journal-4585	90	11	medicine	medicine	NOUN
american_scientific_journal-4585	90	12	of	of	ADP
american_scientific_journal-4585	90	13	the	the	DET
american_scientific_journal-4585	90	14	university	university	NOUN
american_scientific_journal-4585	90	15	of	of	ADP
american_scientific_journal-4585	90	16	coimbra	coimbra	PROPN
american_scientific_journal-4585	90	17	.	.	PUNCT
american_scientific_journal-4585	91	1	it	it	PRON
american_scientific_journal-4585	91	2	has	have	VERB
american_scientific_journal-4585	91	3	10	10	NUM
american_scientific_journal-4585	91	4	predictors	predictor	NOUN
american_scientific_journal-4585	91	5	.	.	PUNCT
american_scientific_journal-4585	92	1	these	these	DET
american_scientific_journal-4585	92	2	predictors	predictor	NOUN
american_scientific_journal-4585	92	3	can	can	AUX
american_scientific_journal-4585	92	4	potentially	potentially	ADV
american_scientific_journal-4585	92	5	be	be	AUX
american_scientific_journal-4585	92	6	used	use	VERB
american_scientific_journal-4585	92	7	as	as	ADP
american_scientific_journal-4585	92	8	a	a	DET
american_scientific_journal-4585	92	9	biomarker	biomarker	NOUN
american_scientific_journal-4585	92	10	of	of	ADP
american_scientific_journal-4585	92	11	breast	breast	NOUN
american_scientific_journal-4585	92	12	cancer	cancer	NOUN
american_scientific_journal-4585	92	13	.	.	PUNCT
american_scientific_journal-4585	93	1	the	the	DET
american_scientific_journal-4585	93	2	user	user	NOUN
american_scientific_journal-4585	93	3	interface	interface	NOUN
american_scientific_journal-4585	93	4	showing	show	VERB
american_scientific_journal-4585	93	5	the	the	DET
american_scientific_journal-4585	93	6	multidimensional	multidimensional	ADJ
american_scientific_journal-4585	93	7	data	datum	NOUN
american_scientific_journal-4585	93	8	projected	project	VERB
american_scientific_journal-4585	93	9	in	in	ADP
american_scientific_journal-4585	93	10	virtual	virtual	ADJ
american_scientific_journal-4585	93	11	2d	2d	NUM
american_scientific_journal-4585	93	12	space	space	NOUN
american_scientific_journal-4585	93	13	is	be	AUX
american_scientific_journal-4585	93	14	given	give	VERB
american_scientific_journal-4585	93	15	in	in	ADP
american_scientific_journal-4585	93	16	the	the	DET
american_scientific_journal-4585	93	17	figure	figure	NOUN
american_scientific_journal-4585	93	18	below	below	ADV
american_scientific_journal-4585	93	19	:	:	PUNCT
american_scientific_journal-4585	93	20	figure	figure	VERB
american_scientific_journal-4585	93	21	2	2	NUM
american_scientific_journal-4585	93	22	:	:	PUNCT
american_scientific_journal-4585	93	23	the	the	DET
american_scientific_journal-4585	93	24	cancer	cancer	NOUN
american_scientific_journal-4585	93	25	data	datum	NOUN
american_scientific_journal-4585	93	26	projected	project	VERB
american_scientific_journal-4585	93	27	in	in	ADP
american_scientific_journal-4585	93	28	virtual	virtual	ADJ
american_scientific_journal-4585	93	29	2d	2d	NUM
american_scientific_journal-4585	93	30	space	space	NOUN
american_scientific_journal-4585	93	31	american	american	PROPN
american_scientific_journal-4585	93	32	scientific	scientific	ADJ
american_scientific_journal-4585	93	33	research	research	NOUN
american_scientific_journal-4585	93	34	journal	journal	NOUN
american_scientific_journal-4585	93	35	for	for	ADP
american_scientific_journal-4585	93	36	engineering	engineering	NOUN
american_scientific_journal-4585	93	37	,	,	PUNCT
american_scientific_journal-4585	93	38	technology	technology	NOUN
american_scientific_journal-4585	93	39	,	,	PUNCT
american_scientific_journal-4585	93	40	and	and	CCONJ
american_scientific_journal-4585	93	41	sciences	science	NOUN
american_scientific_journal-4585	93	42	(	(	PUNCT
american_scientific_journal-4585	93	43	asrjets	asrjet	NOUN
american_scientific_journal-4585	93	44	)	)	PUNCT
american_scientific_journal-4585	93	45	(	(	PUNCT
american_scientific_journal-4585	93	46	2019	2019	NUM
american_scientific_journal-4585	93	47	)	)	PUNCT
american_scientific_journal-4585	93	48	volume	volume	NOUN
american_scientific_journal-4585	93	49	51	51	NUM
american_scientific_journal-4585	93	50	,	,	PUNCT
american_scientific_journal-4585	93	51	no	no	DET
american_scientific_journal-4585	93	52	1	1	NUM
american_scientific_journal-4585	93	53	,	,	PUNCT
american_scientific_journal-4585	93	54	pp	pp	ADV
american_scientific_journal-4585	93	55	38	38	NUM
american_scientific_journal-4585	93	56	-	-	SYM
american_scientific_journal-4585	93	57	46	46	NUM
american_scientific_journal-4585	93	58	43	43	NUM
american_scientific_journal-4585	93	59	the	the	DET
american_scientific_journal-4585	93	60	figure	figure	NOUN
american_scientific_journal-4585	93	61	below	below	ADV
american_scientific_journal-4585	93	62	is	be	AUX
american_scientific_journal-4585	93	63	showing	show	VERB
american_scientific_journal-4585	93	64	the	the	DET
american_scientific_journal-4585	93	65	multidimensional	multidimensional	ADJ
american_scientific_journal-4585	93	66	data	datum	NOUN
american_scientific_journal-4585	93	67	projected	project	VERB
american_scientific_journal-4585	93	68	in	in	ADP
american_scientific_journal-4585	93	69	virtual	virtual	ADJ
american_scientific_journal-4585	93	70	3d	3d	PROPN
american_scientific_journal-4585	93	71	space	space	NOUN
american_scientific_journal-4585	93	72	:	:	PUNCT
american_scientific_journal-4585	93	73	figure	figure	VERB
american_scientific_journal-4585	93	74	3	3	NUM
american_scientific_journal-4585	93	75	:	:	PUNCT
american_scientific_journal-4585	94	1	the	the	DET
american_scientific_journal-4585	94	2	cancer	cancer	NOUN
american_scientific_journal-4585	94	3	data	datum	NOUN
american_scientific_journal-4585	94	4	projected	project	VERB
american_scientific_journal-4585	94	5	in	in	ADP
american_scientific_journal-4585	94	6	virtual	virtual	ADJ
american_scientific_journal-4585	94	7	2d	2d	NUM
american_scientific_journal-4585	94	8	space	space	NOUN
american_scientific_journal-4585	94	9	5	5	NUM
american_scientific_journal-4585	94	10	.	.	PUNCT
american_scientific_journal-4585	94	11	performance	performance	NOUN
american_scientific_journal-4585	94	12	of	of	ADP
american_scientific_journal-4585	94	13	classification	classification	NOUN
american_scientific_journal-4585	94	14	the	the	DET
american_scientific_journal-4585	94	15	console	console	NOUN
american_scientific_journal-4585	94	16	output	output	NOUN
american_scientific_journal-4585	94	17	showing	show	VERB
american_scientific_journal-4585	94	18	the	the	DET
american_scientific_journal-4585	94	19	classification	classification	NOUN
american_scientific_journal-4585	94	20	performance	performance	NOUN
american_scientific_journal-4585	94	21	of	of	ADP
american_scientific_journal-4585	94	22	the	the	DET
american_scientific_journal-4585	94	23	three	three	NUM
american_scientific_journal-4585	94	24	classification	classification	NOUN
american_scientific_journal-4585	94	25	algorithms	algorithm	NOUN
american_scientific_journal-4585	94	26	as	as	ADP
american_scientific_journal-4585	94	27	the	the	DET
american_scientific_journal-4585	94	28	following	follow	VERB
american_scientific_journal-4585	94	29	table	table	NOUN
american_scientific_journal-4585	94	30	:	:	PUNCT
american_scientific_journal-4585	94	31	figure	figure	NOUN
american_scientific_journal-4585	94	32	4	4	NUM
american_scientific_journal-4585	94	33	:	:	PUNCT
american_scientific_journal-4585	94	34	the	the	DET
american_scientific_journal-4585	94	35	class	class	NOUN
american_scientific_journal-4585	94	36	performance	performance	NOUN
american_scientific_journal-4585	94	37	of	of	ADP
american_scientific_journal-4585	94	38	benign	benign	ADJ
american_scientific_journal-4585	94	39	cases	case	NOUN
american_scientific_journal-4585	94	40	.	.	PUNCT
american_scientific_journal-4585	95	1	figure	figure	VERB
american_scientific_journal-4585	95	2	5	5	NUM
american_scientific_journal-4585	95	3	:	:	PUNCT
american_scientific_journal-4585	95	4	average	average	ADJ
american_scientific_journal-4585	95	5	performance	performance	NOUN
american_scientific_journal-4585	95	6	of	of	ADP
american_scientific_journal-4585	95	7	classification	classification	NOUN
american_scientific_journal-4585	95	8	with	with	ADP
american_scientific_journal-4585	95	9	both	both	DET
american_scientific_journal-4585	95	10	cases	case	NOUN
american_scientific_journal-4585	95	11	0.406	0.406	NUM
american_scientific_journal-4585	95	12	0.154	0.154	NUM
american_scientific_journal-4585	95	13	0.765	0.765	NUM
american_scientific_journal-4585	95	14	0.406	0.406	NUM
american_scientific_journal-4585	95	15	0.531	0.531	NUM
american_scientific_journal-4585	95	16	0.735	0.735	NUM
american_scientific_journal-4585	95	17	0.703	0.703	NUM
american_scientific_journal-4585	95	18	0.327	0.327	NUM
american_scientific_journal-4585	95	19	0.726	0.726	NUM
american_scientific_journal-4585	95	20	0.703	0.703	NUM
american_scientific_journal-4585	95	21	0.714	0.714	NUM
american_scientific_journal-4585	95	22	0.701	0.701	NUM
american_scientific_journal-4585	95	23	0.656	0.656	NUM
american_scientific_journal-4585	95	24	0.212	0.212	NUM
american_scientific_journal-4585	95	25	0.792	0.792	NUM
american_scientific_journal-4585	95	26	0.656	0.656	NUM
american_scientific_journal-4585	95	27	0.718	0.718	NUM
american_scientific_journal-4585	95	28	0.77	0.77	NUM
american_scientific_journal-4585	95	29	0	0	NUM
american_scientific_journal-4585	95	30	0.1	0.1	NUM
american_scientific_journal-4585	95	31	0.2	0.2	NUM
american_scientific_journal-4585	95	32	0.3	0.3	NUM
american_scientific_journal-4585	95	33	0.4	0.4	NUM
american_scientific_journal-4585	95	34	0.5	0.5	NUM
american_scientific_journal-4585	95	35	0.6	0.6	NUM
american_scientific_journal-4585	95	36	0.7	0.7	NUM
american_scientific_journal-4585	95	37	0.8	0.8	NUM
american_scientific_journal-4585	95	38	0.9	0.9	NUM
american_scientific_journal-4585	95	39	tp	tp	NOUN
american_scientific_journal-4585	95	40	-	-	PUNCT
american_scientific_journal-4585	95	41	rate	rate	NOUN
american_scientific_journal-4585	95	42	fp	fp	ADJ
american_scientific_journal-4585	95	43	-	-	PUNCT
american_scientific_journal-4585	95	44	rate	rate	NOUN
american_scientific_journal-4585	95	45	precision	precision	NOUN
american_scientific_journal-4585	95	46	recall	recall	VERB
american_scientific_journal-4585	96	1	f	f	NOUN
american_scientific_journal-4585	96	2	-	-	PUNCT
american_scientific_journal-4585	96	3	measure	measure	NOUN
american_scientific_journal-4585	96	4	roc	roc	PROPN
american_scientific_journal-4585	96	5	-	-	PUNCT
american_scientific_journal-4585	96	6	area	area	NOUN
american_scientific_journal-4585	96	7	pe	pe	PROPN
american_scientific_journal-4585	96	8	rfo	rfo	PROPN
american_scientific_journal-4585	96	9	rm	rm	PROPN
american_scientific_journal-4585	96	10	an	an	PROPN
american_scientific_journal-4585	96	11	ce	ce	PROPN
american_scientific_journal-4585	96	12	.	.	PUNCT
american_scientific_journal-4585	97	1	performance	performance	NOUN
american_scientific_journal-4585	97	2	metrics	metric	NOUN
american_scientific_journal-4585	97	3	class	class	NOUN
american_scientific_journal-4585	97	4	-	-	PUNCT
american_scientific_journal-4585	97	5	wise	wise	ADJ
american_scientific_journal-4585	97	6	performance	performance	NOUN
american_scientific_journal-4585	97	7	of	of	ADP
american_scientific_journal-4585	97	8	malignant	malignant	ADJ
american_scientific_journal-4585	97	9	cases	case	NOUN
american_scientific_journal-4585	97	10	naivebayes	naivebaye	VERB
american_scientific_journal-4585	97	11	j48	j48	PROPN
american_scientific_journal-4585	97	12	rbf	rbf	PROPN
american_scientific_journal-4585	97	13	-	-	PUNCT
american_scientific_journal-4585	97	14	nn	nn	PROPN
american_scientific_journal-4585	97	15	american	american	PROPN
american_scientific_journal-4585	97	16	scientific	scientific	PROPN
american_scientific_journal-4585	97	17	research	research	PROPN
american_scientific_journal-4585	97	18	journal	journal	NOUN
american_scientific_journal-4585	97	19	for	for	ADP
american_scientific_journal-4585	97	20	engineering	engineering	NOUN
american_scientific_journal-4585	97	21	,	,	PUNCT
american_scientific_journal-4585	97	22	technology	technology	NOUN
american_scientific_journal-4585	97	23	,	,	PUNCT
american_scientific_journal-4585	97	24	and	and	CCONJ
american_scientific_journal-4585	97	25	sciences	science	NOUN
american_scientific_journal-4585	97	26	(	(	PUNCT
american_scientific_journal-4585	97	27	asrjets	asrjet	NOUN
american_scientific_journal-4585	97	28	)	)	PUNCT
american_scientific_journal-4585	97	29	(	(	PUNCT
american_scientific_journal-4585	97	30	2019	2019	NUM
american_scientific_journal-4585	97	31	)	)	PUNCT
american_scientific_journal-4585	97	32	volume	volume	NOUN
american_scientific_journal-4585	97	33	51	51	NUM
american_scientific_journal-4585	97	34	,	,	PUNCT
american_scientific_journal-4585	97	35	no	no	DET
american_scientific_journal-4585	97	36	1	1	NUM
american_scientific_journal-4585	97	37	,	,	PUNCT
american_scientific_journal-4585	97	38	pp	pp	ADV
american_scientific_journal-4585	97	39	38	38	NUM
american_scientific_journal-4585	97	40	-	-	SYM
american_scientific_journal-4585	97	41	46	46	NUM
american_scientific_journal-4585	97	42	44	44	NUM
american_scientific_journal-4585	97	43	figure	figure	NOUN
american_scientific_journal-4585	97	44	6	6	NUM
american_scientific_journal-4585	97	45	:	:	PUNCT
american_scientific_journal-4585	97	46	graphical	graphical	ADJ
american_scientific_journal-4585	97	47	representation	representation	NOUN
american_scientific_journal-4585	97	48	of	of	ADP
american_scientific_journal-4585	97	49	average	average	ADJ
american_scientific_journal-4585	97	50	performance	performance	NOUN
american_scientific_journal-4585	97	51	from	from	ADP
american_scientific_journal-4585	97	52	both	both	DET
american_scientific_journal-4585	97	53	cases	case	NOUN
american_scientific_journal-4585	97	54	.	.	PUNCT
american_scientific_journal-4585	98	1	weka	weka	PROPN
american_scientific_journal-4585	98	2	is	be	AUX
american_scientific_journal-4585	98	3	data	datum	NOUN
american_scientific_journal-4585	98	4	mining	mining	NOUN
american_scientific_journal-4585	98	5	software	software	NOUN
american_scientific_journal-4585	98	6	that	that	PRON
american_scientific_journal-4585	98	7	uses	use	VERB
american_scientific_journal-4585	98	8	a	a	DET
american_scientific_journal-4585	98	9	collection	collection	NOUN
american_scientific_journal-4585	98	10	of	of	ADP
american_scientific_journal-4585	98	11	machine	machine	NOUN
american_scientific_journal-4585	98	12	learning	learn	VERB
american_scientific_journal-4585	98	13	algorithms	algorithm	NOUN
american_scientific_journal-4585	98	14	(	(	PUNCT
american_scientific_journal-4585	98	15	6	6	NUM
american_scientific_journal-4585	98	16	)	)	PUNCT
american_scientific_journal-4585	98	17	.	.	PUNCT
american_scientific_journal-4585	99	1	these	these	DET
american_scientific_journal-4585	99	2	algorithms	algorithm	NOUN
american_scientific_journal-4585	99	3	can	can	AUX
american_scientific_journal-4585	99	4	be	be	AUX
american_scientific_journal-4585	99	5	applied	apply	VERB
american_scientific_journal-4585	99	6	directly	directly	ADV
american_scientific_journal-4585	99	7	to	to	ADP
american_scientific_journal-4585	99	8	the	the	DET
american_scientific_journal-4585	99	9	data	datum	NOUN
american_scientific_journal-4585	99	10	or	or	CCONJ
american_scientific_journal-4585	99	11	called	call	VERB
american_scientific_journal-4585	99	12	from	from	ADP
american_scientific_journal-4585	99	13	the	the	DET
american_scientific_journal-4585	99	14	java	java	PROPN
american_scientific_journal-4585	99	15	code	code	PROPN
american_scientific_journal-4585	99	16	.	.	PUNCT
american_scientific_journal-4585	100	1	it	it	PRON
american_scientific_journal-4585	100	2	also	also	ADV
american_scientific_journal-4585	100	3	used	use	VERB
american_scientific_journal-4585	100	4	for	for	ADP
american_scientific_journal-4585	100	5	applying	apply	VERB
american_scientific_journal-4585	100	6	the	the	DET
american_scientific_journal-4585	100	7	classification	classification	NOUN
american_scientific_journal-4585	100	8	on	on	ADP
american_scientific_journal-4585	100	9	the	the	DET
american_scientific_journal-4585	100	10	cancer	cancer	NOUN
american_scientific_journal-4585	100	11	data	datum	NOUN
american_scientific_journal-4585	100	12	and	and	CCONJ
american_scientific_journal-4585	100	13	hence	hence	ADV
american_scientific_journal-4585	100	14	the	the	DET
american_scientific_journal-4585	100	15	following	follow	VERB
american_scientific_journal-4585	100	16	results	result	NOUN
american_scientific_journal-4585	100	17	are	be	AUX
american_scientific_journal-4585	100	18	obtained	obtain	VERB
american_scientific_journal-4585	100	19	.	.	PUNCT
american_scientific_journal-4585	101	1	figure	figure	VERB
american_scientific_journal-4585	101	2	7	7	NUM
american_scientific_journal-4585	101	3	:	:	PUNCT
american_scientific_journal-4585	101	4	accuracy	accuracy	NOUN
american_scientific_journal-4585	101	5	of	of	ADP
american_scientific_journal-4585	101	6	classifying	classify	VERB
american_scientific_journal-4585	101	7	of	of	ADP
american_scientific_journal-4585	101	8	both	both	DET
american_scientific_journal-4585	101	9	cases	case	NOUN
american_scientific_journal-4585	101	10	in	in	ADP
american_scientific_journal-4585	101	11	terms	term	NOUN
american_scientific_journal-4585	101	12	of	of	ADP
american_scientific_journal-4585	101	13	tp	tp	NOUN
american_scientific_journal-4585	101	14	and	and	CCONJ
american_scientific_journal-4585	101	15	fp	fp	X
american_scientific_journal-4585	101	16	in	in	ADP
american_scientific_journal-4585	101	17	weka	weka	PROPN
american_scientific_journal-4585	101	18	.	.	PUNCT
american_scientific_journal-4585	102	1	figure	figure	VERB
american_scientific_journal-4585	102	2	8	8	NUM
american_scientific_journal-4585	102	3	:	:	PUNCT
american_scientific_journal-4585	102	4	accuracy	accuracy	NOUN
american_scientific_journal-4585	102	5	of	of	ADP
american_scientific_journal-4585	102	6	classifying	classify	VERB
american_scientific_journal-4585	102	7	of	of	ADP
american_scientific_journal-4585	102	8	both	both	DET
american_scientific_journal-4585	102	9	cases	case	NOUN
american_scientific_journal-4585	102	10	in	in	ADP
american_scientific_journal-4585	102	11	terms	term	NOUN
american_scientific_journal-4585	102	12	of	of	ADP
american_scientific_journal-4585	102	13	precision	precision	NOUN
american_scientific_journal-4585	102	14	and	and	CCONJ
american_scientific_journal-4585	102	15	recall	recall	NOUN
american_scientific_journal-4585	102	16	in	in	ADP
american_scientific_journal-4585	102	17	weka	weka	PROPN
american_scientific_journal-4585	102	18	.	.	PUNCT
american_scientific_journal-4585	103	1	0.603	0.603	NUM
american_scientific_journal-4585	103	2	0.351	0.351	NUM
american_scientific_journal-4585	103	3	0.662	0.662	NUM
american_scientific_journal-4585	103	4	0.603	0.603	NUM
american_scientific_journal-4585	103	5	0.587	0.587	NUM
american_scientific_journal-4585	103	6	0.735	0.735	NUM
american_scientific_journal-4585	103	7	0.69	0.69	NUM
american_scientific_journal-4585	103	8	0.313	0.313	NUM
american_scientific_journal-4585	103	9	0.691	0.691	NUM
american_scientific_journal-4585	103	10	0.69	0.69	NUM
american_scientific_journal-4585	103	11	0.69	0.69	NUM
american_scientific_journal-4585	103	12	0.701	0.701	NUM
american_scientific_journal-4585	103	13	0.69	0.69	NUM
american_scientific_journal-4585	103	14	0.313	0.313	NUM
american_scientific_journal-4585	103	15	0.691	0.691	NUM
american_scientific_journal-4585	103	16	0.69	0.69	NUM
american_scientific_journal-4585	103	17	0.69	0.69	NUM
american_scientific_journal-4585	103	18	0.701	0.701	NUM
american_scientific_journal-4585	103	19	0	0	NUM
american_scientific_journal-4585	103	20	0.1	0.1	NUM
american_scientific_journal-4585	103	21	0.2	0.2	NUM
american_scientific_journal-4585	103	22	0.3	0.3	NUM
american_scientific_journal-4585	103	23	0.4	0.4	NUM
american_scientific_journal-4585	103	24	0.5	0.5	NUM
american_scientific_journal-4585	103	25	0.6	0.6	NUM
american_scientific_journal-4585	103	26	0.7	0.7	NUM
american_scientific_journal-4585	103	27	0.8	0.8	NUM
american_scientific_journal-4585	103	28	tp	tp	NOUN
american_scientific_journal-4585	103	29	-	-	PUNCT
american_scientific_journal-4585	103	30	rate	rate	NOUN
american_scientific_journal-4585	103	31	fp	fp	ADJ
american_scientific_journal-4585	103	32	-	-	PUNCT
american_scientific_journal-4585	103	33	rate	rate	NOUN
american_scientific_journal-4585	103	34	precision	precision	NOUN
american_scientific_journal-4585	103	35	recall	recall	VERB
american_scientific_journal-4585	103	36	f	f	NOUN
american_scientific_journal-4585	103	37	-	-	PUNCT
american_scientific_journal-4585	103	38	measure	measure	NOUN
american_scientific_journal-4585	103	39	roc	roc	PROPN
american_scientific_journal-4585	103	40	-	-	PUNCT
american_scientific_journal-4585	103	41	area	area	NOUN
american_scientific_journal-4585	103	42	pe	pe	PROPN
american_scientific_journal-4585	103	43	rfo	rfo	PROPN
american_scientific_journal-4585	103	44	rm	rm	PROPN
american_scientific_journal-4585	103	45	an	an	PROPN
american_scientific_journal-4585	103	46	ce	ce	PROPN
american_scientific_journal-4585	103	47	.	.	PUNCT
american_scientific_journal-4585	104	1	performance	performance	NOUN
american_scientific_journal-4585	104	2	metrics	metric	NOUN
american_scientific_journal-4585	104	3	average	average	ADJ
american_scientific_journal-4585	104	4	performance	performance	NOUN
american_scientific_journal-4585	104	5	of	of	ADP
american_scientific_journal-4585	104	6	classification	classification	NOUN
american_scientific_journal-4585	104	7	with	with	ADP
american_scientific_journal-4585	104	8	both	both	DET
american_scientific_journal-4585	104	9	cases	case	NOUN
american_scientific_journal-4585	104	10	naivebayes	naivebaye	VERB
american_scientific_journal-4585	104	11	j48	j48	PROPN
american_scientific_journal-4585	104	12	rbf	rbf	PROPN
american_scientific_journal-4585	104	13	-	-	PROPN
american_scientific_journal-4585	104	14	nn	nn	PROPN
american_scientific_journal-4585	104	15	0.75	0.75	NUM
american_scientific_journal-4585	104	16	0.759	0.759	NUM
american_scientific_journal-4585	104	17	0.741	0.741	NUM
american_scientific_journal-4585	104	18	0.716	0.716	NUM
american_scientific_journal-4585	104	19	0.716	0.716	NUM
american_scientific_journal-4585	104	20	0.69	0.69	NUM
american_scientific_journal-4585	104	21	0.257	0.257	NUM
american_scientific_journal-4585	104	22	0.239	0.239	NUM
american_scientific_journal-4585	104	23	0.271	0.271	NUM
american_scientific_journal-4585	104	24	0.296	0.296	NUM
american_scientific_journal-4585	104	25	0.271	0.271	NUM
american_scientific_journal-4585	104	26	0.313	0.313	NUM
american_scientific_journal-4585	104	27	0	0	NUM
american_scientific_journal-4585	104	28	0.1	0.1	NUM
american_scientific_journal-4585	104	29	0.2	0.2	NUM
american_scientific_journal-4585	104	30	0.3	0.3	NUM
american_scientific_journal-4585	104	31	0.4	0.4	NUM
american_scientific_journal-4585	104	32	0.5	0.5	NUM
american_scientific_journal-4585	104	33	0.6	0.6	NUM
american_scientific_journal-4585	104	34	0.7	0.7	NUM
american_scientific_journal-4585	104	35	0.8	0.8	NUM
american_scientific_journal-4585	104	36	adaboost	adaboost	ADJ
american_scientific_journal-4585	104	37	m1	m1	PROPN
american_scientific_journal-4585	104	38	classification	classification	NOUN
american_scientific_journal-4585	104	39	via	via	ADP
american_scientific_journal-4585	104	40	rregression	rregression	NOUN
american_scientific_journal-4585	104	41	random	random	ADJ
american_scientific_journal-4585	104	42	forest	forest	NOUN
american_scientific_journal-4585	104	43	jrip	jrip	NOUN
american_scientific_journal-4585	104	44	rbfnn	rbfnn	VERB
american_scientific_journal-4585	104	45	j48	j48	PROPN
american_scientific_journal-4585	104	46	ac	ac	PROPN
american_scientific_journal-4585	104	47	cu	cu	PROPN
american_scientific_journal-4585	105	1	ra	ra	PROPN
american_scientific_journal-4585	106	1	cy	cy	INTJ
american_scientific_journal-4585	106	2	.	.	PUNCT
american_scientific_journal-4585	107	1	classification	classification	NOUN
american_scientific_journal-4585	107	2	algorithm	algorithm	NOUN
american_scientific_journal-4585	107	3	average	average	NOUN
american_scientific_journal-4585	107	4	acuracy	acuracy	NOUN
american_scientific_journal-4585	107	5	of	of	ADP
american_scientific_journal-4585	107	6	clasifying	clasifye	VERB
american_scientific_journal-4585	107	7	both	both	DET
american_scientific_journal-4585	107	8	cases	case	NOUN
american_scientific_journal-4585	107	9	in	in	ADP
american_scientific_journal-4585	107	10	terms	term	NOUN
american_scientific_journal-4585	107	11	of	of	ADP
american_scientific_journal-4585	107	12	tp	tp	NOUN
american_scientific_journal-4585	107	13	and	and	CCONJ
american_scientific_journal-4585	107	14	fp	fp	X
american_scientific_journal-4585	107	15	rate	rate	NOUN
american_scientific_journal-4585	107	16	tp	tp	NOUN
american_scientific_journal-4585	107	17	-	-	PUNCT
american_scientific_journal-4585	107	18	rate	rate	NOUN
american_scientific_journal-4585	107	19	fp	fp	ADJ
american_scientific_journal-4585	107	20	-	-	PUNCT
american_scientific_journal-4585	107	21	rate	rate	NOUN
american_scientific_journal-4585	107	22	0.75	0.75	NUM
american_scientific_journal-4585	107	23	0.762	0.762	NUM
american_scientific_journal-4585	107	24	0.741	0.741	NUM
american_scientific_journal-4585	107	25	0.715	0.715	NUM
american_scientific_journal-4585	107	26	0.729	0.729	NUM
american_scientific_journal-4585	107	27	0.691	0.691	NUM
american_scientific_journal-4585	107	28	0.75	0.75	NUM
american_scientific_journal-4585	107	29	0.759	0.759	NUM
american_scientific_journal-4585	107	30	0.741	0.741	NUM
american_scientific_journal-4585	107	31	0.716	0.716	NUM
american_scientific_journal-4585	107	32	0.716	0.716	NUM
american_scientific_journal-4585	107	33	0.69	0.69	NUM
american_scientific_journal-4585	107	34	0.64	0.64	NUM
american_scientific_journal-4585	107	35	0.66	0.66	NUM
american_scientific_journal-4585	107	36	0.68	0.68	NUM
american_scientific_journal-4585	107	37	0.7	0.7	NUM
american_scientific_journal-4585	107	38	0.72	0.72	NUM
american_scientific_journal-4585	107	39	0.74	0.74	NUM
american_scientific_journal-4585	107	40	0.76	0.76	NUM
american_scientific_journal-4585	107	41	0.78	0.78	NUM
american_scientific_journal-4585	107	42	adaboost	adaboost	ADV
american_scientific_journal-4585	107	43	m1	m1	PROPN
american_scientific_journal-4585	107	44	classification	classification	NOUN
american_scientific_journal-4585	107	45	via	via	ADP
american_scientific_journal-4585	107	46	rregression	rregression	NOUN
american_scientific_journal-4585	107	47	random	random	ADJ
american_scientific_journal-4585	107	48	forest	forest	NOUN
american_scientific_journal-4585	107	49	jrip	jrip	NOUN
american_scientific_journal-4585	107	50	rbfnn	rbfnn	VERB
american_scientific_journal-4585	107	51	j48	j48	PROPN
american_scientific_journal-4585	107	52	ac	ac	PROPN
american_scientific_journal-4585	107	53	cu	cu	PROPN
american_scientific_journal-4585	107	54	ra	ra	PROPN
american_scientific_journal-4585	108	1	cy	cy	INTJ
american_scientific_journal-4585	108	2	.	.	PUNCT
american_scientific_journal-4585	109	1	classification	classification	NOUN
american_scientific_journal-4585	109	2	algorithm	algorithm	NOUN
american_scientific_journal-4585	109	3	average	average	NOUN
american_scientific_journal-4585	109	4	acuracy	acuracy	NOUN
american_scientific_journal-4585	109	5	of	of	ADP
american_scientific_journal-4585	109	6	clasifying	clasifye	VERB
american_scientific_journal-4585	109	7	both	both	DET
american_scientific_journal-4585	109	8	cases	case	NOUN
american_scientific_journal-4585	109	9	in	in	ADP
american_scientific_journal-4585	109	10	terms	term	NOUN
american_scientific_journal-4585	109	11	of	of	ADP
american_scientific_journal-4585	109	12	precision	precision	NOUN
american_scientific_journal-4585	109	13	and	and	CCONJ
american_scientific_journal-4585	109	14	recall	recall	PROPN
american_scientific_journal-4585	109	15	precision	precision	PROPN
american_scientific_journal-4585	109	16	recall	recall	PROPN
american_scientific_journal-4585	109	17	american	american	PROPN
american_scientific_journal-4585	109	18	scientific	scientific	PROPN
american_scientific_journal-4585	109	19	research	research	PROPN
american_scientific_journal-4585	109	20	journal	journal	NOUN
american_scientific_journal-4585	109	21	for	for	ADP
american_scientific_journal-4585	109	22	engineering	engineering	NOUN
american_scientific_journal-4585	109	23	,	,	PUNCT
american_scientific_journal-4585	109	24	technology	technology	NOUN
american_scientific_journal-4585	109	25	,	,	PUNCT
american_scientific_journal-4585	109	26	and	and	CCONJ
american_scientific_journal-4585	109	27	sciences	science	NOUN
american_scientific_journal-4585	109	28	(	(	PUNCT
american_scientific_journal-4585	109	29	asrjets	asrjet	NOUN
american_scientific_journal-4585	109	30	)	)	PUNCT
american_scientific_journal-4585	109	31	(	(	PUNCT
american_scientific_journal-4585	109	32	2019	2019	NUM
american_scientific_journal-4585	109	33	)	)	PUNCT
american_scientific_journal-4585	109	34	volume	volume	NOUN
american_scientific_journal-4585	109	35	51	51	NUM
american_scientific_journal-4585	109	36	,	,	PUNCT
american_scientific_journal-4585	109	37	no	no	DET
american_scientific_journal-4585	109	38	1	1	NUM
american_scientific_journal-4585	109	39	,	,	PUNCT
american_scientific_journal-4585	109	40	pp	pp	ADV
american_scientific_journal-4585	109	41	38	38	NUM
american_scientific_journal-4585	109	42	-	-	SYM
american_scientific_journal-4585	109	43	46	46	NUM
american_scientific_journal-4585	109	44	45	45	NUM
american_scientific_journal-4585	109	45	figure	figure	NOUN
american_scientific_journal-4585	109	46	9	9	NUM
american_scientific_journal-4585	109	47	:	:	PUNCT
american_scientific_journal-4585	109	48	accuracy	accuracy	NOUN
american_scientific_journal-4585	109	49	of	of	ADP
american_scientific_journal-4585	109	50	classifying	classify	VERB
american_scientific_journal-4585	109	51	of	of	ADP
american_scientific_journal-4585	109	52	both	both	DET
american_scientific_journal-4585	109	53	cases	case	NOUN
american_scientific_journal-4585	109	54	in	in	ADP
american_scientific_journal-4585	109	55	terms	term	NOUN
american_scientific_journal-4585	109	56	of	of	ADP
american_scientific_journal-4585	109	57	f	f	PROPN
american_scientific_journal-4585	109	58	measure	measure	NOUN
american_scientific_journal-4585	109	59	and	and	CCONJ
american_scientific_journal-4585	109	60	roc	roc	PROPN
american_scientific_journal-4585	109	61	area	area	NOUN
american_scientific_journal-4585	109	62	in	in	ADP
american_scientific_journal-4585	109	63	weka	weka	PROPN
american_scientific_journal-4585	109	64	.	.	PUNCT
american_scientific_journal-4585	110	1	6	6	X
american_scientific_journal-4585	110	2	.	.	X
american_scientific_journal-4585	110	3	average	average	ADJ
american_scientific_journal-4585	110	4	performance	performance	NOUN
american_scientific_journal-4585	110	5	of	of	ADP
american_scientific_journal-4585	110	6	classification	classification	NOUN
american_scientific_journal-4585	110	7	with	with	ADP
american_scientific_journal-4585	110	8	both	both	DET
american_scientific_journal-4585	110	9	cases	case	NOUN
american_scientific_journal-4585	110	10	of	of	ADP
american_scientific_journal-4585	110	11	weka	weka	PROPN
american_scientific_journal-4585	110	12	(	(	PUNCT
american_scientific_journal-4585	110	13	benign	benign	ADJ
american_scientific_journal-4585	110	14	and	and	CCONJ
american_scientific_journal-4585	110	15	malignant	malignant	ADJ
american_scientific_journal-4585	110	16	)	)	PUNCT
american_scientific_journal-4585	110	17	the	the	DET
american_scientific_journal-4585	110	18	following	follow	VERB
american_scientific_journal-4585	110	19	table	table	NOUN
american_scientific_journal-4585	110	20	shows	show	VERB
american_scientific_journal-4585	110	21	the	the	DET
american_scientific_journal-4585	110	22	class	class	NOUN
american_scientific_journal-4585	110	23	-	-	PUNCT
american_scientific_journal-4585	110	24	wise	wise	ADJ
american_scientific_journal-4585	110	25	performance	performance	NOUN
american_scientific_journal-4585	110	26	of	of	ADP
american_scientific_journal-4585	110	27	malignant	malignant	ADJ
american_scientific_journal-4585	110	28	cases	case	NOUN
american_scientific_journal-4585	110	29	in	in	ADP
american_scientific_journal-4585	110	30	terms	term	NOUN
american_scientific_journal-4585	110	31	of	of	ADP
american_scientific_journal-4585	110	32	6	6	NUM
american_scientific_journal-4585	110	33	different	different	ADJ
american_scientific_journal-4585	110	34	algorithms	algorithm	NOUN
american_scientific_journal-4585	110	35	.	.	PUNCT
american_scientific_journal-4585	111	1	table	table	NOUN
american_scientific_journal-4585	111	2	2	2	NUM
american_scientific_journal-4585	111	3	:	:	PUNCT
american_scientific_journal-4585	111	4	figure	figure	NOUN
american_scientific_journal-4585	111	5	error	error	NOUN
american_scientific_journal-4585	111	6	!	!	PUNCT
american_scientific_journal-4585	112	1	no	no	DET
american_scientific_journal-4585	112	2	text	text	NOUN
american_scientific_journal-4585	112	3	of	of	ADP
american_scientific_journal-4585	112	4	specified	specified	ADJ
american_scientific_journal-4585	112	5	style	style	NOUN
american_scientific_journal-4585	112	6	in	in	ADP
american_scientific_journal-4585	112	7	document	document	NOUN
american_scientific_journal-4585	112	8	..	..	PUNCT
american_scientific_journal-4585	112	9	1	1	NUM
american_scientific_journal-4585	112	10	:	:	PUNCT
american_scientific_journal-4585	112	11	class	class	NOUN
american_scientific_journal-4585	112	12	-	-	PUNCT
american_scientific_journal-4585	112	13	wise	wise	ADJ
american_scientific_journal-4585	112	14	performance	performance	NOUN
american_scientific_journal-4585	112	15	of	of	ADP
american_scientific_journal-4585	112	16	malignant	malignant	ADJ
american_scientific_journal-4585	112	17	cases	case	NOUN
american_scientific_journal-4585	112	18	–	–	PUNCT
american_scientific_journal-4585	112	19	weka	weka	NOUN
american_scientific_journal-4585	112	20	evaluation	evaluation	NOUN
american_scientific_journal-4585	112	21	.	.	PUNCT
american_scientific_journal-4585	113	1	algorithm	algorithm	PROPN
american_scientific_journal-4585	113	2	tp	tp	NOUN
american_scientific_journal-4585	113	3	-	-	PUNCT
american_scientific_journal-4585	113	4	rate	rate	NOUN
american_scientific_journal-4585	113	5	fp	fp	ADJ
american_scientific_journal-4585	113	6	-	-	PUNCT
american_scientific_journal-4585	113	7	rate	rate	NOUN
american_scientific_journal-4585	113	8	precision	precision	NOUN
american_scientific_journal-4585	113	9	recall	recall	VERB
american_scientific_journal-4585	113	10	f	f	NOUN
american_scientific_journal-4585	113	11	-	-	PUNCT
american_scientific_journal-4585	113	12	measure	measure	NOUN
american_scientific_journal-4585	113	13	roc	roc	PROPN
american_scientific_journal-4585	113	14	-	-	PUNCT
american_scientific_journal-4585	113	15	area	area	NOUN
american_scientific_journal-4585	113	16	adaboost	adaboost	ADJ
american_scientific_journal-4585	113	17	m1	m1	PROPN
american_scientific_journal-4585	113	18	0.781	0.781	NUM
american_scientific_journal-4585	113	19	0.288	0.288	NUM
american_scientific_journal-4585	113	20	0.769	0.769	NUM
american_scientific_journal-4585	113	21	0.781	0.781	NUM
american_scientific_journal-4585	113	22	0.775	0.775	NUM
american_scientific_journal-4585	113	23	0.796	0.796	NUM
american_scientific_journal-4585	113	24	classificatio	classificatio	NOUN
american_scientific_journal-4585	113	25	n	n	NOUN
american_scientific_journal-4585	113	26	via	via	ADP
american_scientific_journal-4585	113	27	regression	regression	NOUN
american_scientific_journal-4585	113	28	0.75	0.75	NUM
american_scientific_journal-4585	113	29	0.231	0.231	NUM
american_scientific_journal-4585	113	30	0.8	0.8	NUM
american_scientific_journal-4585	113	31	0.75	0.75	NUM
american_scientific_journal-4585	113	32	0.774	0.774	NUM
american_scientific_journal-4585	113	33	0.792	0.792	NUM
american_scientific_journal-4585	113	34	random	random	ADJ
american_scientific_journal-4585	113	35	forest	forest	NOUN
american_scientific_journal-4585	113	36	0.797	0.797	NUM
american_scientific_journal-4585	113	37	0.327	0.327	NUM
american_scientific_journal-4585	113	38	0.75	0.75	NUM
american_scientific_journal-4585	113	39	0.797	0.797	NUM
american_scientific_journal-4585	113	40	0.773	0.773	NUM
american_scientific_journal-4585	113	41	0.816	0.816	NUM
american_scientific_journal-4585	113	42	jrip	jrip	ADP
american_scientific_journal-4585	113	43	0.766	0.766	NUM
american_scientific_journal-4585	113	44	0.346	0.346	NUM
american_scientific_journal-4585	113	45	0.731	0.731	NUM
american_scientific_journal-4585	113	46	0.766	0.766	NUM
american_scientific_journal-4585	113	47	0.748	0.748	NUM
american_scientific_journal-4585	113	48	0.715	0.715	NUM
american_scientific_journal-4585	113	49	rbfnn	rbfnn	VERB
american_scientific_journal-4585	113	50	0.656	0.656	NUM
american_scientific_journal-4585	113	51	0.212	0.212	NUM
american_scientific_journal-4585	113	52	0.792	0.792	NUM
american_scientific_journal-4585	113	53	0.656	0.656	NUM
american_scientific_journal-4585	113	54	0.718	0.718	NUM
american_scientific_journal-4585	113	55	0.77	0.77	NUM
american_scientific_journal-4585	113	56	j48	j48	NOUN
american_scientific_journal-4585	113	57	0.703	0.703	NUM
american_scientific_journal-4585	113	58	0.327	0.327	NUM
american_scientific_journal-4585	113	59	0.726	0.726	NUM
american_scientific_journal-4585	113	60	0.703	0.703	NUM
american_scientific_journal-4585	113	61	0.714	0.714	NUM
american_scientific_journal-4585	113	62	0.701	0.701	NUM
american_scientific_journal-4585	113	63	7	7	NUM
american_scientific_journal-4585	113	64	.	.	PUNCT
american_scientific_journal-4585	114	1	discussion	discussion	NOUN
american_scientific_journal-4585	114	2	the	the	DET
american_scientific_journal-4585	114	3	scope	scope	NOUN
american_scientific_journal-4585	114	4	of	of	ADP
american_scientific_journal-4585	114	5	this	this	DET
american_scientific_journal-4585	114	6	project	project	NOUN
american_scientific_journal-4585	114	7	is	be	AUX
american_scientific_journal-4585	114	8	only	only	ADV
american_scientific_journal-4585	114	9	to	to	PART
american_scientific_journal-4585	114	10	do	do	VERB
american_scientific_journal-4585	114	11	an	an	DET
american_scientific_journal-4585	114	12	extensive	extensive	ADJ
american_scientific_journal-4585	114	13	evaluation	evaluation	NOUN
american_scientific_journal-4585	114	14	on	on	ADP
american_scientific_journal-4585	114	15	several	several	ADJ
american_scientific_journal-4585	114	16	algorithms	algorithm	NOUN
american_scientific_journal-4585	114	17	from	from	ADP
american_scientific_journal-4585	114	18	each	each	DET
american_scientific_journal-4585	114	19	family	family	NOUN
american_scientific_journal-4585	114	20	of	of	ADP
american_scientific_journal-4585	114	21	classification	classification	NOUN
american_scientific_journal-4585	114	22	algorithms	algorithm	NOUN
american_scientific_journal-4585	114	23	and	and	CCONJ
american_scientific_journal-4585	114	24	discover	discover	VERB
american_scientific_journal-4585	114	25	which	which	DET
american_scientific_journal-4585	114	26	algorithm	algorithm	NOUN
american_scientific_journal-4585	114	27	will	will	AUX
american_scientific_journal-4585	114	28	really	really	ADV
american_scientific_journal-4585	114	29	give	give	VERB
american_scientific_journal-4585	114	30	better	well	ADJ
american_scientific_journal-4585	114	31	performance	performance	NOUN
american_scientific_journal-4585	114	32	on	on	ADP
american_scientific_journal-4585	114	33	this	this	DET
american_scientific_journal-4585	114	34	particular	particular	ADJ
american_scientific_journal-4585	114	35	dataset	dataset	NOUN
american_scientific_journal-4585	114	36	.	.	PUNCT
american_scientific_journal-4585	115	1	our	our	PRON
american_scientific_journal-4585	115	2	intention	intention	NOUN
american_scientific_journal-4585	115	3	is	be	AUX
american_scientific_journal-4585	115	4	not	not	PART
american_scientific_journal-4585	115	5	to	to	PART
american_scientific_journal-4585	115	6	compete	compete	VERB
american_scientific_journal-4585	115	7	any	any	PRON
american_scientific_journal-4585	115	8	of	of	ADP
american_scientific_journal-4585	115	9	the	the	DET
american_scientific_journal-4585	115	10	existing	exist	VERB
american_scientific_journal-4585	115	11	"	"	PUNCT
american_scientific_journal-4585	115	12	state	state	NOUN
american_scientific_journal-4585	115	13	-	-	PUNCT
american_scientific_journal-4585	115	14	of	of	ADP
american_scientific_journal-4585	115	15	-	-	PUNCT
american_scientific_journal-4585	115	16	the	the	DET
american_scientific_journal-4585	115	17	-	-	PUNCT
american_scientific_journal-4585	115	18	art	art	NOUN
american_scientific_journal-4585	115	19	models	model	NOUN
american_scientific_journal-4585	115	20	"	"	PUNCT
american_scientific_journal-4585	115	21	instead	instead	ADV
american_scientific_journal-4585	115	22	we	we	PRON
american_scientific_journal-4585	115	23	decide	decide	VERB
american_scientific_journal-4585	115	24	to	to	PART
american_scientific_journal-4585	115	25	find	find	VERB
american_scientific_journal-4585	115	26	the	the	DET
american_scientific_journal-4585	115	27	best	good	ADJ
american_scientific_journal-4585	115	28	,	,	PUNCT
american_scientific_journal-4585	115	29	standard	standard	ADJ
american_scientific_journal-4585	115	30	classification	classification	NOUN
american_scientific_journal-4585	115	31	algorithm	algorithm	NOUN
american_scientific_journal-4585	115	32	which	which	PRON
american_scientific_journal-4585	115	33	is	be	AUX
american_scientific_journal-4585	115	34	much	much	ADV
american_scientific_journal-4585	115	35	suitable	suitable	ADJ
american_scientific_journal-4585	115	36	for	for	ADP
american_scientific_journal-4585	115	37	classifying	classify	VERB
american_scientific_journal-4585	115	38	the	the	DET
american_scientific_journal-4585	115	39	dataset	dataset	NOUN
american_scientific_journal-4585	115	40	in	in	ADP
american_scientific_journal-4585	115	41	hand	hand	NOUN
american_scientific_journal-4585	115	42	.	.	PUNCT
american_scientific_journal-4585	116	1	so	so	ADV
american_scientific_journal-4585	116	2	,	,	PUNCT
american_scientific_journal-4585	116	3	we	we	PRON
american_scientific_journal-4585	116	4	0.75	0.75	NUM
american_scientific_journal-4585	116	5	0.759	0.759	NUM
american_scientific_journal-4585	116	6	0.74	0.74	NUM
american_scientific_journal-4585	116	7	0.715	0.715	NUM
american_scientific_journal-4585	116	8	0.716	0.716	NUM
american_scientific_journal-4585	116	9	0.69	0.69	NUM
american_scientific_journal-4585	116	10	0.796	0.796	NUM
american_scientific_journal-4585	116	11	0.792	0.792	NUM
american_scientific_journal-4585	116	12	0.816	0.816	NUM
american_scientific_journal-4585	116	13	0.715	0.715	NUM
american_scientific_journal-4585	116	14	0.77	0.77	NUM
american_scientific_journal-4585	116	15	0.701	0.701	NUM
american_scientific_journal-4585	116	16	0.620.640.660.680.70.720.740.760.780.80.820.84	0.620.640.660.680.70.720.740.760.780.80.820.84	NOUN
american_scientific_journal-4585	116	17	adaboost	adaboost	ADJ
american_scientific_journal-4585	116	18	m1	m1	PROPN
american_scientific_journal-4585	116	19	classification	classification	NOUN
american_scientific_journal-4585	116	20	via	via	ADP
american_scientific_journal-4585	116	21	rregression	rregression	NOUN
american_scientific_journal-4585	116	22	random	random	ADJ
american_scientific_journal-4585	116	23	forest	forest	NOUN
american_scientific_journal-4585	116	24	jrip	jrip	NOUN
american_scientific_journal-4585	116	25	rbfnn	rbfnn	VERB
american_scientific_journal-4585	116	26	j48	j48	PROPN
american_scientific_journal-4585	116	27	ac	ac	PROPN
american_scientific_journal-4585	116	28	cu	cu	PROPN
american_scientific_journal-4585	116	29	ra	ra	PROPN
american_scientific_journal-4585	117	1	cy	cy	INTJ
american_scientific_journal-4585	117	2	.	.	PUNCT
american_scientific_journal-4585	118	1	classification	classification	NOUN
american_scientific_journal-4585	118	2	algorithm	algorithm	NOUN
american_scientific_journal-4585	118	3	average	average	NOUN
american_scientific_journal-4585	118	4	acuracy	acuracy	NOUN
american_scientific_journal-4585	118	5	of	of	ADP
american_scientific_journal-4585	118	6	clasifying	clasifye	VERB
american_scientific_journal-4585	118	7	both	both	DET
american_scientific_journal-4585	118	8	cases	case	NOUN
american_scientific_journal-4585	118	9	in	in	ADP
american_scientific_journal-4585	118	10	terms	term	NOUN
american_scientific_journal-4585	118	11	of	of	ADP
american_scientific_journal-4585	118	12	f	f	NOUN
american_scientific_journal-4585	118	13	-	-	PUNCT
american_scientific_journal-4585	118	14	measure	measure	NOUN
american_scientific_journal-4585	118	15	and	and	CCONJ
american_scientific_journal-4585	118	16	roc	roc	PROPN
american_scientific_journal-4585	118	17	-	-	PUNCT
american_scientific_journal-4585	118	18	area	area	NOUN
american_scientific_journal-4585	118	19	f	f	NOUN
american_scientific_journal-4585	118	20	-	-	PUNCT
american_scientific_journal-4585	118	21	measure	measure	NOUN
american_scientific_journal-4585	118	22	roc	roc	PROPN
american_scientific_journal-4585	118	23	-	-	PUNCT
american_scientific_journal-4585	118	24	area	area	NOUN
american_scientific_journal-4585	118	25	american	american	ADJ
american_scientific_journal-4585	118	26	scientific	scientific	ADJ
american_scientific_journal-4585	118	27	research	research	NOUN
american_scientific_journal-4585	118	28	journal	journal	NOUN
american_scientific_journal-4585	118	29	for	for	ADP
american_scientific_journal-4585	118	30	engineering	engineering	NOUN
american_scientific_journal-4585	118	31	,	,	PUNCT
american_scientific_journal-4585	118	32	technology	technology	NOUN
american_scientific_journal-4585	118	33	,	,	PUNCT
american_scientific_journal-4585	118	34	and	and	CCONJ
american_scientific_journal-4585	118	35	sciences	science	NOUN
american_scientific_journal-4585	118	36	(	(	PUNCT
american_scientific_journal-4585	118	37	asrjets	asrjet	NOUN
american_scientific_journal-4585	118	38	)	)	PUNCT
american_scientific_journal-4585	118	39	(	(	PUNCT
american_scientific_journal-4585	118	40	2019	2019	NUM
american_scientific_journal-4585	118	41	)	)	PUNCT
american_scientific_journal-4585	118	42	volume	volume	NOUN
american_scientific_journal-4585	118	43	51	51	NUM
american_scientific_journal-4585	118	44	,	,	PUNCT
american_scientific_journal-4585	118	45	no	no	DET
american_scientific_journal-4585	118	46	1	1	NUM
american_scientific_journal-4585	118	47	,	,	PUNCT
american_scientific_journal-4585	118	48	pp	pp	ADV
american_scientific_journal-4585	118	49	38	38	NUM
american_scientific_journal-4585	118	50	-	-	SYM
american_scientific_journal-4585	118	51	46	46	NUM
american_scientific_journal-4585	118	52	46	46	NUM
american_scientific_journal-4585	118	53	have	have	AUX
american_scientific_journal-4585	118	54	decided	decide	VERB
american_scientific_journal-4585	118	55	to	to	PART
american_scientific_journal-4585	118	56	select	select	VERB
american_scientific_journal-4585	118	57	the	the	DET
american_scientific_journal-4585	118	58	best	good	ADJ
american_scientific_journal-4585	118	59	two	two	NUM
american_scientific_journal-4585	118	60	algorithms	algorithm	NOUN
american_scientific_journal-4585	118	61	from	from	ADP
american_scientific_journal-4585	118	62	each	each	DET
american_scientific_journal-4585	118	63	family	family	NOUN
american_scientific_journal-4585	118	64	of	of	ADP
american_scientific_journal-4585	118	65	algorithms	algorithm	NOUN
american_scientific_journal-4585	118	66	for	for	ADP
american_scientific_journal-4585	118	67	the	the	DET
american_scientific_journal-4585	118	68	comparisons	comparison	NOUN
american_scientific_journal-4585	118	69	.	.	PUNCT
american_scientific_journal-4585	119	1	we	we	PRON
american_scientific_journal-4585	119	2	selected	select	VERB
american_scientific_journal-4585	119	3	the	the	DET
american_scientific_journal-4585	119	4	best	good	ADJ
american_scientific_journal-4585	119	5	two	two	NUM
american_scientific_journal-4585	119	6	classifiers	classifier	NOUN
american_scientific_journal-4585	119	7	from	from	ADP
american_scientific_journal-4585	119	8	the	the	DET
american_scientific_journal-4585	119	9	following	follow	VERB
american_scientific_journal-4585	119	10	the	the	DET
american_scientific_journal-4585	119	11	family	family	NOUN
american_scientific_journal-4585	119	12	of	of	ADP
american_scientific_journal-4585	119	13	algorithms	algorithm	NOUN
american_scientific_journal-4585	119	14	:	:	PUNCT
american_scientific_journal-4585	119	15	bayes	bayes	PROPN
american_scientific_journal-4585	119	16	(	(	PUNCT
american_scientific_journal-4585	119	17	bayes	bayes	PROPN
american_scientific_journal-4585	119	18	variants	variant	NOUN
american_scientific_journal-4585	119	19	)	)	PUNCT
american_scientific_journal-4585	119	20	,	,	PUNCT
american_scientific_journal-4585	119	21	functions	function	NOUN
american_scientific_journal-4585	119	22	(	(	PUNCT
american_scientific_journal-4585	119	23	neural	neural	ADJ
american_scientific_journal-4585	119	24	network	network	NOUN
american_scientific_journal-4585	119	25	based	base	VERB
american_scientific_journal-4585	119	26	algorithms	algorithm	NOUN
american_scientific_journal-4585	119	27	)	)	PUNCT
american_scientific_journal-4585	119	28	,	,	PUNCT
american_scientific_journal-4585	119	29	lazy	lazy	ADJ
american_scientific_journal-4585	119	30	(	(	PUNCT
american_scientific_journal-4585	119	31	lazy	lazy	ADJ
american_scientific_journal-4585	119	32	classifiers	classifier	NOUN
american_scientific_journal-4585	119	33	)	)	PUNCT
american_scientific_journal-4585	119	34	,	,	PUNCT
american_scientific_journal-4585	119	35	meta	meta	X
american_scientific_journal-4585	119	36	(	(	PUNCT
american_scientific_journal-4585	119	37	meta	meta	X
american_scientific_journal-4585	119	38	-	-	PUNCT
american_scientific_journal-4585	119	39	classifiers	classifier	NOUN
american_scientific_journal-4585	119	40	)	)	PUNCT
american_scientific_journal-4585	119	41	,	,	PUNCT
american_scientific_journal-4585	119	42	rules	rule	NOUN
american_scientific_journal-4585	119	43	(	(	PUNCT
american_scientific_journal-4585	119	44	rule	rule	NOUN
american_scientific_journal-4585	119	45	-	-	PUNCT
american_scientific_journal-4585	119	46	based	base	VERB
american_scientific_journal-4585	119	47	classifiers	classifier	NOUN
american_scientific_journal-4585	119	48	)	)	PUNCT
american_scientific_journal-4585	119	49	,	,	PUNCT
american_scientific_journal-4585	119	50	trees(tree	trees(tree	PROPN
american_scientific_journal-4585	119	51	-	-	PUNCT
american_scientific_journal-4585	119	52	based	base	VERB
american_scientific_journal-4585	119	53	classifiers	classifier	NOUN
american_scientific_journal-4585	119	54	)	)	PUNCT
american_scientific_journal-4585	119	55	.	.	PUNCT
american_scientific_journal-4585	120	1	the	the	DET
american_scientific_journal-4585	120	2	results	result	NOUN
american_scientific_journal-4585	120	3	of	of	ADP
american_scientific_journal-4585	120	4	svm	svm	NOUN
american_scientific_journal-4585	120	5	is	be	AUX
american_scientific_journal-4585	120	6	not	not	PART
american_scientific_journal-4585	120	7	presented	present	VERB
american_scientific_journal-4585	120	8	because	because	SCONJ
american_scientific_journal-4585	120	9	it	it	PRON
american_scientific_journal-4585	120	10	did	do	AUX
american_scientific_journal-4585	120	11	n't	not	PART
american_scientific_journal-4585	120	12	produce	produce	VERB
american_scientific_journal-4585	120	13	good	good	ADJ
american_scientific_journal-4585	120	14	results	result	NOUN
american_scientific_journal-4585	120	15	among	among	ADP
american_scientific_journal-4585	120	16	the	the	DET
american_scientific_journal-4585	120	17	compared	compare	VERB
american_scientific_journal-4585	120	18	neural	neural	ADJ
american_scientific_journal-4585	120	19	network	network	NOUN
american_scientific_journal-4585	120	20	based	base	VERB
american_scientific_journal-4585	120	21	algorithm	algorithm	NOUN
american_scientific_journal-4585	120	22	.	.	PUNCT
american_scientific_journal-4585	121	1	rbf	rbf	PROPN
american_scientific_journal-4585	121	2	and	and	CCONJ
american_scientific_journal-4585	121	3	mlp	mlp	PROPN
american_scientific_journal-4585	121	4	are	be	AUX
american_scientific_journal-4585	121	5	the	the	DET
american_scientific_journal-4585	121	6	top	top	ADJ
american_scientific_journal-4585	121	7	best	well	ADV
american_scientific_journal-4585	121	8	-	-	PUNCT
american_scientific_journal-4585	121	9	performing	perform	VERB
american_scientific_journal-4585	121	10	algorithms	algorithm	NOUN
american_scientific_journal-4585	121	11	among	among	ADP
american_scientific_journal-4585	121	12	the	the	DET
american_scientific_journal-4585	121	13	all	all	DET
american_scientific_journal-4585	121	14	neural	neural	ADJ
american_scientific_journal-4585	121	15	network	network	NOUN
american_scientific_journal-4585	121	16	based	base	VERB
american_scientific_journal-4585	121	17	algorithms	algorithm	NOUN
american_scientific_journal-4585	121	18	.	.	PUNCT
american_scientific_journal-4585	122	1	8	8	X
american_scientific_journal-4585	122	2	.	.	X
american_scientific_journal-4585	122	3	conclusion	conclusion	VERB
american_scientific_journal-4585	122	4	the	the	DET
american_scientific_journal-4585	122	5	average	average	ADJ
american_scientific_journal-4585	122	6	top	top	ADV
american_scientific_journal-4585	122	7	-	-	PUNCT
american_scientific_journal-4585	122	8	performing	perform	VERB
american_scientific_journal-4585	122	9	algorithms	algorithm	NOUN
american_scientific_journal-4585	122	10	(	(	PUNCT
american_scientific_journal-4585	122	11	in	in	ADP
american_scientific_journal-4585	122	12	terms	term	NOUN
american_scientific_journal-4585	122	13	of	of	ADP
american_scientific_journal-4585	122	14	precision	precision	NOUN
american_scientific_journal-4585	122	15	)	)	PUNCT
american_scientific_journal-4585	122	16	from	from	ADP
american_scientific_journal-4585	122	17	each	each	DET
american_scientific_journal-4585	122	18	family	family	NOUN
american_scientific_journal-4585	122	19	are	be	AUX
american_scientific_journal-4585	122	20	:	:	PUNCT
american_scientific_journal-4585	122	21	classification	classification	NOUN
american_scientific_journal-4585	122	22	via	via	ADP
american_scientific_journal-4585	122	23	rregression	rregression	NOUN
american_scientific_journal-4585	122	24	(	(	PUNCT
american_scientific_journal-4585	122	25	0.762	0.762	NUM
american_scientific_journal-4585	122	26	)	)	PUNCT
american_scientific_journal-4585	122	27	,	,	PUNCT
american_scientific_journal-4585	122	28	adaboost	adaboost	ADV
american_scientific_journal-4585	122	29	(	(	PUNCT
american_scientific_journal-4585	122	30	0.75	0.75	NUM
american_scientific_journal-4585	122	31	)	)	PUNCT
american_scientific_journal-4585	122	32	,	,	PUNCT
american_scientific_journal-4585	123	1	random	random	ADJ
american_scientific_journal-4585	123	2	forest	forest	NOUN
american_scientific_journal-4585	123	3	(	(	PUNCT
american_scientific_journal-4585	123	4	0.741	0.741	NUM
american_scientific_journal-4585	123	5	)	)	PUNCT
american_scientific_journal-4585	123	6	,	,	PUNCT
american_scientific_journal-4585	123	7	rbfnn	rbfnn	VERB
american_scientific_journal-4585	123	8	(	(	PUNCT
american_scientific_journal-4585	123	9	0.729	0.729	NUM
american_scientific_journal-4585	123	10	)	)	PUNCT
american_scientific_journal-4585	123	11	,	,	PUNCT
american_scientific_journal-4585	123	12	jrip	jrip	NOUN
american_scientific_journal-4585	123	13	(	(	PUNCT
american_scientific_journal-4585	123	14	0.715	0.715	NOUN
american_scientific_journal-4585	123	15	)	)	PUNCT
american_scientific_journal-4585	123	16	and	and	CCONJ
american_scientific_journal-4585	123	17	j48	j48	PROPN
american_scientific_journal-4585	123	18	(	(	PUNCT
american_scientific_journal-4585	123	19	0.691	0.691	NUM
american_scientific_journal-4585	123	20	)	)	PUNCT
american_scientific_journal-4585	123	21	the	the	DET
american_scientific_journal-4585	123	22	average	average	ADJ
american_scientific_journal-4585	123	23	top	top	ADJ
american_scientific_journal-4585	123	24	performing	perform	VERB
american_scientific_journal-4585	123	25	results	result	NOUN
american_scientific_journal-4585	123	26	in	in	ADP
american_scientific_journal-4585	123	27	the	the	DET
american_scientific_journal-4585	123	28	other	other	ADJ
american_scientific_journal-4585	123	29	papers	paper	NOUN
american_scientific_journal-4585	123	30	are	be	AUX
american_scientific_journal-4585	123	31	different	different	ADJ
american_scientific_journal-4585	123	32	.	.	PUNCT
american_scientific_journal-4585	124	1	for	for	ADP
american_scientific_journal-4585	124	2	example	example	NOUN
american_scientific_journal-4585	124	3	rf(0.743	rf(0.743	PROPN
american_scientific_journal-4585	124	4	)	)	PUNCT
american_scientific_journal-4585	124	5	,	,	PUNCT
american_scientific_journal-4585	124	6	svm	svm	PROPN
american_scientific_journal-4585	124	7	(	(	PUNCT
american_scientific_journal-4585	124	8	0.714	0.714	NUM
american_scientific_journal-4585	124	9	)	)	PUNCT
american_scientific_journal-4585	124	10	,	,	PUNCT
american_scientific_journal-4585	124	11	dt(0.686	dt(0.686	PROPN
american_scientific_journal-4585	124	12	)	)	PUNCT
american_scientific_journal-4585	124	13	where	where	SCONJ
american_scientific_journal-4585	124	14	the	the	DET
american_scientific_journal-4585	124	15	best	good	ADJ
american_scientific_journal-4585	124	16	in	in	ADP
american_scientific_journal-4585	124	17	the	the	DET
american_scientific_journal-4585	124	18	paer	paer	NOUN
american_scientific_journal-4585	124	19	studying	study	VERB
american_scientific_journal-4585	124	20	the	the	DET
american_scientific_journal-4585	124	21	performance	performance	NOUN
american_scientific_journal-4585	124	22	evaluation	evaluation	NOUN
american_scientific_journal-4585	124	23	of	of	ADP
american_scientific_journal-4585	124	24	machine	machine	NOUN
american_scientific_journal-4585	124	25	learning	learning	NOUN
american_scientific_journal-4585	124	26	methods	method	NOUN
american_scientific_journal-4585	124	27	for	for	ADP
american_scientific_journal-4585	124	28	breast	breast	NOUN
american_scientific_journal-4585	124	29	cancer	cancer	NOUN
american_scientific_journal-4585	124	30	prediction[8	prediction[8	NOUN
american_scientific_journal-4585	124	31	]	]	PUNCT
american_scientific_journal-4585	124	32	.	.	PUNCT
american_scientific_journal-4585	125	1	furthermore	furthermore	ADV
american_scientific_journal-4585	125	2	,	,	PUNCT
american_scientific_journal-4585	125	3	using	use	VERB
american_scientific_journal-4585	125	4	tp	tp	NOUN
american_scientific_journal-4585	125	5	-	-	PUNCT
american_scientific_journal-4585	125	6	rate	rate	NOUN
american_scientific_journal-4585	125	7	.	.	PUNCT
american_scientific_journal-4585	126	1	fp	fp	X
american_scientific_journal-4585	126	2	-	-	PUNCT
american_scientific_journal-4585	126	3	rate	rate	NOUN
american_scientific_journal-4585	126	4	,	,	PUNCT
american_scientific_journal-4585	126	5	precision	precision	NOUN
american_scientific_journal-4585	126	6	,	,	PUNCT
american_scientific_journal-4585	126	7	recall	recall	NOUN
american_scientific_journal-4585	126	8	,	,	PUNCT
american_scientific_journal-4585	126	9	f	f	X
american_scientific_journal-4585	126	10	-	-	PUNCT
american_scientific_journal-4585	126	11	measure	measure	NOUN
american_scientific_journal-4585	126	12	,	,	PUNCT
american_scientific_journal-4585	126	13	mcc	mcc	PROPN
american_scientific_journal-4585	126	14	,	,	PUNCT
american_scientific_journal-4585	126	15	roc	roc	PROPN
american_scientific_journal-4585	126	16	area	area	NOUN
american_scientific_journal-4585	126	17	in	in	ADP
american_scientific_journal-4585	126	18	my	my	PRON
american_scientific_journal-4585	126	19	validation	validation	NOUN
american_scientific_journal-4585	126	20	was	be	AUX
american_scientific_journal-4585	126	21	not	not	PART
american_scientific_journal-4585	126	22	used	use	VERB
american_scientific_journal-4585	126	23	with	with	ADP
american_scientific_journal-4585	126	24	no	no	DET
american_scientific_journal-4585	126	25	any	any	DET
american_scientific_journal-4585	126	26	other	other	ADJ
american_scientific_journal-4585	126	27	paper	paper	NOUN
american_scientific_journal-4585	126	28	studying	study	VERB
american_scientific_journal-4585	126	29	the	the	DET
american_scientific_journal-4585	126	30	same	same	ADJ
american_scientific_journal-4585	126	31	data	datum	NOUN
american_scientific_journal-4585	126	32	like	like	ADP
american_scientific_journal-4585	126	33	in	in	ADP
american_scientific_journal-4585	126	34	[	[	X
american_scientific_journal-4585	126	35	9	9	NUM
american_scientific_journal-4585	126	36	]	]	PUNCT
american_scientific_journal-4585	126	37	and	and	CCONJ
american_scientific_journal-4585	126	38	in	in	ADP
american_scientific_journal-4585	126	39	[	[	X
american_scientific_journal-4585	126	40	10	10	NUM
american_scientific_journal-4585	126	41	]	]	PUNCT
american_scientific_journal-4585	126	42	.	.	PUNCT
american_scientific_journal-4585	127	1	most	most	ADJ
american_scientific_journal-4585	127	2	of	of	ADP
american_scientific_journal-4585	127	3	the	the	DET
american_scientific_journal-4585	127	4	papers	paper	NOUN
american_scientific_journal-4585	127	5	mentioned	mention	VERB
american_scientific_journal-4585	127	6	did	do	AUX
american_scientific_journal-4585	127	7	n’t	not	PART
american_scientific_journal-4585	127	8	do	do	VERB
american_scientific_journal-4585	127	9	k	k	ADJ
american_scientific_journal-4585	127	10	-	-	ADJ
american_scientific_journal-4585	127	11	fold	fold	ADJ
american_scientific_journal-4585	127	12	validation	validation	NOUN
american_scientific_journal-4585	128	1	so	so	ADV
american_scientific_journal-4585	128	2	i	i	PRON
american_scientific_journal-4585	128	3	think	think	VERB
american_scientific_journal-4585	128	4	their	their	PRON
american_scientific_journal-4585	128	5	results	result	NOUN
american_scientific_journal-4585	128	6	are	be	AUX
american_scientific_journal-4585	128	7	inferior	inferior	ADJ
american_scientific_journal-4585	128	8	to	to	ADP
american_scientific_journal-4585	128	9	my	my	PRON
american_scientific_journal-4585	128	10	results	result	NOUN
american_scientific_journal-4585	128	11	.	.	PUNCT
american_scientific_journal-4585	129	1	references	reference	NOUN
american_scientific_journal-4585	129	2	[	[	X
american_scientific_journal-4585	129	3	1	1	NUM
american_scientific_journal-4585	129	4	]	]	PUNCT
american_scientific_journal-4585	129	5	.	.	PUNCT
american_scientific_journal-4585	130	1	umesh	umesh	INTJ
american_scientific_journal-4585	131	1	d	d	NOUN
american_scientific_journal-4585	131	2	r	r	NOUN
american_scientific_journal-4585	131	3	;	;	PUNCT
american_scientific_journal-4585	131	4	b	b	X
american_scientific_journal-4585	131	5	ramachandra	ramachandra	PROPN
american_scientific_journal-4585	131	6	‘	'	PUNCT
american_scientific_journal-4585	131	7	association	association	NOUN
american_scientific_journal-4585	131	8	rule	rule	NOUN
american_scientific_journal-4585	131	9	mining	mining	NOUN
american_scientific_journal-4585	131	10	based	base	VERB
american_scientific_journal-4585	131	11	predicting	predict	VERB
american_scientific_journal-4585	131	12	breast	breast	NOUN
american_scientific_journal-4585	131	13	cancer	cancer	NOUN
american_scientific_journal-4585	131	14	recurrence	recurrence	NOUN
american_scientific_journal-4585	131	15	on	on	ADP
american_scientific_journal-4585	131	16	seer	seer	PROPN
american_scientific_journal-4585	131	17	breast	breast	PROPN
american_scientific_journal-4585	131	18	cancer	cancer	NOUN
american_scientific_journal-4585	131	19	data	datum	NOUN
american_scientific_journal-4585	131	20	’	'	PUNCT
american_scientific_journal-4585	131	21	.	.	PUNCT
american_scientific_journal-4585	132	1	[	[	X
american_scientific_journal-4585	132	2	2	2	NUM
american_scientific_journal-4585	132	3	]	]	PUNCT
american_scientific_journal-4585	132	4	.	.	PUNCT
american_scientific_journal-4585	133	1	galal	galal	PROPN
american_scientific_journal-4585	133	2	,	,	PUNCT
american_scientific_journal-4585	133	3	g.	g.	PROPN
american_scientific_journal-4585	133	4	,	,	PUNCT
american_scientific_journal-4585	133	5	cook	cook	PROPN
american_scientific_journal-4585	133	6	,	,	PUNCT
american_scientific_journal-4585	133	7	d.j	d.j	PROPN
american_scientific_journal-4585	133	8	.	.	PROPN
american_scientific_journal-4585	133	9	,	,	PUNCT
american_scientific_journal-4585	133	10	holder	holder	NOUN
american_scientific_journal-4585	133	11	,	,	PUNCT
american_scientific_journal-4585	133	12	l.b	l.b	PROPN
american_scientific_journal-4585	133	13	.	.	PUNCT
american_scientific_journal-4585	134	1	“	"	PUNCT
american_scientific_journal-4585	134	2	improving	improve	VERB
american_scientific_journal-4585	134	3	scalability	scalability	NOUN
american_scientific_journal-4585	134	4	in	in	ADP
american_scientific_journal-4585	134	5	a	a	DET
american_scientific_journal-4585	134	6	scientific	scientific	ADJ
american_scientific_journal-4585	134	7	discovery	discovery	NOUN
american_scientific_journal-4585	134	8	system	system	NOUN
american_scientific_journal-4585	134	9	by	by	ADP
american_scientific_journal-4585	134	10	exploiting	exploit	VERB
american_scientific_journal-4585	134	11	parallelism	parallelism	NOUN
american_scientific_journal-4585	134	12	”	"	PUNCT
american_scientific_journal-4585	134	13	,	,	PUNCT
american_scientific_journal-4585	134	14	proceedings	proceeding	NOUN
american_scientific_journal-4585	134	15	kdd	kdd	PROPN
american_scientific_journal-4585	134	16	'	'	NUM
american_scientific_journal-4585	134	17	97	97	NUM
american_scientific_journal-4585	134	18	.	.	PUNCT
american_scientific_journal-4585	135	1	[	[	X
american_scientific_journal-4585	135	2	3	3	NUM
american_scientific_journal-4585	135	3	]	]	PUNCT
american_scientific_journal-4585	135	4	.	.	PUNCT
american_scientific_journal-4585	136	1	holsheimer	holsheimer	PROPN
american_scientific_journal-4585	136	2	,	,	PUNCT
american_scientific_journal-4585	136	3	m.	m.	NOUN
american_scientific_journal-4585	136	4	,	,	PUNCT
american_scientific_journal-4585	136	5	kersten	kersten	NOUN
american_scientific_journal-4585	136	6	,	,	PUNCT
american_scientific_journal-4585	136	7	m.	m.	NOUN
american_scientific_journal-4585	136	8	,	,	PUNCT
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american_scientific_journal-4585	136	10	,	,	PUNCT
american_scientific_journal-4585	136	11	h.	h.	PROPN
american_scientific_journal-4585	136	12	,	,	PUNCT
american_scientific_journal-4585	136	13	toivonen	toivonen	PROPN
american_scientific_journal-4585	136	14	,	,	PUNCT
american_scientific_journal-4585	136	15	h.	h.	PROPN
american_scientific_journal-4585	137	1	“	"	PUNCT
american_scientific_journal-4585	137	2	a	a	DET
american_scientific_journal-4585	137	3	perspective	perspective	NOUN
american_scientific_journal-4585	137	4	on	on	ADP
american_scientific_journal-4585	137	5	databases	database	NOUN
american_scientific_journal-4585	137	6	and	and	CCONJ
american_scientific_journal-4585	137	7	data	datum	NOUN
american_scientific_journal-4585	137	8	mining	mining	NOUN
american_scientific_journal-4585	137	9	”	"	PUNCT
american_scientific_journal-4585	137	10	,	,	PUNCT
american_scientific_journal-4585	137	11	proceedings	proceeding	NOUN
american_scientific_journal-4585	137	12	kdd	kdd	PROPN
american_scientific_journal-4585	137	13	'	'	PROPN
american_scientific_journal-4585	137	14	95	95	NUM
american_scientific_journal-4585	137	15	.	.	PUNCT
american_scientific_journal-4585	138	1	[	[	X
american_scientific_journal-4585	138	2	4	4	NUM
american_scientific_journal-4585	138	3	]	]	PUNCT
american_scientific_journal-4585	138	4	.	.	PUNCT
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american_scientific_journal-4585	139	4	,	,	PUNCT
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american_scientific_journal-4585	139	6	.	.	PROPN
american_scientific_journal-4585	139	7	,	,	PUNCT
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american_scientific_journal-4585	139	11	,	,	PUNCT
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american_scientific_journal-4585	139	13	.	.	PROPN
american_scientific_journal-4585	139	14	,	,	PUNCT
american_scientific_journal-4585	139	15	and	and	CCONJ
american_scientific_journal-4585	139	16	peter	peter	PROPN
american_scientific_journal-4585	139	17	szolovits	szolovit	NOUN
american_scientific_journal-4585	139	18	,	,	PUNCT
american_scientific_journal-4585	139	19	ph.d	ph.d	PROPN
american_scientific_journal-4585	139	20	.	.	PUNCT
american_scientific_journal-4585	140	1	“	"	PUNCT
american_scientific_journal-4585	140	2	artificial	artificial	ADJ
american_scientific_journal-4585	140	3	intelligence	intelligence	NOUN
american_scientific_journal-4585	140	4	in	in	ADP
american_scientific_journal-4585	140	5	medicine	medicine	NOUN
american_scientific_journal-4585	140	6	’’	’'	PUNCT
american_scientific_journal-4585	140	7	,	,	PUNCT
american_scientific_journal-4585	140	8	volume	volume	NOUN
american_scientific_journal-4585	140	9	34	34	NUM
american_scientific_journal-4585	140	10	,	,	PUNCT
american_scientific_journal-4585	140	11	issue	issue	NOUN
american_scientific_journal-4585	140	12	2	2	NUM
american_scientific_journal-4585	140	13	,	,	PUNCT
american_scientific_journal-4585	140	14	june	june	PROPN
american_scientific_journal-4585	140	15	2005	2005	NUM
american_scientific_journal-4585	140	16	,	,	PUNCT
american_scientific_journal-4585	140	17	pages	page	NOUN
american_scientific_journal-4585	140	18	113	113	NUM
american_scientific_journal-4585	140	19	-	-	SYM
american_scientific_journal-4585	140	20	127	127	NUM
american_scientific_journal-4585	140	21	.	.	PUNCT
american_scientific_journal-4585	141	1	[	[	X
american_scientific_journal-4585	141	2	4	4	NUM
american_scientific_journal-4585	141	3	]	]	PUNCT
american_scientific_journal-4585	141	4	.	.	PUNCT
american_scientific_journal-4585	141	5	ultrasound	ultrasound	PROPN
american_scientific_journal-4585	141	6	in	in	ADP
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american_scientific_journal-4585	141	8	&	&	CCONJ
american_scientific_journal-4585	141	9	biology	biology	NOUN
american_scientific_journal-4585	141	10	,	,	PUNCT
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american_scientific_journal-4585	141	12	29	29	NUM
american_scientific_journal-4585	141	13	,	,	PUNCT
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american_scientific_journal-4585	141	15	5	5	NUM
american_scientific_journal-4585	141	16	,	,	PUNCT
american_scientific_journal-4585	141	17	may	may	PROPN
american_scientific_journal-4585	141	18	2003	2003	NUM
american_scientific_journal-4585	141	19	,	,	PUNCT
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american_scientific_journal-4585	141	21	679	679	NUM
american_scientific_journal-4585	141	22	-	-	SYM
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american_scientific_journal-4585	141	24	.	.	PUNCT
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american_scientific_journal-4585	142	2	5	5	NUM
american_scientific_journal-4585	142	3	]	]	PUNCT
american_scientific_journal-4585	142	4	.	.	PUNCT
american_scientific_journal-4585	143	1	ian	ian	PROPN
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american_scientific_journal-4585	143	3	eibe	eibe	VERB
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american_scientific_journal-4585	143	6	hall	hall	PROPN
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american_scientific_journal-4585	143	9	,	,	PUNCT
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american_scientific_journal-4585	143	12	:	:	PUNCT
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american_scientific_journal-4585	143	19	,	,	PUNCT
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american_scientific_journal-4585	143	22	,	,	PUNCT
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american_scientific_journal-4585	143	24	160	160	NUM
american_scientific_journal-4585	143	25	,	,	PUNCT
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american_scientific_journal-4585	143	27	.	.	PUNCT
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american_scientific_journal-4585	144	2	6	6	NUM
american_scientific_journal-4585	144	3	]	]	PUNCT
american_scientific_journal-4585	144	4	.	.	PUNCT
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american_scientific_journal-4585	145	2	d	d	PROPN
american_scientific_journal-4585	145	3	,	,	PUNCT
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american_scientific_journal-4585	145	5	hc	hc	PROPN
american_scientific_journal-4585	145	6	,	,	PUNCT
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american_scientific_journal-4585	146	1	d	d	PROPN
american_scientific_journal-4585	146	2	,	,	PUNCT
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american_scientific_journal-4585	146	4	ld	ld	PROPN
american_scientific_journal-4585	146	5	.	.	PROPN
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american_scientific_journal-4585	146	8	in	in	ADP
american_scientific_journal-4585	146	9	digital	digital	ADJ
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american_scientific_journal-4585	146	12	international	international	ADJ
american_scientific_journal-4585	146	13	conference	conference	NOUN
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american_scientific_journal-4585	146	16	,	,	PUNCT
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american_scientific_journal-4585	146	18	,	,	PUNCT
american_scientific_journal-4585	146	19	and	and	CCONJ
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american_scientific_journal-4585	146	21	,	,	PUNCT
american_scientific_journal-4585	146	22	1999	1999	NUM
american_scientific_journal-4585	146	23	;	;	PUNCT
american_scientific_journal-4585	146	24	105	105	NUM
american_scientific_journal-4585	146	25	-	-	SYM
american_scientific_journal-4585	146	26	109	109	NUM
american_scientific_journal-4585	146	27	.	.	PUNCT
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american_scientific_journal-4585	147	4	.	.	PUNCT
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american_scientific_journal-4585	148	5	methods	method	NOUN
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american_scientific_journal-4585	148	10	.	.	PUNCT
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american_scientific_journal-4585	149	5	.	.	PUNCT
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american_scientific_journal-4585	150	2	.	.	PROPN
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american_scientific_journal-4585	151	2	,	,	PUNCT
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american_scientific_journal-4585	151	4	.	.	NOUN
american_scientific_journal-4585	151	5	4	4	NUM
american_scientific_journal-4585	151	6	,	,	PUNCT
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american_scientific_journal-4585	151	8	,	,	PUNCT
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american_scientific_journal-4585	151	10	.	.	PUNCT
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american_scientific_journal-4585	152	3	,	,	PUNCT
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american_scientific_journal-4585	152	6	.	.	PUNCT
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american_scientific_journal-4585	152	8	.	.	PUNCT
american_scientific_journal-4585	153	1	[	[	X
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american_scientific_journal-4585	153	3	]	]	SYM
american_scientific_journal-4585	153	4	.	.	PUNCT
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american_scientific_journal-4585	153	6	,	,	PUNCT
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american_scientific_journal-4585	153	8	,	,	PUNCT
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american_scientific_journal-4585	153	10	,	,	PUNCT
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american_scientific_journal-4585	153	12	,	,	PUNCT
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american_scientific_journal-4585	153	14	-	-	PUNCT
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american_scientific_journal-4585	153	16	,	,	PUNCT
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american_scientific_journal-4585	153	18	et	et	PROPN
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american_scientific_journal-4585	153	20	.	.	PROPN
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american_scientific_journal-4585	153	22	(	(	PUNCT
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american_scientific_journal-4585	153	24	)	)	PUNCT
american_scientific_journal-4585	153	25	53	53	NUM
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american_scientific_journal-4585	153	28	.	.	PUNCT
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american_scientific_journal-4585	154	3	]	]	PUNCT
american_scientific_journal-4585	154	4	.	.	PUNCT
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american_scientific_journal-4585	155	3	,	,	PUNCT
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american_scientific_journal-4585	155	6	,	,	PUNCT
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american_scientific_journal-4585	155	9	,	,	PUNCT
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american_scientific_journal-4585	155	12	,	,	PUNCT
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american_scientific_journal-4585	155	27	,	,	PUNCT
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american_scientific_journal-4585	157	4	,	,	PUNCT
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american_scientific_journal-4585	157	7	,	,	PUNCT
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american_scientific_journal-4585	157	12	.	.	PUNCT
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american_scientific_journal-4585	158	17	.	.	PUNCT
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american_scientific_journal-4585	160	5	,	,	PUNCT
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american_scientific_journal-4585	160	8	,	,	PUNCT
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