id	sid	tid	token	lemma	pos
american_scientific_journal-2534	1	1	317	317	NUM
american_scientific_journal-2534	1	2	american	american	ADJ
american_scientific_journal-2534	1	3	scientific	scientific	ADJ
american_scientific_journal-2534	1	4	research	research	NOUN
american_scientific_journal-2534	1	5	journal	journal	NOUN
american_scientific_journal-2534	1	6	for	for	ADP
american_scientific_journal-2534	1	7	engineering	engineering	NOUN
american_scientific_journal-2534	1	8	,	,	PUNCT
american_scientific_journal-2534	1	9	technology	technology	NOUN
american_scientific_journal-2534	1	10	,	,	PUNCT
american_scientific_journal-2534	1	11	and	and	CCONJ
american_scientific_journal-2534	1	12	sciences	science	NOUN
american_scientific_journal-2534	1	13	(	(	PUNCT
american_scientific_journal-2534	1	14	asrjets	asrjet	NOUN
american_scientific_journal-2534	1	15	)	)	PUNCT
american_scientific_journal-2534	1	16	issn	issn	PROPN
american_scientific_journal-2534	1	17	(	(	PUNCT
american_scientific_journal-2534	1	18	print	print	NOUN
american_scientific_journal-2534	1	19	)	)	PUNCT
american_scientific_journal-2534	1	20	2313	2313	NUM
american_scientific_journal-2534	1	21	-	-	SYM
american_scientific_journal-2534	1	22	4410	4410	NUM
american_scientific_journal-2534	1	23	,	,	PUNCT
american_scientific_journal-2534	1	24	issn	issn	PROPN
american_scientific_journal-2534	1	25	(	(	PUNCT
american_scientific_journal-2534	1	26	online	online	ADJ
american_scientific_journal-2534	1	27	)	)	PUNCT
american_scientific_journal-2534	1	28	2313	2313	NUM
american_scientific_journal-2534	1	29	-	-	SYM
american_scientific_journal-2534	1	30	4402	4402	NUM
american_scientific_journal-2534	1	31	©	©	PROPN
american_scientific_journal-2534	1	32	global	global	ADJ
american_scientific_journal-2534	1	33	society	society	NOUN
american_scientific_journal-2534	1	34	of	of	ADP
american_scientific_journal-2534	1	35	scientific	scientific	ADJ
american_scientific_journal-2534	1	36	research	research	NOUN
american_scientific_journal-2534	1	37	and	and	CCONJ
american_scientific_journal-2534	1	38	researchers	researcher	NOUN
american_scientific_journal-2534	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-2534	1	40	hair	hair	NOUN
american_scientific_journal-2534	1	41	color	color	NOUN
american_scientific_journal-2534	1	42	classification	classification	NOUN
american_scientific_journal-2534	1	43	in	in	ADP
american_scientific_journal-2534	1	44	face	face	NOUN
american_scientific_journal-2534	1	45	recognition	recognition	NOUN
american_scientific_journal-2534	1	46	using	use	VERB
american_scientific_journal-2534	1	47	machine	machine	NOUN
american_scientific_journal-2534	1	48	learning	learn	VERB
american_scientific_journal-2534	1	49	algorithms	algorithms	PROPN
american_scientific_journal-2534	1	50	saman	saman	PROPN
american_scientific_journal-2534	1	51	sarraf	sarraf	PROPN
american_scientific_journal-2534	1	52	*	*	PROPN
american_scientific_journal-2534	1	53	department	department	PROPN
american_scientific_journal-2534	1	54	of	of	ADP
american_scientific_journal-2534	1	55	electrical	electrical	ADJ
american_scientific_journal-2534	1	56	and	and	CCONJ
american_scientific_journal-2534	1	57	computer	computer	NOUN
american_scientific_journal-2534	1	58	engineering	engineering	NOUN
american_scientific_journal-2534	1	59	,	,	PUNCT
american_scientific_journal-2534	1	60	mcmaster	mcmaster	PROPN
american_scientific_journal-2534	1	61	university	university	PROPN
american_scientific_journal-2534	1	62	,	,	PUNCT
american_scientific_journal-2534	1	63	hamilton	hamilton	PROPN
american_scientific_journal-2534	1	64	,	,	PUNCT
american_scientific_journal-2534	1	65	ontario	ontario	PROPN
american_scientific_journal-2534	1	66	,	,	PUNCT
american_scientific_journal-2534	1	67	canada	canada	PROPN
american_scientific_journal-2534	1	68	,	,	PUNCT
american_scientific_journal-2534	1	69	the	the	DET
american_scientific_journal-2534	1	70	institute	institute	NOUN
american_scientific_journal-2534	1	71	of	of	ADP
american_scientific_journal-2534	1	72	electrical	electrical	ADJ
american_scientific_journal-2534	1	73	and	and	CCONJ
american_scientific_journal-2534	1	74	electronics	electronic	NOUN
american_scientific_journal-2534	1	75	engineers	engineer	NOUN
american_scientific_journal-2534	1	76	,	,	PUNCT
american_scientific_journal-2534	1	77	ieee	ieee	NOUN
american_scientific_journal-2534	1	78	email	email	NOUN
american_scientific_journal-2534	1	79	:	:	PUNCT
american_scientific_journal-2534	1	80	samansarraf@ieee.org	samansarraf@ieee.org	PROPN
american_scientific_journal-2534	1	81	abstract	abstract	ADJ
american_scientific_journal-2534	1	82	security	security	NOUN
american_scientific_journal-2534	1	83	through	through	ADP
american_scientific_journal-2534	1	84	automatic	automatic	ADJ
american_scientific_journal-2534	1	85	human	human	ADJ
american_scientific_journal-2534	1	86	identification	identification	NOUN
american_scientific_journal-2534	1	87	is	be	AUX
american_scientific_journal-2534	1	88	critically	critically	ADV
american_scientific_journal-2534	1	89	important	important	ADJ
american_scientific_journal-2534	1	90	today	today	NOUN
american_scientific_journal-2534	1	91	,	,	PUNCT
american_scientific_journal-2534	1	92	and	and	CCONJ
american_scientific_journal-2534	1	93	this	this	PRON
american_scientific_journal-2534	1	94	is	be	AUX
american_scientific_journal-2534	1	95	largely	largely	ADV
american_scientific_journal-2534	1	96	due	due	ADJ
american_scientific_journal-2534	1	97	to	to	ADP
american_scientific_journal-2534	1	98	the	the	DET
american_scientific_journal-2534	1	99	high	high	ADJ
american_scientific_journal-2534	1	100	volume	volume	NOUN
american_scientific_journal-2534	1	101	of	of	ADP
american_scientific_journal-2534	1	102	communications	communication	NOUN
american_scientific_journal-2534	1	103	.	.	PUNCT
american_scientific_journal-2534	2	1	most	most	ADJ
american_scientific_journal-2534	2	2	methods	method	NOUN
american_scientific_journal-2534	2	3	used	use	VERB
american_scientific_journal-2534	2	4	to	to	PART
american_scientific_journal-2534	2	5	identify	identify	VERB
american_scientific_journal-2534	2	6	individuals	individual	NOUN
american_scientific_journal-2534	2	7	often	often	ADV
american_scientific_journal-2534	2	8	use	use	VERB
american_scientific_journal-2534	2	9	biometrics	biometric	NOUN
american_scientific_journal-2534	2	10	information	information	NOUN
american_scientific_journal-2534	2	11	,	,	PUNCT
american_scientific_journal-2534	2	12	such	such	ADJ
american_scientific_journal-2534	2	13	as	as	ADP
american_scientific_journal-2534	2	14	facial	facial	ADJ
american_scientific_journal-2534	2	15	characteristics	characteristic	NOUN
american_scientific_journal-2534	2	16	.	.	PUNCT
american_scientific_journal-2534	3	1	therefore	therefore	ADV
american_scientific_journal-2534	3	2	,	,	PUNCT
american_scientific_journal-2534	3	3	face	face	VERB
american_scientific_journal-2534	3	4	recognition	recognition	NOUN
american_scientific_journal-2534	3	5	and	and	CCONJ
american_scientific_journal-2534	3	6	classification	classification	NOUN
american_scientific_journal-2534	3	7	have	have	AUX
american_scientific_journal-2534	3	8	garnered	garner	VERB
american_scientific_journal-2534	3	9	great	great	ADJ
american_scientific_journal-2534	3	10	interest	interest	NOUN
american_scientific_journal-2534	3	11	among	among	ADP
american_scientific_journal-2534	3	12	computer	computer	NOUN
american_scientific_journal-2534	3	13	vision	vision	NOUN
american_scientific_journal-2534	3	14	researchers	researcher	NOUN
american_scientific_journal-2534	3	15	over	over	ADP
american_scientific_journal-2534	3	16	the	the	DET
american_scientific_journal-2534	3	17	past	past	ADJ
american_scientific_journal-2534	3	18	decade	decade	NOUN
american_scientific_journal-2534	3	19	.	.	PUNCT
american_scientific_journal-2534	4	1	this	this	DET
american_scientific_journal-2534	4	2	pattern	pattern	NOUN
american_scientific_journal-2534	4	3	recognition	recognition	NOUN
american_scientific_journal-2534	4	4	problem	problem	NOUN
american_scientific_journal-2534	4	5	is	be	AUX
american_scientific_journal-2534	4	6	divided	divide	VERB
american_scientific_journal-2534	4	7	into	into	ADP
american_scientific_journal-2534	4	8	several	several	ADJ
american_scientific_journal-2534	4	9	subcategories	subcategorie	NOUN
american_scientific_journal-2534	4	10	,	,	PUNCT
american_scientific_journal-2534	4	11	such	such	ADJ
american_scientific_journal-2534	4	12	as	as	ADP
american_scientific_journal-2534	4	13	eye	eye	NOUN
american_scientific_journal-2534	4	14	or	or	CCONJ
american_scientific_journal-2534	4	15	hair	hair	NOUN
american_scientific_journal-2534	4	16	detection	detection	NOUN
american_scientific_journal-2534	4	17	and	and	CCONJ
american_scientific_journal-2534	4	18	classification	classification	NOUN
american_scientific_journal-2534	4	19	.	.	PUNCT
american_scientific_journal-2534	5	1	hair	hair	NOUN
american_scientific_journal-2534	5	2	is	be	AUX
american_scientific_journal-2534	5	3	a	a	DET
american_scientific_journal-2534	5	4	salient	salient	ADJ
american_scientific_journal-2534	5	5	feature	feature	NOUN
american_scientific_journal-2534	5	6	in	in	ADP
american_scientific_journal-2534	5	7	the	the	DET
american_scientific_journal-2534	5	8	human	human	ADJ
american_scientific_journal-2534	5	9	face	face	NOUN
american_scientific_journal-2534	5	10	and	and	CCONJ
american_scientific_journal-2534	5	11	is	be	AUX
american_scientific_journal-2534	5	12	one	one	NUM
american_scientific_journal-2534	5	13	of	of	ADP
american_scientific_journal-2534	5	14	the	the	DET
american_scientific_journal-2534	5	15	most	most	ADV
american_scientific_journal-2534	5	16	important	important	ADJ
american_scientific_journal-2534	5	17	cues	cue	NOUN
american_scientific_journal-2534	5	18	in	in	ADP
american_scientific_journal-2534	5	19	face	face	NOUN
american_scientific_journal-2534	5	20	detection	detection	NOUN
american_scientific_journal-2534	5	21	and	and	CCONJ
american_scientific_journal-2534	5	22	recognition	recognition	NOUN
american_scientific_journal-2534	5	23	.	.	PUNCT
american_scientific_journal-2534	6	1	accurate	accurate	ADJ
american_scientific_journal-2534	6	2	detection	detection	NOUN
american_scientific_journal-2534	6	3	and	and	CCONJ
american_scientific_journal-2534	6	4	presentation	presentation	NOUN
american_scientific_journal-2534	6	5	of	of	ADP
american_scientific_journal-2534	6	6	the	the	DET
american_scientific_journal-2534	6	7	hair	hair	NOUN
american_scientific_journal-2534	6	8	region	region	NOUN
american_scientific_journal-2534	6	9	is	be	AUX
american_scientific_journal-2534	6	10	one	one	NUM
american_scientific_journal-2534	6	11	of	of	ADP
american_scientific_journal-2534	6	12	the	the	DET
american_scientific_journal-2534	6	13	key	key	ADJ
american_scientific_journal-2534	6	14	components	component	NOUN
american_scientific_journal-2534	6	15	in	in	ADP
american_scientific_journal-2534	6	16	the	the	DET
american_scientific_journal-2534	6	17	automatic	automatic	ADJ
american_scientific_journal-2534	6	18	synthesis	synthesis	NOUN
american_scientific_journal-2534	6	19	of	of	ADP
american_scientific_journal-2534	6	20	human	human	ADJ
american_scientific_journal-2534	6	21	facial	facial	ADJ
american_scientific_journal-2534	6	22	caricature	caricature	NOUN
american_scientific_journal-2534	6	23	.	.	PUNCT
american_scientific_journal-2534	7	1	in	in	ADP
american_scientific_journal-2534	7	2	this	this	DET
american_scientific_journal-2534	7	3	work	work	NOUN
american_scientific_journal-2534	7	4	,	,	PUNCT
american_scientific_journal-2534	7	5	hair	hair	NOUN
american_scientific_journal-2534	7	6	color	color	NOUN
american_scientific_journal-2534	7	7	classification	classification	NOUN
american_scientific_journal-2534	7	8	through	through	ADP
american_scientific_journal-2534	7	9	feature	feature	NOUN
american_scientific_journal-2534	7	10	extraction	extraction	NOUN
american_scientific_journal-2534	7	11	and	and	CCONJ
american_scientific_journal-2534	7	12	machine	machine	NOUN
american_scientific_journal-2534	7	13	learning	learning	NOUN
american_scientific_journal-2534	7	14	methods	method	NOUN
american_scientific_journal-2534	7	15	was	be	AUX
american_scientific_journal-2534	7	16	performed	perform	VERB
american_scientific_journal-2534	7	17	.	.	PUNCT
american_scientific_journal-2534	8	1	the	the	DET
american_scientific_journal-2534	8	2	impacts	impact	NOUN
american_scientific_journal-2534	8	3	of	of	ADP
american_scientific_journal-2534	8	4	different	different	ADJ
american_scientific_journal-2534	8	5	features	feature	NOUN
american_scientific_journal-2534	8	6	and	and	CCONJ
american_scientific_journal-2534	8	7	classifiers	classifier	NOUN
american_scientific_journal-2534	8	8	were	be	AUX
american_scientific_journal-2534	8	9	investigated	investigate	VERB
american_scientific_journal-2534	8	10	using	use	VERB
american_scientific_journal-2534	8	11	color	color	NOUN
american_scientific_journal-2534	8	12	samples	sample	NOUN
american_scientific_journal-2534	8	13	.	.	PUNCT
american_scientific_journal-2534	9	1	support	support	NOUN
american_scientific_journal-2534	9	2	vector	vector	NOUN
american_scientific_journal-2534	9	3	machines	machine	NOUN
american_scientific_journal-2534	9	4	(	(	PUNCT
american_scientific_journal-2534	9	5	svm	svm	PROPN
american_scientific_journal-2534	9	6	)	)	PUNCT
american_scientific_journal-2534	9	7	and	and	CCONJ
american_scientific_journal-2534	9	8	kth	kth	PROPN
american_scientific_journal-2534	9	9	nearest	near	ADJ
american_scientific_journal-2534	9	10	neighbors	neighbor	NOUN
american_scientific_journal-2534	9	11	(	(	PUNCT
american_scientific_journal-2534	9	12	k	k	X
american_scientific_journal-2534	9	13	-	-	PUNCT
american_scientific_journal-2534	9	14	nn	nn	NOUN
american_scientific_journal-2534	9	15	)	)	PUNCT
american_scientific_journal-2534	9	16	were	be	AUX
american_scientific_journal-2534	9	17	trained	train	VERB
american_scientific_journal-2534	9	18	by	by	ADP
american_scientific_journal-2534	9	19	variety	variety	NOUN
american_scientific_journal-2534	9	20	sets	set	NOUN
american_scientific_journal-2534	9	21	of	of	ADP
american_scientific_journal-2534	9	22	statistical	statistical	ADJ
american_scientific_journal-2534	9	23	and	and	CCONJ
american_scientific_journal-2534	9	24	color	color	NOUN
american_scientific_journal-2534	9	25	features	feature	NOUN
american_scientific_journal-2534	9	26	,	,	PUNCT
american_scientific_journal-2534	9	27	and	and	CCONJ
american_scientific_journal-2534	9	28	the	the	DET
american_scientific_journal-2534	9	29	trained	train	VERB
american_scientific_journal-2534	9	30	models	model	NOUN
american_scientific_journal-2534	9	31	were	be	AUX
american_scientific_journal-2534	9	32	validated	validate	VERB
american_scientific_journal-2534	9	33	.	.	PUNCT
american_scientific_journal-2534	10	1	additionally	additionally	ADV
american_scientific_journal-2534	10	2	,	,	PUNCT
american_scientific_journal-2534	10	3	the	the	DET
american_scientific_journal-2534	10	4	effects	effect	NOUN
american_scientific_journal-2534	10	5	of	of	ADP
american_scientific_journal-2534	10	6	the	the	DET
american_scientific_journal-2534	10	7	size	size	NOUN
american_scientific_journal-2534	10	8	of	of	ADP
american_scientific_journal-2534	10	9	datasets	dataset	NOUN
american_scientific_journal-2534	10	10	and	and	CCONJ
american_scientific_journal-2534	10	11	feature	feature	NOUN
american_scientific_journal-2534	10	12	dimensionality	dimensionality	NOUN
american_scientific_journal-2534	10	13	reduction	reduction	NOUN
american_scientific_journal-2534	10	14	were	be	AUX
american_scientific_journal-2534	10	15	obtained	obtain	VERB
american_scientific_journal-2534	10	16	.	.	PUNCT
american_scientific_journal-2534	11	1	the	the	DET
american_scientific_journal-2534	11	2	best	good	ADJ
american_scientific_journal-2534	11	3	accuracy	accuracy	NOUN
american_scientific_journal-2534	11	4	rate	rate	NOUN
american_scientific_journal-2534	11	5	of	of	ADP
american_scientific_journal-2534	11	6	99	99	NUM
american_scientific_journal-2534	11	7	%	%	NOUN
american_scientific_journal-2534	11	8	was	be	AUX
american_scientific_journal-2534	11	9	achieved	achieve	VERB
american_scientific_journal-2534	11	10	through	through	ADP
american_scientific_journal-2534	11	11	a	a	DET
american_scientific_journal-2534	11	12	support	support	NOUN
american_scientific_journal-2534	11	13	vector	vector	NOUN
american_scientific_journal-2534	11	14	machine	machine	NOUN
american_scientific_journal-2534	11	15	with	with	ADP
american_scientific_journal-2534	11	16	radial	radial	ADJ
american_scientific_journal-2534	11	17	basis	basis	NOUN
american_scientific_journal-2534	11	18	kernel	kernel	NOUN
american_scientific_journal-2534	11	19	function	function	NOUN
american_scientific_journal-2534	11	20	(	(	PUNCT
american_scientific_journal-2534	11	21	svm	svm	PROPN
american_scientific_journal-2534	11	22	-	-	PUNCT
american_scientific_journal-2534	11	23	rbf	rbf	PROPN
american_scientific_journal-2534	11	24	)	)	PUNCT
american_scientific_journal-2534	11	25	using	use	VERB
american_scientific_journal-2534	11	26	nine	nine	NUM
american_scientific_journal-2534	11	27	selected	select	VERB
american_scientific_journal-2534	11	28	statistical	statistical	ADJ
american_scientific_journal-2534	11	29	and	and	CCONJ
american_scientific_journal-2534	11	30	color	color	NOUN
american_scientific_journal-2534	11	31	features	feature	NOUN
american_scientific_journal-2534	11	32	.	.	PUNCT
american_scientific_journal-2534	12	1	keywords	keyword	NOUN
american_scientific_journal-2534	12	2	:	:	PUNCT
american_scientific_journal-2534	12	3	face	face	NOUN
american_scientific_journal-2534	12	4	recognition	recognition	NOUN
american_scientific_journal-2534	12	5	;	;	PUNCT
american_scientific_journal-2534	12	6	hair	hair	NOUN
american_scientific_journal-2534	12	7	color	color	NOUN
american_scientific_journal-2534	12	8	classification	classification	NOUN
american_scientific_journal-2534	12	9	;	;	PUNCT
american_scientific_journal-2534	12	10	machine	machine	NOUN
american_scientific_journal-2534	12	11	learning	learning	NOUN
american_scientific_journal-2534	12	12	.	.	PUNCT
american_scientific_journal-2534	13	1	1	1	X
american_scientific_journal-2534	13	2	.	.	X
american_scientific_journal-2534	13	3	introduction	introduction	NOUN
american_scientific_journal-2534	13	4	face	face	NOUN
american_scientific_journal-2534	13	5	recognition	recognition	NOUN
american_scientific_journal-2534	13	6	is	be	AUX
american_scientific_journal-2534	13	7	one	one	NUM
american_scientific_journal-2534	13	8	of	of	ADP
american_scientific_journal-2534	13	9	the	the	DET
american_scientific_journal-2534	13	10	most	most	ADV
american_scientific_journal-2534	13	11	important	important	ADJ
american_scientific_journal-2534	13	12	concepts	concept	NOUN
american_scientific_journal-2534	13	13	in	in	ADP
american_scientific_journal-2534	13	14	biometrics	biometric	NOUN
american_scientific_journal-2534	13	15	,	,	PUNCT
american_scientific_journal-2534	13	16	and	and	CCONJ
american_scientific_journal-2534	13	17	it	it	PRON
american_scientific_journal-2534	13	18	can	can	AUX
american_scientific_journal-2534	13	19	be	be	AUX
american_scientific_journal-2534	13	20	considered	consider	VERB
american_scientific_journal-2534	13	21	in	in	ADP
american_scientific_journal-2534	13	22	the	the	DET
american_scientific_journal-2534	13	23	research	research	NOUN
american_scientific_journal-2534	13	24	or	or	CCONJ
american_scientific_journal-2534	13	25	marketing	marketing	NOUN
american_scientific_journal-2534	13	26	of	of	ADP
american_scientific_journal-2534	13	27	surveillance	surveillance	NOUN
american_scientific_journal-2534	13	28	software	software	NOUN
american_scientific_journal-2534	13	29	.	.	PUNCT
american_scientific_journal-2534	14	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-2534	15	1	*	*	PUNCT
american_scientific_journal-2534	15	2	corresponding	correspond	VERB
american_scientific_journal-2534	15	3	author	author	NOUN
american_scientific_journal-2534	15	4	.	.	PUNCT
american_scientific_journal-2534	16	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-2534	16	2	american	american	PROPN
american_scientific_journal-2534	16	3	scientific	scientific	PROPN
american_scientific_journal-2534	16	4	research	research	NOUN
american_scientific_journal-2534	16	5	journal	journal	NOUN
american_scientific_journal-2534	16	6	for	for	ADP
american_scientific_journal-2534	16	7	engineering	engineering	NOUN
american_scientific_journal-2534	16	8	,	,	PUNCT
american_scientific_journal-2534	16	9	technology	technology	NOUN
american_scientific_journal-2534	16	10	,	,	PUNCT
american_scientific_journal-2534	16	11	and	and	CCONJ
american_scientific_journal-2534	16	12	sciences	science	NOUN
american_scientific_journal-2534	16	13	(	(	PUNCT
american_scientific_journal-2534	16	14	asrjets	asrjet	NOUN
american_scientific_journal-2534	16	15	)	)	PUNCT
american_scientific_journal-2534	16	16	(	(	PUNCT
american_scientific_journal-2534	16	17	2016	2016	NUM
american_scientific_journal-2534	16	18	)	)	PUNCT
american_scientific_journal-2534	16	19	volume	volume	NOUN
american_scientific_journal-2534	16	20	26	26	NUM
american_scientific_journal-2534	16	21	,	,	PUNCT
american_scientific_journal-2534	16	22	no	no	DET
american_scientific_journal-2534	16	23	3	3	NUM
american_scientific_journal-2534	16	24	,	,	PUNCT
american_scientific_journal-2534	16	25	pp	pp	ADV
american_scientific_journal-2534	16	26	317	317	NUM
american_scientific_journal-2534	16	27	-	-	SYM
american_scientific_journal-2534	16	28	334	334	NUM
american_scientific_journal-2534	16	29	318	318	NUM
american_scientific_journal-2534	16	30	from	from	ADP
american_scientific_journal-2534	16	31	camera	camera	NOUN
american_scientific_journal-2534	16	32	surveillance	surveillance	NOUN
american_scientific_journal-2534	16	33	to	to	ADP
american_scientific_journal-2534	16	34	cosmetic	cosmetic	ADJ
american_scientific_journal-2534	16	35	surgery	surgery	NOUN
american_scientific_journal-2534	16	36	,	,	PUNCT
american_scientific_journal-2534	16	37	its	its	PRON
american_scientific_journal-2534	16	38	applications	application	NOUN
american_scientific_journal-2534	16	39	are	be	AUX
american_scientific_journal-2534	16	40	widely	widely	ADV
american_scientific_journal-2534	16	41	visible	visible	ADJ
american_scientific_journal-2534	16	42	.	.	PUNCT
american_scientific_journal-2534	17	1	today	today	NOUN
american_scientific_journal-2534	17	2	,	,	PUNCT
american_scientific_journal-2534	17	3	many	many	ADJ
american_scientific_journal-2534	17	4	researchers	researcher	NOUN
american_scientific_journal-2534	17	5	strive	strive	VERB
american_scientific_journal-2534	17	6	to	to	PART
american_scientific_journal-2534	17	7	recognize	recognize	VERB
american_scientific_journal-2534	17	8	differences	difference	NOUN
american_scientific_journal-2534	17	9	in	in	ADP
american_scientific_journal-2534	17	10	facial	facial	ADJ
american_scientific_journal-2534	17	11	characteristics	characteristic	NOUN
american_scientific_journal-2534	17	12	by	by	ADP
american_scientific_journal-2534	17	13	using	use	VERB
american_scientific_journal-2534	17	14	mathematical	mathematical	ADJ
american_scientific_journal-2534	17	15	algorithms	algorithm	NOUN
american_scientific_journal-2534	17	16	with	with	ADP
american_scientific_journal-2534	17	17	the	the	DET
american_scientific_journal-2534	17	18	help	help	NOUN
american_scientific_journal-2534	17	19	of	of	ADP
american_scientific_journal-2534	17	20	several	several	ADJ
american_scientific_journal-2534	17	21	facial	facial	ADJ
american_scientific_journal-2534	17	22	features	feature	NOUN
american_scientific_journal-2534	17	23	,	,	PUNCT
american_scientific_journal-2534	17	24	such	such	ADJ
american_scientific_journal-2534	17	25	as	as	ADP
american_scientific_journal-2534	17	26	the	the	DET
american_scientific_journal-2534	17	27	eyes	eye	NOUN
american_scientific_journal-2534	17	28	,	,	PUNCT
american_scientific_journal-2534	17	29	lips	lip	NOUN
american_scientific_journal-2534	17	30	,	,	PUNCT
american_scientific_journal-2534	17	31	etc	etc	X
american_scientific_journal-2534	17	32	.	.	X
american_scientific_journal-2534	17	33	one	one	NUM
american_scientific_journal-2534	17	34	feature	feature	NOUN
american_scientific_journal-2534	17	35	that	that	PRON
american_scientific_journal-2534	17	36	has	have	AUX
american_scientific_journal-2534	17	37	not	not	PART
american_scientific_journal-2534	17	38	been	be	AUX
american_scientific_journal-2534	17	39	examined	examine	VERB
american_scientific_journal-2534	17	40	as	as	ADV
american_scientific_journal-2534	17	41	closely	closely	ADV
american_scientific_journal-2534	17	42	as	as	SCONJ
american_scientific_journal-2534	17	43	other	other	ADJ
american_scientific_journal-2534	17	44	features	feature	NOUN
american_scientific_journal-2534	17	45	is	be	AUX
american_scientific_journal-2534	17	46	hair	hair	NOUN
american_scientific_journal-2534	17	47	.	.	PUNCT
american_scientific_journal-2534	18	1	the	the	DET
american_scientific_journal-2534	18	2	variety	variety	NOUN
american_scientific_journal-2534	18	3	of	of	ADP
american_scientific_journal-2534	18	4	hair	hair	NOUN
american_scientific_journal-2534	18	5	models	model	NOUN
american_scientific_journal-2534	18	6	and	and	CCONJ
american_scientific_journal-2534	18	7	colors	color	NOUN
american_scientific_journal-2534	18	8	would	would	AUX
american_scientific_journal-2534	18	9	render	render	VERB
american_scientific_journal-2534	18	10	such	such	DET
american_scientific_journal-2534	18	11	an	an	DET
american_scientific_journal-2534	18	12	examination	examination	NOUN
american_scientific_journal-2534	18	13	interesting	interesting	ADJ
american_scientific_journal-2534	18	14	,	,	PUNCT
american_scientific_journal-2534	18	15	but	but	CCONJ
american_scientific_journal-2534	18	16	there	there	PRON
american_scientific_journal-2534	18	17	is	be	VERB
american_scientific_journal-2534	18	18	always	always	ADV
american_scientific_journal-2534	18	19	the	the	DET
american_scientific_journal-2534	18	20	question	question	NOUN
american_scientific_journal-2534	18	21	of	of	ADP
american_scientific_journal-2534	18	22	whether	whether	SCONJ
american_scientific_journal-2534	18	23	hair	hair	NOUN
american_scientific_journal-2534	18	24	is	be	AUX
american_scientific_journal-2534	18	25	a	a	DET
american_scientific_journal-2534	18	26	good	good	ADJ
american_scientific_journal-2534	18	27	feature	feature	NOUN
american_scientific_journal-2534	18	28	to	to	PART
american_scientific_journal-2534	18	29	be	be	AUX
american_scientific_journal-2534	18	30	incorporated	incorporate	VERB
american_scientific_journal-2534	18	31	in	in	ADP
american_scientific_journal-2534	18	32	face	face	NOUN
american_scientific_journal-2534	18	33	recognition	recognition	NOUN
american_scientific_journal-2534	18	34	.	.	PUNCT
american_scientific_journal-2534	19	1	this	this	DET
american_scientific_journal-2534	19	2	course	course	NOUN
american_scientific_journal-2534	19	3	project	project	NOUN
american_scientific_journal-2534	19	4	will	will	AUX
american_scientific_journal-2534	19	5	concentrate	concentrate	VERB
american_scientific_journal-2534	19	6	on	on	ADP
american_scientific_journal-2534	19	7	a	a	DET
american_scientific_journal-2534	19	8	binary	binary	ADJ
american_scientific_journal-2534	19	9	classifier	classifier	NOUN
american_scientific_journal-2534	19	10	that	that	PRON
american_scientific_journal-2534	19	11	can	can	AUX
american_scientific_journal-2534	19	12	recognize	recognize	VERB
american_scientific_journal-2534	19	13	black	black	ADJ
american_scientific_journal-2534	19	14	hair	hair	NOUN
american_scientific_journal-2534	19	15	from	from	ADP
american_scientific_journal-2534	19	16	non	non	ADJ
american_scientific_journal-2534	19	17	-	-	ADJ
american_scientific_journal-2534	19	18	black	black	ADJ
american_scientific_journal-2534	19	19	hair	hair	NOUN
american_scientific_journal-2534	19	20	with	with	ADP
american_scientific_journal-2534	19	21	the	the	DET
american_scientific_journal-2534	19	22	use	use	NOUN
american_scientific_journal-2534	19	23	of	of	ADP
american_scientific_journal-2534	19	24	svm	svm	PROPN
american_scientific_journal-2534	19	25	and	and	CCONJ
american_scientific_journal-2534	19	26	knn	knn	PROPN
american_scientific_journal-2534	19	27	classifiers	classifier	NOUN
american_scientific_journal-2534	19	28	.	.	PUNCT
american_scientific_journal-2534	20	1	although	although	SCONJ
american_scientific_journal-2534	20	2	there	there	PRON
american_scientific_journal-2534	20	3	are	be	VERB
american_scientific_journal-2534	20	4	some	some	DET
american_scientific_journal-2534	20	5	robust	robust	ADJ
american_scientific_journal-2534	20	6	characteristics	characteristic	NOUN
american_scientific_journal-2534	20	7	to	to	PART
american_scientific_journal-2534	20	8	detect	detect	VERB
american_scientific_journal-2534	20	9	faces	face	NOUN
american_scientific_journal-2534	20	10	,	,	PUNCT
american_scientific_journal-2534	20	11	hair	hair	NOUN
american_scientific_journal-2534	20	12	and	and	CCONJ
american_scientific_journal-2534	20	13	its	its	PRON
american_scientific_journal-2534	20	14	color	color	NOUN
american_scientific_journal-2534	20	15	demonstrate	demonstrate	VERB
american_scientific_journal-2534	20	16	significant	significant	ADJ
american_scientific_journal-2534	20	17	potential	potential	NOUN
american_scientific_journal-2534	20	18	for	for	ADP
american_scientific_journal-2534	20	19	study	study	NOUN
american_scientific_journal-2534	20	20	.	.	PUNCT
american_scientific_journal-2534	21	1	as	as	SCONJ
american_scientific_journal-2534	21	2	is	be	AUX
american_scientific_journal-2534	21	3	well	well	ADV
american_scientific_journal-2534	21	4	-	-	PUNCT
american_scientific_journal-2534	21	5	known	know	VERB
american_scientific_journal-2534	21	6	,	,	PUNCT
american_scientific_journal-2534	21	7	svm	svm	PROPN
american_scientific_journal-2534	21	8	is	be	AUX
american_scientific_journal-2534	21	9	a	a	DET
american_scientific_journal-2534	21	10	powerful	powerful	ADJ
american_scientific_journal-2534	21	11	classifier	classifier	NOUN
american_scientific_journal-2534	21	12	,	,	PUNCT
american_scientific_journal-2534	21	13	especially	especially	ADV
american_scientific_journal-2534	21	14	when	when	SCONJ
american_scientific_journal-2534	21	15	a	a	DET
american_scientific_journal-2534	21	16	binary	binary	ADJ
american_scientific_journal-2534	21	17	decision	decision	NOUN
american_scientific_journal-2534	21	18	is	be	AUX
american_scientific_journal-2534	21	19	needed	need	VERB
american_scientific_journal-2534	21	20	,	,	PUNCT
american_scientific_journal-2534	21	21	and	and	CCONJ
american_scientific_journal-2534	21	22	k	k	X
american_scientific_journal-2534	21	23	-	-	PUNCT
american_scientific_journal-2534	21	24	nn	nn	PROPN
american_scientific_journal-2534	21	25	is	be	AUX
american_scientific_journal-2534	21	26	a	a	DET
american_scientific_journal-2534	21	27	rapid	rapid	ADJ
american_scientific_journal-2534	21	28	approach	approach	NOUN
american_scientific_journal-2534	21	29	to	to	ADP
american_scientific_journal-2534	21	30	data	datum	NOUN
american_scientific_journal-2534	21	31	clustering	clustering	NOUN
american_scientific_journal-2534	21	32	.	.	PUNCT
american_scientific_journal-2534	22	1	neeraj	neeraj	PROPN
american_scientific_journal-2534	22	2	kumar	kumar	PROPN
american_scientific_journal-2534	22	3	and	and	CCONJ
american_scientific_journal-2534	22	4	his	his	PRON
american_scientific_journal-2534	22	5	colleagues	colleague	NOUN
american_scientific_journal-2534	22	6	demonstrated	demonstrate	VERB
american_scientific_journal-2534	22	7	in	in	ADP
american_scientific_journal-2534	22	8	several	several	ADJ
american_scientific_journal-2534	22	9	projects	project	NOUN
american_scientific_journal-2534	22	10	that	that	PRON
american_scientific_journal-2534	22	11	different	different	ADJ
american_scientific_journal-2534	22	12	facial	facial	ADJ
american_scientific_journal-2534	22	13	features	feature	NOUN
american_scientific_journal-2534	22	14	can	can	AUX
american_scientific_journal-2534	22	15	be	be	AUX
american_scientific_journal-2534	22	16	useful	useful	ADJ
american_scientific_journal-2534	22	17	in	in	ADP
american_scientific_journal-2534	22	18	search	search	NOUN
american_scientific_journal-2534	22	19	engines	engine	NOUN
american_scientific_journal-2534	22	20	when	when	SCONJ
american_scientific_journal-2534	22	21	there	there	PRON
american_scientific_journal-2534	22	22	are	be	VERB
american_scientific_journal-2534	22	23	large	large	ADJ
american_scientific_journal-2534	22	24	collections	collection	NOUN
american_scientific_journal-2534	22	25	of	of	ADP
american_scientific_journal-2534	22	26	images	image	NOUN
american_scientific_journal-2534	22	27	,	,	PUNCT
american_scientific_journal-2534	22	28	including	include	VERB
american_scientific_journal-2534	22	29	facial	facial	ADJ
american_scientific_journal-2534	22	30	images	image	NOUN
american_scientific_journal-2534	22	31	[	[	X
american_scientific_journal-2534	22	32	1	1	NUM
american_scientific_journal-2534	22	33	]	]	PUNCT
american_scientific_journal-2534	22	34	.	.	PUNCT
american_scientific_journal-2534	23	1	in	in	ADP
american_scientific_journal-2534	23	2	fact	fact	NOUN
american_scientific_journal-2534	23	3	,	,	PUNCT
american_scientific_journal-2534	23	4	their	their	PRON
american_scientific_journal-2534	23	5	works	work	NOUN
american_scientific_journal-2534	23	6	demonstrate	demonstrate	VERB
american_scientific_journal-2534	23	7	how	how	SCONJ
american_scientific_journal-2534	23	8	almost	almost	ADV
american_scientific_journal-2534	23	9	all	all	DET
american_scientific_journal-2534	23	10	features	feature	NOUN
american_scientific_journal-2534	23	11	of	of	ADP
american_scientific_journal-2534	23	12	the	the	DET
american_scientific_journal-2534	23	13	face	face	NOUN
american_scientific_journal-2534	23	14	are	be	AUX
american_scientific_journal-2534	23	15	important	important	ADJ
american_scientific_journal-2534	23	16	to	to	PART
american_scientific_journal-2534	23	17	consider	consider	VERB
american_scientific_journal-2534	23	18	.	.	PUNCT
american_scientific_journal-2534	24	1	for	for	ADP
american_scientific_journal-2534	24	2	instance	instance	NOUN
american_scientific_journal-2534	24	3	,	,	PUNCT
american_scientific_journal-2534	24	4	between	between	ADP
american_scientific_journal-2534	24	5	the	the	DET
american_scientific_journal-2534	24	6	studied	study	VERB
american_scientific_journal-2534	24	7	attributes	attribute	NOUN
american_scientific_journal-2534	24	8	,	,	PUNCT
american_scientific_journal-2534	24	9	sunglasses	sunglass	NOUN
american_scientific_journal-2534	24	10	returned	return	VERB
american_scientific_journal-2534	24	11	better	well	ADJ
american_scientific_journal-2534	24	12	results	result	NOUN
american_scientific_journal-2534	24	13	than	than	ADP
american_scientific_journal-2534	24	14	eyeglasses	eyeglass	NOUN
american_scientific_journal-2534	24	15	,	,	PUNCT
american_scientific_journal-2534	24	16	etc	etc	X
american_scientific_journal-2534	25	1	[	[	X
american_scientific_journal-2534	25	2	2	2	NUM
american_scientific_journal-2534	25	3	]	]	PUNCT
american_scientific_journal-2534	25	4	.	.	PUNCT
american_scientific_journal-2534	26	1	generally	generally	ADV
american_scientific_journal-2534	26	2	speaking	speak	VERB
american_scientific_journal-2534	26	3	,	,	PUNCT
american_scientific_journal-2534	26	4	the	the	DET
american_scientific_journal-2534	26	5	method	method	NOUN
american_scientific_journal-2534	26	6	used	use	VERB
american_scientific_journal-2534	26	7	by	by	ADP
american_scientific_journal-2534	26	8	neeraj	neeraj	PROPN
american_scientific_journal-2534	26	9	and	and	CCONJ
american_scientific_journal-2534	26	10	his	his	PRON
american_scientific_journal-2534	26	11	colleagues	colleague	NOUN
american_scientific_journal-2534	26	12	was	be	AUX
american_scientific_journal-2534	26	13	based	base	VERB
american_scientific_journal-2534	26	14	on	on	ADP
american_scientific_journal-2534	26	15	low	low	ADJ
american_scientific_journal-2534	26	16	-	-	PUNCT
american_scientific_journal-2534	26	17	level	level	NOUN
american_scientific_journal-2534	26	18	feature	feature	NOUN
american_scientific_journal-2534	26	19	extraction	extraction	NOUN
american_scientific_journal-2534	26	20	using	use	VERB
american_scientific_journal-2534	26	21	different	different	ADJ
american_scientific_journal-2534	26	22	powerful	powerful	ADJ
american_scientific_journal-2534	26	23	classifiers	classifier	NOUN
american_scientific_journal-2534	26	24	,	,	PUNCT
american_scientific_journal-2534	26	25	such	such	ADJ
american_scientific_journal-2534	26	26	as	as	ADP
american_scientific_journal-2534	26	27	smv	smv	NOUN
american_scientific_journal-2534	26	28	and	and	CCONJ
american_scientific_journal-2534	26	29	adaboost	adaboost	ADV
american_scientific_journal-2534	26	30	.	.	PUNCT
american_scientific_journal-2534	27	1	as	as	SCONJ
american_scientific_journal-2534	27	2	mentioned	mention	VERB
american_scientific_journal-2534	27	3	before	before	ADV
american_scientific_journal-2534	27	4	,	,	PUNCT
american_scientific_journal-2534	27	5	svm	svm	PROPN
american_scientific_journal-2534	27	6	and	and	CCONJ
american_scientific_journal-2534	27	7	k	k	PROPN
american_scientific_journal-2534	27	8	-	-	PUNCT
american_scientific_journal-2534	27	9	nn	nn	PROPN
american_scientific_journal-2534	27	10	were	be	AUX
american_scientific_journal-2534	27	11	used	use	VERB
american_scientific_journal-2534	27	12	here	here	ADV
american_scientific_journal-2534	27	13	because	because	SCONJ
american_scientific_journal-2534	27	14	of	of	ADP
american_scientific_journal-2534	27	15	their	their	PRON
american_scientific_journal-2534	27	16	advantages	advantage	NOUN
american_scientific_journal-2534	27	17	,	,	PUNCT
american_scientific_journal-2534	27	18	which	which	PRON
american_scientific_journal-2534	27	19	are	be	AUX
american_scientific_journal-2534	27	20	described	describe	VERB
american_scientific_journal-2534	27	21	in	in	ADP
american_scientific_journal-2534	27	22	upcoming	upcoming	ADJ
american_scientific_journal-2534	27	23	chapters	chapter	NOUN
american_scientific_journal-2534	27	24	.	.	PUNCT
american_scientific_journal-2534	28	1	in	in	ADP
american_scientific_journal-2534	28	2	this	this	DET
american_scientific_journal-2534	28	3	work	work	NOUN
american_scientific_journal-2534	28	4	,	,	PUNCT
american_scientific_journal-2534	28	5	the	the	DET
american_scientific_journal-2534	28	6	classifiers	classifier	NOUN
american_scientific_journal-2534	28	7	were	be	AUX
american_scientific_journal-2534	28	8	trained	train	VERB
american_scientific_journal-2534	28	9	by	by	ADP
american_scientific_journal-2534	28	10	a	a	DET
american_scientific_journal-2534	28	11	set	set	NOUN
american_scientific_journal-2534	28	12	of	of	ADP
american_scientific_journal-2534	28	13	460	460	NUM
american_scientific_journal-2534	28	14	black	black	ADJ
american_scientific_journal-2534	28	15	and	and	CCONJ
american_scientific_journal-2534	28	16	non	non	ADJ
american_scientific_journal-2534	28	17	-	-	ADJ
american_scientific_journal-2534	28	18	black	black	ADJ
american_scientific_journal-2534	28	19	hair	hair	NOUN
american_scientific_journal-2534	28	20	images	image	NOUN
american_scientific_journal-2534	28	21	and	and	CCONJ
american_scientific_journal-2534	28	22	tested	test	VERB
american_scientific_journal-2534	28	23	by	by	ADP
american_scientific_journal-2534	28	24	200	200	NUM
american_scientific_journal-2534	28	25	images	image	NOUN
american_scientific_journal-2534	28	26	.	.	PUNCT
american_scientific_journal-2534	29	1	as	as	ADP
american_scientific_journal-2534	29	2	a	a	DET
american_scientific_journal-2534	29	3	short	short	ADJ
american_scientific_journal-2534	29	4	-	-	PUNCT
american_scientific_journal-2534	29	5	term	term	NOUN
american_scientific_journal-2534	29	6	project	project	NOUN
american_scientific_journal-2534	29	7	,	,	PUNCT
american_scientific_journal-2534	29	8	this	this	DET
american_scientific_journal-2534	29	9	number	number	NOUN
american_scientific_journal-2534	29	10	of	of	ADP
american_scientific_journal-2534	29	11	images	image	NOUN
american_scientific_journal-2534	29	12	would	would	AUX
american_scientific_journal-2534	29	13	be	be	AUX
american_scientific_journal-2534	29	14	acceptable	acceptable	ADJ
american_scientific_journal-2534	29	15	to	to	PART
american_scientific_journal-2534	29	16	train	train	VERB
american_scientific_journal-2534	29	17	a	a	DET
american_scientific_journal-2534	29	18	classifier	classifier	NOUN
american_scientific_journal-2534	29	19	,	,	PUNCT
american_scientific_journal-2534	29	20	but	but	CCONJ
american_scientific_journal-2534	29	21	for	for	ADP
american_scientific_journal-2534	29	22	a	a	DET
american_scientific_journal-2534	29	23	complete	complete	ADJ
american_scientific_journal-2534	29	24	project	project	NOUN
american_scientific_journal-2534	29	25	much	much	ADV
american_scientific_journal-2534	29	26	more	more	ADJ
american_scientific_journal-2534	29	27	images	image	NOUN
american_scientific_journal-2534	29	28	,	,	PUNCT
american_scientific_journal-2534	29	29	potentially	potentially	ADV
american_scientific_journal-2534	29	30	thousands	thousand	NOUN
american_scientific_journal-2534	29	31	,	,	PUNCT
american_scientific_journal-2534	29	32	are	be	AUX
american_scientific_journal-2534	29	33	required	require	VERB
american_scientific_journal-2534	29	34	to	to	PART
american_scientific_journal-2534	29	35	train	train	VERB
american_scientific_journal-2534	29	36	classifiers	classifier	NOUN
american_scientific_journal-2534	29	37	.	.	PUNCT
american_scientific_journal-2534	30	1	the	the	DET
american_scientific_journal-2534	30	2	more	more	ADJ
american_scientific_journal-2534	30	3	images	image	NOUN
american_scientific_journal-2534	30	4	used	use	VERB
american_scientific_journal-2534	30	5	in	in	ADP
american_scientific_journal-2534	30	6	training	training	NOUN
american_scientific_journal-2534	30	7	,	,	PUNCT
american_scientific_journal-2534	30	8	the	the	PRON
american_scientific_journal-2534	30	9	more	more	ADV
american_scientific_journal-2534	30	10	reliable	reliable	ADJ
american_scientific_journal-2534	30	11	the	the	DET
american_scientific_journal-2534	30	12	trained	train	VERB
american_scientific_journal-2534	30	13	classifier	classifier	NOUN
american_scientific_journal-2534	30	14	.	.	PUNCT
american_scientific_journal-2534	31	1	different	different	ADJ
american_scientific_journal-2534	31	2	parameters	parameter	NOUN
american_scientific_journal-2534	31	3	derived	derive	VERB
american_scientific_journal-2534	31	4	from	from	ADP
american_scientific_journal-2534	31	5	feature	feature	NOUN
american_scientific_journal-2534	31	6	extraction	extraction	NOUN
american_scientific_journal-2534	31	7	and	and	CCONJ
american_scientific_journal-2534	31	8	the	the	DET
american_scientific_journal-2534	31	9	numbers	number	NOUN
american_scientific_journal-2534	31	10	of	of	ADP
american_scientific_journal-2534	31	11	images	image	NOUN
american_scientific_journal-2534	31	12	used	use	VERB
american_scientific_journal-2534	31	13	for	for	ADP
american_scientific_journal-2534	31	14	training	training	NOUN
american_scientific_journal-2534	31	15	have	have	AUX
american_scientific_journal-2534	31	16	been	be	AUX
american_scientific_journal-2534	31	17	compared	compare	VERB
american_scientific_journal-2534	31	18	in	in	ADP
american_scientific_journal-2534	31	19	order	order	NOUN
american_scientific_journal-2534	31	20	to	to	PART
american_scientific_journal-2534	31	21	demonstrate	demonstrate	VERB
american_scientific_journal-2534	31	22	how	how	SCONJ
american_scientific_journal-2534	31	23	changes	change	NOUN
american_scientific_journal-2534	31	24	in	in	ADP
american_scientific_journal-2534	31	25	parameters	parameter	NOUN
american_scientific_journal-2534	31	26	can	can	AUX
american_scientific_journal-2534	31	27	improve	improve	VERB
american_scientific_journal-2534	31	28	the	the	DET
american_scientific_journal-2534	31	29	results	result	NOUN
american_scientific_journal-2534	31	30	,	,	PUNCT
american_scientific_journal-2534	31	31	and	and	CCONJ
american_scientific_journal-2534	31	32	vice	vice	ADV
american_scientific_journal-2534	31	33	versa	versa	ADV
american_scientific_journal-2534	31	34	.	.	PUNCT
american_scientific_journal-2534	32	1	acceptable	acceptable	ADJ
american_scientific_journal-2534	32	2	results	result	NOUN
american_scientific_journal-2534	32	3	have	have	AUX
american_scientific_journal-2534	32	4	been	be	AUX
american_scientific_journal-2534	32	5	obtained	obtain	VERB
american_scientific_journal-2534	32	6	,	,	PUNCT
american_scientific_journal-2534	32	7	and	and	CCONJ
american_scientific_journal-2534	32	8	this	this	PRON
american_scientific_journal-2534	32	9	will	will	AUX
american_scientific_journal-2534	32	10	also	also	ADV
american_scientific_journal-2534	32	11	be	be	AUX
american_scientific_journal-2534	32	12	discussed	discuss	VERB
american_scientific_journal-2534	32	13	in	in	ADP
american_scientific_journal-2534	32	14	upcoming	upcoming	ADJ
american_scientific_journal-2534	32	15	chapters	chapter	NOUN
american_scientific_journal-2534	32	16	.	.	PUNCT
american_scientific_journal-2534	33	1	training	training	NOUN
american_scientific_journal-2534	33	2	svm	svm	PROPN
american_scientific_journal-2534	33	3	as	as	ADV
american_scientific_journal-2534	33	4	well	well	ADV
american_scientific_journal-2534	33	5	as	as	ADP
american_scientific_journal-2534	33	6	k	k	PROPN
american_scientific_journal-2534	33	7	-	-	PUNCT
american_scientific_journal-2534	33	8	nn	nn	ADJ
american_scientific_journal-2534	33	9	classifiers	classifier	NOUN
american_scientific_journal-2534	33	10	,	,	PUNCT
american_scientific_journal-2534	33	11	studying	study	VERB
american_scientific_journal-2534	33	12	the	the	DET
american_scientific_journal-2534	33	13	effects	effect	NOUN
american_scientific_journal-2534	33	14	of	of	ADP
american_scientific_journal-2534	33	15	features	feature	NOUN
american_scientific_journal-2534	33	16	on	on	ADP
american_scientific_journal-2534	33	17	the	the	DET
american_scientific_journal-2534	33	18	results	result	NOUN
american_scientific_journal-2534	33	19	by	by	ADP
american_scientific_journal-2534	33	20	computing	compute	VERB
american_scientific_journal-2534	33	21	recall	recall	NOUN
american_scientific_journal-2534	33	22	,	,	PUNCT
american_scientific_journal-2534	33	23	and	and	CCONJ
american_scientific_journal-2534	33	24	producing	produce	VERB
american_scientific_journal-2534	33	25	precision	precision	NOUN
american_scientific_journal-2534	33	26	and	and	CCONJ
american_scientific_journal-2534	33	27	accuracy	accuracy	NOUN
american_scientific_journal-2534	33	28	graphs	graph	NOUN
american_scientific_journal-2534	33	29	are	be	AUX
american_scientific_journal-2534	33	30	the	the	DET
american_scientific_journal-2534	33	31	principal	principal	ADJ
american_scientific_journal-2534	33	32	objectives	objective	NOUN
american_scientific_journal-2534	33	33	of	of	ADP
american_scientific_journal-2534	33	34	this	this	DET
american_scientific_journal-2534	33	35	report	report	NOUN
american_scientific_journal-2534	33	36	.	.	PUNCT
american_scientific_journal-2534	34	1	the	the	DET
american_scientific_journal-2534	34	2	main	main	ADJ
american_scientific_journal-2534	34	3	conclusion	conclusion	NOUN
american_scientific_journal-2534	34	4	of	of	ADP
american_scientific_journal-2534	34	5	this	this	DET
american_scientific_journal-2534	34	6	report	report	NOUN
american_scientific_journal-2534	34	7	is	be	AUX
american_scientific_journal-2534	34	8	that	that	SCONJ
american_scientific_journal-2534	34	9	the	the	DET
american_scientific_journal-2534	34	10	choice	choice	NOUN
american_scientific_journal-2534	34	11	of	of	ADP
american_scientific_journal-2534	34	12	a	a	DET
american_scientific_journal-2534	34	13	classifier	classifier	NOUN
american_scientific_journal-2534	34	14	and	and	CCONJ
american_scientific_journal-2534	34	15	(	(	PUNCT
american_scientific_journal-2534	34	16	low	low	ADJ
american_scientific_journal-2534	34	17	-	-	PUNCT
american_scientific_journal-2534	34	18	level	level	NOUN
american_scientific_journal-2534	34	19	)	)	PUNCT
american_scientific_journal-2534	34	20	feature	feature	NOUN
american_scientific_journal-2534	34	21	extraction	extraction	NOUN
american_scientific_journal-2534	34	22	is	be	AUX
american_scientific_journal-2534	34	23	important	important	ADJ
american_scientific_journal-2534	34	24	when	when	SCONJ
american_scientific_journal-2534	34	25	black	black	ADJ
american_scientific_journal-2534	34	26	hair	hair	NOUN
american_scientific_journal-2534	34	27	is	be	AUX
american_scientific_journal-2534	34	28	the	the	DET
american_scientific_journal-2534	34	29	only	only	ADJ
american_scientific_journal-2534	34	30	feature	feature	NOUN
american_scientific_journal-2534	34	31	involved	involve	VERB
american_scientific_journal-2534	34	32	in	in	ADP
american_scientific_journal-2534	34	33	color	color	NOUN
american_scientific_journal-2534	34	34	image	image	NOUN
american_scientific_journal-2534	34	35	processing	processing	NOUN
american_scientific_journal-2534	34	36	.	.	PUNCT
american_scientific_journal-2534	35	1	some	some	DET
american_scientific_journal-2534	35	2	suggestions	suggestion	NOUN
american_scientific_journal-2534	35	3	for	for	ADP
american_scientific_journal-2534	35	4	improving	improve	VERB
american_scientific_journal-2534	35	5	the	the	DET
american_scientific_journal-2534	35	6	results	result	NOUN
american_scientific_journal-2534	35	7	will	will	AUX
american_scientific_journal-2534	35	8	be	be	AUX
american_scientific_journal-2534	35	9	presented	present	VERB
american_scientific_journal-2534	35	10	in	in	ADP
american_scientific_journal-2534	35	11	the	the	DET
american_scientific_journal-2534	35	12	final	final	ADJ
american_scientific_journal-2534	35	13	chapter	chapter	NOUN
american_scientific_journal-2534	35	14	.	.	PUNCT
american_scientific_journal-2534	36	1	2	2	X
american_scientific_journal-2534	36	2	.	.	X
american_scientific_journal-2534	36	3	background	background	NOUN
american_scientific_journal-2534	36	4	the	the	DET
american_scientific_journal-2534	36	5	concept	concept	NOUN
american_scientific_journal-2534	36	6	of	of	ADP
american_scientific_journal-2534	36	7	hair	hair	NOUN
american_scientific_journal-2534	36	8	recognition	recognition	NOUN
american_scientific_journal-2534	36	9	is	be	AUX
american_scientific_journal-2534	36	10	derived	derive	VERB
american_scientific_journal-2534	36	11	from	from	ADP
american_scientific_journal-2534	36	12	the	the	DET
american_scientific_journal-2534	36	13	features	feature	NOUN
american_scientific_journal-2534	36	14	considered	consider	VERB
american_scientific_journal-2534	36	15	in	in	ADP
american_scientific_journal-2534	36	16	face	face	NOUN
american_scientific_journal-2534	36	17	detection	detection	NOUN
american_scientific_journal-2534	36	18	.	.	PUNCT
american_scientific_journal-2534	37	1	over	over	ADP
american_scientific_journal-2534	37	2	the	the	DET
american_scientific_journal-2534	37	3	last	last	ADJ
american_scientific_journal-2534	37	4	several	several	ADJ
american_scientific_journal-2534	37	5	years	year	NOUN
american_scientific_journal-2534	37	6	,	,	PUNCT
american_scientific_journal-2534	37	7	many	many	ADJ
american_scientific_journal-2534	37	8	algorithms	algorithm	NOUN
american_scientific_journal-2534	37	9	have	have	AUX
american_scientific_journal-2534	37	10	been	be	AUX
american_scientific_journal-2534	37	11	developed	develop	VERB
american_scientific_journal-2534	37	12	in	in	ADP
american_scientific_journal-2534	37	13	order	order	NOUN
american_scientific_journal-2534	37	14	to	to	PART
american_scientific_journal-2534	37	15	obtain	obtain	VERB
american_scientific_journal-2534	37	16	the	the	DET
american_scientific_journal-2534	37	17	highest	high	ADJ
american_scientific_journal-2534	37	18	level	level	NOUN
american_scientific_journal-2534	37	19	of	of	ADP
american_scientific_journal-2534	37	20	accuracy	accuracy	NOUN
american_scientific_journal-2534	37	21	in	in	ADP
american_scientific_journal-2534	37	22	this	this	DET
american_scientific_journal-2534	37	23	field	field	NOUN
american_scientific_journal-2534	37	24	of	of	ADP
american_scientific_journal-2534	37	25	research	research	NOUN
american_scientific_journal-2534	37	26	.	.	PUNCT
american_scientific_journal-2534	38	1	as	as	SCONJ
american_scientific_journal-2534	38	2	is	be	AUX
american_scientific_journal-2534	38	3	well	well	ADV
american_scientific_journal-2534	38	4	-	-	PUNCT
american_scientific_journal-2534	38	5	known	know	VERB
american_scientific_journal-2534	38	6	,	,	PUNCT
american_scientific_journal-2534	38	7	the	the	DET
american_scientific_journal-2534	38	8	hair	hair	NOUN
american_scientific_journal-2534	38	9	region	region	NOUN
american_scientific_journal-2534	38	10	that	that	PRON
american_scientific_journal-2534	38	11	comprised	comprise	VERB
american_scientific_journal-2534	38	12	a	a	DET
american_scientific_journal-2534	38	13	portion	portion	NOUN
american_scientific_journal-2534	38	14	of	of	ADP
american_scientific_journal-2534	38	15	the	the	DET
american_scientific_journal-2534	38	16	face	face	NOUN
american_scientific_journal-2534	38	17	is	be	AUX
american_scientific_journal-2534	38	18	a	a	DET
american_scientific_journal-2534	38	19	unique	unique	ADJ
american_scientific_journal-2534	38	20	characteristic	characteristic	NOUN
american_scientific_journal-2534	38	21	that	that	PRON
american_scientific_journal-2534	38	22	can	can	AUX
american_scientific_journal-2534	38	23	distinguish	distinguish	VERB
american_scientific_journal-2534	38	24	two	two	NUM
american_scientific_journal-2534	38	25	people	people	NOUN
american_scientific_journal-2534	38	26	with	with	ADP
american_scientific_journal-2534	38	27	similar	similar	ADJ
american_scientific_journal-2534	38	28	facial	facial	ADJ
american_scientific_journal-2534	38	29	structures	structure	NOUN
american_scientific_journal-2534	38	30	.	.	PUNCT
american_scientific_journal-2534	39	1	this	this	DET
american_scientific_journal-2534	39	2	feature	feature	NOUN
american_scientific_journal-2534	39	3	[	[	X
american_scientific_journal-2534	39	4	hair	hair	NOUN
american_scientific_journal-2534	39	5	]	]	PUNCT
american_scientific_journal-2534	39	6	has	have	VERB
american_scientific_journal-2534	39	7	an	an	DET
american_scientific_journal-2534	39	8	effect	effect	NOUN
american_scientific_journal-2534	39	9	on	on	ADP
american_scientific_journal-2534	39	10	facial	facial	ADJ
american_scientific_journal-2534	39	11	image	image	NOUN
american_scientific_journal-2534	39	12	analysis	analysis	NOUN
american_scientific_journal-2534	39	13	used	use	VERB
american_scientific_journal-2534	39	14	in	in	ADP
american_scientific_journal-2534	39	15	human	human	ADJ
american_scientific_journal-2534	39	16	identification	identification	NOUN
american_scientific_journal-2534	39	17	,	,	PUNCT
american_scientific_journal-2534	39	18	for	for	ADP
american_scientific_journal-2534	39	19	instance	instance	NOUN
american_scientific_journal-2534	39	20	,	,	PUNCT
american_scientific_journal-2534	39	21	in	in	ADP
american_scientific_journal-2534	39	22	gender	gender	NOUN
american_scientific_journal-2534	39	23	classification	classification	NOUN
american_scientific_journal-2534	39	24	[	[	X
american_scientific_journal-2534	39	25	3	3	NUM
american_scientific_journal-2534	39	26	]	]	PUNCT
american_scientific_journal-2534	39	27	.	.	PUNCT
american_scientific_journal-2534	40	1	the	the	DET
american_scientific_journal-2534	40	2	most	most	ADV
american_scientific_journal-2534	40	3	significant	significant	ADJ
american_scientific_journal-2534	40	4	characteristic	characteristic	NOUN
american_scientific_journal-2534	40	5	of	of	ADP
american_scientific_journal-2534	40	6	hair	hair	NOUN
american_scientific_journal-2534	40	7	that	that	PRON
american_scientific_journal-2534	40	8	must	must	AUX
american_scientific_journal-2534	40	9	be	be	AUX
american_scientific_journal-2534	40	10	considered	consider	VERB
american_scientific_journal-2534	40	11	is	be	AUX
american_scientific_journal-2534	40	12	its	its	PRON
american_scientific_journal-2534	40	13	color	color	NOUN
american_scientific_journal-2534	40	14	.	.	PUNCT
american_scientific_journal-2534	41	1	most	most	ADJ
american_scientific_journal-2534	41	2	methods	method	NOUN
american_scientific_journal-2534	41	3	used	use	VERB
american_scientific_journal-2534	41	4	in	in	ADP
american_scientific_journal-2534	41	5	hair	hair	NOUN
american_scientific_journal-2534	41	6	color	color	NOUN
american_scientific_journal-2534	41	7	detection	detection	NOUN
american_scientific_journal-2534	41	8	are	be	AUX
american_scientific_journal-2534	41	9	based	base	VERB
american_scientific_journal-2534	41	10	on	on	ADP
american_scientific_journal-2534	41	11	colors	color	NOUN
american_scientific_journal-2534	41	12	,	,	PUNCT
american_scientific_journal-2534	41	13	and	and	CCONJ
american_scientific_journal-2534	41	14	with	with	ADP
american_scientific_journal-2534	41	15	the	the	DET
american_scientific_journal-2534	41	16	help	help	NOUN
american_scientific_journal-2534	41	17	of	of	ADP
american_scientific_journal-2534	41	18	two	two	NUM
american_scientific_journal-2534	41	19	color	color	NOUN
american_scientific_journal-2534	41	20	spaces	space	NOUN
american_scientific_journal-2534	41	21	,	,	PUNCT
american_scientific_journal-2534	41	22	rgb	rgb	PROPN
american_scientific_journal-2534	41	23	and	and	CCONJ
american_scientific_journal-2534	41	24	hsv	hsv	PROPN
american_scientific_journal-2534	41	25	,	,	PUNCT
american_scientific_journal-2534	41	26	acceptable	acceptable	ADJ
american_scientific_journal-2534	41	27	results	result	NOUN
american_scientific_journal-2534	41	28	can	can	AUX
american_scientific_journal-2534	41	29	be	be	AUX
american_scientific_journal-2534	41	30	achieved	achieve	VERB
american_scientific_journal-2534	41	31	.	.	PUNCT
american_scientific_journal-2534	42	1	hsv	hsv	PROPN
american_scientific_journal-2534	42	2	is	be	AUX
american_scientific_journal-2534	42	3	a	a	DET
american_scientific_journal-2534	42	4	color	color	NOUN
american_scientific_journal-2534	42	5	space	space	NOUN
american_scientific_journal-2534	42	6	dividing	divide	VERB
american_scientific_journal-2534	42	7	the	the	DET
american_scientific_journal-2534	42	8	image	image	NOUN
american_scientific_journal-2534	42	9	in	in	ADP
american_scientific_journal-2534	42	10	three	three	NUM
american_scientific_journal-2534	42	11	values	value	NOUN
american_scientific_journal-2534	42	12	:	:	PUNCT
american_scientific_journal-2534	42	13	hue	hue	NOUN
american_scientific_journal-2534	42	14	,	,	PUNCT
american_scientific_journal-2534	42	15	saturation	saturation	NOUN
american_scientific_journal-2534	42	16	and	and	CCONJ
american_scientific_journal-2534	42	17	color	color	NOUN
american_scientific_journal-2534	42	18	,	,	PUNCT
american_scientific_journal-2534	42	19	respectively	respectively	ADV
american_scientific_journal-2534	42	20	.	.	PUNCT
american_scientific_journal-2534	43	1	the	the	DET
american_scientific_journal-2534	43	2	advantage	advantage	NOUN
american_scientific_journal-2534	43	3	of	of	ADP
american_scientific_journal-2534	43	4	using	use	VERB
american_scientific_journal-2534	43	5	hsv	hsv	PROPN
american_scientific_journal-2534	43	6	is	be	AUX
american_scientific_journal-2534	43	7	to	to	PART
american_scientific_journal-2534	43	8	remove	remove	VERB
american_scientific_journal-2534	43	9	the	the	DET
american_scientific_journal-2534	43	10	impact	impact	NOUN
american_scientific_journal-2534	43	11	of	of	ADP
american_scientific_journal-2534	43	12	luminosity	luminosity	NOUN
american_scientific_journal-2534	43	13	during	during	ADP
american_scientific_journal-2534	43	14	the	the	DET
american_scientific_journal-2534	43	15	process	process	NOUN
american_scientific_journal-2534	43	16	.	.	PUNCT
american_scientific_journal-2534	44	1	information	information	NOUN
american_scientific_journal-2534	44	2	related	relate	VERB
american_scientific_journal-2534	44	3	to	to	ADP
american_scientific_journal-2534	44	4	brightness	brightness	NOUN
american_scientific_journal-2534	44	5	can	can	AUX
american_scientific_journal-2534	44	6	be	be	AUX
american_scientific_journal-2534	44	7	found	find	VERB
american_scientific_journal-2534	44	8	in	in	ADP
american_scientific_journal-2534	44	9	the	the	DET
american_scientific_journal-2534	44	10	v	v	NOUN
american_scientific_journal-2534	44	11	value	value	NOUN
american_scientific_journal-2534	44	12	[	[	X
american_scientific_journal-2534	44	13	4	4	NUM
american_scientific_journal-2534	44	14	]	]	PUNCT
american_scientific_journal-2534	44	15	.	.	PUNCT
american_scientific_journal-2534	45	1	on	on	ADP
american_scientific_journal-2534	45	2	the	the	DET
american_scientific_journal-2534	45	3	other	other	ADJ
american_scientific_journal-2534	45	4	hand	hand	NOUN
american_scientific_journal-2534	45	5	,	,	PUNCT
american_scientific_journal-2534	45	6	some	some	DET
american_scientific_journal-2534	45	7	other	other	ADJ
american_scientific_journal-2534	45	8	characteristics	characteristic	NOUN
american_scientific_journal-2534	45	9	could	could	AUX
american_scientific_journal-2534	45	10	be	be	AUX
american_scientific_journal-2534	45	11	studied	study	VERB
american_scientific_journal-2534	45	12	for	for	ADP
american_scientific_journal-2534	45	13	a	a	DET
american_scientific_journal-2534	45	14	hair	hair	NOUN
american_scientific_journal-2534	45	15	detection	detection	NOUN
american_scientific_journal-2534	45	16	project	project	NOUN
american_scientific_journal-2534	45	17	,	,	PUNCT
american_scientific_journal-2534	45	18	such	such	ADJ
american_scientific_journal-2534	45	19	as	as	ADP
american_scientific_journal-2534	45	20	volume	volume	NOUN
american_scientific_journal-2534	45	21	and	and	CCONJ
american_scientific_journal-2534	45	22	symmetry	symmetry	NOUN
american_scientific_journal-2534	45	23	[	[	X
american_scientific_journal-2534	45	24	3	3	NUM
american_scientific_journal-2534	45	25	]	]	PUNCT
american_scientific_journal-2534	45	26	.	.	PUNCT
american_scientific_journal-2534	46	1	however	however	ADV
american_scientific_journal-2534	46	2	,	,	PUNCT
american_scientific_journal-2534	46	3	in	in	ADP
american_scientific_journal-2534	46	4	this	this	DET
american_scientific_journal-2534	46	5	work	work	NOUN
american_scientific_journal-2534	46	6	,	,	PUNCT
american_scientific_journal-2534	46	7	the	the	DET
american_scientific_journal-2534	46	8	main	main	ADJ
american_scientific_journal-2534	46	9	feature	feature	NOUN
american_scientific_journal-2534	46	10	chosen	choose	VERB
american_scientific_journal-2534	46	11	is	be	AUX
american_scientific_journal-2534	46	12	color	color	NOUN
american_scientific_journal-2534	46	13	,	,	PUNCT
american_scientific_journal-2534	46	14	because	because	SCONJ
american_scientific_journal-2534	46	15	the	the	DET
american_scientific_journal-2534	46	16	binary	binary	PROPN
american_scientific_journal-2534	46	17	classifier	classifier	NOUN
american_scientific_journal-2534	46	18	must	must	AUX
american_scientific_journal-2534	46	19	distinguish	distinguish	VERB
american_scientific_journal-2534	46	20	black	black	ADJ
american_scientific_journal-2534	46	21	hair	hair	NOUN
american_scientific_journal-2534	46	22	from	from	ADP
american_scientific_journal-2534	46	23	other	other	ADJ
american_scientific_journal-2534	46	24	hair	hair	NOUN
american_scientific_journal-2534	46	25	colors	color	NOUN
american_scientific_journal-2534	46	26	.	.	PUNCT
american_scientific_journal-2534	47	1	two	two	NUM
american_scientific_journal-2534	47	2	prevalent	prevalent	ADJ
american_scientific_journal-2534	47	3	algorithms	algorithm	NOUN
american_scientific_journal-2534	47	4	used	use	VERB
american_scientific_journal-2534	47	5	for	for	ADP
american_scientific_journal-2534	47	6	hair	hair	NOUN
american_scientific_journal-2534	47	7	and	and	CCONJ
american_scientific_journal-2534	47	8	hair	hair	NOUN
american_scientific_journal-2534	47	9	color	color	NOUN
american_scientific_journal-2534	47	10	american	american	PROPN
american_scientific_journal-2534	47	11	scientific	scientific	ADJ
american_scientific_journal-2534	47	12	research	research	NOUN
american_scientific_journal-2534	47	13	journal	journal	NOUN
american_scientific_journal-2534	47	14	for	for	ADP
american_scientific_journal-2534	47	15	engineering	engineering	NOUN
american_scientific_journal-2534	47	16	,	,	PUNCT
american_scientific_journal-2534	47	17	technology	technology	NOUN
american_scientific_journal-2534	47	18	,	,	PUNCT
american_scientific_journal-2534	47	19	and	and	CCONJ
american_scientific_journal-2534	47	20	sciences	science	NOUN
american_scientific_journal-2534	47	21	(	(	PUNCT
american_scientific_journal-2534	47	22	asrjets	asrjet	NOUN
american_scientific_journal-2534	47	23	)	)	PUNCT
american_scientific_journal-2534	47	24	(	(	PUNCT
american_scientific_journal-2534	47	25	2016	2016	NUM
american_scientific_journal-2534	47	26	)	)	PUNCT
american_scientific_journal-2534	47	27	volume	volume	NOUN
american_scientific_journal-2534	47	28	26	26	NUM
american_scientific_journal-2534	47	29	,	,	PUNCT
american_scientific_journal-2534	47	30	no	no	DET
american_scientific_journal-2534	47	31	3	3	NUM
american_scientific_journal-2534	47	32	,	,	PUNCT
american_scientific_journal-2534	47	33	pp	pp	ADV
american_scientific_journal-2534	47	34	317	317	NUM
american_scientific_journal-2534	47	35	-	-	SYM
american_scientific_journal-2534	47	36	334	334	NUM
american_scientific_journal-2534	47	37	319	319	NUM
american_scientific_journal-2534	47	38	detection	detection	NOUN
american_scientific_journal-2534	47	39	are	be	AUX
american_scientific_journal-2534	47	40	based	base	VERB
american_scientific_journal-2534	47	41	on	on	ADP
american_scientific_journal-2534	47	42	color	color	NOUN
american_scientific_journal-2534	47	43	[	[	X
american_scientific_journal-2534	47	44	1	1	NUM
american_scientific_journal-2534	47	45	]	]	PUNCT
american_scientific_journal-2534	47	46	and	and	CCONJ
american_scientific_journal-2534	47	47	region	region	NOUN
american_scientific_journal-2534	47	48	selection	selection	NOUN
american_scientific_journal-2534	47	49	[	[	X
american_scientific_journal-2534	47	50	3	3	NUM
american_scientific_journal-2534	47	51	]	]	PUNCT
american_scientific_journal-2534	47	52	.	.	PUNCT
american_scientific_journal-2534	48	1	unfortunately	unfortunately	ADV
american_scientific_journal-2534	48	2	,	,	PUNCT
american_scientific_journal-2534	48	3	not	not	PART
american_scientific_journal-2534	48	4	many	many	ADJ
american_scientific_journal-2534	48	5	papers	paper	NOUN
american_scientific_journal-2534	48	6	were	be	AUX
american_scientific_journal-2534	48	7	found	find	VERB
american_scientific_journal-2534	48	8	on	on	ADP
american_scientific_journal-2534	48	9	the	the	DET
american_scientific_journal-2534	48	10	internet	internet	NOUN
american_scientific_journal-2534	48	11	or	or	CCONJ
american_scientific_journal-2534	48	12	at	at	ADP
american_scientific_journal-2534	48	13	the	the	DET
american_scientific_journal-2534	48	14	concordia	concordia	PROPN
american_scientific_journal-2534	48	15	university	university	PROPN
american_scientific_journal-2534	48	16	library	library	NOUN
american_scientific_journal-2534	48	17	about	about	ADP
american_scientific_journal-2534	48	18	hair	hair	NOUN
american_scientific_journal-2534	48	19	color	color	NOUN
american_scientific_journal-2534	48	20	and	and	CCONJ
american_scientific_journal-2534	48	21	region	region	NOUN
american_scientific_journal-2534	48	22	selection	selection	NOUN
american_scientific_journal-2534	48	23	,	,	PUNCT
american_scientific_journal-2534	48	24	which	which	PRON
american_scientific_journal-2534	48	25	could	could	AUX
american_scientific_journal-2534	48	26	indicate	indicate	VERB
american_scientific_journal-2534	48	27	the	the	DET
american_scientific_journal-2534	48	28	possibility	possibility	NOUN
american_scientific_journal-2534	48	29	of	of	ADP
american_scientific_journal-2534	48	30	additional	additional	ADJ
american_scientific_journal-2534	48	31	work	work	NOUN
american_scientific_journal-2534	48	32	in	in	ADP
american_scientific_journal-2534	48	33	this	this	DET
american_scientific_journal-2534	48	34	field	field	NOUN
american_scientific_journal-2534	48	35	and	and	CCONJ
american_scientific_journal-2534	48	36	the	the	DET
american_scientific_journal-2534	48	37	publication	publication	NOUN
american_scientific_journal-2534	48	38	of	of	ADP
american_scientific_journal-2534	48	39	more	more	ADJ
american_scientific_journal-2534	48	40	papers	paper	NOUN
american_scientific_journal-2534	48	41	.	.	PUNCT
american_scientific_journal-2534	49	1	in	in	ADP
american_scientific_journal-2534	49	2	the	the	DET
american_scientific_journal-2534	49	3	color	color	NOUN
american_scientific_journal-2534	49	4	based	base	VERB
american_scientific_journal-2534	49	5	approach	approach	NOUN
american_scientific_journal-2534	49	6	(	(	PUNCT
american_scientific_journal-2534	49	7	which	which	PRON
american_scientific_journal-2534	49	8	will	will	AUX
american_scientific_journal-2534	49	9	be	be	AUX
american_scientific_journal-2534	49	10	explained	explain	VERB
american_scientific_journal-2534	49	11	more	more	ADV
american_scientific_journal-2534	49	12	thoroughly	thoroughly	ADV
american_scientific_journal-2534	49	13	in	in	ADP
american_scientific_journal-2534	49	14	upcoming	upcoming	ADJ
american_scientific_journal-2534	49	15	chapters	chapter	NOUN
american_scientific_journal-2534	49	16	)	)	PUNCT
american_scientific_journal-2534	49	17	,	,	PUNCT
american_scientific_journal-2534	49	18	rgb	rgb	PROPN
american_scientific_journal-2534	49	19	and	and	CCONJ
american_scientific_journal-2534	49	20	hsv	hsv	PROPN
american_scientific_journal-2534	49	21	values	value	NOUN
american_scientific_journal-2534	49	22	are	be	AUX
american_scientific_journal-2534	49	23	considered	consider	VERB
american_scientific_journal-2534	49	24	in	in	ADP
american_scientific_journal-2534	49	25	feature	feature	NOUN
american_scientific_journal-2534	49	26	extraction	extraction	NOUN
american_scientific_journal-2534	49	27	,	,	PUNCT
american_scientific_journal-2534	49	28	but	but	CCONJ
american_scientific_journal-2534	49	29	in	in	ADP
american_scientific_journal-2534	49	30	the	the	DET
american_scientific_journal-2534	49	31	region	region	NOUN
american_scientific_journal-2534	49	32	-	-	PUNCT
american_scientific_journal-2534	49	33	based	base	VERB
american_scientific_journal-2534	49	34	algorithm	algorithm	NOUN
american_scientific_journal-2534	49	35	,	,	PUNCT
american_scientific_journal-2534	49	36	a	a	DET
american_scientific_journal-2534	49	37	geometrical	geometrical	ADJ
american_scientific_journal-2534	49	38	model	model	NOUN
american_scientific_journal-2534	49	39	for	for	ADP
american_scientific_journal-2534	49	40	hair	hair	NOUN
american_scientific_journal-2534	49	41	is	be	AUX
american_scientific_journal-2534	49	42	proposed	propose	VERB
american_scientific_journal-2534	49	43	.	.	PUNCT
american_scientific_journal-2534	50	1	following	follow	VERB
american_scientific_journal-2534	50	2	the	the	DET
american_scientific_journal-2534	50	3	feature	feature	NOUN
american_scientific_journal-2534	50	4	extraction	extraction	NOUN
american_scientific_journal-2534	50	5	step	step	NOUN
american_scientific_journal-2534	50	6	,	,	PUNCT
american_scientific_journal-2534	50	7	it	it	PRON
american_scientific_journal-2534	50	8	is	be	AUX
american_scientific_journal-2534	50	9	possible	possible	ADJ
american_scientific_journal-2534	50	10	to	to	PART
american_scientific_journal-2534	50	11	use	use	VERB
american_scientific_journal-2534	50	12	a	a	DET
american_scientific_journal-2534	50	13	classifier	classifier	NOUN
american_scientific_journal-2534	50	14	in	in	ADP
american_scientific_journal-2534	50	15	most	most	ADJ
american_scientific_journal-2534	50	16	cases	case	NOUN
american_scientific_journal-2534	50	17	.	.	PUNCT
american_scientific_journal-2534	51	1	the	the	DET
american_scientific_journal-2534	51	2	most	most	ADV
american_scientific_journal-2534	51	3	useful	useful	ADJ
american_scientific_journal-2534	51	4	classifier	classifier	NOUN
american_scientific_journal-2534	51	5	that	that	PRON
american_scientific_journal-2534	51	6	has	have	AUX
american_scientific_journal-2534	51	7	been	be	AUX
american_scientific_journal-2534	51	8	mentioned	mention	VERB
american_scientific_journal-2534	51	9	in	in	ADP
american_scientific_journal-2534	51	10	the	the	DET
american_scientific_journal-2534	51	11	extant	extant	ADJ
american_scientific_journal-2534	51	12	literature	literature	NOUN
american_scientific_journal-2534	51	13	is	be	AUX
american_scientific_journal-2534	51	14	the	the	DET
american_scientific_journal-2534	51	15	super	super	ADJ
american_scientific_journal-2534	51	16	vector	vector	PROPN
american_scientific_journal-2534	51	17	machine[1,2,5	machine[1,2,5	PROPN
american_scientific_journal-2534	51	18	]	]	PUNCT
american_scientific_journal-2534	51	19	.	.	PUNCT
american_scientific_journal-2534	52	1	some	some	DET
american_scientific_journal-2534	52	2	other	other	ADJ
american_scientific_journal-2534	52	3	classifiers	classifier	NOUN
american_scientific_journal-2534	52	4	,	,	PUNCT
american_scientific_journal-2534	52	5	such	such	ADJ
american_scientific_journal-2534	52	6	as	as	ADP
american_scientific_journal-2534	52	7	the	the	DET
american_scientific_journal-2534	52	8	artificial	artificial	ADJ
american_scientific_journal-2534	52	9	neural	neural	ADJ
american_scientific_journal-2534	52	10	network	network	NOUN
american_scientific_journal-2534	52	11	[	[	X
american_scientific_journal-2534	52	12	6,7	6,7	NUM
american_scientific_journal-2534	52	13	]	]	PUNCT
american_scientific_journal-2534	52	14	and	and	CCONJ
american_scientific_journal-2534	52	15	the	the	DET
american_scientific_journal-2534	52	16	kth	kth	PROPN
american_scientific_journal-2534	52	17	nearest	near	ADJ
american_scientific_journal-2534	52	18	neighborhood	neighborhood	NOUN
american_scientific_journal-2534	52	19	[	[	X
american_scientific_journal-2534	52	20	5	5	NUM
american_scientific_journal-2534	52	21	]	]	PUNCT
american_scientific_journal-2534	52	22	,	,	PUNCT
american_scientific_journal-2534	52	23	have	have	AUX
american_scientific_journal-2534	52	24	been	be	AUX
american_scientific_journal-2534	52	25	used	use	VERB
american_scientific_journal-2534	52	26	as	as	ADV
american_scientific_journal-2534	52	27	well	well	ADV
american_scientific_journal-2534	52	28	.	.	PUNCT
american_scientific_journal-2534	53	1	the	the	DET
american_scientific_journal-2534	53	2	focus	focus	NOUN
american_scientific_journal-2534	53	3	of	of	ADP
american_scientific_journal-2534	53	4	this	this	DET
american_scientific_journal-2534	53	5	experience	experience	NOUN
american_scientific_journal-2534	53	6	in	in	ADP
american_scientific_journal-2534	53	7	classification	classification	NOUN
american_scientific_journal-2534	53	8	is	be	AUX
american_scientific_journal-2534	53	9	on	on	ADP
american_scientific_journal-2534	53	10	the	the	DET
american_scientific_journal-2534	53	11	super	super	ADJ
american_scientific_journal-2534	53	12	vector	vector	NOUN
american_scientific_journal-2534	53	13	machine	machine	NOUN
american_scientific_journal-2534	53	14	,	,	PUNCT
american_scientific_journal-2534	53	15	or	or	CCONJ
american_scientific_journal-2534	53	16	the	the	DET
american_scientific_journal-2534	53	17	svm	svm	PROPN
american_scientific_journal-2534	53	18	.	.	PUNCT
american_scientific_journal-2534	54	1	this	this	DET
american_scientific_journal-2534	54	2	tool	tool	NOUN
american_scientific_journal-2534	54	3	is	be	AUX
american_scientific_journal-2534	54	4	a	a	DET
american_scientific_journal-2534	54	5	statistical	statistical	ADJ
american_scientific_journal-2534	54	6	method	method	NOUN
american_scientific_journal-2534	54	7	that	that	PRON
american_scientific_journal-2534	54	8	has	have	AUX
american_scientific_journal-2534	54	9	been	be	AUX
american_scientific_journal-2534	54	10	identified	identify	VERB
american_scientific_journal-2534	54	11	as	as	ADP
american_scientific_journal-2534	54	12	one	one	NUM
american_scientific_journal-2534	54	13	of	of	ADP
american_scientific_journal-2534	54	14	the	the	DET
american_scientific_journal-2534	54	15	strongest	strong	ADJ
american_scientific_journal-2534	54	16	tools	tool	NOUN
american_scientific_journal-2534	54	17	in	in	ADP
american_scientific_journal-2534	54	18	pattern	pattern	NOUN
american_scientific_journal-2534	54	19	recognition	recognition	NOUN
american_scientific_journal-2534	54	20	.	.	PUNCT
american_scientific_journal-2534	55	1	as	as	SCONJ
american_scientific_journal-2534	55	2	is	be	AUX
american_scientific_journal-2534	55	3	well	well	ADV
american_scientific_journal-2534	55	4	-	-	PUNCT
american_scientific_journal-2534	55	5	known	know	VERB
american_scientific_journal-2534	55	6	,	,	PUNCT
american_scientific_journal-2534	55	7	this	this	DET
american_scientific_journal-2534	55	8	supervised	supervised	ADJ
american_scientific_journal-2534	55	9	learning	learning	NOUN
american_scientific_journal-2534	55	10	method	method	NOUN
american_scientific_journal-2534	55	11	is	be	AUX
american_scientific_journal-2534	55	12	especially	especially	ADV
american_scientific_journal-2534	55	13	used	use	VERB
american_scientific_journal-2534	55	14	for	for	ADP
american_scientific_journal-2534	55	15	classification	classification	NOUN
american_scientific_journal-2534	55	16	,	,	PUNCT
american_scientific_journal-2534	55	17	and	and	CCONJ
american_scientific_journal-2534	55	18	the	the	DET
american_scientific_journal-2534	55	19	most	most	ADV
american_scientific_journal-2534	55	20	important	important	ADJ
american_scientific_journal-2534	55	21	characteristic	characteristic	NOUN
american_scientific_journal-2534	55	22	that	that	PRON
american_scientific_journal-2534	55	23	makes	make	VERB
american_scientific_journal-2534	55	24	it	it	PRON
american_scientific_journal-2534	55	25	very	very	ADV
american_scientific_journal-2534	55	26	famous	famous	ADJ
american_scientific_journal-2534	55	27	is	be	AUX
american_scientific_journal-2534	55	28	its	its	PRON
american_scientific_journal-2534	55	29	strong	strong	ADJ
american_scientific_journal-2534	55	30	reputation	reputation	NOUN
american_scientific_journal-2534	55	31	in	in	ADP
american_scientific_journal-2534	55	32	the	the	DET
american_scientific_journal-2534	55	33	field	field	NOUN
american_scientific_journal-2534	55	34	of	of	ADP
american_scientific_journal-2534	55	35	handwriting	handwriting	NOUN
american_scientific_journal-2534	55	36	recognition	recognition	NOUN
american_scientific_journal-2534	55	37	.	.	PUNCT
american_scientific_journal-2534	56	1	the	the	DET
american_scientific_journal-2534	56	2	main	main	ADJ
american_scientific_journal-2534	56	3	idea	idea	NOUN
american_scientific_journal-2534	56	4	belongs	belong	VERB
american_scientific_journal-2534	56	5	to	to	PART
american_scientific_journal-2534	56	6	“	"	PUNCT
american_scientific_journal-2534	56	7	vapnik	vapnik	X
american_scientific_journal-2534	56	8	1998	1998	NUM
american_scientific_journal-2534	56	9	,	,	PUNCT
american_scientific_journal-2534	56	10	”	"	PUNCT
american_scientific_journal-2534	56	11	which	which	PRON
american_scientific_journal-2534	56	12	is	be	AUX
american_scientific_journal-2534	56	13	represented	represent	VERB
american_scientific_journal-2534	56	14	as	as	ADP
american_scientific_journal-2534	56	15	“	"	PUNCT
american_scientific_journal-2534	56	16	apply	apply	VERB
american_scientific_journal-2534	56	17	a	a	DET
american_scientific_journal-2534	56	18	linear	linear	ADJ
american_scientific_journal-2534	56	19	method	method	NOUN
american_scientific_journal-2534	56	20	to	to	ADP
american_scientific_journal-2534	56	21	the	the	DET
american_scientific_journal-2534	56	22	data	datum	NOUN
american_scientific_journal-2534	56	23	but	but	CCONJ
american_scientific_journal-2534	56	24	in	in	ADP
american_scientific_journal-2534	56	25	a	a	DET
american_scientific_journal-2534	56	26	high	high	ADJ
american_scientific_journal-2534	56	27	dimensional	dimensional	ADJ
american_scientific_journal-2534	56	28	feature	feature	NOUN
american_scientific_journal-2534	56	29	space	space	NOUN
american_scientific_journal-2534	56	30	”	"	PUNCT
american_scientific_journal-2534	57	1	[	[	X
american_scientific_journal-2534	57	2	8	8	NUM
american_scientific_journal-2534	57	3	]	]	PUNCT
american_scientific_journal-2534	57	4	.	.	PUNCT
american_scientific_journal-2534	58	1	“	"	PUNCT
american_scientific_journal-2534	58	2	radial	radial	ADJ
american_scientific_journal-2534	58	3	basis	basis	NOUN
american_scientific_journal-2534	58	4	function	function	NOUN
american_scientific_journal-2534	58	5	called	call	VERB
american_scientific_journal-2534	58	6	rbf	rbf	PROPN
american_scientific_journal-2534	58	7	”	"	PUNCT
american_scientific_journal-2534	58	8	is	be	AUX
american_scientific_journal-2534	58	9	a	a	DET
american_scientific_journal-2534	58	10	popular	popular	ADJ
american_scientific_journal-2534	58	11	kernel	kernel	NOUN
american_scientific_journal-2534	58	12	function	function	NOUN
american_scientific_journal-2534	59	1	[	[	X
american_scientific_journal-2534	59	2	9	9	NUM
american_scientific_journal-2534	59	3	]	]	PUNCT
american_scientific_journal-2534	59	4	described	describe	VERB
american_scientific_journal-2534	59	5	by	by	ADP
american_scientific_journal-2534	59	6	:	:	PUNCT
american_scientific_journal-2534	59	7	𝐾𝐾(𝑥𝑥	𝐾𝐾(𝑥𝑥	PROPN
american_scientific_journal-2534	59	8	,	,	PUNCT
american_scientific_journal-2534	59	9	𝑥𝑥ʹ	𝑥𝑥ʹ	NOUN
american_scientific_journal-2534	59	10	)	)	PUNCT
american_scientific_journal-2534	59	11	=	=	VERB
american_scientific_journal-2534	59	12	𝑒𝑒𝑥𝑥𝑒𝑒	𝑒𝑒𝑥𝑥𝑒𝑒	ADJ
american_scientific_journal-2534	59	13	(	(	PUNCT
american_scientific_journal-2534	59	14	−γǁx	−γǁx	NOUN
american_scientific_journal-2534	59	15	−	−	PROPN
american_scientific_journal-2534	59	16	xʹǁ2	xʹǁ2	ADJ
american_scientific_journal-2534	59	17	)	)	PUNCT
american_scientific_journal-2534	59	18	equation	equation	NOUN
american_scientific_journal-2534	59	19	1	1	NUM
american_scientific_journal-2534	59	20	𝑓𝑓(𝑥𝑥	𝑓𝑓(𝑥𝑥	PROPN
american_scientific_journal-2534	59	21	)	)	PUNCT
american_scientific_journal-2534	59	22	=	=	PUNCT
american_scientific_journal-2534	59	23	∑	∑	PUNCT
american_scientific_journal-2534	59	24	αim	αim	NOUN
american_scientific_journal-2534	59	25	i=1	i=1	PROPN
american_scientific_journal-2534	59	26	exp	exp	PROPN
american_scientific_journal-2534	59	27	(	(	PUNCT
american_scientific_journal-2534	59	28	−γǁx	−γǁx	NOUN
american_scientific_journal-2534	59	29	−	−	PROPN
american_scientific_journal-2534	59	30	xʹǁ2)+b	xʹǁ2)+b	NOUN
american_scientific_journal-2534	59	31	equation	equation	NOUN
american_scientific_journal-2534	59	32	2	2	NUM
american_scientific_journal-2534	59	33	in	in	ADP
american_scientific_journal-2534	59	34	order	order	NOUN
american_scientific_journal-2534	59	35	to	to	PART
american_scientific_journal-2534	59	36	compare	compare	VERB
american_scientific_journal-2534	59	37	the	the	DET
american_scientific_journal-2534	59	38	result	result	NOUN
american_scientific_journal-2534	59	39	of	of	ADP
american_scientific_journal-2534	59	40	svm	svm	PROPN
american_scientific_journal-2534	59	41	with	with	ADP
american_scientific_journal-2534	59	42	other	other	ADJ
american_scientific_journal-2534	59	43	classifiers	classifier	NOUN
american_scientific_journal-2534	59	44	,	,	PUNCT
american_scientific_journal-2534	59	45	the	the	DET
american_scientific_journal-2534	59	46	kth	kth	PROPN
american_scientific_journal-2534	59	47	nearest	near	ADJ
american_scientific_journal-2534	59	48	neighborhood	neighborhood	NOUN
american_scientific_journal-2534	59	49	has	have	AUX
american_scientific_journal-2534	59	50	been	be	AUX
american_scientific_journal-2534	59	51	used	use	VERB
american_scientific_journal-2534	59	52	.	.	PUNCT
american_scientific_journal-2534	60	1	knn	knn	PROPN
american_scientific_journal-2534	60	2	is	be	AUX
american_scientific_journal-2534	60	3	one	one	NUM
american_scientific_journal-2534	60	4	of	of	ADP
american_scientific_journal-2534	60	5	the	the	DET
american_scientific_journal-2534	60	6	simplest	simple	ADJ
american_scientific_journal-2534	60	7	classifiers	classifier	NOUN
american_scientific_journal-2534	60	8	in	in	ADP
american_scientific_journal-2534	60	9	pattern	pattern	NOUN
american_scientific_journal-2534	60	10	recognition	recognition	NOUN
american_scientific_journal-2534	60	11	that	that	PRON
american_scientific_journal-2534	60	12	calculates	calculate	VERB
american_scientific_journal-2534	60	13	local	local	ADJ
american_scientific_journal-2534	60	14	approximations	approximation	NOUN
american_scientific_journal-2534	60	15	.	.	PUNCT
american_scientific_journal-2534	61	1	as	as	SCONJ
american_scientific_journal-2534	61	2	is	be	AUX
american_scientific_journal-2534	61	3	wellknown	wellknown	ADJ
american_scientific_journal-2534	61	4	,	,	PUNCT
american_scientific_journal-2534	61	5	the	the	DET
american_scientific_journal-2534	61	6	primary	primary	ADJ
american_scientific_journal-2534	61	7	aim	aim	NOUN
american_scientific_journal-2534	61	8	of	of	ADP
american_scientific_journal-2534	61	9	clustering	cluster	VERB
american_scientific_journal-2534	61	10	algorithms	algorithms	NOUN
american_scientific_journal-2534	61	11	is	be	AUX
american_scientific_journal-2534	61	12	to	to	PART
american_scientific_journal-2534	61	13	separate	separate	VERB
american_scientific_journal-2534	61	14	the	the	DET
american_scientific_journal-2534	61	15	given	give	VERB
american_scientific_journal-2534	61	16	data	datum	NOUN
american_scientific_journal-2534	61	17	between	between	ADP
american_scientific_journal-2534	61	18	different	different	ADJ
american_scientific_journal-2534	61	19	groups	group	NOUN
american_scientific_journal-2534	61	20	by	by	ADP
american_scientific_journal-2534	61	21	combining	combine	VERB
american_scientific_journal-2534	61	22	their	their	PRON
american_scientific_journal-2534	61	23	similarities	similarity	NOUN
american_scientific_journal-2534	61	24	.	.	PUNCT
american_scientific_journal-2534	62	1	k	k	X
american_scientific_journal-2534	62	2	-	-	PUNCT
american_scientific_journal-2534	62	3	nn	nn	PROPN
american_scientific_journal-2534	62	4	was	be	AUX
american_scientific_journal-2534	62	5	presented	present	VERB
american_scientific_journal-2534	62	6	for	for	ADP
american_scientific_journal-2534	62	7	the	the	DET
american_scientific_journal-2534	62	8	first	first	ADJ
american_scientific_journal-2534	62	9	time	time	NOUN
american_scientific_journal-2534	62	10	by	by	ADP
american_scientific_journal-2534	62	11	e.	e.	PROPN
american_scientific_journal-2534	62	12	fix	fix	PROPN
american_scientific_journal-2534	62	13	and	and	CCONJ
american_scientific_journal-2534	62	14	j.	j.	PROPN
american_scientific_journal-2534	62	15	hodges	hodges	PROPN
american_scientific_journal-2534	62	16	in	in	ADP
american_scientific_journal-2534	62	17	1951	1951	NUM
american_scientific_journal-2534	62	18	,	,	PUNCT
american_scientific_journal-2534	62	19	and	and	CCONJ
american_scientific_journal-2534	62	20	this	this	DET
american_scientific_journal-2534	62	21	method	method	NOUN
american_scientific_journal-2534	62	22	is	be	AUX
american_scientific_journal-2534	62	23	based	base	VERB
american_scientific_journal-2534	62	24	on	on	ADP
american_scientific_journal-2534	62	25	distance	distance	NOUN
american_scientific_journal-2534	62	26	(	(	PUNCT
american_scientific_journal-2534	62	27	euclidean	euclidean	ADJ
american_scientific_journal-2534	62	28	or	or	CCONJ
american_scientific_journal-2534	62	29	mahalanobis	mahalanobis	ADJ
american_scientific_journal-2534	62	30	)	)	PUNCT
american_scientific_journal-2534	62	31	calculations	calculation	NOUN
american_scientific_journal-2534	62	32	between	between	ADP
american_scientific_journal-2534	62	33	all	all	DET
american_scientific_journal-2534	62	34	points	point	NOUN
american_scientific_journal-2534	62	35	in	in	ADP
american_scientific_journal-2534	62	36	a	a	DET
american_scientific_journal-2534	62	37	dataset	dataset	NOUN
american_scientific_journal-2534	62	38	.	.	PUNCT
american_scientific_journal-2534	63	1	𝑑𝑑	𝑑𝑑	VERB
american_scientific_journal-2534	63	2	=	=	SYM
american_scientific_journal-2534	63	3	�	�	PROPN
american_scientific_journal-2534	63	4	�	�	PROPN
american_scientific_journal-2534	63	5	(	(	PUNCT
american_scientific_journal-2534	63	6	𝑥𝑥𝑖𝑖	𝑥𝑥𝑖𝑖	NOUN
american_scientific_journal-2534	63	7	−	−	PROPN
american_scientific_journal-2534	63	8	𝑦𝑦𝑖𝑖)2	𝑦𝑦𝑖𝑖)2	NOUN
american_scientific_journal-2534	63	9	𝑛𝑛	𝑛𝑛	NOUN
american_scientific_journal-2534	63	10	𝑖𝑖=0	𝑖𝑖=0	PROPN
american_scientific_journal-2534	63	11	equation	equation	NOUN
american_scientific_journal-2534	63	12	3	3	NUM
american_scientific_journal-2534	63	13	neeraj	neeraj	NOUN
american_scientific_journal-2534	63	14	and	and	CCONJ
american_scientific_journal-2534	63	15	his	his	PRON
american_scientific_journal-2534	63	16	colleagues	colleague	NOUN
american_scientific_journal-2534	63	17	used	use	VERB
american_scientific_journal-2534	63	18	the	the	DET
american_scientific_journal-2534	63	19	recall	recall	NOUN
american_scientific_journal-2534	63	20	-	-	PUNCT
american_scientific_journal-2534	63	21	precision	precision	NOUN
american_scientific_journal-2534	63	22	curve	curve	NOUN
american_scientific_journal-2534	63	23	and	and	CCONJ
american_scientific_journal-2534	63	24	accuracy	accuracy	NOUN
american_scientific_journal-2534	63	25	in	in	ADP
american_scientific_journal-2534	63	26	order	order	NOUN
american_scientific_journal-2534	63	27	to	to	PART
american_scientific_journal-2534	63	28	evaluate	evaluate	VERB
american_scientific_journal-2534	63	29	the	the	DET
american_scientific_journal-2534	63	30	results	result	NOUN
american_scientific_journal-2534	63	31	obtained	obtain	VERB
american_scientific_journal-2534	63	32	from	from	ADP
american_scientific_journal-2534	63	33	their	their	PRON
american_scientific_journal-2534	63	34	algorithms	algorithm	NOUN
american_scientific_journal-2534	63	35	.	.	PUNCT
american_scientific_journal-2534	64	1	another	another	DET
american_scientific_journal-2534	64	2	approach	approach	NOUN
american_scientific_journal-2534	64	3	called	call	VERB
american_scientific_journal-2534	64	4	labeled	label	VERB
american_scientific_journal-2534	64	5	face	face	NOUN
american_scientific_journal-2534	64	6	wild	wild	ADJ
american_scientific_journal-2534	64	7	(	(	PUNCT
american_scientific_journal-2534	64	8	lfw	lfw	NOUN
american_scientific_journal-2534	64	9	)	)	PUNCT
american_scientific_journal-2534	64	10	was	be	AUX
american_scientific_journal-2534	64	11	also	also	ADV
american_scientific_journal-2534	64	12	used	use	VERB
american_scientific_journal-2534	64	13	,	,	PUNCT
american_scientific_journal-2534	64	14	but	but	CCONJ
american_scientific_journal-2534	64	15	in	in	ADP
american_scientific_journal-2534	64	16	this	this	DET
american_scientific_journal-2534	64	17	project	project	NOUN
american_scientific_journal-2534	64	18	,	,	PUNCT
american_scientific_journal-2534	64	19	the	the	DET
american_scientific_journal-2534	64	20	first	first	ADJ
american_scientific_journal-2534	64	21	approach	approach	NOUN
american_scientific_journal-2534	64	22	was	be	AUX
american_scientific_journal-2534	64	23	employed	employ	VERB
american_scientific_journal-2534	64	24	.	.	PUNCT
american_scientific_journal-2534	65	1	3	3	X
american_scientific_journal-2534	65	2	.	.	X
american_scientific_journal-2534	65	3	theory	theory	NOUN
american_scientific_journal-2534	65	4	and	and	CCONJ
american_scientific_journal-2534	65	5	methodology	methodology	NOUN
american_scientific_journal-2534	65	6	the	the	DET
american_scientific_journal-2534	65	7	implementation	implementation	NOUN
american_scientific_journal-2534	65	8	of	of	ADP
american_scientific_journal-2534	65	9	black	black	ADJ
american_scientific_journal-2534	65	10	hair	hair	NOUN
american_scientific_journal-2534	65	11	recognition	recognition	NOUN
american_scientific_journal-2534	65	12	based	base	VERB
american_scientific_journal-2534	65	13	on	on	ADP
american_scientific_journal-2534	65	14	a	a	DET
american_scientific_journal-2534	65	15	classification	classification	NOUN
american_scientific_journal-2534	65	16	theory	theory	NOUN
american_scientific_journal-2534	65	17	was	be	AUX
american_scientific_journal-2534	65	18	conducted	conduct	VERB
american_scientific_journal-2534	65	19	in	in	ADP
american_scientific_journal-2534	65	20	several	several	ADJ
american_scientific_journal-2534	65	21	steps	step	NOUN
american_scientific_journal-2534	65	22	,	,	PUNCT
american_scientific_journal-2534	65	23	as	as	SCONJ
american_scientific_journal-2534	65	24	american	american	ADJ
american_scientific_journal-2534	65	25	scientific	scientific	PROPN
american_scientific_journal-2534	65	26	research	research	PROPN
american_scientific_journal-2534	65	27	journal	journal	NOUN
american_scientific_journal-2534	65	28	for	for	ADP
american_scientific_journal-2534	65	29	engineering	engineering	NOUN
american_scientific_journal-2534	65	30	,	,	PUNCT
american_scientific_journal-2534	65	31	technology	technology	NOUN
american_scientific_journal-2534	65	32	,	,	PUNCT
american_scientific_journal-2534	65	33	and	and	CCONJ
american_scientific_journal-2534	65	34	sciences	science	NOUN
american_scientific_journal-2534	65	35	(	(	PUNCT
american_scientific_journal-2534	65	36	asrjets	asrjet	NOUN
american_scientific_journal-2534	65	37	)	)	PUNCT
american_scientific_journal-2534	65	38	(	(	PUNCT
american_scientific_journal-2534	65	39	2016	2016	NUM
american_scientific_journal-2534	65	40	)	)	PUNCT
american_scientific_journal-2534	65	41	volume	volume	NOUN
american_scientific_journal-2534	65	42	26	26	NUM
american_scientific_journal-2534	65	43	,	,	PUNCT
american_scientific_journal-2534	65	44	no	no	DET
american_scientific_journal-2534	65	45	3	3	NUM
american_scientific_journal-2534	65	46	,	,	PUNCT
american_scientific_journal-2534	65	47	pp	pp	ADJ
american_scientific_journal-2534	65	48	317	317	NUM
american_scientific_journal-2534	65	49	-	-	SYM
american_scientific_journal-2534	65	50	334	334	NUM
american_scientific_journal-2534	65	51	320	320	NUM
american_scientific_journal-2534	65	52	explained	explain	VERB
american_scientific_journal-2534	65	53	below	below	ADV
american_scientific_journal-2534	65	54	:	:	PUNCT
american_scientific_journal-2534	65	55	3.1	3.1	NUM
american_scientific_journal-2534	65	56	.	.	PUNCT
american_scientific_journal-2534	65	57	data	datum	NOUN
american_scientific_journal-2534	65	58	collection	collection	NOUN
american_scientific_journal-2534	65	59	the	the	DET
american_scientific_journal-2534	65	60	first	first	ADJ
american_scientific_journal-2534	65	61	step	step	NOUN
american_scientific_journal-2534	65	62	of	of	ADP
american_scientific_journal-2534	65	63	the	the	DET
american_scientific_journal-2534	65	64	project	project	NOUN
american_scientific_journal-2534	65	65	is	be	AUX
american_scientific_journal-2534	65	66	data	data	NOUN
american_scientific_journal-2534	65	67	collection	collection	NOUN
american_scientific_journal-2534	65	68	,	,	PUNCT
american_scientific_journal-2534	65	69	which	which	PRON
american_scientific_journal-2534	65	70	took	take	VERB
american_scientific_journal-2534	65	71	a	a	DET
american_scientific_journal-2534	65	72	long	long	ADJ
american_scientific_journal-2534	65	73	time	time	NOUN
american_scientific_journal-2534	65	74	because	because	SCONJ
american_scientific_journal-2534	65	75	it	it	PRON
american_scientific_journal-2534	65	76	was	be	AUX
american_scientific_journal-2534	65	77	done	do	VERB
american_scientific_journal-2534	65	78	manually	manually	ADV
american_scientific_journal-2534	65	79	.	.	PUNCT
american_scientific_journal-2534	66	1	one	one	NUM
american_scientific_journal-2534	66	2	set	set	NOUN
american_scientific_journal-2534	66	3	of	of	ADP
american_scientific_journal-2534	66	4	data	datum	NOUN
american_scientific_journal-2534	66	5	was	be	AUX
american_scientific_journal-2534	66	6	selected	select	VERB
american_scientific_journal-2534	66	7	in	in	ADP
american_scientific_journal-2534	66	8	the	the	DET
american_scientific_journal-2534	66	9	personal	personal	ADJ
american_scientific_journal-2534	66	10	archive	archive	NOUN
american_scientific_journal-2534	66	11	.	.	PUNCT
american_scientific_journal-2534	67	1	the	the	DET
american_scientific_journal-2534	67	2	second	second	ADJ
american_scientific_journal-2534	67	3	portion	portion	NOUN
american_scientific_journal-2534	67	4	of	of	ADP
american_scientific_journal-2534	67	5	data	datum	NOUN
american_scientific_journal-2534	67	6	collection	collection	NOUN
american_scientific_journal-2534	67	7	was	be	AUX
american_scientific_journal-2534	67	8	obtained	obtain	VERB
american_scientific_journal-2534	67	9	by	by	ADP
american_scientific_journal-2534	67	10	surfing	surf	VERB
american_scientific_journal-2534	67	11	the	the	DET
american_scientific_journal-2534	67	12	internet	internet	NOUN
american_scientific_journal-2534	67	13	,	,	PUNCT
american_scientific_journal-2534	67	14	especially	especially	ADV
american_scientific_journal-2534	67	15	“	"	PUNCT
american_scientific_journal-2534	67	16	google	google	NOUN
american_scientific_journal-2534	67	17	,	,	PUNCT
american_scientific_journal-2534	67	18	”	"	PUNCT
american_scientific_journal-2534	67	19	and	and	CCONJ
american_scientific_journal-2534	67	20	the	the	DET
american_scientific_journal-2534	67	21	last	last	ADJ
american_scientific_journal-2534	67	22	set	set	NOUN
american_scientific_journal-2534	67	23	of	of	ADP
american_scientific_journal-2534	67	24	images	image	NOUN
american_scientific_journal-2534	67	25	came	come	VERB
american_scientific_journal-2534	67	26	from	from	ADP
american_scientific_journal-2534	67	27	a	a	DET
american_scientific_journal-2534	67	28	database	database	NOUN
american_scientific_journal-2534	67	29	called	call	VERB
american_scientific_journal-2534	67	30	“	"	PUNCT
american_scientific_journal-2534	67	31	face	face	NOUN
american_scientific_journal-2534	67	32	detection	detection	NOUN
american_scientific_journal-2534	67	33	dataset	dataset	NOUN
american_scientific_journal-2534	67	34	and	and	CCONJ
american_scientific_journal-2534	67	35	benchmark	benchmark	NOUN
american_scientific_journal-2534	67	36	”	"	PUNCT
american_scientific_journal-2534	67	37	.	.	PUNCT
american_scientific_journal-2534	68	1	the	the	DET
american_scientific_journal-2534	68	2	major	major	ADJ
american_scientific_journal-2534	68	3	issue	issue	NOUN
american_scientific_journal-2534	68	4	with	with	ADP
american_scientific_journal-2534	68	5	this	this	DET
american_scientific_journal-2534	68	6	work	work	NOUN
american_scientific_journal-2534	68	7	was	be	AUX
american_scientific_journal-2534	68	8	to	to	PART
american_scientific_journal-2534	68	9	find	find	VERB
american_scientific_journal-2534	68	10	frontal	frontal	ADJ
american_scientific_journal-2534	68	11	images	image	NOUN
american_scientific_journal-2534	68	12	,	,	PUNCT
american_scientific_journal-2534	68	13	such	such	ADJ
american_scientific_journal-2534	68	14	as	as	ADP
american_scientific_journal-2534	68	15	passport	passport	NOUN
american_scientific_journal-2534	68	16	-	-	PUNCT
american_scientific_journal-2534	68	17	size	size	NOUN
american_scientific_journal-2534	68	18	photos	photo	NOUN
american_scientific_journal-2534	68	19	with	with	ADP
american_scientific_journal-2534	68	20	black	black	ADJ
american_scientific_journal-2534	68	21	and	and	CCONJ
american_scientific_journal-2534	68	22	other	other	ADJ
american_scientific_journal-2534	68	23	hair	hair	NOUN
american_scientific_journal-2534	68	24	colors	color	NOUN
american_scientific_journal-2534	68	25	.	.	PUNCT
american_scientific_journal-2534	69	1	another	another	DET
american_scientific_journal-2534	69	2	small	small	ADJ
american_scientific_journal-2534	69	3	problem	problem	NOUN
american_scientific_journal-2534	69	4	involved	involve	VERB
american_scientific_journal-2534	69	5	distinguishing	distinguish	VERB
american_scientific_journal-2534	69	6	between	between	ADP
american_scientific_journal-2534	69	7	which	which	DET
american_scientific_journal-2534	69	8	image	image	NOUN
american_scientific_journal-2534	69	9	really	really	ADV
american_scientific_journal-2534	69	10	features	feature	VERB
american_scientific_journal-2534	69	11	black	black	ADJ
american_scientific_journal-2534	69	12	hair	hair	NOUN
american_scientific_journal-2534	69	13	and	and	CCONJ
american_scientific_journal-2534	69	14	which	which	DET
american_scientific_journal-2534	69	15	image	image	NOUN
american_scientific_journal-2534	69	16	features	feature	VERB
american_scientific_journal-2534	69	17	another	another	DET
american_scientific_journal-2534	69	18	hair	hair	NOUN
american_scientific_journal-2534	69	19	color	color	NOUN
american_scientific_journal-2534	69	20	that	that	PRON
american_scientific_journal-2534	69	21	was	be	AUX
american_scientific_journal-2534	69	22	created	create	VERB
american_scientific_journal-2534	69	23	as	as	ADP
american_scientific_journal-2534	69	24	a	a	DET
american_scientific_journal-2534	69	25	result	result	NOUN
american_scientific_journal-2534	69	26	of	of	ADP
american_scientific_journal-2534	69	27	a	a	DET
american_scientific_journal-2534	69	28	personal	personal	ADJ
american_scientific_journal-2534	69	29	decision	decision	NOUN
american_scientific_journal-2534	69	30	.	.	PUNCT
american_scientific_journal-2534	70	1	finally	finally	ADV
american_scientific_journal-2534	70	2	,	,	PUNCT
american_scientific_journal-2534	70	3	more	more	ADJ
american_scientific_journal-2534	70	4	than	than	ADP
american_scientific_journal-2534	70	5	800	800	NUM
american_scientific_journal-2534	70	6	images	image	NOUN
american_scientific_journal-2534	70	7	were	be	AUX
american_scientific_journal-2534	70	8	downloaded	download	VERB
american_scientific_journal-2534	70	9	and	and	CCONJ
american_scientific_journal-2534	70	10	studied	study	VERB
american_scientific_journal-2534	70	11	,	,	PUNCT
american_scientific_journal-2534	70	12	and	and	CCONJ
american_scientific_journal-2534	70	13	a	a	DET
american_scientific_journal-2534	70	14	dataset	dataset	NOUN
american_scientific_journal-2534	70	15	of	of	ADP
american_scientific_journal-2534	70	16	660	660	NUM
american_scientific_journal-2534	70	17	images	image	NOUN
american_scientific_journal-2534	70	18	including	include	VERB
american_scientific_journal-2534	70	19	329	329	NUM
american_scientific_journal-2534	70	20	black	black	ADJ
american_scientific_journal-2534	70	21	hair	hair	NOUN
american_scientific_journal-2534	70	22	and	and	CCONJ
american_scientific_journal-2534	70	23	331	331	NUM
american_scientific_journal-2534	70	24	other	other	ADJ
american_scientific_journal-2534	70	25	color	color	NOUN
american_scientific_journal-2534	70	26	images	image	NOUN
american_scientific_journal-2534	70	27	obtained	obtain	VERB
american_scientific_journal-2534	70	28	.	.	PUNCT
american_scientific_journal-2534	71	1	the	the	DET
american_scientific_journal-2534	71	2	cropping	cropping	NOUN
american_scientific_journal-2534	71	3	process	process	NOUN
american_scientific_journal-2534	71	4	was	be	AUX
american_scientific_journal-2534	71	5	then	then	ADV
american_scientific_journal-2534	71	6	conducted	conduct	VERB
american_scientific_journal-2534	71	7	using	use	VERB
american_scientific_journal-2534	71	8	“	"	PUNCT
american_scientific_journal-2534	71	9	adobe	adobe	PROPN
american_scientific_journal-2534	71	10	photoshop	photoshop	PROPN
american_scientific_journal-2534	71	11	cs3	cs3	PROPN
american_scientific_journal-2534	71	12	”	"	PUNCT
american_scientific_journal-2534	71	13	software	software	NOUN
american_scientific_journal-2534	71	14	without	without	ADP
american_scientific_journal-2534	71	15	any	any	DET
american_scientific_journal-2534	71	16	other	other	ADJ
american_scientific_journal-2534	71	17	significant	significant	ADJ
american_scientific_journal-2534	71	18	manipulation	manipulation	NOUN
american_scientific_journal-2534	71	19	.	.	PUNCT
american_scientific_journal-2534	72	1	this	this	DET
american_scientific_journal-2534	72	2	process	process	NOUN
american_scientific_journal-2534	72	3	was	be	AUX
american_scientific_journal-2534	72	4	based	base	VERB
american_scientific_journal-2534	72	5	on	on	ADP
american_scientific_journal-2534	72	6	cropping	crop	VERB
american_scientific_journal-2534	72	7	images	image	NOUN
american_scientific_journal-2534	72	8	to	to	ADP
american_scientific_journal-2534	72	9	a	a	DET
american_scientific_journal-2534	72	10	complete	complete	ADJ
american_scientific_journal-2534	72	11	frontal	frontal	ADJ
american_scientific_journal-2534	72	12	facial	facial	ADJ
american_scientific_journal-2534	72	13	image	image	NOUN
american_scientific_journal-2534	72	14	.	.	PUNCT
american_scientific_journal-2534	73	1	images	image	NOUN
american_scientific_journal-2534	73	2	were	be	AUX
american_scientific_journal-2534	73	3	geometrically	geometrically	ADV
american_scientific_journal-2534	73	4	aligned	align	VERB
american_scientific_journal-2534	73	5	in	in	ADP
american_scientific_journal-2534	73	6	a	a	DET
american_scientific_journal-2534	73	7	manner	manner	NOUN
american_scientific_journal-2534	73	8	that	that	PRON
american_scientific_journal-2534	73	9	allowed	allow	VERB
american_scientific_journal-2534	73	10	all	all	DET
american_scientific_journal-2534	73	11	eyes	eye	NOUN
american_scientific_journal-2534	73	12	to	to	PART
american_scientific_journal-2534	73	13	be	be	AUX
american_scientific_journal-2534	73	14	lined	line	VERB
american_scientific_journal-2534	73	15	up	up	ADP
american_scientific_journal-2534	73	16	horizontally	horizontally	ADV
american_scientific_journal-2534	73	17	.	.	PUNCT
american_scientific_journal-2534	74	1	the	the	DET
american_scientific_journal-2534	74	2	cropped	crop	VERB
american_scientific_journal-2534	74	3	images	image	NOUN
american_scientific_journal-2534	74	4	did	do	AUX
american_scientific_journal-2534	74	5	not	not	PART
american_scientific_journal-2534	74	6	have	have	VERB
american_scientific_journal-2534	74	7	the	the	DET
american_scientific_journal-2534	74	8	same	same	ADJ
american_scientific_journal-2534	74	9	size	size	NOUN
american_scientific_journal-2534	74	10	,	,	PUNCT
american_scientific_journal-2534	74	11	so	so	SCONJ
american_scientific_journal-2534	74	12	size	size	NOUN
american_scientific_journal-2534	74	13	normalization	normalization	NOUN
american_scientific_journal-2534	74	14	was	be	AUX
american_scientific_journal-2534	74	15	required	require	VERB
american_scientific_journal-2534	74	16	.	.	PUNCT
american_scientific_journal-2534	75	1	by	by	ADP
american_scientific_journal-2534	75	2	an	an	DET
american_scientific_journal-2534	75	3	implemented	implement	VERB
american_scientific_journal-2534	75	4	code	code	NOUN
american_scientific_journal-2534	75	5	in	in	ADP
american_scientific_journal-2534	75	6	matlab	matlab	PROPN
american_scientific_journal-2534	75	7	,	,	PUNCT
american_scientific_journal-2534	75	8	all	all	DET
american_scientific_journal-2534	75	9	images	image	NOUN
american_scientific_journal-2534	75	10	were	be	AUX
american_scientific_journal-2534	75	11	reshaped	reshape	VERB
american_scientific_journal-2534	75	12	to	to	ADP
american_scientific_journal-2534	75	13	an	an	DET
american_scientific_journal-2534	75	14	equal	equal	ADJ
american_scientific_journal-2534	75	15	size	size	NOUN
american_scientific_journal-2534	75	16	.	.	PUNCT
american_scientific_journal-2534	76	1	size	size	NOUN
american_scientific_journal-2534	76	2	normalization	normalization	NOUN
american_scientific_journal-2534	76	3	did	do	AUX
american_scientific_journal-2534	76	4	not	not	PART
american_scientific_journal-2534	76	5	change	change	VERB
american_scientific_journal-2534	76	6	facial	facial	ADJ
american_scientific_journal-2534	76	7	shapes	shape	NOUN
american_scientific_journal-2534	76	8	or	or	CCONJ
american_scientific_journal-2534	76	9	result	result	VERB
american_scientific_journal-2534	76	10	in	in	ADP
american_scientific_journal-2534	76	11	pixelization	pixelization	NOUN
american_scientific_journal-2534	76	12	.	.	PUNCT
american_scientific_journal-2534	77	1	3.2	3.2	NUM
american_scientific_journal-2534	77	2	.	.	PUNCT
american_scientific_journal-2534	78	1	feature	feature	NOUN
american_scientific_journal-2534	78	2	extraction	extraction	NOUN
american_scientific_journal-2534	78	3	the	the	DET
american_scientific_journal-2534	78	4	most	most	ADV
american_scientific_journal-2534	78	5	important	important	ADJ
american_scientific_journal-2534	78	6	aspect	aspect	NOUN
american_scientific_journal-2534	78	7	of	of	ADP
american_scientific_journal-2534	78	8	this	this	DET
american_scientific_journal-2534	78	9	project	project	NOUN
american_scientific_journal-2534	78	10	was	be	AUX
american_scientific_journal-2534	78	11	how	how	SCONJ
american_scientific_journal-2534	78	12	to	to	PART
american_scientific_journal-2534	78	13	choose	choose	VERB
american_scientific_journal-2534	78	14	features	feature	NOUN
american_scientific_journal-2534	78	15	and	and	CCONJ
american_scientific_journal-2534	78	16	set	set	VERB
american_scientific_journal-2534	78	17	up	up	ADP
american_scientific_journal-2534	78	18	feature	feature	NOUN
american_scientific_journal-2534	78	19	extractions	extraction	NOUN
american_scientific_journal-2534	78	20	.	.	PUNCT
american_scientific_journal-2534	79	1	the	the	DET
american_scientific_journal-2534	79	2	most	most	ADV
american_scientific_journal-2534	79	3	prevalent	prevalent	ADJ
american_scientific_journal-2534	79	4	pattern	pattern	NOUN
american_scientific_journal-2534	79	5	recognition	recognition	NOUN
american_scientific_journal-2534	79	6	algorithms	algorithm	NOUN
american_scientific_journal-2534	79	7	in	in	ADP
american_scientific_journal-2534	79	8	image	image	NOUN
american_scientific_journal-2534	79	9	processing	processing	NOUN
american_scientific_journal-2534	79	10	are	be	AUX
american_scientific_journal-2534	79	11	designed	design	VERB
american_scientific_journal-2534	79	12	“	"	PUNCT
american_scientific_journal-2534	79	13	by	by	ADP
american_scientific_journal-2534	79	14	extracting	extract	VERB
american_scientific_journal-2534	79	15	low	low	ADJ
american_scientific_journal-2534	79	16	-	-	PUNCT
american_scientific_journal-2534	79	17	level	level	NOUN
american_scientific_journal-2534	79	18	features	feature	NOUN
american_scientific_journal-2534	79	19	in	in	ADP
american_scientific_journal-2534	79	20	images	image	NOUN
american_scientific_journal-2534	79	21	,	,	PUNCT
american_scientific_journal-2534	79	22	”	"	PUNCT
american_scientific_journal-2534	79	23	such	such	ADJ
american_scientific_journal-2534	79	24	as	as	ADP
american_scientific_journal-2534	79	25	pixel	pixel	ADJ
american_scientific_journal-2534	79	26	values	value	NOUN
american_scientific_journal-2534	79	27	and	and	CCONJ
american_scientific_journal-2534	79	28	intensity	intensity	NOUN
american_scientific_journal-2534	79	29	,	,	PUNCT
american_scientific_journal-2534	79	30	gradient	gradient	NOUN
american_scientific_journal-2534	79	31	etc	etc	X
american_scientific_journal-2534	79	32	.	.	PUNCT
american_scientific_journal-2534	80	1	[	[	X
american_scientific_journal-2534	80	2	2	2	NUM
american_scientific_journal-2534	80	3	]	]	PUNCT
american_scientific_journal-2534	80	4	.	.	PUNCT
american_scientific_journal-2534	81	1	as	as	SCONJ
american_scientific_journal-2534	81	2	mentioned	mention	VERB
american_scientific_journal-2534	81	3	previously	previously	ADV
american_scientific_journal-2534	81	4	,	,	PUNCT
american_scientific_journal-2534	81	5	features	feature	NOUN
american_scientific_journal-2534	81	6	related	relate	VERB
american_scientific_journal-2534	81	7	to	to	ADP
american_scientific_journal-2534	81	8	two	two	NUM
american_scientific_journal-2534	81	9	color	color	NOUN
american_scientific_journal-2534	81	10	spaces	space	NOUN
american_scientific_journal-2534	81	11	were	be	AUX
american_scientific_journal-2534	81	12	selected	select	VERB
american_scientific_journal-2534	81	13	,	,	PUNCT
american_scientific_journal-2534	81	14	and	and	CCONJ
american_scientific_journal-2534	81	15	this	this	DET
american_scientific_journal-2534	81	16	decision	decision	NOUN
american_scientific_journal-2534	81	17	was	be	AUX
american_scientific_journal-2534	81	18	made	make	VERB
american_scientific_journal-2534	81	19	based	base	VERB
american_scientific_journal-2534	81	20	on	on	ADP
american_scientific_journal-2534	81	21	three	three	NUM
american_scientific_journal-2534	81	22	papers	paper	NOUN
american_scientific_journal-2534	81	23	produced	produce	VERB
american_scientific_journal-2534	81	24	by	by	ADP
american_scientific_journal-2534	81	25	neeraj	neeraj	PROPN
american_scientific_journal-2534	81	26	kumar	kumar	PROPN
american_scientific_journal-2534	81	27	and	and	CCONJ
american_scientific_journal-2534	81	28	his	his	PRON
american_scientific_journal-2534	81	29	colleagues	colleague	NOUN
american_scientific_journal-2534	82	1	[	[	X
american_scientific_journal-2534	82	2	2	2	NUM
american_scientific_journal-2534	82	3	,	,	PUNCT
american_scientific_journal-2534	82	4	3	3	NUM
american_scientific_journal-2534	82	5	,	,	PUNCT
american_scientific_journal-2534	82	6	and	and	CCONJ
american_scientific_journal-2534	82	7	14	14	NUM
american_scientific_journal-2534	82	8	]	]	PUNCT
american_scientific_journal-2534	82	9	.	.	PUNCT
american_scientific_journal-2534	83	1	the	the	DET
american_scientific_journal-2534	83	2	list	list	NOUN
american_scientific_journal-2534	83	3	of	of	ADP
american_scientific_journal-2534	83	4	features	feature	NOUN
american_scientific_journal-2534	83	5	is	be	AUX
american_scientific_journal-2534	83	6	shown	show	VERB
american_scientific_journal-2534	83	7	in	in	ADP
american_scientific_journal-2534	83	8	table	table	NOUN
american_scientific_journal-2534	83	9	1	1	NUM
american_scientific_journal-2534	83	10	.	.	PUNCT
american_scientific_journal-2534	83	11	pixel	pixel	NOUN
american_scientific_journal-2534	83	12	-	-	PUNCT
american_scientific_journal-2534	83	13	based	base	VERB
american_scientific_journal-2534	83	14	feature	feature	NOUN
american_scientific_journal-2534	83	15	extraction	extraction	NOUN
american_scientific_journal-2534	83	16	was	be	AUX
american_scientific_journal-2534	83	17	implemented	implement	VERB
american_scientific_journal-2534	83	18	in	in	ADP
american_scientific_journal-2534	83	19	matlab	matlab	PROPN
american_scientific_journal-2534	83	20	with	with	ADP
american_scientific_journal-2534	83	21	18	18	NUM
american_scientific_journal-2534	83	22	features	feature	NOUN
american_scientific_journal-2534	83	23	taking	take	VERB
american_scientific_journal-2534	83	24	the	the	DET
american_scientific_journal-2534	83	25	most	most	ADJ
american_scientific_journal-2534	83	26	time	time	NOUN
american_scientific_journal-2534	83	27	.	.	PUNCT
american_scientific_journal-2534	84	1	table	table	NOUN
american_scientific_journal-2534	84	2	1	1	NUM
american_scientific_journal-2534	84	3	:	:	SYM
american_scientific_journal-2534	84	4	18	18	NUM
american_scientific_journal-2534	84	5	features	feature	NOUN
american_scientific_journal-2534	84	6	used	use	VERB
american_scientific_journal-2534	84	7	in	in	ADP
american_scientific_journal-2534	84	8	low	low	ADJ
american_scientific_journal-2534	84	9	-	-	PUNCT
american_scientific_journal-2534	84	10	level	level	NOUN
american_scientific_journal-2534	84	11	feature	feature	NOUN
american_scientific_journal-2534	84	12	extraction	extraction	NOUN
american_scientific_journal-2534	84	13	color	color	NOUN
american_scientific_journal-2534	84	14	-	-	PUNCT
american_scientific_journal-2534	84	15	based	base	VERB
american_scientific_journal-2534	84	16	features	feature	NOUN
american_scientific_journal-2534	84	17	mean	mean	VERB
american_scientific_journal-2534	84	18	of	of	ADP
american_scientific_journal-2534	84	19	features	feature	NOUN
american_scientific_journal-2534	84	20	variance	variance	NOUN
american_scientific_journal-2534	84	21	of	of	ADP
american_scientific_journal-2534	84	22	features	feature	NOUN
american_scientific_journal-2534	84	23	r	r	NOUN
american_scientific_journal-2534	84	24	value	value	NOUN
american_scientific_journal-2534	84	25	mean	mean	NOUN
american_scientific_journal-2534	84	26	r	r	NOUN
american_scientific_journal-2534	84	27	variance	variance	NOUN
american_scientific_journal-2534	84	28	r	r	NOUN
american_scientific_journal-2534	84	29	g	g	NOUN
american_scientific_journal-2534	84	30	value	value	NOUN
american_scientific_journal-2534	84	31	mean	mean	VERB
american_scientific_journal-2534	84	32	g	g	PROPN
american_scientific_journal-2534	84	33	variance	variance	NOUN
american_scientific_journal-2534	85	1	g	g	PROPN
american_scientific_journal-2534	85	2	b	b	PROPN
american_scientific_journal-2534	85	3	value	value	NOUN
american_scientific_journal-2534	85	4	mean	mean	NOUN
american_scientific_journal-2534	85	5	b	b	NOUN
american_scientific_journal-2534	85	6	variance	variance	NOUN
american_scientific_journal-2534	85	7	b	b	NOUN
american_scientific_journal-2534	85	8	h	h	NOUN
american_scientific_journal-2534	85	9	value	value	NOUN
american_scientific_journal-2534	85	10	mean	mean	VERB
american_scientific_journal-2534	85	11	h	h	NUM
american_scientific_journal-2534	85	12	variance	variance	NOUN
american_scientific_journal-2534	86	1	h	h	NOUN
american_scientific_journal-2534	86	2	s	s	NOUN
american_scientific_journal-2534	86	3	value	value	NOUN
american_scientific_journal-2534	86	4	mean	mean	NOUN
american_scientific_journal-2534	86	5	s	s	PART
american_scientific_journal-2534	86	6	variance	variance	NOUN
american_scientific_journal-2534	86	7	s	s	PART
american_scientific_journal-2534	86	8	v	v	NOUN
american_scientific_journal-2534	86	9	value	value	NOUN
american_scientific_journal-2534	86	10	mean	mean	NOUN
american_scientific_journal-2534	86	11	v	v	NUM
american_scientific_journal-2534	86	12	variance	variance	NOUN
american_scientific_journal-2534	86	13	v	v	ADP
american_scientific_journal-2534	86	14	american	american	PROPN
american_scientific_journal-2534	86	15	scientific	scientific	ADJ
american_scientific_journal-2534	86	16	research	research	NOUN
american_scientific_journal-2534	86	17	journal	journal	NOUN
american_scientific_journal-2534	86	18	for	for	ADP
american_scientific_journal-2534	86	19	engineering	engineering	NOUN
american_scientific_journal-2534	86	20	,	,	PUNCT
american_scientific_journal-2534	86	21	technology	technology	NOUN
american_scientific_journal-2534	86	22	,	,	PUNCT
american_scientific_journal-2534	86	23	and	and	CCONJ
american_scientific_journal-2534	86	24	sciences	science	NOUN
american_scientific_journal-2534	86	25	(	(	PUNCT
american_scientific_journal-2534	86	26	asrjets	asrjet	NOUN
american_scientific_journal-2534	86	27	)	)	PUNCT
american_scientific_journal-2534	86	28	(	(	PUNCT
american_scientific_journal-2534	86	29	2016	2016	NUM
american_scientific_journal-2534	86	30	)	)	PUNCT
american_scientific_journal-2534	86	31	volume	volume	NOUN
american_scientific_journal-2534	86	32	26	26	NUM
american_scientific_journal-2534	86	33	,	,	PUNCT
american_scientific_journal-2534	86	34	no	no	DET
american_scientific_journal-2534	86	35	3	3	NUM
american_scientific_journal-2534	86	36	,	,	PUNCT
american_scientific_journal-2534	86	37	pp	pp	ADV
american_scientific_journal-2534	86	38	317	317	NUM
american_scientific_journal-2534	86	39	-	-	SYM
american_scientific_journal-2534	86	40	334	334	NUM
american_scientific_journal-2534	86	41	321	321	NUM
american_scientific_journal-2534	86	42	18	18	NUM
american_scientific_journal-2534	86	43	low	low	ADJ
american_scientific_journal-2534	86	44	-	-	PUNCT
american_scientific_journal-2534	86	45	level	level	NOUN
american_scientific_journal-2534	86	46	features	feature	NOUN
american_scientific_journal-2534	86	47	(	(	PUNCT
american_scientific_journal-2534	86	48	k=18	k=18	PROPN
american_scientific_journal-2534	86	49	)	)	PUNCT
american_scientific_journal-2534	86	50	were	be	AUX
american_scientific_journal-2534	86	51	extracted	extract	VERB
american_scientific_journal-2534	86	52	from	from	ADP
american_scientific_journal-2534	86	53	each	each	DET
american_scientific_journal-2534	86	54	pixel	pixel	NOUN
american_scientific_journal-2534	86	55	in	in	ADP
american_scientific_journal-2534	86	56	a	a	DET
american_scientific_journal-2534	86	57	given	give	VERB
american_scientific_journal-2534	86	58	image	image	NOUN
american_scientific_journal-2534	86	59	“	"	PUNCT
american_scientific_journal-2534	86	60	ii	ii	NOUN
american_scientific_journal-2534	86	61	”	"	PUNCT
american_scientific_journal-2534	86	62	aligned	align	VERB
american_scientific_journal-2534	86	63	in	in	ADP
american_scientific_journal-2534	86	64	one	one	NUM
american_scientific_journal-2534	86	65	long	long	ADJ
american_scientific_journal-2534	86	66	row	row	NOUN
american_scientific_journal-2534	86	67	.	.	PUNCT
american_scientific_journal-2534	87	1	feature	feature	NOUN
american_scientific_journal-2534	87	2	vector	vector	NOUN
american_scientific_journal-2534	87	3	called	call	VERB
american_scientific_journal-2534	87	4	fv	fv	PROPN
american_scientific_journal-2534	87	5	was	be	AUX
american_scientific_journal-2534	87	6	described	describe	VERB
american_scientific_journal-2534	87	7	as	as	SCONJ
american_scientific_journal-2534	87	8	follows	follow	VERB
american_scientific_journal-2534	87	9	:	:	PUNCT
american_scientific_journal-2534	87	10	𝐹𝐹𝐹𝐹(𝐼𝐼𝑖𝑖	𝐹𝐹𝐹𝐹(𝐼𝐼𝑖𝑖	X
american_scientific_journal-2534	87	11	)	)	PUNCT
american_scientific_journal-2534	87	12	=	=	PRON
american_scientific_journal-2534	87	13	{	{	PUNCT
american_scientific_journal-2534	87	14	𝑓𝑓1(𝐼𝐼	𝑓𝑓1(𝐼𝐼	PROPN
american_scientific_journal-2534	87	15	)	)	PUNCT
american_scientific_journal-2534	87	16	+	+	CCONJ
american_scientific_journal-2534	87	17	𝑓𝑓2(𝐼𝐼	𝑓𝑓2(𝐼𝐼	PROPN
american_scientific_journal-2534	87	18	)	)	PUNCT
american_scientific_journal-2534	87	19	+	+	NUM
american_scientific_journal-2534	87	20	…	…	PUNCT
american_scientific_journal-2534	87	21	+	+	CCONJ
american_scientific_journal-2534	87	22	𝑓𝑓𝑘𝑘(𝐼𝐼	𝑓𝑓𝑘𝑘(𝐼𝐼	ADJ
american_scientific_journal-2534	87	23	)	)	PUNCT
american_scientific_journal-2534	87	24	}	}	PUNCT
american_scientific_journal-2534	87	25	equation	equation	NOUN
american_scientific_journal-2534	87	26	4	4	NUM
american_scientific_journal-2534	87	27	this	this	DET
american_scientific_journal-2534	87	28	procedure	procedure	NOUN
american_scientific_journal-2534	87	29	was	be	AUX
american_scientific_journal-2534	87	30	applied	apply	VERB
american_scientific_journal-2534	87	31	on	on	ADP
american_scientific_journal-2534	87	32	all	all	DET
american_scientific_journal-2534	87	33	images	image	NOUN
american_scientific_journal-2534	87	34	,	,	PUNCT
american_scientific_journal-2534	87	35	including	include	VERB
american_scientific_journal-2534	87	36	black	black	ADJ
american_scientific_journal-2534	87	37	to	to	ADP
american_scientific_journal-2534	87	38	not	not	PART
american_scientific_journal-2534	87	39	black	black	ADJ
american_scientific_journal-2534	87	40	images	image	NOUN
american_scientific_journal-2534	87	41	,	,	PUNCT
american_scientific_journal-2534	87	42	in	in	ADP
american_scientific_journal-2534	87	43	both	both	PRON
american_scientific_journal-2534	87	44	training	training	NOUN
american_scientific_journal-2534	87	45	and	and	CCONJ
american_scientific_journal-2534	87	46	test	test	NOUN
american_scientific_journal-2534	87	47	images	image	NOUN
american_scientific_journal-2534	87	48	.	.	PUNCT
american_scientific_journal-2534	88	1	𝐹𝐹𝐹𝐹𝐹𝐹	𝐹𝐹𝐹𝐹𝐹𝐹	NOUN
american_scientific_journal-2534	88	2	=	=	PUNCT
american_scientific_journal-2534	88	3	{	{	PUNCT
american_scientific_journal-2534	88	4	𝐹𝐹𝐹𝐹(𝐼𝐼1	𝐹𝐹𝐹𝐹(𝐼𝐼1	PROPN
american_scientific_journal-2534	88	5	)	)	PUNCT
american_scientific_journal-2534	88	6	+	+	CCONJ
american_scientific_journal-2534	88	7	𝐹𝐹𝐹𝐹(𝐼𝐼12	𝐹𝐹𝐹𝐹(𝐼𝐼12	NUM
american_scientific_journal-2534	88	8	)	)	PUNCT
american_scientific_journal-2534	88	9	+	+	CCONJ
american_scientific_journal-2534	88	10	…	…	PUNCT
american_scientific_journal-2534	88	11	+	+	CCONJ
american_scientific_journal-2534	88	12	𝐹𝐹𝐹𝐹(𝐼𝐼𝑛𝑛	𝐹𝐹𝐹𝐹(𝐼𝐼𝑛𝑛	NOUN
american_scientific_journal-2534	88	13	)	)	PUNCT
american_scientific_journal-2534	88	14	}	}	PUNCT
american_scientific_journal-2534	88	15	equation	equation	NOUN
american_scientific_journal-2534	88	16	5	5	NUM
american_scientific_journal-2534	88	17	𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹	𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹	NUM
american_scientific_journal-2534	88	18	=	=	SYM
american_scientific_journal-2534	88	19	{	{	PUNCT
american_scientific_journal-2534	88	20	𝐹𝐹𝐹𝐹(𝐼𝐼1	𝐹𝐹𝐹𝐹(𝐼𝐼1	PROPN
american_scientific_journal-2534	88	21	)	)	PUNCT
american_scientific_journal-2534	88	22	+	+	CCONJ
american_scientific_journal-2534	88	23	𝐹𝐹𝐹𝐹(𝐼𝐼12	𝐹𝐹𝐹𝐹(𝐼𝐼12	NUM
american_scientific_journal-2534	88	24	)	)	PUNCT
american_scientific_journal-2534	89	1	+	+	CCONJ
american_scientific_journal-2534	89	2	…	…	PUNCT
american_scientific_journal-2534	89	3	+	+	NUM
american_scientific_journal-2534	89	4	𝐹𝐹𝐹𝐹(𝐼𝐼𝑚𝑚	𝐹𝐹𝐹𝐹(𝐼𝐼𝑚𝑚	ADJ
american_scientific_journal-2534	89	5	)	)	PUNCT
american_scientific_journal-2534	89	6	}	}	PUNCT
american_scientific_journal-2534	89	7	equation	equation	NOUN
american_scientific_journal-2534	89	8	6	6	NUM
american_scientific_journal-2534	89	9	in	in	ADP
american_scientific_journal-2534	89	10	simple	simple	ADJ
american_scientific_journal-2534	89	11	terms	term	NOUN
american_scientific_journal-2534	89	12	:	:	PUNCT
american_scientific_journal-2534	89	13	𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹	𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹	PROPN
american_scientific_journal-2534	89	14	=	=	SYM
american_scientific_journal-2534	89	15	�	�	PROPN
american_scientific_journal-2534	89	16	𝐹𝐹𝐹𝐹𝐹𝐹𝑖𝑖	𝐹𝐹𝐹𝐹𝐹𝐹𝑖𝑖	PROPN
american_scientific_journal-2534	89	17	𝑛𝑛	𝑛𝑛	ADP
american_scientific_journal-2534	89	18	𝑖𝑖=1	𝑖𝑖=1	PUNCT
american_scientific_journal-2534	89	19	+	+	PUNCT
american_scientific_journal-2534	89	20	�	�	NOUN
american_scientific_journal-2534	89	21	𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝑗𝑗	𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝐹𝑗𝑗	ADJ
american_scientific_journal-2534	89	22	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2534	89	23	𝑗𝑗=1	𝑗𝑗=1	PROPN
american_scientific_journal-2534	89	24	equation	equation	NOUN
american_scientific_journal-2534	89	25	7	7	NUM
american_scientific_journal-2534	89	26	the	the	DET
american_scientific_journal-2534	89	27	same	same	ADJ
american_scientific_journal-2534	89	28	procedure	procedure	NOUN
american_scientific_journal-2534	89	29	was	be	AUX
american_scientific_journal-2534	89	30	applied	apply	VERB
american_scientific_journal-2534	89	31	to	to	ADP
american_scientific_journal-2534	89	32	fvtest	fvt	ADJ
american_scientific_journal-2534	89	33	matrix	matrix	NOUN
american_scientific_journal-2534	89	34	production	production	NOUN
american_scientific_journal-2534	89	35	.	.	PUNCT
american_scientific_journal-2534	90	1	finally	finally	ADV
american_scientific_journal-2534	90	2	,	,	PUNCT
american_scientific_journal-2534	90	3	fvtrain	fvtrain	ADJ
american_scientific_journal-2534	90	4	and	and	CCONJ
american_scientific_journal-2534	90	5	fvtest	fvt	ADJ
american_scientific_journal-2534	90	6	were	be	AUX
american_scientific_journal-2534	90	7	obtained	obtain	VERB
american_scientific_journal-2534	90	8	.	.	PUNCT
american_scientific_journal-2534	91	1	pixelbased	pixelbase	VERB
american_scientific_journal-2534	91	2	feature	feature	NOUN
american_scientific_journal-2534	91	3	extraction	extraction	NOUN
american_scientific_journal-2534	91	4	was	be	AUX
american_scientific_journal-2534	91	5	implemented	implement	VERB
american_scientific_journal-2534	91	6	in	in	ADP
american_scientific_journal-2534	91	7	matlab	matlab	PROPN
american_scientific_journal-2534	91	8	with	with	ADP
american_scientific_journal-2534	91	9	18	18	NUM
american_scientific_journal-2534	91	10	features	feature	NOUN
american_scientific_journal-2534	91	11	taking	take	VERB
american_scientific_journal-2534	91	12	the	the	DET
american_scientific_journal-2534	91	13	most	most	ADJ
american_scientific_journal-2534	91	14	time	time	NOUN
american_scientific_journal-2534	91	15	.	.	PUNCT
american_scientific_journal-2534	92	1	during	during	ADP
american_scientific_journal-2534	92	2	feature	feature	NOUN
american_scientific_journal-2534	92	3	extraction	extraction	NOUN
american_scientific_journal-2534	92	4	,	,	PUNCT
american_scientific_journal-2534	92	5	another	another	DET
american_scientific_journal-2534	92	6	important	important	ADJ
american_scientific_journal-2534	92	7	point	point	NOUN
american_scientific_journal-2534	92	8	described	describe	VERB
american_scientific_journal-2534	92	9	in	in	ADP
american_scientific_journal-2534	92	10	the	the	DET
american_scientific_journal-2534	92	11	following	follow	VERB
american_scientific_journal-2534	92	12	paragraphs	paragraph	NOUN
american_scientific_journal-2534	92	13	was	be	AUX
american_scientific_journal-2534	92	14	considered	consider	VERB
american_scientific_journal-2534	92	15	.	.	PUNCT
american_scientific_journal-2534	93	1	3.3	3.3	NUM
american_scientific_journal-2534	93	2	.	.	PUNCT
american_scientific_journal-2534	94	1	feature	feature	NOUN
american_scientific_journal-2534	94	2	vector	vector	NOUN
american_scientific_journal-2534	94	3	normalization	normalization	NOUN
american_scientific_journal-2534	94	4	in	in	ADP
american_scientific_journal-2534	94	5	order	order	NOUN
american_scientific_journal-2534	94	6	to	to	PART
american_scientific_journal-2534	94	7	use	use	VERB
american_scientific_journal-2534	94	8	a	a	DET
american_scientific_journal-2534	94	9	classifier	classifier	NOUN
american_scientific_journal-2534	94	10	,	,	PUNCT
american_scientific_journal-2534	94	11	all	all	DET
american_scientific_journal-2534	94	12	values	value	NOUN
american_scientific_journal-2534	94	13	in	in	ADP
american_scientific_journal-2534	94	14	the	the	DET
american_scientific_journal-2534	94	15	feature	feature	NOUN
american_scientific_journal-2534	94	16	vector	vector	NOUN
american_scientific_journal-2534	94	17	must	must	AUX
american_scientific_journal-2534	94	18	be	be	AUX
american_scientific_journal-2534	94	19	normalized	normalize	VERB
american_scientific_journal-2534	94	20	.	.	PUNCT
american_scientific_journal-2534	95	1	this	this	PRON
american_scientific_journal-2534	95	2	will	will	AUX
american_scientific_journal-2534	95	3	result	result	VERB
american_scientific_journal-2534	95	4	in	in	ADP
american_scientific_journal-2534	95	5	a	a	DET
american_scientific_journal-2534	95	6	matrix	matrix	NOUN
american_scientific_journal-2534	95	7	with	with	ADP
american_scientific_journal-2534	95	8	values	value	NOUN
american_scientific_journal-2534	95	9	between	between	ADP
american_scientific_journal-2534	95	10	[	[	X
american_scientific_journal-2534	95	11	−𝟏𝟏	−𝟏𝟏	X
american_scientific_journal-2534	95	12	,	,	PUNCT
american_scientific_journal-2534	95	13	+	+	NOUN
american_scientific_journal-2534	95	14	𝟏𝟏	𝟏𝟏	NUM
american_scientific_journal-2534	95	15	]	]	PUNCT
american_scientific_journal-2534	95	16	.	.	PUNCT
american_scientific_journal-2534	96	1	the	the	DET
american_scientific_journal-2534	96	2	normalization	normalization	NOUN
american_scientific_journal-2534	96	3	step	step	NOUN
american_scientific_journal-2534	96	4	is	be	AUX
american_scientific_journal-2534	96	5	quite	quite	ADV
american_scientific_journal-2534	96	6	important	important	ADJ
american_scientific_journal-2534	96	7	for	for	ADP
american_scientific_journal-2534	96	8	removing	remove	VERB
american_scientific_journal-2534	96	9	lighting	lighting	NOUN
american_scientific_journal-2534	96	10	effects	effect	NOUN
american_scientific_journal-2534	96	11	,	,	PUNCT
american_scientific_journal-2534	96	12	allowing	allow	VERB
american_scientific_journal-2534	96	13	for	for	ADP
american_scientific_journal-2534	96	14	better	well	ADJ
american_scientific_journal-2534	96	15	generalization	generalization	NOUN
american_scientific_journal-2534	96	16	across	across	ADP
american_scientific_journal-2534	96	17	images	image	NOUN
american_scientific_journal-2534	96	18	[	[	X
american_scientific_journal-2534	96	19	1	1	NUM
american_scientific_journal-2534	96	20	]	]	PUNCT
american_scientific_journal-2534	96	21	.	.	PUNCT
american_scientific_journal-2534	97	1	there	there	PRON
american_scientific_journal-2534	97	2	are	be	VERB
american_scientific_journal-2534	97	3	several	several	ADJ
american_scientific_journal-2534	97	4	methods	method	NOUN
american_scientific_journal-2534	97	5	used	use	VERB
american_scientific_journal-2534	97	6	to	to	PART
american_scientific_journal-2534	97	7	normalize	normalize	VERB
american_scientific_journal-2534	97	8	data	datum	NOUN
american_scientific_journal-2534	97	9	in	in	ADP
american_scientific_journal-2534	97	10	feature	feature	NOUN
american_scientific_journal-2534	97	11	vectors	vector	NOUN
american_scientific_journal-2534	97	12	in	in	ADP
american_scientific_journal-2534	97	13	order	order	NOUN
american_scientific_journal-2534	97	14	to	to	PART
american_scientific_journal-2534	97	15	remove	remove	VERB
american_scientific_journal-2534	97	16	illumination	illumination	NOUN
american_scientific_journal-2534	97	17	.	.	PUNCT
american_scientific_journal-2534	98	1	the	the	DET
american_scientific_journal-2534	98	2	method	method	NOUN
american_scientific_journal-2534	98	3	used	use	VERB
american_scientific_journal-2534	98	4	in	in	ADP
american_scientific_journal-2534	98	5	this	this	DET
american_scientific_journal-2534	98	6	work	work	NOUN
american_scientific_journal-2534	98	7	subtracts	subtract	VERB
american_scientific_journal-2534	98	8	values	value	NOUN
american_scientific_journal-2534	98	9	from	from	ADP
american_scientific_journal-2534	98	10	the	the	DET
american_scientific_journal-2534	98	11	average	average	NOUN
american_scientific_journal-2534	98	12	then	then	ADV
american_scientific_journal-2534	98	13	divides	divide	VERB
american_scientific_journal-2534	98	14	by	by	ADP
american_scientific_journal-2534	98	15	twice	twice	DET
american_scientific_journal-2534	98	16	the	the	DET
american_scientific_journal-2534	98	17	standard	standard	ADJ
american_scientific_journal-2534	98	18	deviation	deviation	NOUN
american_scientific_journal-2534	98	19	.	.	PUNCT
american_scientific_journal-2534	99	1	the	the	DET
american_scientific_journal-2534	99	2	biggest	big	ADJ
american_scientific_journal-2534	99	3	problem	problem	NOUN
american_scientific_journal-2534	99	4	with	with	ADP
american_scientific_journal-2534	99	5	this	this	DET
american_scientific_journal-2534	99	6	method	method	NOUN
american_scientific_journal-2534	99	7	is	be	AUX
american_scientific_journal-2534	99	8	unquestionably	unquestionably	ADV
american_scientific_journal-2534	99	9	svm	svm	ADJ
american_scientific_journal-2534	99	10	normalization	normalization	NOUN
american_scientific_journal-2534	99	11	.	.	PUNCT
american_scientific_journal-2534	100	1	svms	svms	NOUN
american_scientific_journal-2534	100	2	assume	assume	VERB
american_scientific_journal-2534	100	3	that	that	SCONJ
american_scientific_journal-2534	100	4	the	the	DET
american_scientific_journal-2534	100	5	data	datum	NOUN
american_scientific_journal-2534	100	6	they	they	PRON
american_scientific_journal-2534	100	7	work	work	VERB
american_scientific_journal-2534	100	8	with	with	ADP
american_scientific_journal-2534	100	9	is	be	AUX
american_scientific_journal-2534	100	10	in	in	ADP
american_scientific_journal-2534	100	11	a	a	DET
american_scientific_journal-2534	100	12	standard	standard	ADJ
american_scientific_journal-2534	100	13	range	range	NOUN
american_scientific_journal-2534	100	14	,	,	PUNCT
american_scientific_journal-2534	100	15	usually	usually	ADV
american_scientific_journal-2534	100	16	either	either	CCONJ
american_scientific_journal-2534	100	17	[	[	X
american_scientific_journal-2534	100	18	𝟎𝟎	𝟎𝟎	NUM
american_scientific_journal-2534	100	19	,	,	PUNCT
american_scientific_journal-2534	100	20	+	+	PROPN
american_scientific_journal-2534	100	21	𝟏𝟏]or	𝟏𝟏]or	X
american_scientific_journal-2534	100	22	[	[	X
american_scientific_journal-2534	100	23	−𝟏𝟏	−𝟏𝟏	X
american_scientific_journal-2534	100	24	,	,	PUNCT
american_scientific_journal-2534	100	25	+	+	ADJ
american_scientific_journal-2534	100	26	𝟏𝟏	𝟏𝟏	NUM
american_scientific_journal-2534	100	27	]	]	PUNCT
american_scientific_journal-2534	100	28	(	(	PUNCT
american_scientific_journal-2534	100	29	roughly	roughly	ADV
american_scientific_journal-2534	100	30	)	)	PUNCT
american_scientific_journal-2534	100	31	.	.	PUNCT
american_scientific_journal-2534	101	1	moreover	moreover	ADV
american_scientific_journal-2534	101	2	,	,	PUNCT
american_scientific_journal-2534	101	3	each	each	DET
american_scientific_journal-2534	101	4	dimension	dimension	NOUN
american_scientific_journal-2534	101	5	of	of	ADP
american_scientific_journal-2534	101	6	the	the	DET
american_scientific_journal-2534	101	7	feature	feature	NOUN
american_scientific_journal-2534	101	8	vector	vector	NOUN
american_scientific_journal-2534	101	9	should	should	AUX
american_scientific_journal-2534	101	10	be	be	AUX
american_scientific_journal-2534	101	11	within	within	ADP
american_scientific_journal-2534	101	12	this	this	DET
american_scientific_journal-2534	101	13	range	range	NOUN
american_scientific_journal-2534	101	14	.	.	PUNCT
american_scientific_journal-2534	102	1	otherwise	otherwise	ADV
american_scientific_journal-2534	102	2	,	,	PUNCT
american_scientific_journal-2534	102	3	if	if	SCONJ
american_scientific_journal-2534	102	4	,	,	PUNCT
american_scientific_journal-2534	102	5	e.g.	e.g.	ADV
american_scientific_journal-2534	102	6	,	,	PUNCT
american_scientific_journal-2534	102	7	dimension	dimension	NOUN
american_scientific_journal-2534	102	8	1	1	NUM
american_scientific_journal-2534	102	9	is	be	AUX
american_scientific_journal-2534	102	10	from	from	ADP
american_scientific_journal-2534	102	11	0	0	NUM
american_scientific_journal-2534	102	12	-	-	SYM
american_scientific_journal-2534	102	13	1000	1000	NUM
american_scientific_journal-2534	102	14	and	and	CCONJ
american_scientific_journal-2534	102	15	dimension	dimension	NOUN
american_scientific_journal-2534	102	16	2	2	NUM
american_scientific_journal-2534	102	17	is	be	AUX
american_scientific_journal-2534	102	18	from	from	ADP
american_scientific_journal-2534	102	19	0	0	NUM
american_scientific_journal-2534	102	20	-	-	SYM
american_scientific_journal-2534	102	21	1.2	1.2	NUM
american_scientific_journal-2534	102	22	,	,	PUNCT
american_scientific_journal-2534	102	23	dimension	dimension	NOUN
american_scientific_journal-2534	102	24	1	1	NUM
american_scientific_journal-2534	102	25	becomes	become	VERB
american_scientific_journal-2534	102	26	much	much	ADV
american_scientific_journal-2534	102	27	more	more	ADV
american_scientific_journal-2534	102	28	important	important	ADJ
american_scientific_journal-2534	102	29	than	than	ADP
american_scientific_journal-2534	102	30	dimension	dimension	NOUN
american_scientific_journal-2534	102	31	2	2	NUM
american_scientific_journal-2534	102	32	,	,	PUNCT
american_scientific_journal-2534	102	33	which	which	PRON
american_scientific_journal-2534	102	34	will	will	AUX
american_scientific_journal-2534	102	35	skew	skew	VERB
american_scientific_journal-2534	102	36	the	the	DET
american_scientific_journal-2534	102	37	results	result	NOUN
american_scientific_journal-2534	102	38	.	.	PUNCT
american_scientific_journal-2534	103	1	as	as	ADP
american_scientific_journal-2534	103	2	a	a	DET
american_scientific_journal-2534	103	3	result	result	NOUN
american_scientific_journal-2534	103	4	,	,	PUNCT
american_scientific_journal-2534	103	5	the	the	DET
american_scientific_journal-2534	103	6	normalization	normalization	NOUN
american_scientific_journal-2534	103	7	must	must	AUX
american_scientific_journal-2534	103	8	be	be	AUX
american_scientific_journal-2534	103	9	applied	apply	VERB
american_scientific_journal-2534	103	10	“	"	PUNCT
american_scientific_journal-2534	103	11	by	by	ADP
american_scientific_journal-2534	103	12	dimension	dimension	NOUN
american_scientific_journal-2534	103	13	,	,	PUNCT
american_scientific_journal-2534	103	14	not	not	PART
american_scientific_journal-2534	103	15	instance	instance	NOUN
american_scientific_journal-2534	103	16	”	"	PUNCT
american_scientific_journal-2534	103	17	prior	prior	ADV
american_scientific_journal-2534	103	18	to	to	ADP
american_scientific_journal-2534	103	19	sending	send	VERB
american_scientific_journal-2534	103	20	the	the	DET
american_scientific_journal-2534	103	21	fvtraining	fvtraining	NOUN
american_scientific_journal-2534	103	22	to	to	ADP
american_scientific_journal-2534	103	23	the	the	DET
american_scientific_journal-2534	103	24	svm	svm	ADJ
american_scientific_journal-2534	103	25	library	library	NOUN
american_scientific_journal-2534	103	26	.	.	PUNCT
american_scientific_journal-2534	104	1	the	the	DET
american_scientific_journal-2534	104	2	authors	author	NOUN
american_scientific_journal-2534	104	3	of	of	ADP
american_scientific_journal-2534	104	4	“	"	PUNCT
american_scientific_journal-2534	104	5	libsvm	libsvm	NOUN
american_scientific_journal-2534	104	6	”	"	PUNCT
american_scientific_journal-2534	104	7	recommend	recommend	VERB
american_scientific_journal-2534	104	8	performing	perform	VERB
american_scientific_journal-2534	104	9	a	a	DET
american_scientific_journal-2534	104	10	“	"	PUNCT
american_scientific_journal-2534	104	11	hard	hard	ADJ
american_scientific_journal-2534	104	12	”	"	PUNCT
american_scientific_journal-2534	104	13	normalization	normalization	NOUN
american_scientific_journal-2534	104	14	,	,	PUNCT
american_scientific_journal-2534	104	15	mapping	map	VERB
american_scientific_journal-2534	104	16	the	the	DET
american_scientific_journal-2534	104	17	minimum	minimum	ADJ
american_scientific_journal-2534	104	18	and	and	CCONJ
american_scientific_journal-2534	104	19	maximum	maximum	ADJ
american_scientific_journal-2534	104	20	values	value	NOUN
american_scientific_journal-2534	104	21	of	of	ADP
american_scientific_journal-2534	104	22	a	a	DET
american_scientific_journal-2534	104	23	given	give	VERB
american_scientific_journal-2534	104	24	dimension	dimension	NOUN
american_scientific_journal-2534	104	25	to	to	ADP
american_scientific_journal-2534	104	26	0	0	NUM
american_scientific_journal-2534	104	27	and	and	CCONJ
american_scientific_journal-2534	104	28	1	1	NUM
american_scientific_journal-2534	104	29	.	.	PUNCT
american_scientific_journal-2534	105	1	however	however	ADV
american_scientific_journal-2534	105	2	,	,	PUNCT
american_scientific_journal-2534	105	3	according	accord	VERB
american_scientific_journal-2534	105	4	to	to	ADP
american_scientific_journal-2534	105	5	neeraj	neeraj	PROPN
american_scientific_journal-2534	105	6	and	and	CCONJ
american_scientific_journal-2534	105	7	his	his	PRON
american_scientific_journal-2534	105	8	colleagues	colleague	NOUN
american_scientific_journal-2534	105	9	experiences	experience	VERB
american_scientific_journal-2534	105	10	[	[	X
american_scientific_journal-2534	105	11	2	2	NUM
american_scientific_journal-2534	105	12	,	,	PUNCT
american_scientific_journal-2534	105	13	3	3	NUM
american_scientific_journal-2534	105	14	and	and	CCONJ
american_scientific_journal-2534	105	15	14	14	NUM
american_scientific_journal-2534	105	16	]	]	PUNCT
american_scientific_journal-2534	105	17	,	,	PUNCT
american_scientific_journal-2534	105	18	a	a	DET
american_scientific_journal-2534	105	19	“	"	PUNCT
american_scientific_journal-2534	105	20	soft	soft	ADJ
american_scientific_journal-2534	105	21	”	"	PUNCT
american_scientific_journal-2534	105	22	normalization	normalization	NOUN
american_scientific_journal-2534	105	23	is	be	AUX
american_scientific_journal-2534	105	24	better	well	ADJ
american_scientific_journal-2534	105	25	,	,	PUNCT
american_scientific_journal-2534	105	26	as	as	SCONJ
american_scientific_journal-2534	105	27	mentioned	mention	VERB
american_scientific_journal-2534	105	28	american	american	ADJ
american_scientific_journal-2534	105	29	scientific	scientific	ADJ
american_scientific_journal-2534	105	30	research	research	PROPN
american_scientific_journal-2534	105	31	journal	journal	NOUN
american_scientific_journal-2534	105	32	for	for	ADP
american_scientific_journal-2534	105	33	engineering	engineering	NOUN
american_scientific_journal-2534	105	34	,	,	PUNCT
american_scientific_journal-2534	105	35	technology	technology	NOUN
american_scientific_journal-2534	105	36	,	,	PUNCT
american_scientific_journal-2534	105	37	and	and	CCONJ
american_scientific_journal-2534	105	38	sciences	science	NOUN
american_scientific_journal-2534	105	39	(	(	PUNCT
american_scientific_journal-2534	105	40	asrjets	asrjet	NOUN
american_scientific_journal-2534	105	41	)	)	PUNCT
american_scientific_journal-2534	105	42	(	(	PUNCT
american_scientific_journal-2534	105	43	2016	2016	NUM
american_scientific_journal-2534	105	44	)	)	PUNCT
american_scientific_journal-2534	105	45	volume	volume	NOUN
american_scientific_journal-2534	105	46	26	26	NUM
american_scientific_journal-2534	105	47	,	,	PUNCT
american_scientific_journal-2534	105	48	no	no	DET
american_scientific_journal-2534	105	49	3	3	NUM
american_scientific_journal-2534	105	50	,	,	PUNCT
american_scientific_journal-2534	105	51	pp	pp	ADV
american_scientific_journal-2534	105	52	317	317	NUM
american_scientific_journal-2534	105	53	-	-	SYM
american_scientific_journal-2534	105	54	334	334	NUM
american_scientific_journal-2534	105	55	322	322	NUM
american_scientific_journal-2534	105	56	before	before	ADV
american_scientific_journal-2534	105	57	.	.	PUNCT
american_scientific_journal-2534	106	1	these	these	PRON
american_scientific_journal-2534	106	2	normalized	normalize	VERB
american_scientific_journal-2534	106	3	vectors	vector	NOUN
american_scientific_journal-2534	106	4	are	be	AUX
american_scientific_journal-2534	106	5	sent	send	VERB
american_scientific_journal-2534	106	6	to	to	PART
american_scientific_journal-2534	106	7	“	"	PUNCT
american_scientific_journal-2534	106	8	libsvm	libsvm	VERB
american_scientific_journal-2534	106	9	”	"	PUNCT
american_scientific_journal-2534	106	10	for	for	ADP
american_scientific_journal-2534	106	11	training	training	NOUN
american_scientific_journal-2534	106	12	.	.	PUNCT
american_scientific_journal-2534	107	1	during	during	ADP
american_scientific_journal-2534	107	2	testing	testing	NOUN
american_scientific_journal-2534	107	3	,	,	PUNCT
american_scientific_journal-2534	107	4	it	it	PRON
american_scientific_journal-2534	107	5	is	be	AUX
american_scientific_journal-2534	107	6	important	important	ADJ
american_scientific_journal-2534	107	7	to	to	PART
american_scientific_journal-2534	107	8	construct	construct	VERB
american_scientific_journal-2534	107	9	the	the	DET
american_scientific_journal-2534	107	10	test	test	NOUN
american_scientific_journal-2534	107	11	feature	feature	NOUN
american_scientific_journal-2534	107	12	vectors	vector	NOUN
american_scientific_journal-2534	107	13	in	in	ADP
american_scientific_journal-2534	107	14	exactly	exactly	ADV
american_scientific_journal-2534	107	15	the	the	DET
american_scientific_journal-2534	107	16	same	same	ADJ
american_scientific_journal-2534	107	17	way	way	NOUN
american_scientific_journal-2534	107	18	.	.	PUNCT
american_scientific_journal-2534	108	1	𝐹𝐹𝑁𝑁𝐹𝐹𝑁𝑁𝐹𝐹𝑁𝑁𝐹𝐹𝑁𝑁𝑒𝑒𝑑𝑑	𝐹𝐹𝑁𝑁𝐹𝐹𝑁𝑁𝐹𝐹𝑁𝑁𝐹𝐹𝑁𝑁𝑒𝑒𝑑𝑑	PRON
american_scientific_journal-2534	108	2	𝐹𝐹𝐹𝐹	𝐹𝐹𝐹𝐹	NUM
american_scientific_journal-2534	109	1	=	=	PUNCT
american_scientific_journal-2534	109	2	𝐹𝐹𝐹𝐹𝑖𝑖	𝐹𝐹𝐹𝐹𝑖𝑖	PROPN
american_scientific_journal-2534	109	3	−	−	NOUN
american_scientific_journal-2534	109	4	𝐹𝐹𝐹𝐹	𝐹𝐹𝐹𝐹	PROPN
american_scientific_journal-2534	109	5	�	�	PROPN
american_scientific_journal-2534	109	6	�	�	PROPN
american_scientific_journal-2534	109	7	�	�	PROPN
american_scientific_journal-2534	109	8	�	�	PROPN
american_scientific_journal-2534	109	9	2	2	NUM
american_scientific_journal-2534	109	10	∗	∗	NOUN
american_scientific_journal-2534	109	11	𝜎𝜎(𝐹𝐹𝐹𝐹	𝜎𝜎(𝐹𝐹𝐹𝐹	NOUN
american_scientific_journal-2534	109	12	)	)	PUNCT
american_scientific_journal-2534	109	13	equation	equation	NOUN
american_scientific_journal-2534	109	14	8	8	NUM
american_scientific_journal-2534	109	15	3.4	3.4	NUM
american_scientific_journal-2534	109	16	.	.	PUNCT
american_scientific_journal-2534	110	1	classifier	classifier	NOUN
american_scientific_journal-2534	110	2	training	train	VERB
american_scientific_journal-2534	110	3	the	the	DET
american_scientific_journal-2534	110	4	nature	nature	NOUN
american_scientific_journal-2534	110	5	of	of	ADP
american_scientific_journal-2534	110	6	this	this	DET
american_scientific_journal-2534	110	7	project	project	NOUN
american_scientific_journal-2534	110	8	is	be	AUX
american_scientific_journal-2534	110	9	based	base	VERB
american_scientific_journal-2534	110	10	on	on	ADP
american_scientific_journal-2534	110	11	a	a	DET
american_scientific_journal-2534	110	12	binary	binary	ADJ
american_scientific_journal-2534	110	13	decision	decision	NOUN
american_scientific_journal-2534	110	14	.	.	PUNCT
american_scientific_journal-2534	111	1	in	in	ADP
american_scientific_journal-2534	111	2	the	the	DET
american_scientific_journal-2534	111	3	near	near	ADJ
american_scientific_journal-2534	111	4	future	future	NOUN
american_scientific_journal-2534	111	5	,	,	PUNCT
american_scientific_journal-2534	111	6	the	the	DET
american_scientific_journal-2534	111	7	best	good	ADJ
american_scientific_journal-2534	111	8	classifier	classifier	NOUN
american_scientific_journal-2534	111	9	capable	capable	ADJ
american_scientific_journal-2534	111	10	of	of	ADP
american_scientific_journal-2534	111	11	returning	return	VERB
american_scientific_journal-2534	111	12	optimal	optimal	ADJ
american_scientific_journal-2534	111	13	results	result	NOUN
american_scientific_journal-2534	111	14	will	will	AUX
american_scientific_journal-2534	111	15	be	be	AUX
american_scientific_journal-2534	111	16	the	the	DET
american_scientific_journal-2534	111	17	svm	svm	PROPN
american_scientific_journal-2534	111	18	.	.	PROPN
american_scientific_journal-2534	112	1	as	as	SCONJ
american_scientific_journal-2534	112	2	mentioned	mention	VERB
american_scientific_journal-2534	112	3	before	before	ADV
american_scientific_journal-2534	112	4	,	,	PUNCT
american_scientific_journal-2534	112	5	a	a	DET
american_scientific_journal-2534	112	6	simple	simple	ADJ
american_scientific_journal-2534	112	7	linear	linear	ADJ
american_scientific_journal-2534	112	8	approach	approach	NOUN
american_scientific_journal-2534	112	9	that	that	PRON
american_scientific_journal-2534	112	10	is	be	AUX
american_scientific_journal-2534	112	11	applied	apply	VERB
american_scientific_journal-2534	112	12	to	to	ADP
american_scientific_journal-2534	112	13	data	datum	NOUN
american_scientific_journal-2534	112	14	in	in	ADP
american_scientific_journal-2534	112	15	a	a	DET
american_scientific_journal-2534	112	16	high	high	ADJ
american_scientific_journal-2534	112	17	dimensional	dimensional	ADJ
american_scientific_journal-2534	112	18	space	space	NOUN
american_scientific_journal-2534	112	19	is	be	AUX
american_scientific_journal-2534	112	20	rendering	render	VERB
american_scientific_journal-2534	112	21	svm	svm	ADJ
american_scientific_journal-2534	112	22	very	very	ADV
american_scientific_journal-2534	112	23	useful	useful	ADJ
american_scientific_journal-2534	112	24	[	[	X
american_scientific_journal-2534	112	25	8	8	NUM
american_scientific_journal-2534	112	26	]	]	PUNCT
american_scientific_journal-2534	112	27	.	.	PUNCT
american_scientific_journal-2534	113	1	several	several	ADJ
american_scientific_journal-2534	113	2	kernel	kernel	NOUN
american_scientific_journal-2534	113	3	functions	function	NOUN
american_scientific_journal-2534	113	4	can	can	AUX
american_scientific_journal-2534	113	5	be	be	AUX
american_scientific_journal-2534	113	6	used	use	VERB
american_scientific_journal-2534	113	7	in	in	ADP
american_scientific_journal-2534	113	8	svm	svm	PROPN
american_scientific_journal-2534	113	9	,	,	PUNCT
american_scientific_journal-2534	113	10	including	include	VERB
american_scientific_journal-2534	113	11	linear	linear	ADJ
american_scientific_journal-2534	113	12	,	,	PUNCT
american_scientific_journal-2534	113	13	quadratic	quadratic	ADJ
american_scientific_journal-2534	113	14	,	,	PUNCT
american_scientific_journal-2534	113	15	the	the	DET
american_scientific_journal-2534	113	16	gaussian	gaussian	ADJ
american_scientific_journal-2534	113	17	radial	radial	ADJ
american_scientific_journal-2534	113	18	basis	basis	NOUN
american_scientific_journal-2534	113	19	function	function	NOUN
american_scientific_journal-2534	113	20	,	,	PUNCT
american_scientific_journal-2534	113	21	which	which	PRON
american_scientific_journal-2534	113	22	is	be	AUX
american_scientific_journal-2534	113	23	called	call	VERB
american_scientific_journal-2534	113	24	rbf	rbf	PROPN
american_scientific_journal-2534	113	25	,	,	PUNCT
american_scientific_journal-2534	113	26	polynomial	polynomial	ADJ
american_scientific_journal-2534	113	27	,	,	PUNCT
american_scientific_journal-2534	113	28	etc	etc	X
american_scientific_journal-2534	113	29	.	.	X
american_scientific_journal-2534	113	30	two	two	NUM
american_scientific_journal-2534	113	31	popular	popular	ADJ
american_scientific_journal-2534	113	32	kernel	kernel	NOUN
american_scientific_journal-2534	113	33	functions	function	NOUN
american_scientific_journal-2534	113	34	were	be	AUX
american_scientific_journal-2534	113	35	used	use	VERB
american_scientific_journal-2534	113	36	in	in	ADP
american_scientific_journal-2534	113	37	this	this	DET
american_scientific_journal-2534	113	38	project	project	NOUN
american_scientific_journal-2534	113	39	:	:	PUNCT
american_scientific_journal-2534	113	40	“	"	PUNCT
american_scientific_journal-2534	113	41	linear	linear	ADJ
american_scientific_journal-2534	113	42	”	"	PUNCT
american_scientific_journal-2534	113	43	and	and	CCONJ
american_scientific_journal-2534	113	44	“	"	PUNCT
american_scientific_journal-2534	113	45	rbf	rbf	PROPN
american_scientific_journal-2534	113	46	,	,	PUNCT
american_scientific_journal-2534	113	47	”	"	PUNCT
american_scientific_journal-2534	113	48	respectively	respectively	ADV
american_scientific_journal-2534	113	49	.	.	PUNCT
american_scientific_journal-2534	114	1	the	the	DET
american_scientific_journal-2534	114	2	reason	reason	NOUN
american_scientific_journal-2534	114	3	these	these	DET
american_scientific_journal-2534	114	4	functions	function	NOUN
american_scientific_journal-2534	114	5	were	be	AUX
american_scientific_journal-2534	114	6	used	use	VERB
american_scientific_journal-2534	114	7	is	be	AUX
american_scientific_journal-2534	114	8	attributable	attributable	ADJ
american_scientific_journal-2534	114	9	to	to	ADP
american_scientific_journal-2534	114	10	their	their	PRON
american_scientific_journal-2534	114	11	strong	strong	ADJ
american_scientific_journal-2534	114	12	reputation	reputation	NOUN
american_scientific_journal-2534	114	13	in	in	ADP
american_scientific_journal-2534	114	14	related	related	ADJ
american_scientific_journal-2534	114	15	papers	paper	NOUN
american_scientific_journal-2534	114	16	.	.	PUNCT
american_scientific_journal-2534	115	1	it	it	PRON
american_scientific_journal-2534	115	2	should	should	AUX
american_scientific_journal-2534	115	3	be	be	AUX
american_scientific_journal-2534	115	4	noted	note	VERB
american_scientific_journal-2534	115	5	that	that	SCONJ
american_scientific_journal-2534	115	6	svm	svm	PROPN
american_scientific_journal-2534	115	7	requires	require	VERB
american_scientific_journal-2534	115	8	a	a	DET
american_scientific_journal-2534	115	9	lot	lot	NOUN
american_scientific_journal-2534	115	10	of	of	ADP
american_scientific_journal-2534	115	11	data	datum	NOUN
american_scientific_journal-2534	115	12	to	to	PART
american_scientific_journal-2534	115	13	be	be	AUX
american_scientific_journal-2534	115	14	well	well	ADV
american_scientific_journal-2534	115	15	trained	train	VERB
american_scientific_journal-2534	115	16	,	,	PUNCT
american_scientific_journal-2534	115	17	and	and	CCONJ
american_scientific_journal-2534	115	18	the	the	DET
american_scientific_journal-2534	115	19	more	more	ADJ
american_scientific_journal-2534	115	20	data	datum	NOUN
american_scientific_journal-2534	115	21	there	there	PRON
american_scientific_journal-2534	115	22	is	be	VERB
american_scientific_journal-2534	115	23	to	to	PART
american_scientific_journal-2534	115	24	train	train	VERB
american_scientific_journal-2534	115	25	,	,	PUNCT
american_scientific_journal-2534	115	26	the	the	PRON
american_scientific_journal-2534	115	27	more	more	ADV
american_scientific_journal-2534	115	28	trustable	trustable	ADJ
american_scientific_journal-2534	115	29	the	the	DET
american_scientific_journal-2534	115	30	results	result	NOUN
american_scientific_journal-2534	115	31	.	.	PUNCT
american_scientific_journal-2534	116	1	as	as	SCONJ
american_scientific_journal-2534	116	2	seen	see	VERB
american_scientific_journal-2534	116	3	in	in	ADP
american_scientific_journal-2534	116	4	the	the	DET
american_scientific_journal-2534	116	5	next	next	ADJ
american_scientific_journal-2534	116	6	chapter	chapter	NOUN
american_scientific_journal-2534	116	7	,	,	PUNCT
american_scientific_journal-2534	116	8	svm	svm	PROPN
american_scientific_journal-2534	116	9	was	be	AUX
american_scientific_journal-2534	116	10	trained	train	VERB
american_scientific_journal-2534	116	11	with	with	ADP
american_scientific_journal-2534	116	12	different	different	ADJ
american_scientific_journal-2534	116	13	amounts	amount	NOUN
american_scientific_journal-2534	116	14	of	of	ADP
american_scientific_journal-2534	116	15	data	datum	NOUN
american_scientific_journal-2534	116	16	(	(	PUNCT
american_scientific_journal-2534	116	17	200	200	NUM
american_scientific_journal-2534	116	18	and	and	CCONJ
american_scientific_journal-2534	116	19	460	460	NUM
american_scientific_journal-2534	116	20	)	)	PUNCT
american_scientific_journal-2534	116	21	and	and	CCONJ
american_scientific_journal-2534	116	22	was	be	AUX
american_scientific_journal-2534	116	23	tested	test	VERB
american_scientific_journal-2534	116	24	two	two	NUM
american_scientific_journal-2534	116	25	times	time	NOUN
american_scientific_journal-2534	116	26	using	use	VERB
american_scientific_journal-2534	116	27	100	100	NUM
american_scientific_journal-2534	116	28	black	black	ADJ
american_scientific_journal-2534	116	29	hair	hair	NOUN
american_scientific_journal-2534	116	30	images	image	NOUN
american_scientific_journal-2534	116	31	as	as	ADV
american_scientific_journal-2534	116	32	well	well	ADV
american_scientific_journal-2534	116	33	as	as	ADP
american_scientific_journal-2534	116	34	hair	hair	NOUN
american_scientific_journal-2534	116	35	images	image	NOUN
american_scientific_journal-2534	116	36	that	that	PRON
american_scientific_journal-2534	116	37	were	be	AUX
american_scientific_journal-2534	116	38	not	not	PART
american_scientific_journal-2534	116	39	black	black	ADJ
american_scientific_journal-2534	116	40	.	.	PUNCT
american_scientific_journal-2534	117	1	k	k	PROPN
american_scientific_journal-2534	117	2	–	–	PUNCT
american_scientific_journal-2534	117	3	nn	nn	PROPN
american_scientific_journal-2534	117	4	was	be	AUX
american_scientific_journal-2534	117	5	used	use	VERB
american_scientific_journal-2534	117	6	as	as	ADP
american_scientific_journal-2534	117	7	the	the	DET
american_scientific_journal-2534	117	8	second	second	ADJ
american_scientific_journal-2534	117	9	classifier	classifier	NOUN
american_scientific_journal-2534	117	10	,	,	PUNCT
american_scientific_journal-2534	117	11	and	and	CCONJ
american_scientific_journal-2534	117	12	as	as	SCONJ
american_scientific_journal-2534	117	13	described	describe	VERB
american_scientific_journal-2534	117	14	before	before	ADV
american_scientific_journal-2534	117	15	,	,	PUNCT
american_scientific_journal-2534	117	16	it	it	PRON
american_scientific_journal-2534	117	17	works	work	VERB
american_scientific_journal-2534	117	18	very	very	ADV
american_scientific_journal-2534	117	19	quickly	quickly	ADV
american_scientific_journal-2534	117	20	because	because	SCONJ
american_scientific_journal-2534	117	21	of	of	ADP
american_scientific_journal-2534	117	22	the	the	DET
american_scientific_journal-2534	117	23	simplicity	simplicity	NOUN
american_scientific_journal-2534	117	24	of	of	ADP
american_scientific_journal-2534	117	25	its	its	PRON
american_scientific_journal-2534	117	26	structure	structure	NOUN
american_scientific_journal-2534	117	27	.	.	PUNCT
american_scientific_journal-2534	118	1	the	the	DET
american_scientific_journal-2534	118	2	whole	whole	ADJ
american_scientific_journal-2534	118	3	procedure	procedure	NOUN
american_scientific_journal-2534	118	4	for	for	ADP
american_scientific_journal-2534	118	5	svm	svm	NOUN
american_scientific_journal-2534	118	6	was	be	AUX
american_scientific_journal-2534	118	7	implemented	implement	VERB
american_scientific_journal-2534	118	8	for	for	ADP
american_scientific_journal-2534	118	9	k	k	PROPN
american_scientific_journal-2534	118	10	–	–	PUNCT
american_scientific_journal-2534	118	11	nn	nn	PROPN
american_scientific_journal-2534	118	12	as	as	ADV
american_scientific_journal-2534	118	13	well	well	ADV
american_scientific_journal-2534	118	14	in	in	ADP
american_scientific_journal-2534	118	15	order	order	NOUN
american_scientific_journal-2534	118	16	to	to	PART
american_scientific_journal-2534	118	17	compare	compare	VERB
american_scientific_journal-2534	118	18	the	the	DET
american_scientific_journal-2534	118	19	classifiers	classifier	NOUN
american_scientific_journal-2534	118	20	.	.	PUNCT
american_scientific_journal-2534	119	1	3.5	3.5	NUM
american_scientific_journal-2534	119	2	.	.	PUNCT
american_scientific_journal-2534	119	3	training	training	NOUN
american_scientific_journal-2534	119	4	precision	precision	NOUN
american_scientific_journal-2534	119	5	,	,	PUNCT
american_scientific_journal-2534	119	6	recall	recall	NOUN
american_scientific_journal-2534	119	7	,	,	PUNCT
american_scientific_journal-2534	119	8	accuracy	accuracy	NOUN
american_scientific_journal-2534	119	9	standard	standard	ADJ
american_scientific_journal-2534	119	10	techniques	technique	NOUN
american_scientific_journal-2534	119	11	in	in	ADP
american_scientific_journal-2534	119	12	pattern	pattern	NOUN
american_scientific_journal-2534	119	13	recognition	recognition	NOUN
american_scientific_journal-2534	119	14	(	(	PUNCT
american_scientific_journal-2534	119	15	and	and	CCONJ
american_scientific_journal-2534	119	16	statistics	statistic	NOUN
american_scientific_journal-2534	119	17	)	)	PUNCT
american_scientific_journal-2534	119	18	were	be	AUX
american_scientific_journal-2534	119	19	employed	employ	VERB
american_scientific_journal-2534	119	20	to	to	PART
american_scientific_journal-2534	119	21	gauge	gauge	VERB
american_scientific_journal-2534	119	22	how	how	SCONJ
american_scientific_journal-2534	119	23	well	well	ADV
american_scientific_journal-2534	119	24	the	the	DET
american_scientific_journal-2534	119	25	designed	design	VERB
american_scientific_journal-2534	119	26	algorithm	algorithm	NOUN
american_scientific_journal-2534	119	27	works	work	VERB
american_scientific_journal-2534	119	28	,	,	PUNCT
american_scientific_journal-2534	119	29	as	as	ADV
american_scientific_journal-2534	119	30	well	well	ADV
american_scientific_journal-2534	119	31	as	as	ADP
american_scientific_journal-2534	119	32	its	its	PRON
american_scientific_journal-2534	119	33	rate	rate	NOUN
american_scientific_journal-2534	119	34	of	of	ADP
american_scientific_journal-2534	119	35	accuracy	accuracy	NOUN
american_scientific_journal-2534	119	36	.	.	PUNCT
american_scientific_journal-2534	120	1	“	"	PUNCT
american_scientific_journal-2534	120	2	for	for	ADP
american_scientific_journal-2534	120	3	classification	classification	NOUN
american_scientific_journal-2534	120	4	tasks	task	NOUN
american_scientific_journal-2534	120	5	,	,	PUNCT
american_scientific_journal-2534	120	6	the	the	DET
american_scientific_journal-2534	120	7	terms	term	NOUN
american_scientific_journal-2534	120	8	true	true	ADJ
american_scientific_journal-2534	120	9	positives	positive	NOUN
american_scientific_journal-2534	120	10	,	,	PUNCT
american_scientific_journal-2534	120	11	true	true	ADJ
american_scientific_journal-2534	120	12	negatives	negative	NOUN
american_scientific_journal-2534	120	13	,	,	PUNCT
american_scientific_journal-2534	120	14	false	false	ADJ
american_scientific_journal-2534	120	15	positives	positive	NOUN
american_scientific_journal-2534	120	16	,	,	PUNCT
american_scientific_journal-2534	120	17	and	and	CCONJ
american_scientific_journal-2534	120	18	false	false	ADJ
american_scientific_journal-2534	120	19	negatives	negative	NOUN
american_scientific_journal-2534	120	20	(	(	PUNCT
american_scientific_journal-2534	120	21	type	type	NOUN
american_scientific_journal-2534	120	22	i	i	PRON
american_scientific_journal-2534	120	23	and	and	CCONJ
american_scientific_journal-2534	120	24	type	type	NOUN
american_scientific_journal-2534	120	25	ii	ii	PROPN
american_scientific_journal-2534	120	26	errors	error	NOUN
american_scientific_journal-2534	120	27	)	)	PUNCT
american_scientific_journal-2534	120	28	compare	compare	VERB
american_scientific_journal-2534	120	29	the	the	DET
american_scientific_journal-2534	120	30	results	result	NOUN
american_scientific_journal-2534	120	31	of	of	ADP
american_scientific_journal-2534	120	32	the	the	DET
american_scientific_journal-2534	120	33	classifier	classifier	NOUN
american_scientific_journal-2534	120	34	under	under	ADP
american_scientific_journal-2534	120	35	test	test	NOUN
american_scientific_journal-2534	120	36	with	with	ADP
american_scientific_journal-2534	120	37	trusted	trust	VERB
american_scientific_journal-2534	120	38	external	external	ADJ
american_scientific_journal-2534	120	39	judgments	judgment	NOUN
american_scientific_journal-2534	120	40	.	.	PUNCT
american_scientific_journal-2534	121	1	in	in	ADP
american_scientific_journal-2534	121	2	this	this	DET
american_scientific_journal-2534	121	3	study	study	NOUN
american_scientific_journal-2534	121	4	,	,	PUNCT
american_scientific_journal-2534	121	5	the	the	DET
american_scientific_journal-2534	121	6	mentioned	mention	VERB
american_scientific_journal-2534	121	7	definitions	definition	NOUN
american_scientific_journal-2534	121	8	are	be	AUX
american_scientific_journal-2534	121	9	considered	consider	VERB
american_scientific_journal-2534	121	10	as	as	ADP
american_scientific_journal-2534	121	11	:	:	PUNCT
american_scientific_journal-2534	121	12	true	true	ADJ
american_scientific_journal-2534	121	13	positive	positive	ADJ
american_scientific_journal-2534	121	14	:	:	PUNCT
american_scientific_journal-2534	121	15	black	black	ADJ
american_scientific_journal-2534	121	16	hair	hair	NOUN
american_scientific_journal-2534	121	17	images	image	NOUN
american_scientific_journal-2534	121	18	which	which	PRON
american_scientific_journal-2534	121	19	are	be	AUX
american_scientific_journal-2534	121	20	detected	detect	VERB
american_scientific_journal-2534	121	21	as	as	ADP
american_scientific_journal-2534	121	22	black	black	ADJ
american_scientific_journal-2534	121	23	hair	hair	NOUN
american_scientific_journal-2534	121	24	images	image	NOUN
american_scientific_journal-2534	121	25	.	.	PUNCT
american_scientific_journal-2534	122	1	tp	tp	ADP
american_scientific_journal-2534	122	2	true	true	ADJ
american_scientific_journal-2534	122	3	negative	negative	ADJ
american_scientific_journal-2534	122	4	:	:	PUNCT
american_scientific_journal-2534	122	5	images	image	NOUN
american_scientific_journal-2534	122	6	that	that	PRON
american_scientific_journal-2534	122	7	are	be	AUX
american_scientific_journal-2534	122	8	not	not	PART
american_scientific_journal-2534	122	9	of	of	ADP
american_scientific_journal-2534	122	10	black	black	ADJ
american_scientific_journal-2534	122	11	hair	hair	NOUN
american_scientific_journal-2534	122	12	which	which	PRON
american_scientific_journal-2534	122	13	are	be	AUX
american_scientific_journal-2534	122	14	detected	detect	VERB
american_scientific_journal-2534	122	15	as	as	ADP
american_scientific_journal-2534	122	16	such	such	ADJ
american_scientific_journal-2534	122	17	.	.	PUNCT
american_scientific_journal-2534	123	1	tn	tn	PROPN
american_scientific_journal-2534	123	2	false	false	ADJ
american_scientific_journal-2534	123	3	positive	positive	ADJ
american_scientific_journal-2534	123	4	:	:	PUNCT
american_scientific_journal-2534	123	5	black	black	ADJ
american_scientific_journal-2534	123	6	hair	hair	NOUN
american_scientific_journal-2534	123	7	images	image	NOUN
american_scientific_journal-2534	123	8	which	which	PRON
american_scientific_journal-2534	123	9	are	be	AUX
american_scientific_journal-2534	123	10	not	not	PART
american_scientific_journal-2534	123	11	correctly	correctly	ADV
american_scientific_journal-2534	123	12	detected	detect	VERB
american_scientific_journal-2534	123	13	.	.	PUNCT
american_scientific_journal-2534	124	1	fp	fp	PRON
american_scientific_journal-2534	124	2	false	false	ADJ
american_scientific_journal-2534	124	3	negative	negative	ADJ
american_scientific_journal-2534	124	4	:	:	PUNCT
american_scientific_journal-2534	124	5	images	image	NOUN
american_scientific_journal-2534	124	6	that	that	PRON
american_scientific_journal-2534	124	7	are	be	AUX
american_scientific_journal-2534	124	8	not	not	PART
american_scientific_journal-2534	124	9	of	of	ADP
american_scientific_journal-2534	124	10	black	black	ADJ
american_scientific_journal-2534	124	11	hair	hair	NOUN
american_scientific_journal-2534	124	12	which	which	PRON
american_scientific_journal-2534	124	13	are	be	AUX
american_scientific_journal-2534	124	14	detected	detect	VERB
american_scientific_journal-2534	124	15	as	as	ADP
american_scientific_journal-2534	124	16	black	black	ADJ
american_scientific_journal-2534	124	17	hair	hair	NOUN
american_scientific_journal-2534	124	18	.	.	PUNCT
american_scientific_journal-2534	125	1	fn	fn	NOUN
american_scientific_journal-2534	125	2	𝑃𝑃𝐹𝐹𝑒𝑒𝑃𝑃𝐹𝐹𝑃𝑃𝐹𝐹𝑁𝑁𝐹𝐹	𝑃𝑃𝐹𝐹𝑒𝑒𝑃𝑃𝐹𝐹𝑃𝑃𝐹𝐹𝑁𝑁𝐹𝐹	PROPN
american_scientific_journal-2534	126	1	=	=	SYM
american_scientific_journal-2534	126	2	𝑇𝑇𝑃𝑃	𝑇𝑇𝑃𝑃	PROPN
american_scientific_journal-2534	126	3	𝑇𝑇𝑃𝑃	𝑇𝑇𝑃𝑃	PROPN
american_scientific_journal-2534	127	1	+	+	CCONJ
american_scientific_journal-2534	127	2	𝐹𝐹𝑃𝑃	𝐹𝐹𝑃𝑃	PROPN
american_scientific_journal-2534	127	3	𝑅𝑅𝑒𝑒𝑃𝑃𝐹𝐹𝑁𝑁𝑁𝑁	𝑅𝑅𝑒𝑒𝑃𝑃𝐹𝐹𝑁𝑁𝑁𝑁	PROPN
american_scientific_journal-2534	127	4	=	=	SYM
american_scientific_journal-2534	127	5	𝑇𝑇𝑃𝑃	𝑇𝑇𝑃𝑃	PROPN
american_scientific_journal-2534	127	6	𝑇𝑇𝑃𝑃	𝑇𝑇𝑃𝑃	PROPN
american_scientific_journal-2534	128	1	+	+	CCONJ
american_scientific_journal-2534	128	2	𝐹𝐹𝐹𝐹	𝐹𝐹𝐹𝐹	PROPN
american_scientific_journal-2534	128	3	𝐴𝐴𝑃𝑃𝑃𝑃𝐴𝐴𝐹𝐹𝐹𝐹𝑃𝑃𝑦𝑦	𝐴𝐴𝑃𝑃𝑃𝑃𝐴𝐴𝐹𝐹𝐹𝐹𝑃𝑃𝑦𝑦	PROPN
american_scientific_journal-2534	128	4	=	=	SYM
american_scientific_journal-2534	128	5	𝑇𝑇𝑃𝑃	𝑇𝑇𝑃𝑃	PROPN
american_scientific_journal-2534	129	1	+	+	CCONJ
american_scientific_journal-2534	129	2	𝑇𝑇𝐹𝐹	𝑇𝑇𝐹𝐹	PROPN
american_scientific_journal-2534	129	3	𝑇𝑇𝑃𝑃	𝑇𝑇𝑃𝑃	PROPN
american_scientific_journal-2534	129	4	+	+	CCONJ
american_scientific_journal-2534	130	1	𝑇𝑇𝐹𝐹	𝑇𝑇𝐹𝐹	PROPN
american_scientific_journal-2534	130	2	+	+	CCONJ
american_scientific_journal-2534	130	3	𝐹𝐹𝑃𝑃	𝐹𝐹𝑃𝑃	PROPN
american_scientific_journal-2534	130	4	+	+	CCONJ
american_scientific_journal-2534	130	5	𝐹𝐹𝐹𝐹	𝐹𝐹𝐹𝐹	PROPN
american_scientific_journal-2534	130	6	american	american	ADJ
american_scientific_journal-2534	130	7	scientific	scientific	ADJ
american_scientific_journal-2534	130	8	research	research	NOUN
american_scientific_journal-2534	130	9	journal	journal	NOUN
american_scientific_journal-2534	130	10	for	for	ADP
american_scientific_journal-2534	130	11	engineering	engineering	NOUN
american_scientific_journal-2534	130	12	,	,	PUNCT
american_scientific_journal-2534	130	13	technology	technology	NOUN
american_scientific_journal-2534	130	14	,	,	PUNCT
american_scientific_journal-2534	130	15	and	and	CCONJ
american_scientific_journal-2534	130	16	sciences	science	NOUN
american_scientific_journal-2534	130	17	(	(	PUNCT
american_scientific_journal-2534	130	18	asrjets	asrjet	NOUN
american_scientific_journal-2534	130	19	)	)	PUNCT
american_scientific_journal-2534	130	20	(	(	PUNCT
american_scientific_journal-2534	130	21	2016	2016	NUM
american_scientific_journal-2534	130	22	)	)	PUNCT
american_scientific_journal-2534	130	23	volume	volume	NOUN
american_scientific_journal-2534	130	24	26	26	NUM
american_scientific_journal-2534	130	25	,	,	PUNCT
american_scientific_journal-2534	130	26	no	no	DET
american_scientific_journal-2534	130	27	3	3	NUM
american_scientific_journal-2534	130	28	,	,	PUNCT
american_scientific_journal-2534	130	29	pp	pp	ADV
american_scientific_journal-2534	130	30	317	317	NUM
american_scientific_journal-2534	130	31	-	-	SYM
american_scientific_journal-2534	130	32	334	334	NUM
american_scientific_journal-2534	130	33	323	323	NUM
american_scientific_journal-2534	130	34	equation	equation	NOUN
american_scientific_journal-2534	130	35	9	9	NUM
american_scientific_journal-2534	130	36	the	the	DET
american_scientific_journal-2534	130	37	chart	chart	NOUN
american_scientific_journal-2534	130	38	diagram	diagram	NOUN
american_scientific_journal-2534	130	39	below	below	ADV
american_scientific_journal-2534	130	40	describes	describe	VERB
american_scientific_journal-2534	130	41	how	how	SCONJ
american_scientific_journal-2534	130	42	several	several	ADJ
american_scientific_journal-2534	130	43	steps	step	NOUN
american_scientific_journal-2534	130	44	of	of	ADP
american_scientific_journal-2534	130	45	this	this	DET
american_scientific_journal-2534	130	46	classification	classification	NOUN
american_scientific_journal-2534	130	47	work	work	NOUN
american_scientific_journal-2534	130	48	:	:	PUNCT
american_scientific_journal-2534	130	49	figure	figure	VERB
american_scientific_journal-2534	130	50	1	1	NUM
american_scientific_journal-2534	130	51	:	:	PUNCT
american_scientific_journal-2534	130	52	classification	classification	NOUN
american_scientific_journal-2534	130	53	pipeline	pipeline	NOUN
american_scientific_journal-2534	130	54	for	for	ADP
american_scientific_journal-2534	130	55	hair	hair	NOUN
american_scientific_journal-2534	130	56	color	color	NOUN
american_scientific_journal-2534	130	57	detection	detection	NOUN
american_scientific_journal-2534	130	58	4	4	NUM
american_scientific_journal-2534	130	59	.	.	PUNCT
american_scientific_journal-2534	130	60	results	result	VERB
american_scientific_journal-2534	130	61	different	different	ADJ
american_scientific_journal-2534	130	62	results	result	NOUN
american_scientific_journal-2534	130	63	based	base	VERB
american_scientific_journal-2534	130	64	on	on	ADP
american_scientific_journal-2534	130	65	varying	vary	VERB
american_scientific_journal-2534	130	66	parameters	parameter	NOUN
american_scientific_journal-2534	130	67	were	be	AUX
american_scientific_journal-2534	130	68	obtained	obtain	VERB
american_scientific_journal-2534	130	69	from	from	ADP
american_scientific_journal-2534	130	70	this	this	DET
american_scientific_journal-2534	130	71	experiment	experiment	NOUN
american_scientific_journal-2534	130	72	,	,	PUNCT
american_scientific_journal-2534	130	73	and	and	CCONJ
american_scientific_journal-2534	130	74	all	all	DET
american_scientific_journal-2534	130	75	results	result	NOUN
american_scientific_journal-2534	130	76	obtained	obtain	VERB
american_scientific_journal-2534	130	77	are	be	AUX
american_scientific_journal-2534	130	78	demonstrated	demonstrate	VERB
american_scientific_journal-2534	130	79	in	in	ADP
american_scientific_journal-2534	130	80	this	this	DET
american_scientific_journal-2534	130	81	report	report	NOUN
american_scientific_journal-2534	130	82	in	in	ADP
american_scientific_journal-2534	130	83	order	order	NOUN
american_scientific_journal-2534	130	84	to	to	PART
american_scientific_journal-2534	130	85	ensure	ensure	VERB
american_scientific_journal-2534	130	86	a	a	DET
american_scientific_journal-2534	130	87	complete	complete	ADJ
american_scientific_journal-2534	130	88	analysis	analysis	NOUN
american_scientific_journal-2534	130	89	.	.	PUNCT
american_scientific_journal-2534	131	1	some	some	DET
american_scientific_journal-2534	131	2	input	input	NOUN
american_scientific_journal-2534	131	3	parameters	parameter	NOUN
american_scientific_journal-2534	131	4	and	and	CCONJ
american_scientific_journal-2534	131	5	classifiers	classifier	NOUN
american_scientific_journal-2534	131	6	were	be	AUX
american_scientific_journal-2534	131	7	changed	change	VERB
american_scientific_journal-2534	131	8	,	,	PUNCT
american_scientific_journal-2534	131	9	including	include	VERB
american_scientific_journal-2534	131	10	number	number	NOUN
american_scientific_journal-2534	131	11	of	of	ADP
american_scientific_journal-2534	131	12	features	feature	NOUN
american_scientific_journal-2534	131	13	,	,	PUNCT
american_scientific_journal-2534	131	14	number	number	NOUN
american_scientific_journal-2534	131	15	of	of	ADP
american_scientific_journal-2534	131	16	data	datum	NOUN
american_scientific_journal-2534	131	17	,	,	PUNCT
american_scientific_journal-2534	131	18	using	use	VERB
american_scientific_journal-2534	131	19	the	the	DET
american_scientific_journal-2534	131	20	whole	whole	ADJ
american_scientific_journal-2534	131	21	and	and	CCONJ
american_scientific_journal-2534	131	22	one	one	NUM
american_scientific_journal-2534	131	23	-	-	PUNCT
american_scientific_journal-2534	131	24	fifth	fifth	NOUN
american_scientific_journal-2534	131	25	of	of	ADP
american_scientific_journal-2534	131	26	the	the	DET
american_scientific_journal-2534	131	27	top	top	NOUN
american_scientific_journal-2534	131	28	of	of	ADP
american_scientific_journal-2534	131	29	the	the	DET
american_scientific_journal-2534	131	30	image	image	NOUN
american_scientific_journal-2534	131	31	,	,	PUNCT
american_scientific_journal-2534	131	32	and	and	CCONJ
american_scientific_journal-2534	131	33	employing	employ	VERB
american_scientific_journal-2534	131	34	two	two	NUM
american_scientific_journal-2534	131	35	different	different	ADJ
american_scientific_journal-2534	131	36	classifiers	classifier	NOUN
american_scientific_journal-2534	131	37	.	.	PUNCT
american_scientific_journal-2534	132	1	4.1	4.1	NUM
american_scientific_journal-2534	132	2	.	.	PUNCT
american_scientific_journal-2534	132	3	dataset	dataset	VERB
american_scientific_journal-2534	132	4	two	two	NUM
american_scientific_journal-2534	132	5	different	different	ADJ
american_scientific_journal-2534	132	6	datasets	dataset	NOUN
american_scientific_journal-2534	132	7	comprised	comprise	VERB
american_scientific_journal-2534	132	8	of	of	ADP
american_scientific_journal-2534	132	9	200	200	NUM
american_scientific_journal-2534	132	10	and	and	CCONJ
american_scientific_journal-2534	132	11	460	460	NUM
american_scientific_journal-2534	132	12	images	image	NOUN
american_scientific_journal-2534	132	13	,	,	PUNCT
american_scientific_journal-2534	132	14	with	with	ADP
american_scientific_journal-2534	132	15	the	the	DET
american_scientific_journal-2534	132	16	first	first	ADJ
american_scientific_journal-2534	132	17	a	a	DET
american_scientific_journal-2534	132	18	subset	subset	NOUN
american_scientific_journal-2534	132	19	of	of	ADP
american_scientific_journal-2534	132	20	the	the	DET
american_scientific_journal-2534	132	21	second	second	ADJ
american_scientific_journal-2534	132	22	,	,	PUNCT
american_scientific_journal-2534	132	23	were	be	AUX
american_scientific_journal-2534	132	24	used	use	VERB
american_scientific_journal-2534	132	25	in	in	ADP
american_scientific_journal-2534	132	26	order	order	NOUN
american_scientific_journal-2534	132	27	to	to	PART
american_scientific_journal-2534	132	28	train	train	VERB
american_scientific_journal-2534	132	29	classifiers	classifier	NOUN
american_scientific_journal-2534	132	30	.	.	PUNCT
american_scientific_journal-2534	133	1	these	these	DET
american_scientific_journal-2534	133	2	two	two	NUM
american_scientific_journal-2534	133	3	datasets	dataset	NOUN
american_scientific_journal-2534	133	4	allowed	allow	VERB
american_scientific_journal-2534	133	5	for	for	ADP
american_scientific_journal-2534	133	6	an	an	DET
american_scientific_journal-2534	133	7	understanding	understanding	NOUN
american_scientific_journal-2534	133	8	of	of	ADP
american_scientific_journal-2534	133	9	the	the	DET
american_scientific_journal-2534	133	10	effect	effect	NOUN
american_scientific_journal-2534	133	11	of	of	ADP
american_scientific_journal-2534	133	12	the	the	DET
american_scientific_journal-2534	133	13	number	number	NOUN
american_scientific_journal-2534	133	14	of	of	ADP
american_scientific_journal-2534	133	15	data	datum	NOUN
american_scientific_journal-2534	133	16	on	on	ADP
american_scientific_journal-2534	133	17	a	a	DET
american_scientific_journal-2534	133	18	classifier	classifier	NOUN
american_scientific_journal-2534	133	19	’s	’s	PART
american_scientific_journal-2534	133	20	accuracy	accuracy	NOUN
american_scientific_journal-2534	133	21	.	.	PUNCT
american_scientific_journal-2534	134	1	figure	figure	NOUN
american_scientific_journal-2534	134	2	2	2	NUM
american_scientific_journal-2534	134	3	:	:	PUNCT
american_scientific_journal-2534	134	4	samples	sample	NOUN
american_scientific_journal-2534	134	5	of	of	ADP
american_scientific_journal-2534	134	6	dataset	dataset	NOUN
american_scientific_journal-2534	134	7	used	use	VERB
american_scientific_journal-2534	134	8	in	in	ADP
american_scientific_journal-2534	134	9	training	training	NOUN
american_scientific_journal-2534	134	10	as	as	SCONJ
american_scientific_journal-2534	134	11	black	black	ADJ
american_scientific_journal-2534	134	12	hair	hair	NOUN
american_scientific_journal-2534	134	13	images	image	VERB
american_scientific_journal-2534	134	14	american	american	ADJ
american_scientific_journal-2534	134	15	scientific	scientific	ADJ
american_scientific_journal-2534	134	16	research	research	NOUN
american_scientific_journal-2534	134	17	journal	journal	NOUN
american_scientific_journal-2534	134	18	for	for	ADP
american_scientific_journal-2534	134	19	engineering	engineering	NOUN
american_scientific_journal-2534	134	20	,	,	PUNCT
american_scientific_journal-2534	134	21	technology	technology	NOUN
american_scientific_journal-2534	134	22	,	,	PUNCT
american_scientific_journal-2534	134	23	and	and	CCONJ
american_scientific_journal-2534	134	24	sciences	science	NOUN
american_scientific_journal-2534	134	25	(	(	PUNCT
american_scientific_journal-2534	134	26	asrjets	asrjet	NOUN
american_scientific_journal-2534	134	27	)	)	PUNCT
american_scientific_journal-2534	134	28	(	(	PUNCT
american_scientific_journal-2534	134	29	2016	2016	NUM
american_scientific_journal-2534	134	30	)	)	PUNCT
american_scientific_journal-2534	134	31	volume	volume	NOUN
american_scientific_journal-2534	134	32	26	26	NUM
american_scientific_journal-2534	134	33	,	,	PUNCT
american_scientific_journal-2534	134	34	no	no	DET
american_scientific_journal-2534	134	35	3	3	NUM
american_scientific_journal-2534	134	36	,	,	PUNCT
american_scientific_journal-2534	134	37	pp	pp	ADJ
american_scientific_journal-2534	134	38	317	317	NUM
american_scientific_journal-2534	134	39	-	-	SYM
american_scientific_journal-2534	134	40	334	334	NUM
american_scientific_journal-2534	134	41	324	324	NUM
american_scientific_journal-2534	134	42	4.2	4.2	NUM
american_scientific_journal-2534	134	43	.	.	PUNCT
american_scientific_journal-2534	135	1	features	feature	VERB
american_scientific_journal-2534	135	2	a	a	DET
american_scientific_journal-2534	135	3	set	set	NOUN
american_scientific_journal-2534	135	4	of	of	ADP
american_scientific_journal-2534	135	5	18	18	NUM
american_scientific_journal-2534	135	6	features	feature	NOUN
american_scientific_journal-2534	135	7	explained	explain	VERB
american_scientific_journal-2534	135	8	in	in	ADP
american_scientific_journal-2534	135	9	table	table	NOUN
american_scientific_journal-2534	135	10	1	1	NUM
american_scientific_journal-2534	135	11	were	be	AUX
american_scientific_journal-2534	135	12	first	first	ADV
american_scientific_journal-2534	135	13	used	use	VERB
american_scientific_journal-2534	135	14	in	in	ADP
american_scientific_journal-2534	135	15	low	low	ADJ
american_scientific_journal-2534	135	16	-	-	PUNCT
american_scientific_journal-2534	135	17	level	level	NOUN
american_scientific_journal-2534	135	18	feature	feature	NOUN
american_scientific_journal-2534	135	19	extraction	extraction	NOUN
american_scientific_journal-2534	135	20	.	.	PUNCT
american_scientific_journal-2534	136	1	secondly	secondly	ADV
american_scientific_journal-2534	136	2	,	,	PUNCT
american_scientific_journal-2534	136	3	nine	nine	NUM
american_scientific_journal-2534	136	4	features	feature	NOUN
american_scientific_journal-2534	136	5	of	of	ADP
american_scientific_journal-2534	136	6	that	that	DET
american_scientific_journal-2534	136	7	set	set	NOUN
american_scientific_journal-2534	136	8	were	be	AUX
american_scientific_journal-2534	136	9	used	use	VERB
american_scientific_journal-2534	136	10	in	in	ADP
american_scientific_journal-2534	136	11	feature	feature	NOUN
american_scientific_journal-2534	136	12	extraction	extraction	NOUN
american_scientific_journal-2534	136	13	.	.	PUNCT
american_scientific_journal-2534	137	1	this	this	DET
american_scientific_journal-2534	137	2	change	change	NOUN
american_scientific_journal-2534	137	3	was	be	AUX
american_scientific_journal-2534	137	4	implemented	implement	VERB
american_scientific_journal-2534	137	5	to	to	PART
american_scientific_journal-2534	137	6	understand	understand	VERB
american_scientific_journal-2534	137	7	how	how	SCONJ
american_scientific_journal-2534	137	8	much	much	ADJ
american_scientific_journal-2534	137	9	all	all	DET
american_scientific_journal-2534	137	10	features	feature	NOUN
american_scientific_journal-2534	137	11	have	have	VERB
american_scientific_journal-2534	137	12	linear	linear	ADJ
american_scientific_journal-2534	137	13	independence	independence	NOUN
american_scientific_journal-2534	137	14	,	,	PUNCT
american_scientific_journal-2534	137	15	which	which	PRON
american_scientific_journal-2534	137	16	is	be	AUX
american_scientific_journal-2534	137	17	one	one	NUM
american_scientific_journal-2534	137	18	of	of	ADP
american_scientific_journal-2534	137	19	the	the	DET
american_scientific_journal-2534	137	20	most	most	ADV
american_scientific_journal-2534	137	21	important	important	ADJ
american_scientific_journal-2534	137	22	concepts	concept	NOUN
american_scientific_journal-2534	137	23	in	in	ADP
american_scientific_journal-2534	137	24	classifier	classifier	NOUN
american_scientific_journal-2534	137	25	training	training	NOUN
american_scientific_journal-2534	137	26	.	.	PUNCT
american_scientific_journal-2534	138	1	in	in	ADP
american_scientific_journal-2534	138	2	other	other	ADJ
american_scientific_journal-2534	138	3	words	word	NOUN
american_scientific_journal-2534	138	4	,	,	PUNCT
american_scientific_journal-2534	138	5	the	the	DET
american_scientific_journal-2534	138	6	features	feature	NOUN
american_scientific_journal-2534	138	7	must	must	AUX
american_scientific_journal-2534	138	8	be	be	AUX
american_scientific_journal-2534	138	9	independent	independent	ADJ
american_scientific_journal-2534	138	10	from	from	ADP
american_scientific_journal-2534	138	11	other	other	ADJ
american_scientific_journal-2534	138	12	features	feature	NOUN
american_scientific_journal-2534	138	13	.	.	PUNCT
american_scientific_journal-2534	139	1	4.3	4.3	NUM
american_scientific_journal-2534	139	2	.	.	PUNCT
american_scientific_journal-2534	139	3	images	image	NOUN
american_scientific_journal-2534	139	4	all	all	DET
american_scientific_journal-2534	139	5	features	feature	NOUN
american_scientific_journal-2534	139	6	in	in	ADP
american_scientific_journal-2534	139	7	the	the	DET
american_scientific_journal-2534	139	8	previous	previous	ADJ
american_scientific_journal-2534	139	9	steps	step	NOUN
american_scientific_journal-2534	139	10	were	be	AUX
american_scientific_journal-2534	139	11	applied	apply	VERB
american_scientific_journal-2534	139	12	to	to	ADP
american_scientific_journal-2534	139	13	the	the	DET
american_scientific_journal-2534	139	14	whole	whole	ADJ
american_scientific_journal-2534	139	15	image	image	NOUN
american_scientific_journal-2534	139	16	in	in	ADP
american_scientific_journal-2534	139	17	order	order	NOUN
american_scientific_journal-2534	139	18	to	to	PART
american_scientific_journal-2534	139	19	define	define	VERB
american_scientific_journal-2534	139	20	the	the	DET
american_scientific_journal-2534	139	21	suitability	suitability	NOUN
american_scientific_journal-2534	139	22	of	of	ADP
american_scientific_journal-2534	139	23	these	these	DET
american_scientific_journal-2534	139	24	features	feature	NOUN
american_scientific_journal-2534	139	25	.	.	PUNCT
american_scientific_journal-2534	140	1	to	to	PART
american_scientific_journal-2534	140	2	improve	improve	VERB
american_scientific_journal-2534	140	3	the	the	DET
american_scientific_journal-2534	140	4	result	result	NOUN
american_scientific_journal-2534	140	5	,	,	PUNCT
american_scientific_journal-2534	140	6	a	a	DET
american_scientific_journal-2534	140	7	suggestion	suggestion	NOUN
american_scientific_journal-2534	140	8	was	be	AUX
american_scientific_journal-2534	140	9	proposed	propose	VERB
american_scientific_journal-2534	140	10	.	.	PUNCT
american_scientific_journal-2534	141	1	because	because	SCONJ
american_scientific_journal-2534	141	2	hair	hair	NOUN
american_scientific_journal-2534	141	3	normally	normally	ADV
american_scientific_journal-2534	141	4	appears	appear	VERB
american_scientific_journal-2534	141	5	on	on	ADP
american_scientific_journal-2534	141	6	top	top	NOUN
american_scientific_journal-2534	141	7	of	of	ADP
american_scientific_journal-2534	141	8	an	an	DET
american_scientific_journal-2534	141	9	image	image	NOUN
american_scientific_journal-2534	141	10	,	,	PUNCT
american_scientific_journal-2534	141	11	feature	feature	NOUN
american_scientific_journal-2534	141	12	extraction	extraction	NOUN
american_scientific_journal-2534	141	13	was	be	AUX
american_scientific_journal-2534	141	14	done	do	VERB
american_scientific_journal-2534	141	15	on	on	ADP
american_scientific_journal-2534	141	16	one	one	NUM
american_scientific_journal-2534	141	17	-	-	PUNCT
american_scientific_journal-2534	141	18	fifth	fifth	NOUN
american_scientific_journal-2534	141	19	of	of	ADP
american_scientific_journal-2534	141	20	the	the	DET
american_scientific_journal-2534	141	21	top	top	NOUN
american_scientific_journal-2534	141	22	of	of	ADP
american_scientific_journal-2534	141	23	the	the	DET
american_scientific_journal-2534	141	24	image	image	NOUN
american_scientific_journal-2534	141	25	.	.	PUNCT
american_scientific_journal-2534	142	1	figure	figure	VERB
american_scientific_journal-2534	142	2	3	3	NUM
american_scientific_journal-2534	142	3	:	:	PUNCT
american_scientific_journal-2534	142	4	samples	sample	NOUN
american_scientific_journal-2534	142	5	of	of	ADP
american_scientific_journal-2534	142	6	dataset	dataset	NOUN
american_scientific_journal-2534	142	7	used	use	VERB
american_scientific_journal-2534	142	8	in	in	ADP
american_scientific_journal-2534	142	9	training	train	VERB
american_scientific_journal-2534	142	10	non	non	ADJ
american_scientific_journal-2534	142	11	-	-	ADJ
american_scientific_journal-2534	142	12	black	black	ADJ
american_scientific_journal-2534	142	13	hair	hair	NOUN
american_scientific_journal-2534	142	14	images	image	VERB
american_scientific_journal-2534	142	15	4.4	4.4	NUM
american_scientific_journal-2534	142	16	.	.	PUNCT
american_scientific_journal-2534	143	1	classifier	classifier	NOUN
american_scientific_journal-2534	143	2	svm	svm	PROPN
american_scientific_journal-2534	143	3	and	and	CCONJ
american_scientific_journal-2534	143	4	k	k	PROPN
american_scientific_journal-2534	143	5	-	-	PUNCT
american_scientific_journal-2534	143	6	nn	nn	PROPN
american_scientific_journal-2534	143	7	were	be	AUX
american_scientific_journal-2534	143	8	used	use	VERB
american_scientific_journal-2534	143	9	as	as	ADP
american_scientific_journal-2534	143	10	classifiers	classifier	NOUN
american_scientific_journal-2534	143	11	,	,	PUNCT
american_scientific_journal-2534	143	12	and	and	CCONJ
american_scientific_journal-2534	143	13	a	a	DET
american_scientific_journal-2534	143	14	comparison	comparison	NOUN
american_scientific_journal-2534	143	15	between	between	ADP
american_scientific_journal-2534	143	16	results	result	NOUN
american_scientific_journal-2534	143	17	demonstrates	demonstrate	VERB
american_scientific_journal-2534	143	18	their	their	PRON
american_scientific_journal-2534	143	19	robustness	robustness	NOUN
american_scientific_journal-2534	143	20	as	as	ADV
american_scientific_journal-2534	143	21	well	well	ADV
american_scientific_journal-2534	143	22	as	as	ADP
american_scientific_journal-2534	143	23	their	their	PRON
american_scientific_journal-2534	143	24	speed	speed	NOUN
american_scientific_journal-2534	143	25	.	.	PUNCT
american_scientific_journal-2534	144	1	in	in	ADP
american_scientific_journal-2534	144	2	svm	svm	PROPN
american_scientific_journal-2534	144	3	classifier	classifier	NOUN
american_scientific_journal-2534	144	4	,	,	PUNCT
american_scientific_journal-2534	144	5	two	two	NUM
american_scientific_journal-2534	144	6	different	different	ADJ
american_scientific_journal-2534	144	7	kernel	kernel	NOUN
american_scientific_journal-2534	144	8	functions	function	NOUN
american_scientific_journal-2534	144	9	,	,	PUNCT
american_scientific_journal-2534	144	10	linear	linear	PROPN
american_scientific_journal-2534	144	11	and	and	CCONJ
american_scientific_journal-2534	144	12	rbf	rbf	PROPN
american_scientific_journal-2534	144	13	with	with	ADP
american_scientific_journal-2534	144	14	sigma	sigma	NOUN
american_scientific_journal-2534	144	15	=	=	SYM
american_scientific_journal-2534	144	16	1	1	NUM
american_scientific_journal-2534	144	17	,	,	PUNCT
american_scientific_journal-2534	144	18	were	be	AUX
american_scientific_journal-2534	144	19	employed	employ	VERB
american_scientific_journal-2534	144	20	;	;	PUNCT
american_scientific_journal-2534	144	21	however	however	ADV
american_scientific_journal-2534	144	22	,	,	PUNCT
american_scientific_journal-2534	144	23	all	all	DET
american_scientific_journal-2534	144	24	results	result	NOUN
american_scientific_journal-2534	144	25	generated	generate	VERB
american_scientific_journal-2534	144	26	by	by	ADP
american_scientific_journal-2534	144	27	the	the	DET
american_scientific_journal-2534	144	28	rbf	rbf	PROPN
american_scientific_journal-2534	144	29	function	function	NOUN
american_scientific_journal-2534	144	30	were	be	AUX
american_scientific_journal-2534	144	31	invalid	invalid	ADJ
american_scientific_journal-2534	144	32	.	.	PUNCT
american_scientific_journal-2534	145	1	in	in	ADP
american_scientific_journal-2534	145	2	total	total	ADJ
american_scientific_journal-2534	145	3	,	,	PUNCT
american_scientific_journal-2534	145	4	training	training	NOUN
american_scientific_journal-2534	145	5	of	of	ADP
american_scientific_journal-2534	145	6	classifiers	classifier	NOUN
american_scientific_journal-2534	145	7	was	be	AUX
american_scientific_journal-2534	145	8	repeated	repeat	VERB
american_scientific_journal-2534	145	9	16	16	NUM
american_scientific_journal-2534	145	10	times	time	NOUN
american_scientific_journal-2534	145	11	,	,	PUNCT
american_scientific_journal-2534	145	12	and	and	CCONJ
american_scientific_journal-2534	145	13	different	different	ADJ
american_scientific_journal-2534	145	14	sets	set	NOUN
american_scientific_journal-2534	145	15	of	of	ADP
american_scientific_journal-2534	145	16	results	result	NOUN
american_scientific_journal-2534	145	17	were	be	AUX
american_scientific_journal-2534	145	18	obtained	obtain	VERB
american_scientific_journal-2534	145	19	,	,	PUNCT
american_scientific_journal-2534	145	20	including	include	VERB
american_scientific_journal-2534	145	21	precision	precision	NOUN
american_scientific_journal-2534	145	22	,	,	PUNCT
american_scientific_journal-2534	145	23	recall	recall	NOUN
american_scientific_journal-2534	145	24	,	,	PUNCT
american_scientific_journal-2534	145	25	accuracy	accuracy	NOUN
american_scientific_journal-2534	145	26	and	and	CCONJ
american_scientific_journal-2534	145	27	processing	processing	NOUN
american_scientific_journal-2534	145	28	time	time	NOUN
american_scientific_journal-2534	145	29	.	.	PUNCT
american_scientific_journal-2534	146	1	american	american	ADJ
american_scientific_journal-2534	146	2	scientific	scientific	ADJ
american_scientific_journal-2534	146	3	research	research	PROPN
american_scientific_journal-2534	146	4	journal	journal	NOUN
american_scientific_journal-2534	146	5	for	for	ADP
american_scientific_journal-2534	146	6	engineering	engineering	NOUN
american_scientific_journal-2534	146	7	,	,	PUNCT
american_scientific_journal-2534	146	8	technology	technology	NOUN
american_scientific_journal-2534	146	9	,	,	PUNCT
american_scientific_journal-2534	146	10	and	and	CCONJ
american_scientific_journal-2534	146	11	sciences	science	NOUN
american_scientific_journal-2534	146	12	(	(	PUNCT
american_scientific_journal-2534	146	13	asrjets	asrjet	NOUN
american_scientific_journal-2534	146	14	)	)	PUNCT
american_scientific_journal-2534	146	15	(	(	PUNCT
american_scientific_journal-2534	146	16	2016	2016	NUM
american_scientific_journal-2534	146	17	)	)	PUNCT
american_scientific_journal-2534	146	18	volume	volume	NOUN
american_scientific_journal-2534	146	19	26	26	NUM
american_scientific_journal-2534	146	20	,	,	PUNCT
american_scientific_journal-2534	146	21	no	no	DET
american_scientific_journal-2534	146	22	3	3	NUM
american_scientific_journal-2534	146	23	,	,	PUNCT
american_scientific_journal-2534	146	24	pp	pp	ADV
american_scientific_journal-2534	146	25	317	317	NUM
american_scientific_journal-2534	146	26	-	-	SYM
american_scientific_journal-2534	146	27	334	334	NUM
american_scientific_journal-2534	146	28	325	325	NUM
american_scientific_journal-2534	146	29	figure	figure	NOUN
american_scientific_journal-2534	146	30	4	4	NUM
american_scientific_journal-2534	146	31	:	:	PUNCT
american_scientific_journal-2534	146	32	the	the	DET
american_scientific_journal-2534	146	33	pipeline	pipeline	NOUN
american_scientific_journal-2534	146	34	above	above	ADV
american_scientific_journal-2534	146	35	shows	show	VERB
american_scientific_journal-2534	146	36	how	how	SCONJ
american_scientific_journal-2534	146	37	data	datum	NOUN
american_scientific_journal-2534	146	38	were	be	AUX
american_scientific_journal-2534	146	39	prepared	prepare	VERB
american_scientific_journal-2534	146	40	to	to	PART
american_scientific_journal-2534	146	41	train	train	VERB
american_scientific_journal-2534	146	42	svm	svm	NOUN
american_scientific_journal-2534	146	43	and	and	CCONJ
american_scientific_journal-2534	146	44	k	k	PROPN
american_scientific_journal-2534	146	45	-	-	PUNCT
american_scientific_journal-2534	146	46	nn	nn	ADJ
american_scientific_journal-2534	146	47	classifiers	classifier	NOUN
american_scientific_journal-2534	146	48	.	.	PUNCT
american_scientific_journal-2534	147	1	4.5	4.5	NUM
american_scientific_journal-2534	147	2	.	.	PUNCT
american_scientific_journal-2534	148	1	data	datum	NOUN
american_scientific_journal-2534	148	2	analysis	analysis	NOUN
american_scientific_journal-2534	148	3	all	all	DET
american_scientific_journal-2534	148	4	results	result	NOUN
american_scientific_journal-2534	148	5	categorized	categorize	VERB
american_scientific_journal-2534	148	6	by	by	ADP
american_scientific_journal-2534	148	7	the	the	DET
american_scientific_journal-2534	148	8	mentioned	mention	VERB
american_scientific_journal-2534	148	9	parameters	parameter	NOUN
american_scientific_journal-2534	148	10	are	be	AUX
american_scientific_journal-2534	148	11	displayed	display	VERB
american_scientific_journal-2534	148	12	in	in	ADP
american_scientific_journal-2534	148	13	table	table	NOUN
american_scientific_journal-2534	148	14	2	2	NUM
american_scientific_journal-2534	148	15	.	.	PUNCT
american_scientific_journal-2534	149	1	the	the	DET
american_scientific_journal-2534	149	2	results	result	NOUN
american_scientific_journal-2534	149	3	are	be	AUX
american_scientific_journal-2534	149	4	divided	divide	VERB
american_scientific_journal-2534	149	5	into	into	ADP
american_scientific_journal-2534	149	6	two	two	NUM
american_scientific_journal-2534	149	7	sets	set	NOUN
american_scientific_journal-2534	149	8	:	:	PUNCT
american_scientific_journal-2534	149	9	those	those	PRON
american_scientific_journal-2534	149	10	with	with	ADP
american_scientific_journal-2534	149	11	an	an	DET
american_scientific_journal-2534	149	12	acceptable	acceptable	ADJ
american_scientific_journal-2534	149	13	accuracy	accuracy	NOUN
american_scientific_journal-2534	149	14	rate	rate	NOUN
american_scientific_journal-2534	149	15	and	and	CCONJ
american_scientific_journal-2534	149	16	those	those	PRON
american_scientific_journal-2534	149	17	with	with	ADP
american_scientific_journal-2534	149	18	a	a	DET
american_scientific_journal-2534	149	19	lower	low	ADJ
american_scientific_journal-2534	149	20	than	than	ADP
american_scientific_journal-2534	149	21	acceptable	acceptable	ADJ
american_scientific_journal-2534	149	22	accuracy	accuracy	NOUN
american_scientific_journal-2534	149	23	rate	rate	NOUN
american_scientific_journal-2534	149	24	.	.	PUNCT
american_scientific_journal-2534	150	1	table	table	NOUN
american_scientific_journal-2534	150	2	2	2	NUM
american_scientific_journal-2534	150	3	:	:	PUNCT
american_scientific_journal-2534	150	4	the	the	DET
american_scientific_journal-2534	150	5	results	result	NOUN
american_scientific_journal-2534	150	6	are	be	AUX
american_scientific_journal-2534	150	7	shown	show	VERB
american_scientific_journal-2534	150	8	below	below	ADP
american_scientific_journal-2534	150	9	for	for	ADP
american_scientific_journal-2534	150	10	different	different	ADJ
american_scientific_journal-2534	150	11	features	feature	NOUN
american_scientific_journal-2534	150	12	and	and	CCONJ
american_scientific_journal-2534	150	13	classifiers	classifier	NOUN
american_scientific_journal-2534	150	14	(	(	PUNCT
american_scientific_journal-2534	150	15	fv	fv	PROPN
american_scientific_journal-2534	150	16	stands	stand	VERB
american_scientific_journal-2534	150	17	for	for	ADP
american_scientific_journal-2534	150	18	feature	feature	NOUN
american_scientific_journal-2534	150	19	vector	vector	NOUN
american_scientific_journal-2534	150	20	image	image	NOUN
american_scientific_journal-2534	150	21	,	,	PUNCT
american_scientific_journal-2534	150	22	and	and	CCONJ
american_scientific_journal-2534	150	23	full	full	ADJ
american_scientific_journal-2534	150	24	means	mean	NOUN
american_scientific_journal-2534	150	25	all	all	DET
american_scientific_journal-2534	150	26	samples	sample	NOUN
american_scientific_journal-2534	150	27	were	be	AUX
american_scientific_journal-2534	150	28	used	use	VERB
american_scientific_journal-2534	150	29	)	)	PUNCT
american_scientific_journal-2534	150	30	.	.	PUNCT
american_scientific_journal-2534	151	1	no	no	INTJ
american_scientific_journal-2534	151	2	.	.	NOUN
american_scientific_journal-2534	151	3	1	1	NUM
american_scientific_journal-2534	152	1	no	no	NOUN
american_scientific_journal-2534	152	2	.	.	NOUN
american_scientific_journal-2534	152	3	2	2	NUM
american_scientific_journal-2534	152	4	fv	fv	NOUN
american_scientific_journal-2534	152	5	=	=	SYM
american_scientific_journal-2534	152	6	18	18	NUM
american_scientific_journal-2534	152	7	fv	fv	NOUN
american_scientific_journal-2534	152	8	=	=	SYM
american_scientific_journal-2534	152	9	18	18	NUM
american_scientific_journal-2534	152	10	image	image	NOUN
american_scientific_journal-2534	152	11	full	full	ADJ
american_scientific_journal-2534	152	12	image	image	NOUN
american_scientific_journal-2534	152	13	full	full	ADJ
american_scientific_journal-2534	152	14	data460	data460	PROPN
american_scientific_journal-2534	152	15	data200	data200	PROPN
american_scientific_journal-2534	152	16	function	function	NOUN
american_scientific_journal-2534	152	17	svm	svm	ADJ
american_scientific_journal-2534	152	18	linear	linear	PROPN
american_scientific_journal-2534	152	19	svm	svm	PROPN
american_scientific_journal-2534	152	20	rbf	rbf	PROPN
american_scientific_journal-2534	152	21	knn	knn	PROPN
american_scientific_journal-2534	152	22	function	function	PROPN
american_scientific_journal-2534	152	23	svm	svm	PROPN
american_scientific_journal-2534	152	24	linear	linear	PROPN
american_scientific_journal-2534	152	25	svm	svm	PROPN
american_scientific_journal-2534	152	26	rbf	rbf	PROPN
american_scientific_journal-2534	152	27	knn	knn	PROPN
american_scientific_journal-2534	152	28	precision	precision	PROPN
american_scientific_journal-2534	152	29	0.95	0.95	NUM
american_scientific_journal-2534	152	30	nan	nan	PROPN
american_scientific_journal-2534	152	31	0.74	0.74	NUM
american_scientific_journal-2534	152	32	precision	precision	NOUN
american_scientific_journal-2534	152	33	0.74	0.74	NUM
american_scientific_journal-2534	152	34	nan	nan	PROPN
american_scientific_journal-2534	152	35	0.68	0.68	NUM
american_scientific_journal-2534	152	36	recall	recall	VERB
american_scientific_journal-2534	152	37	0.959596	0.959596	NUM
american_scientific_journal-2534	152	38	nan	nan	PROPN
american_scientific_journal-2534	152	39	0.5873	0.5873	PROPN
american_scientific_journal-2534	152	40	recall	recall	VERB
american_scientific_journal-2534	152	41	0.601626	0.601626	NUM
american_scientific_journal-2534	152	42	nan	nan	NOUN
american_scientific_journal-2534	152	43	0.56667	0.56667	NUM
american_scientific_journal-2534	152	44	accuracy	accuracy	NOUN
american_scientific_journal-2534	152	45	0.955	0.955	NUM
american_scientific_journal-2534	152	46	nan	nan	NOUN
american_scientific_journal-2534	152	47	0.61	0.61	NUM
american_scientific_journal-2534	152	48	accuracy	accuracy	NOUN
american_scientific_journal-2534	152	49	0.625	0.625	NUM
american_scientific_journal-2534	152	50	nan	nan	NOUN
american_scientific_journal-2534	152	51	0.58	0.58	NUM
american_scientific_journal-2534	152	52	time	time	NOUN
american_scientific_journal-2534	152	53	15.302646	15.302646	NUM
american_scientific_journal-2534	152	54	36.90137	36.90137	NUM
american_scientific_journal-2534	152	55	40.7	40.7	NUM
american_scientific_journal-2534	152	56	time	time	NOUN
american_scientific_journal-2534	152	57	9.5130642	9.5130642	NUM
american_scientific_journal-2534	152	58	12.87481	12.87481	NUM
american_scientific_journal-2534	152	59	30.4234	30.4234	NUM
american_scientific_journal-2534	152	60	no	no	NOUN
american_scientific_journal-2534	152	61	.	.	NOUN
american_scientific_journal-2534	152	62	3	3	NUM
american_scientific_journal-2534	153	1	no	no	NOUN
american_scientific_journal-2534	153	2	.	.	NOUN
american_scientific_journal-2534	153	3	4	4	NUM
american_scientific_journal-2534	153	4	fv	fv	NOUN
american_scientific_journal-2534	153	5	=	=	SYM
american_scientific_journal-2534	153	6	18	18	NUM
american_scientific_journal-2534	153	7	fv	fv	NOUN
american_scientific_journal-2534	153	8	=	=	SYM
american_scientific_journal-2534	153	9	18	18	NUM
american_scientific_journal-2534	153	10	image	image	NOUN
american_scientific_journal-2534	153	11	1/5	1/5	NUM
american_scientific_journal-2534	153	12	image	image	NOUN
american_scientific_journal-2534	153	13	1/5	1/5	NUM
american_scientific_journal-2534	153	14	data460	data460	PROPN
american_scientific_journal-2534	153	15	data200	data200	PROPN
american_scientific_journal-2534	153	16	function	function	NOUN
american_scientific_journal-2534	153	17	svm	svm	ADJ
american_scientific_journal-2534	153	18	linear	linear	PROPN
american_scientific_journal-2534	153	19	svm	svm	PROPN
american_scientific_journal-2534	153	20	rbf	rbf	PROPN
american_scientific_journal-2534	153	21	knn	knn	PROPN
american_scientific_journal-2534	153	22	function	function	PROPN
american_scientific_journal-2534	153	23	svm	svm	PROPN
american_scientific_journal-2534	153	24	linear	linear	PROPN
american_scientific_journal-2534	153	25	svm	svm	PROPN
american_scientific_journal-2534	153	26	rbf	rbf	PROPN
american_scientific_journal-2534	153	27	knn	knn	PROPN
american_scientific_journal-2534	153	28	precision	precision	PROPN
american_scientific_journal-2534	153	29	0.96	0.96	NUM
american_scientific_journal-2534	153	30	nan	nan	PROPN
american_scientific_journal-2534	153	31	0.74	0.74	NUM
american_scientific_journal-2534	153	32	precision	precision	NOUN
american_scientific_journal-2534	153	33	0.74	0.74	NUM
american_scientific_journal-2534	153	34	nan	nan	PROPN
american_scientific_journal-2534	153	35	0.68	0.68	NUM
american_scientific_journal-2534	153	36	recall	recall	NOUN
american_scientific_journal-2534	153	37	0.96	0.96	NUM
american_scientific_journal-2534	153	38	nan	nan	PROPN
american_scientific_journal-2534	153	39	0.5873	0.5873	PROPN
american_scientific_journal-2534	153	40	recall	recall	VERB
american_scientific_journal-2534	153	41	0.601626	0.601626	NUM
american_scientific_journal-2534	153	42	nan	nan	NOUN
american_scientific_journal-2534	153	43	0.56667	0.56667	NUM
american_scientific_journal-2534	153	44	accuracy	accuracy	NOUN
american_scientific_journal-2534	153	45	0.96	0.96	NUM
american_scientific_journal-2534	153	46	nan	nan	NOUN
american_scientific_journal-2534	153	47	0.61	0.61	NUM
american_scientific_journal-2534	153	48	accuracy	accuracy	NOUN
american_scientific_journal-2534	153	49	0.625	0.625	NUM
american_scientific_journal-2534	153	50	nan	nan	NOUN
american_scientific_journal-2534	153	51	0.58	0.58	NUM
american_scientific_journal-2534	153	52	time	time	NOUN
american_scientific_journal-2534	153	53	6.9152566	6.9152566	NUM
american_scientific_journal-2534	153	54	7.213724	7.213724	NUM
american_scientific_journal-2534	153	55	13.7323	13.7323	NUM
american_scientific_journal-2534	153	56	time	time	NOUN
american_scientific_journal-2534	153	57	3.0438873	3.0438873	NUM
american_scientific_journal-2534	153	58	2.779685	2.779685	NUM
american_scientific_journal-2534	153	59	5.68711	5.68711	NUM
american_scientific_journal-2534	153	60	american	american	ADJ
american_scientific_journal-2534	153	61	scientific	scientific	ADJ
american_scientific_journal-2534	153	62	research	research	NOUN
american_scientific_journal-2534	153	63	journal	journal	NOUN
american_scientific_journal-2534	153	64	for	for	ADP
american_scientific_journal-2534	153	65	engineering	engineering	NOUN
american_scientific_journal-2534	153	66	,	,	PUNCT
american_scientific_journal-2534	153	67	technology	technology	NOUN
american_scientific_journal-2534	153	68	,	,	PUNCT
american_scientific_journal-2534	153	69	and	and	CCONJ
american_scientific_journal-2534	153	70	sciences	science	NOUN
american_scientific_journal-2534	153	71	(	(	PUNCT
american_scientific_journal-2534	153	72	asrjets	asrjet	NOUN
american_scientific_journal-2534	153	73	)	)	PUNCT
american_scientific_journal-2534	153	74	(	(	PUNCT
american_scientific_journal-2534	153	75	2016	2016	NUM
american_scientific_journal-2534	153	76	)	)	PUNCT
american_scientific_journal-2534	153	77	volume	volume	NOUN
american_scientific_journal-2534	153	78	26	26	NUM
american_scientific_journal-2534	153	79	,	,	PUNCT
american_scientific_journal-2534	153	80	no	no	DET
american_scientific_journal-2534	153	81	3	3	NUM
american_scientific_journal-2534	153	82	,	,	PUNCT
american_scientific_journal-2534	153	83	pp	pp	ADJ
american_scientific_journal-2534	153	84	317	317	NUM
american_scientific_journal-2534	153	85	-	-	SYM
american_scientific_journal-2534	153	86	334	334	NUM
american_scientific_journal-2534	153	87	326	326	NUM
american_scientific_journal-2534	153	88	no	no	NOUN
american_scientific_journal-2534	153	89	.	.	NOUN
american_scientific_journal-2534	153	90	5	5	NUM
american_scientific_journal-2534	154	1	no	no	NOUN
american_scientific_journal-2534	154	2	.	.	NOUN
american_scientific_journal-2534	154	3	6	6	NUM
american_scientific_journal-2534	154	4	fv	fv	NOUN
american_scientific_journal-2534	154	5	=	=	SYM
american_scientific_journal-2534	154	6	9	9	NUM
american_scientific_journal-2534	154	7	fv	fv	NOUN
american_scientific_journal-2534	154	8	=	=	SYM
american_scientific_journal-2534	154	9	9	9	NUM
american_scientific_journal-2534	154	10	image	image	NOUN
american_scientific_journal-2534	154	11	full	full	ADJ
american_scientific_journal-2534	154	12	image	image	NOUN
american_scientific_journal-2534	154	13	full	full	ADJ
american_scientific_journal-2534	154	14	data460	data460	PROPN
american_scientific_journal-2534	154	15	data200	data200	PROPN
american_scientific_journal-2534	154	16	function	function	NOUN
american_scientific_journal-2534	154	17	svm	svm	ADJ
american_scientific_journal-2534	154	18	linear	linear	PROPN
american_scientific_journal-2534	154	19	svm	svm	PROPN
american_scientific_journal-2534	154	20	rbf	rbf	PROPN
american_scientific_journal-2534	154	21	knn	knn	PROPN
american_scientific_journal-2534	154	22	function	function	PROPN
american_scientific_journal-2534	154	23	svm	svm	PROPN
american_scientific_journal-2534	154	24	linear	linear	PROPN
american_scientific_journal-2534	154	25	svm	svm	PROPN
american_scientific_journal-2534	154	26	rbf	rbf	PROPN
american_scientific_journal-2534	154	27	knn	knn	PROPN
american_scientific_journal-2534	154	28	precision	precision	PROPN
american_scientific_journal-2534	154	29	0.99	0.99	NUM
american_scientific_journal-2534	154	30	nan	nan	NOUN
american_scientific_journal-2534	154	31	0.75	0.75	NUM
american_scientific_journal-2534	154	32	precision	precision	NOUN
american_scientific_journal-2534	154	33	0.6	0.6	NUM
american_scientific_journal-2534	154	34	nan	nan	NOUN
american_scientific_journal-2534	154	35	0.66	0.66	NUM
american_scientific_journal-2534	154	36	recall	recall	NOUN
american_scientific_journal-2534	154	37	0.9519231	0.9519231	NUM
american_scientific_journal-2534	154	38	nan	nan	NOUN
american_scientific_journal-2534	154	39	0.5814	0.5814	NUM
american_scientific_journal-2534	154	40	recall	recall	VERB
american_scientific_journal-2534	154	41	0.5454546	0.5454546	NUM
american_scientific_journal-2534	154	42	nan	nan	NOUN
american_scientific_journal-2534	154	43	0.5641	0.5641	NUM
american_scientific_journal-2534	154	44	accuracy	accuracy	NOUN
american_scientific_journal-2534	154	45	0.97	0.97	NUM
american_scientific_journal-2534	154	46	nan	nan	PROPN
american_scientific_journal-2534	154	47	0.605	0.605	NUM
american_scientific_journal-2534	154	48	accuracy	accuracy	NOUN
american_scientific_journal-2534	154	49	0.55	0.55	NUM
american_scientific_journal-2534	154	50	nan	nan	NOUN
american_scientific_journal-2534	154	51	0.575	0.575	NUM
american_scientific_journal-2534	154	52	time	time	NOUN
american_scientific_journal-2534	154	53	13.466941	13.466941	NUM
american_scientific_journal-2534	154	54	15.21303	15.21303	NUM
american_scientific_journal-2534	154	55	31.7073	31.7073	NUM
american_scientific_journal-2534	154	56	time	time	NOUN
american_scientific_journal-2534	154	57	4.7497586	4.7497586	NUM
american_scientific_journal-2534	154	58	5.690107	5.690107	NUM
american_scientific_journal-2534	154	59	13.7967	13.7967	NUM
american_scientific_journal-2534	154	60	no	no	NOUN
american_scientific_journal-2534	154	61	.	.	PROPN
american_scientific_journal-2534	154	62	7	7	NUM
american_scientific_journal-2534	155	1	no	no	NOUN
american_scientific_journal-2534	155	2	.	.	NOUN
american_scientific_journal-2534	155	3	8	8	NUM
american_scientific_journal-2534	155	4	fv	fv	NOUN
american_scientific_journal-2534	155	5	=	=	SYM
american_scientific_journal-2534	155	6	9	9	NUM
american_scientific_journal-2534	155	7	fv	fv	NOUN
american_scientific_journal-2534	155	8	=	=	SYM
american_scientific_journal-2534	155	9	9	9	NUM
american_scientific_journal-2534	155	10	image	image	NOUN
american_scientific_journal-2534	155	11	1/5	1/5	NUM
american_scientific_journal-2534	155	12	image	image	NOUN
american_scientific_journal-2534	155	13	1/5	1/5	NUM
american_scientific_journal-2534	155	14	data460	data460	PROPN
american_scientific_journal-2534	155	15	data200	data200	PROPN
american_scientific_journal-2534	155	16	function	function	NOUN
american_scientific_journal-2534	155	17	svm	svm	ADJ
american_scientific_journal-2534	155	18	linear	linear	PROPN
american_scientific_journal-2534	155	19	svm	svm	PROPN
american_scientific_journal-2534	155	20	rbf	rbf	PROPN
american_scientific_journal-2534	155	21	knn	knn	PROPN
american_scientific_journal-2534	155	22	function	function	PROPN
american_scientific_journal-2534	155	23	svm	svm	PROPN
american_scientific_journal-2534	155	24	linear	linear	PROPN
american_scientific_journal-2534	155	25	svm	svm	PROPN
american_scientific_journal-2534	155	26	rbf	rbf	PROPN
american_scientific_journal-2534	155	27	knn	knn	PROPN
american_scientific_journal-2534	155	28	precision	precision	PROPN
american_scientific_journal-2534	155	29	0.99	0.99	NUM
american_scientific_journal-2534	155	30	nan	nan	NOUN
american_scientific_journal-2534	155	31	0.75	0.75	NUM
american_scientific_journal-2534	155	32	precision	precision	NOUN
american_scientific_journal-2534	155	33	0.6	0.6	NUM
american_scientific_journal-2534	155	34	nan	nan	NOUN
american_scientific_journal-2534	155	35	0.66	0.66	NUM
american_scientific_journal-2534	155	36	recall	recall	NOUN
american_scientific_journal-2534	155	37	0.9519231	0.9519231	NUM
american_scientific_journal-2534	155	38	nan	nan	NOUN
american_scientific_journal-2534	155	39	0.5814	0.5814	NUM
american_scientific_journal-2534	155	40	recall	recall	VERB
american_scientific_journal-2534	155	41	0.5454546	0.5454546	NUM
american_scientific_journal-2534	155	42	nan	nan	NOUN
american_scientific_journal-2534	155	43	0.5641	0.5641	NUM
american_scientific_journal-2534	155	44	accuracy	accuracy	NOUN
american_scientific_journal-2534	155	45	0.97	0.97	NUM
american_scientific_journal-2534	155	46	nan	nan	PROPN
american_scientific_journal-2534	155	47	0.605	0.605	NUM
american_scientific_journal-2534	155	48	accuracy	accuracy	NOUN
american_scientific_journal-2534	155	49	0.55	0.55	NUM
american_scientific_journal-2534	155	50	nan	nan	NOUN
american_scientific_journal-2534	155	51	0.575	0.575	NUM
american_scientific_journal-2534	155	52	time	time	NOUN
american_scientific_journal-2534	155	53	3.5236512	3.5236512	NUM
american_scientific_journal-2534	155	54	3.333086	3.333086	NUM
american_scientific_journal-2534	155	55	6.50528	6.50528	NUM
american_scientific_journal-2534	155	56	time	time	NOUN
american_scientific_journal-2534	155	57	1.8429846	1.8429846	NUM
american_scientific_journal-2534	155	58	1.762057	1.762057	NUM
american_scientific_journal-2534	155	59	3.38216	3.38216	NUM
american_scientific_journal-2534	155	60	the	the	DET
american_scientific_journal-2534	155	61	first	first	ADJ
american_scientific_journal-2534	155	62	logical	logical	ADJ
american_scientific_journal-2534	155	63	idea	idea	NOUN
american_scientific_journal-2534	155	64	regarding	regard	VERB
american_scientific_journal-2534	155	65	the	the	DET
american_scientific_journal-2534	155	66	number	number	NOUN
american_scientific_journal-2534	155	67	of	of	ADP
american_scientific_journal-2534	155	68	data	datum	NOUN
american_scientific_journal-2534	155	69	,	,	PUNCT
american_scientific_journal-2534	155	70	as	as	SCONJ
american_scientific_journal-2534	155	71	mentioned	mention	VERB
american_scientific_journal-2534	155	72	previously	previously	ADV
american_scientific_journal-2534	155	73	,	,	PUNCT
american_scientific_journal-2534	155	74	is	be	AUX
american_scientific_journal-2534	155	75	that	that	SCONJ
american_scientific_journal-2534	155	76	the	the	DET
american_scientific_journal-2534	155	77	more	more	ADJ
american_scientific_journal-2534	155	78	data	datum	NOUN
american_scientific_journal-2534	155	79	there	there	PRON
american_scientific_journal-2534	155	80	are	be	VERB
american_scientific_journal-2534	155	81	to	to	PART
american_scientific_journal-2534	155	82	train	train	VERB
american_scientific_journal-2534	155	83	the	the	DET
american_scientific_journal-2534	155	84	classifier	classifier	NOUN
american_scientific_journal-2534	155	85	,	,	PUNCT
american_scientific_journal-2534	155	86	the	the	DET
american_scientific_journal-2534	155	87	more	more	ADV
american_scientific_journal-2534	155	88	accurate	accurate	ADJ
american_scientific_journal-2534	155	89	and	and	CCONJ
american_scientific_journal-2534	155	90	reliable	reliable	VERB
american_scientific_journal-2534	155	91	the	the	DET
american_scientific_journal-2534	155	92	results	result	NOUN
american_scientific_journal-2534	155	93	.	.	PUNCT
american_scientific_journal-2534	156	1	in	in	ADP
american_scientific_journal-2534	156	2	this	this	DET
american_scientific_journal-2534	156	3	work	work	NOUN
american_scientific_journal-2534	156	4	,	,	PUNCT
american_scientific_journal-2534	156	5	the	the	DET
american_scientific_journal-2534	156	6	same	same	ADJ
american_scientific_journal-2534	156	7	result	result	NOUN
american_scientific_journal-2534	156	8	was	be	AUX
american_scientific_journal-2534	156	9	achieved	achieve	VERB
american_scientific_journal-2534	156	10	:	:	PUNCT
american_scientific_journal-2534	156	11	an	an	DET
american_scientific_journal-2534	156	12	increase	increase	NOUN
american_scientific_journal-2534	156	13	in	in	ADP
american_scientific_journal-2534	156	14	accuracy	accuracy	NOUN
american_scientific_journal-2534	156	15	followed	follow	VERB
american_scientific_journal-2534	156	16	an	an	DET
american_scientific_journal-2534	156	17	increase	increase	NOUN
american_scientific_journal-2534	156	18	in	in	ADP
american_scientific_journal-2534	156	19	the	the	DET
american_scientific_journal-2534	156	20	number	number	NOUN
american_scientific_journal-2534	156	21	of	of	ADP
american_scientific_journal-2534	156	22	data	datum	NOUN
american_scientific_journal-2534	156	23	.	.	PUNCT
american_scientific_journal-2534	157	1	when	when	SCONJ
american_scientific_journal-2534	157	2	460	460	NUM
american_scientific_journal-2534	157	3	data	datum	NOUN
american_scientific_journal-2534	157	4	were	be	AUX
american_scientific_journal-2534	157	5	used	use	VERB
american_scientific_journal-2534	157	6	,	,	PUNCT
american_scientific_journal-2534	157	7	highly	highly	ADV
american_scientific_journal-2534	157	8	acceptable	acceptable	ADJ
american_scientific_journal-2534	157	9	results	result	NOUN
american_scientific_journal-2534	157	10	in	in	ADP
american_scientific_journal-2534	157	11	terms	term	NOUN
american_scientific_journal-2534	157	12	of	of	ADP
american_scientific_journal-2534	157	13	svm	svm	ADJ
american_scientific_journal-2534	157	14	accuracy	accuracy	NOUN
american_scientific_journal-2534	157	15	were	be	AUX
american_scientific_journal-2534	157	16	obtained	obtain	VERB
american_scientific_journal-2534	157	17	.	.	PUNCT
american_scientific_journal-2534	158	1	conversely	conversely	ADV
american_scientific_journal-2534	158	2	,	,	PUNCT
american_scientific_journal-2534	158	3	when	when	SCONJ
american_scientific_journal-2534	158	4	less	less	ADJ
american_scientific_journal-2534	158	5	data	datum	NOUN
american_scientific_journal-2534	158	6	(	(	PUNCT
american_scientific_journal-2534	158	7	200	200	NUM
american_scientific_journal-2534	158	8	images	image	NOUN
american_scientific_journal-2534	158	9	)	)	PUNCT
american_scientific_journal-2534	158	10	were	be	AUX
american_scientific_journal-2534	158	11	used	use	VERB
american_scientific_journal-2534	158	12	to	to	PART
american_scientific_journal-2534	158	13	train	train	VERB
american_scientific_journal-2534	158	14	svm	svm	PROPN
american_scientific_journal-2534	158	15	,	,	PUNCT
american_scientific_journal-2534	158	16	less	less	ADV
american_scientific_journal-2534	158	17	accurate	accurate	ADJ
american_scientific_journal-2534	158	18	results	result	NOUN
american_scientific_journal-2534	158	19	were	be	AUX
american_scientific_journal-2534	158	20	achieved	achieve	VERB
american_scientific_journal-2534	158	21	.	.	PUNCT
american_scientific_journal-2534	159	1	since	since	SCONJ
american_scientific_journal-2534	159	2	strong	strong	ADJ
american_scientific_journal-2534	159	3	results	result	NOUN
american_scientific_journal-2534	159	4	were	be	AUX
american_scientific_journal-2534	159	5	achieved	achieve	VERB
american_scientific_journal-2534	159	6	with	with	ADP
american_scientific_journal-2534	159	7	460	460	NUM
american_scientific_journal-2534	159	8	data	datum	NOUN
american_scientific_journal-2534	159	9	in	in	ADP
american_scientific_journal-2534	159	10	both	both	DET
american_scientific_journal-2534	159	11	classifiers	classifier	NOUN
american_scientific_journal-2534	159	12	(	(	PUNCT
american_scientific_journal-2534	159	13	svm	svm	PROPN
american_scientific_journal-2534	159	14	and	and	CCONJ
american_scientific_journal-2534	159	15	k	k	PROPN
american_scientific_journal-2534	159	16	-	-	PUNCT
american_scientific_journal-2534	159	17	nn	nn	NOUN
american_scientific_journal-2534	159	18	)	)	PUNCT
american_scientific_journal-2534	159	19	,	,	PUNCT
american_scientific_journal-2534	159	20	this	this	PRON
american_scientific_journal-2534	159	21	may	may	AUX
american_scientific_journal-2534	159	22	well	well	ADV
american_scientific_journal-2534	159	23	verify	verify	VERB
american_scientific_journal-2534	159	24	the	the	DET
american_scientific_journal-2534	159	25	first	first	ADJ
american_scientific_journal-2534	159	26	dataset	dataset	NOUN
american_scientific_journal-2534	159	27	used	use	VERB
american_scientific_journal-2534	159	28	for	for	ADP
american_scientific_journal-2534	159	29	training	training	NOUN
american_scientific_journal-2534	159	30	.	.	PUNCT
american_scientific_journal-2534	160	1	because	because	SCONJ
american_scientific_journal-2534	160	2	a	a	DET
american_scientific_journal-2534	160	3	lower	low	ADJ
american_scientific_journal-2534	160	4	accuracy	accuracy	NOUN
american_scientific_journal-2534	160	5	rate	rate	NOUN
american_scientific_journal-2534	160	6	was	be	AUX
american_scientific_journal-2534	160	7	achieved	achieve	VERB
american_scientific_journal-2534	160	8	when	when	SCONJ
american_scientific_journal-2534	160	9	200	200	NUM
american_scientific_journal-2534	160	10	data	datum	NOUN
american_scientific_journal-2534	160	11	were	be	AUX
american_scientific_journal-2534	160	12	employed	employ	VERB
american_scientific_journal-2534	160	13	in	in	ADP
american_scientific_journal-2534	160	14	both	both	DET
american_scientific_journal-2534	160	15	classifiers	classifier	NOUN
american_scientific_journal-2534	160	16	,	,	PUNCT
american_scientific_journal-2534	160	17	it	it	PRON
american_scientific_journal-2534	160	18	could	could	AUX
american_scientific_journal-2534	160	19	justify	justify	VERB
american_scientific_journal-2534	160	20	the	the	DET
american_scientific_journal-2534	160	21	concept	concept	NOUN
american_scientific_journal-2534	160	22	above	above	ADV
american_scientific_journal-2534	160	23	.	.	PUNCT
american_scientific_journal-2534	161	1	as	as	SCONJ
american_scientific_journal-2534	161	2	is	be	AUX
american_scientific_journal-2534	161	3	well	well	ADV
american_scientific_journal-2534	161	4	-	-	PUNCT
american_scientific_journal-2534	161	5	known	know	VERB
american_scientific_journal-2534	161	6	in	in	ADP
american_scientific_journal-2534	161	7	pattern	pattern	NOUN
american_scientific_journal-2534	161	8	classification	classification	NOUN
american_scientific_journal-2534	161	9	,	,	PUNCT
american_scientific_journal-2534	161	10	the	the	DET
american_scientific_journal-2534	161	11	training	training	NOUN
american_scientific_journal-2534	161	12	data	datum	NOUN
american_scientific_journal-2534	161	13	must	must	AUX
american_scientific_journal-2534	161	14	be	be	AUX
american_scientific_journal-2534	161	15	shuffled	shuffle	VERB
american_scientific_journal-2534	161	16	to	to	PART
american_scientific_journal-2534	161	17	then	then	ADV
american_scientific_journal-2534	161	18	be	be	AUX
american_scientific_journal-2534	161	19	sent	send	VERB
american_scientific_journal-2534	161	20	for	for	ADP
american_scientific_journal-2534	161	21	training	training	NOUN
american_scientific_journal-2534	161	22	.	.	PUNCT
american_scientific_journal-2534	162	1	this	this	DET
american_scientific_journal-2534	162	2	procedure	procedure	NOUN
american_scientific_journal-2534	162	3	must	must	AUX
american_scientific_journal-2534	162	4	be	be	AUX
american_scientific_journal-2534	162	5	repeated	repeat	VERB
american_scientific_journal-2534	162	6	several	several	ADJ
american_scientific_journal-2534	162	7	times	time	NOUN
american_scientific_journal-2534	162	8	,	,	PUNCT
american_scientific_journal-2534	162	9	and	and	CCONJ
american_scientific_journal-2534	162	10	the	the	DET
american_scientific_journal-2534	162	11	best	well	ADV
american_scientific_journal-2534	162	12	trained	train	VERB
american_scientific_journal-2534	162	13	network	network	NOUN
american_scientific_journal-2534	162	14	(	(	PUNCT
american_scientific_journal-2534	162	15	svm	svm	VERB
american_scientific_journal-2534	162	16	in	in	ADP
american_scientific_journal-2534	162	17	this	this	DET
american_scientific_journal-2534	162	18	instance	instance	NOUN
american_scientific_journal-2534	162	19	)	)	PUNCT
american_scientific_journal-2534	162	20	could	could	AUX
american_scientific_journal-2534	162	21	be	be	AUX
american_scientific_journal-2534	162	22	used	use	VERB
american_scientific_journal-2534	162	23	as	as	ADP
american_scientific_journal-2534	162	24	the	the	DET
american_scientific_journal-2534	162	25	best	good	ADJ
american_scientific_journal-2534	162	26	one	one	NUM
american_scientific_journal-2534	162	27	(	(	PUNCT
american_scientific_journal-2534	162	28	all	all	DET
american_scientific_journal-2534	162	29	statements	statement	NOUN
american_scientific_journal-2534	162	30	are	be	AUX
american_scientific_journal-2534	162	31	valid	valid	ADJ
american_scientific_journal-2534	162	32	for	for	ADP
american_scientific_journal-2534	162	33	test	test	NOUN
american_scientific_journal-2534	162	34	data	datum	NOUN
american_scientific_journal-2534	162	35	as	as	ADV
american_scientific_journal-2534	162	36	well	well	ADV
american_scientific_journal-2534	162	37	)	)	PUNCT
american_scientific_journal-2534	162	38	.	.	PUNCT
american_scientific_journal-2534	163	1	furthermore	furthermore	ADV
american_scientific_journal-2534	163	2	,	,	PUNCT
american_scientific_journal-2534	163	3	the	the	DET
american_scientific_journal-2534	163	4	cross	cross	NOUN
american_scientific_journal-2534	163	5	validation	validation	NOUN
american_scientific_journal-2534	163	6	process	process	NOUN
american_scientific_journal-2534	163	7	used	use	VERB
american_scientific_journal-2534	163	8	to	to	PART
american_scientific_journal-2534	163	9	identify	identify	VERB
american_scientific_journal-2534	163	10	the	the	DET
american_scientific_journal-2534	163	11	most	most	ADV
american_scientific_journal-2534	163	12	trusted	trust	VERB
american_scientific_journal-2534	163	13	classifier	classifier	NOUN
american_scientific_journal-2534	163	14	must	must	AUX
american_scientific_journal-2534	163	15	be	be	AUX
american_scientific_journal-2534	163	16	experienced	experience	VERB
american_scientific_journal-2534	163	17	.	.	PUNCT
american_scientific_journal-2534	164	1	american	american	PROPN
american_scientific_journal-2534	164	2	scientific	scientific	ADJ
american_scientific_journal-2534	164	3	research	research	PROPN
american_scientific_journal-2534	164	4	journal	journal	NOUN
american_scientific_journal-2534	164	5	for	for	ADP
american_scientific_journal-2534	164	6	engineering	engineering	NOUN
american_scientific_journal-2534	164	7	,	,	PUNCT
american_scientific_journal-2534	164	8	technology	technology	NOUN
american_scientific_journal-2534	164	9	,	,	PUNCT
american_scientific_journal-2534	164	10	and	and	CCONJ
american_scientific_journal-2534	164	11	sciences	science	NOUN
american_scientific_journal-2534	164	12	(	(	PUNCT
american_scientific_journal-2534	164	13	asrjets	asrjet	NOUN
american_scientific_journal-2534	164	14	)	)	PUNCT
american_scientific_journal-2534	164	15	(	(	PUNCT
american_scientific_journal-2534	164	16	2016	2016	NUM
american_scientific_journal-2534	164	17	)	)	PUNCT
american_scientific_journal-2534	164	18	volume	volume	NOUN
american_scientific_journal-2534	164	19	26	26	NUM
american_scientific_journal-2534	164	20	,	,	PUNCT
american_scientific_journal-2534	164	21	no	no	DET
american_scientific_journal-2534	164	22	3	3	NUM
american_scientific_journal-2534	164	23	,	,	PUNCT
american_scientific_journal-2534	164	24	pp	pp	ADV
american_scientific_journal-2534	164	25	317	317	NUM
american_scientific_journal-2534	164	26	-	-	SYM
american_scientific_journal-2534	164	27	334	334	NUM
american_scientific_journal-2534	164	28	327	327	NUM
american_scientific_journal-2534	164	29	unfortunately	unfortunately	ADV
american_scientific_journal-2534	164	30	in	in	ADP
american_scientific_journal-2534	164	31	this	this	DET
american_scientific_journal-2534	164	32	work	work	NOUN
american_scientific_journal-2534	164	33	,	,	PUNCT
american_scientific_journal-2534	164	34	all	all	DET
american_scientific_journal-2534	164	35	data	datum	NOUN
american_scientific_journal-2534	164	36	were	be	AUX
american_scientific_journal-2534	164	37	shuffled	shuffle	VERB
american_scientific_journal-2534	164	38	once	once	ADV
american_scientific_journal-2534	164	39	,	,	PUNCT
american_scientific_journal-2534	164	40	and	and	CCONJ
american_scientific_journal-2534	164	41	no	no	DET
american_scientific_journal-2534	164	42	cross	cross	NOUN
american_scientific_journal-2534	164	43	validation	validation	NOUN
american_scientific_journal-2534	164	44	was	be	AUX
american_scientific_journal-2534	164	45	done	do	VERB
american_scientific_journal-2534	164	46	.	.	PUNCT
american_scientific_journal-2534	165	1	feature	feature	NOUN
american_scientific_journal-2534	165	2	extraction	extraction	NOUN
american_scientific_journal-2534	165	3	and	and	CCONJ
american_scientific_journal-2534	165	4	the	the	DET
american_scientific_journal-2534	165	5	training	training	NOUN
american_scientific_journal-2534	165	6	of	of	ADP
american_scientific_journal-2534	165	7	svm	svm	PROPN
american_scientific_journal-2534	165	8	and	and	CCONJ
american_scientific_journal-2534	165	9	k	k	PROPN
american_scientific_journal-2534	165	10	-	-	PUNCT
american_scientific_journal-2534	165	11	nn	nn	PROPN
american_scientific_journal-2534	165	12	classifiers	classifier	NOUN
american_scientific_journal-2534	165	13	took	take	VERB
american_scientific_journal-2534	165	14	a	a	DET
american_scientific_journal-2534	165	15	lot	lot	NOUN
american_scientific_journal-2534	165	16	of	of	ADP
american_scientific_journal-2534	165	17	time	time	NOUN
american_scientific_journal-2534	165	18	.	.	PUNCT
american_scientific_journal-2534	166	1	thus	thus	ADV
american_scientific_journal-2534	166	2	,	,	PUNCT
american_scientific_journal-2534	166	3	data	datum	NOUN
american_scientific_journal-2534	166	4	shuffling	shuffle	VERB
american_scientific_journal-2534	166	5	and	and	CCONJ
american_scientific_journal-2534	166	6	cross	cross	NOUN
american_scientific_journal-2534	166	7	validation	validation	NOUN
american_scientific_journal-2534	166	8	were	be	AUX
american_scientific_journal-2534	166	9	not	not	PART
american_scientific_journal-2534	166	10	done	do	VERB
american_scientific_journal-2534	166	11	because	because	SCONJ
american_scientific_journal-2534	166	12	of	of	ADP
american_scientific_journal-2534	166	13	time	time	NOUN
american_scientific_journal-2534	166	14	constraints	constraint	NOUN
american_scientific_journal-2534	166	15	.	.	PUNCT
american_scientific_journal-2534	167	1	in	in	ADP
american_scientific_journal-2534	167	2	future	future	ADJ
american_scientific_journal-2534	167	3	work	work	NOUN
american_scientific_journal-2534	167	4	,	,	PUNCT
american_scientific_journal-2534	167	5	it	it	PRON
american_scientific_journal-2534	167	6	may	may	AUX
american_scientific_journal-2534	167	7	be	be	AUX
american_scientific_journal-2534	167	8	possible	possible	ADJ
american_scientific_journal-2534	167	9	to	to	PART
american_scientific_journal-2534	167	10	carry	carry	VERB
american_scientific_journal-2534	167	11	out	out	ADP
american_scientific_journal-2534	167	12	all	all	DET
american_scientific_journal-2534	167	13	mentioned	mention	VERB
american_scientific_journal-2534	167	14	steps	step	NOUN
american_scientific_journal-2534	167	15	in	in	ADP
american_scientific_journal-2534	167	16	order	order	NOUN
american_scientific_journal-2534	167	17	to	to	PART
american_scientific_journal-2534	167	18	obtain	obtain	VERB
american_scientific_journal-2534	167	19	a	a	DET
american_scientific_journal-2534	167	20	more	more	ADV
american_scientific_journal-2534	167	21	trusted	trust	VERB
american_scientific_journal-2534	167	22	result	result	NOUN
american_scientific_journal-2534	167	23	.	.	PUNCT
american_scientific_journal-2534	168	1	another	another	DET
american_scientific_journal-2534	168	2	solution	solution	NOUN
american_scientific_journal-2534	168	3	to	to	PART
american_scientific_journal-2534	168	4	make	make	VERB
american_scientific_journal-2534	168	5	classifiers	classifier	NOUN
american_scientific_journal-2534	168	6	more	more	ADV
american_scientific_journal-2534	168	7	reliable	reliable	ADJ
american_scientific_journal-2534	168	8	is	be	AUX
american_scientific_journal-2534	168	9	to	to	PART
american_scientific_journal-2534	168	10	train	train	VERB
american_scientific_journal-2534	168	11	them	they	PRON
american_scientific_journal-2534	168	12	with	with	ADP
american_scientific_journal-2534	168	13	thousands	thousand	NOUN
american_scientific_journal-2534	168	14	of	of	ADP
american_scientific_journal-2534	168	15	data	datum	NOUN
american_scientific_journal-2534	168	16	derived	derive	VERB
american_scientific_journal-2534	168	17	from	from	ADP
american_scientific_journal-2534	168	18	different	different	ADJ
american_scientific_journal-2534	168	19	databases	database	NOUN
american_scientific_journal-2534	168	20	.	.	PUNCT
american_scientific_journal-2534	169	1	the	the	DET
american_scientific_journal-2534	169	2	more	more	ADJ
american_scientific_journal-2534	169	3	data	datum	NOUN
american_scientific_journal-2534	169	4	viewed	view	VERB
american_scientific_journal-2534	169	5	by	by	ADP
american_scientific_journal-2534	169	6	a	a	DET
american_scientific_journal-2534	169	7	classifier	classifier	NOUN
american_scientific_journal-2534	169	8	,	,	PUNCT
american_scientific_journal-2534	169	9	the	the	PRON
american_scientific_journal-2534	169	10	more	more	ADV
american_scientific_journal-2534	169	11	reliable	reliable	ADJ
american_scientific_journal-2534	169	12	the	the	DET
american_scientific_journal-2534	169	13	classifier	classifier	NOUN
american_scientific_journal-2534	169	14	will	will	AUX
american_scientific_journal-2534	169	15	be	be	AUX
american_scientific_journal-2534	169	16	.	.	PUNCT
american_scientific_journal-2534	170	1	however	however	ADV
american_scientific_journal-2534	170	2	,	,	PUNCT
american_scientific_journal-2534	170	3	it	it	PRON
american_scientific_journal-2534	170	4	should	should	AUX
american_scientific_journal-2534	170	5	be	be	AUX
american_scientific_journal-2534	170	6	noted	note	VERB
american_scientific_journal-2534	170	7	that	that	SCONJ
american_scientific_journal-2534	170	8	most	most	ADJ
american_scientific_journal-2534	170	9	classifiers	classifier	NOUN
american_scientific_journal-2534	170	10	could	could	AUX
american_scientific_journal-2534	170	11	not	not	PART
american_scientific_journal-2534	170	12	extrapolate	extrapolate	VERB
american_scientific_journal-2534	170	13	data	datum	NOUN
american_scientific_journal-2534	170	14	.	.	PUNCT
american_scientific_journal-2534	171	1	table	table	NOUN
american_scientific_journal-2534	171	2	3	3	NUM
american_scientific_journal-2534	171	3	:	:	PUNCT
american_scientific_journal-2534	171	4	accuracy	accuracy	NOUN
american_scientific_journal-2534	171	5	of	of	ADP
american_scientific_journal-2534	171	6	classifiers	classifier	NOUN
american_scientific_journal-2534	171	7	in	in	ADP
american_scientific_journal-2534	171	8	terms	term	NOUN
american_scientific_journal-2534	171	9	of	of	ADP
american_scientific_journal-2534	171	10	dataset	dataset	NOUN
american_scientific_journal-2534	171	11	and	and	CCONJ
american_scientific_journal-2534	171	12	classifiers	classifier	NOUN
american_scientific_journal-2534	171	13	svm	svm	VERB
american_scientific_journal-2534	171	14	460	460	NUM
american_scientific_journal-2534	171	15	svm	svm	PROPN
american_scientific_journal-2534	171	16	200	200	NUM
american_scientific_journal-2534	171	17	k	k	NOUN
american_scientific_journal-2534	171	18	-	-	PUNCT
american_scientific_journal-2534	171	19	nn	nn	PROPN
american_scientific_journal-2534	171	20	460	460	NUM
american_scientific_journal-2534	171	21	k	k	PROPN
american_scientific_journal-2534	171	22	-	-	PUNCT
american_scientific_journal-2534	171	23	nn	nn	PROPN
american_scientific_journal-2534	171	24	200	200	NUM
american_scientific_journal-2534	171	25	0.955	0.955	NUM
american_scientific_journal-2534	171	26	0.625	0.625	NUM
american_scientific_journal-2534	171	27	0.61	0.61	NUM
american_scientific_journal-2534	171	28	0.58	0.58	NUM
american_scientific_journal-2534	171	29	0.96	0.96	NUM
american_scientific_journal-2534	171	30	0.625	0.625	NUM
american_scientific_journal-2534	171	31	0.61	0.61	NUM
american_scientific_journal-2534	171	32	0.58	0.58	NUM
american_scientific_journal-2534	171	33	0.97	0.97	NUM
american_scientific_journal-2534	171	34	0.55	0.55	NUM
american_scientific_journal-2534	171	35	0.605	0.605	NUM
american_scientific_journal-2534	171	36	0.575	0.575	NUM
american_scientific_journal-2534	171	37	0.97	0.97	NUM
american_scientific_journal-2534	171	38	0.55	0.55	NUM
american_scientific_journal-2534	171	39	0.605	0.605	NUM
american_scientific_journal-2534	171	40	0.575	0.575	NUM
american_scientific_journal-2534	171	41	to	to	PART
american_scientific_journal-2534	171	42	sum	sum	VERB
american_scientific_journal-2534	171	43	up	up	ADP
american_scientific_journal-2534	171	44	,	,	PUNCT
american_scientific_journal-2534	171	45	both	both	DET
american_scientific_journal-2534	171	46	classifiers	classifier	NOUN
american_scientific_journal-2534	171	47	(	(	PUNCT
american_scientific_journal-2534	171	48	svm	svm	PROPN
american_scientific_journal-2534	171	49	and	and	CCONJ
american_scientific_journal-2534	171	50	k	k	PROPN
american_scientific_journal-2534	171	51	-	-	PUNCT
american_scientific_journal-2534	171	52	nn	nn	NOUN
american_scientific_journal-2534	171	53	)	)	PUNCT
american_scientific_journal-2534	171	54	showed	show	VERB
american_scientific_journal-2534	171	55	better	well	ADJ
american_scientific_journal-2534	171	56	results	result	NOUN
american_scientific_journal-2534	171	57	with	with	ADP
american_scientific_journal-2534	171	58	a	a	DET
american_scientific_journal-2534	171	59	larger	large	ADJ
american_scientific_journal-2534	171	60	training	training	NOUN
american_scientific_journal-2534	171	61	dataset	dataset	VERB
american_scientific_journal-2534	171	62	over	over	ADP
american_scientific_journal-2534	171	63	a	a	DET
american_scientific_journal-2534	171	64	smaller	small	ADJ
american_scientific_journal-2534	171	65	training	training	NOUN
american_scientific_journal-2534	171	66	dataset	dataset	NOUN
american_scientific_journal-2534	171	67	.	.	PUNCT
american_scientific_journal-2534	172	1	as	as	SCONJ
american_scientific_journal-2534	172	2	was	be	AUX
american_scientific_journal-2534	172	3	expected	expect	VERB
american_scientific_journal-2534	172	4	,	,	PUNCT
american_scientific_journal-2534	172	5	the	the	DET
american_scientific_journal-2534	172	6	results	result	NOUN
american_scientific_journal-2534	172	7	derived	derive	VERB
american_scientific_journal-2534	172	8	from	from	ADP
american_scientific_journal-2534	172	9	svm	svm	PROPN
american_scientific_journal-2534	172	10	were	be	AUX
american_scientific_journal-2534	172	11	more	more	ADV
american_scientific_journal-2534	172	12	accurate	accurate	ADJ
american_scientific_journal-2534	172	13	than	than	ADP
american_scientific_journal-2534	172	14	those	those	PRON
american_scientific_journal-2534	172	15	derived	derive	VERB
american_scientific_journal-2534	172	16	from	from	ADP
american_scientific_journal-2534	172	17	knn	knn	PROPN
american_scientific_journal-2534	172	18	.	.	PUNCT
american_scientific_journal-2534	173	1	the	the	DET
american_scientific_journal-2534	173	2	justification	justification	NOUN
american_scientific_journal-2534	173	3	for	for	ADP
american_scientific_journal-2534	173	4	this	this	PRON
american_scientific_journal-2534	173	5	stems	stem	NOUN
american_scientific_journal-2534	173	6	from	from	ADP
american_scientific_journal-2534	173	7	the	the	DET
american_scientific_journal-2534	173	8	complexity	complexity	NOUN
american_scientific_journal-2534	173	9	in	in	ADP
american_scientific_journal-2534	173	10	svm	svm	PROPN
american_scientific_journal-2534	173	11	and	and	CCONJ
american_scientific_journal-2534	173	12	k	k	PROPN
american_scientific_journal-2534	173	13	-	-	PUNCT
american_scientific_journal-2534	173	14	nn	nn	ADJ
american_scientific_journal-2534	173	15	structures	structure	NOUN
american_scientific_journal-2534	173	16	,	,	PUNCT
american_scientific_journal-2534	173	17	as	as	SCONJ
american_scientific_journal-2534	173	18	discussed	discuss	VERB
american_scientific_journal-2534	173	19	in	in	ADP
american_scientific_journal-2534	173	20	related	related	ADJ
american_scientific_journal-2534	173	21	information	information	NOUN
american_scientific_journal-2534	173	22	.	.	PUNCT
american_scientific_journal-2534	174	1	much	much	ADJ
american_scientific_journal-2534	174	2	experience	experience	NOUN
american_scientific_journal-2534	174	3	has	have	AUX
american_scientific_journal-2534	174	4	proven	prove	VERB
american_scientific_journal-2534	174	5	that	that	SCONJ
american_scientific_journal-2534	174	6	svm	svm	PROPN
american_scientific_journal-2534	174	7	is	be	AUX
american_scientific_journal-2534	174	8	a	a	DET
american_scientific_journal-2534	174	9	more	more	ADV
american_scientific_journal-2534	174	10	powerful	powerful	ADJ
american_scientific_journal-2534	174	11	classifier	classifier	NOUN
american_scientific_journal-2534	174	12	in	in	ADP
american_scientific_journal-2534	174	13	pattern	pattern	NOUN
american_scientific_journal-2534	174	14	classification	classification	NOUN
american_scientific_journal-2534	174	15	,	,	PUNCT
american_scientific_journal-2534	174	16	and	and	CCONJ
american_scientific_journal-2534	174	17	better	well	ADJ
american_scientific_journal-2534	174	18	results	result	NOUN
american_scientific_journal-2534	174	19	with	with	ADP
american_scientific_journal-2534	174	20	this	this	DET
american_scientific_journal-2534	174	21	method	method	NOUN
american_scientific_journal-2534	174	22	are	be	AUX
american_scientific_journal-2534	174	23	invariably	invariably	ADV
american_scientific_journal-2534	174	24	expected	expect	VERB
american_scientific_journal-2534	174	25	.	.	PUNCT
american_scientific_journal-2534	175	1	as	as	SCONJ
american_scientific_journal-2534	175	2	mentioned	mention	VERB
american_scientific_journal-2534	175	3	before	before	ADV
american_scientific_journal-2534	175	4	,	,	PUNCT
american_scientific_journal-2534	175	5	k	k	PROPN
american_scientific_journal-2534	175	6	-	-	PUNCT
american_scientific_journal-2534	175	7	nn	nn	PROPN
american_scientific_journal-2534	175	8	is	be	AUX
american_scientific_journal-2534	175	9	a	a	DET
american_scientific_journal-2534	175	10	faster	fast	ADJ
american_scientific_journal-2534	175	11	approach	approach	NOUN
american_scientific_journal-2534	175	12	(	(	PUNCT
american_scientific_journal-2534	175	13	simpler	simple	ADJ
american_scientific_journal-2534	175	14	is	be	AUX
american_scientific_journal-2534	175	15	likely	likely	ADV
american_scientific_journal-2534	175	16	more	more	ADV
american_scientific_journal-2534	175	17	accurate	accurate	ADJ
american_scientific_journal-2534	175	18	)	)	PUNCT
american_scientific_journal-2534	175	19	for	for	ADP
american_scientific_journal-2534	175	20	gaining	gain	VERB
american_scientific_journal-2534	175	21	an	an	DET
american_scientific_journal-2534	175	22	idea	idea	NOUN
american_scientific_journal-2534	175	23	about	about	ADP
american_scientific_journal-2534	175	24	data	datum	NOUN
american_scientific_journal-2534	175	25	and	and	CCONJ
american_scientific_journal-2534	175	26	their	their	PRON
american_scientific_journal-2534	175	27	groups	group	NOUN
american_scientific_journal-2534	175	28	.	.	PUNCT
american_scientific_journal-2534	176	1	𝑑𝑑𝐹𝐹𝐹𝐹𝐹𝐹	𝑑𝑑𝐹𝐹𝐹𝐹𝐹𝐹	PROPN
american_scientific_journal-2534	176	2	↑	↑	X
american_scientific_journal-2534	177	1	~	~	PUNCT
american_scientific_journal-2534	177	2	𝐹𝐹𝑃𝑃𝑃𝑃𝐴𝐴𝐹𝐹𝐹𝐹𝑃𝑃𝑦𝑦	𝐹𝐹𝑃𝑃𝑃𝑃𝐴𝐴𝐹𝐹𝐹𝐹𝑃𝑃𝑦𝑦	NUM
american_scientific_journal-2534	177	3	↑	↑	NOUN
american_scientific_journal-2534	177	4	~	~	PUNCT
american_scientific_journal-2534	177	5	𝑃𝑃𝑦𝑦𝑃𝑃𝐹𝐹𝑒𝑒𝑁𝑁	𝑃𝑃𝑦𝑦𝑃𝑃𝐹𝐹𝑒𝑒𝑁𝑁	PROPN
american_scientific_journal-2534	177	6	𝐹𝐹𝑒𝑒𝑁𝑁𝐹𝐹𝐹𝐹𝑟𝑟𝐹𝐹𝑁𝑁𝐹𝐹𝐹𝐹𝑦𝑦	𝐹𝐹𝑒𝑒𝑁𝑁𝐹𝐹𝐹𝐹𝑟𝑟𝐹𝐹𝑁𝑁𝐹𝐹𝐹𝐹𝑦𝑦	PROPN
american_scientific_journal-2534	177	7	↑	↑	PROPN
american_scientific_journal-2534	177	8	𝐼𝐼𝐹𝐹	𝐼𝐼𝐹𝐹	PROPN
american_scientific_journal-2534	177	9	𝐹𝐹𝑒𝑒𝐹𝐹𝑁𝑁𝑃𝑃	𝐹𝐹𝑒𝑒𝐹𝐹𝑁𝑁𝑃𝑃	PROPN
american_scientific_journal-2534	177	10	𝑁𝑁𝑓𝑓	𝑁𝑁𝑓𝑓	VERB
american_scientific_journal-2534	177	11	𝐹𝐹𝑃𝑃𝑃𝑃𝐴𝐴𝐹𝐹𝐹𝐹𝑃𝑃𝑦𝑦	𝐹𝐹𝑃𝑃𝑃𝑃𝐴𝐴𝐹𝐹𝐹𝐹𝑃𝑃𝑦𝑦	NUM
american_scientific_journal-2534	177	12	𝐹𝐹𝐹𝐹𝑑𝑑	𝐹𝐹𝐹𝐹𝑑𝑑	ADJ
american_scientific_journal-2534	177	13	𝑒𝑒𝑒𝑒𝐹𝐹𝑓𝑓𝑁𝑁𝐹𝐹𝑁𝑁𝐹𝐹𝐹𝐹𝑃𝑃𝑒𝑒	𝑒𝑒𝑒𝑒𝐹𝐹𝑓𝑓𝑁𝑁𝐹𝐹𝑁𝑁𝐹𝐹𝐹𝐹𝑃𝑃𝑒𝑒	NOUN
american_scientific_journal-2534	177	14	:	:	PUNCT
american_scientific_journal-2534	177	15	𝑆𝑆𝐹𝐹𝑆𝑆	𝑆𝑆𝐹𝐹𝑆𝑆	PROPN
american_scientific_journal-2534	177	16	>	>	X
american_scientific_journal-2534	177	17	𝐾𝐾	𝐾𝐾	PROPN
american_scientific_journal-2534	178	1	−	−	ADP
american_scientific_journal-2534	178	2	𝐹𝐹𝐹𝐹	𝐹𝐹𝐹𝐹	PROPN
american_scientific_journal-2534	178	3	equation	equation	NOUN
american_scientific_journal-2534	178	4	10	10	NUM
american_scientific_journal-2534	178	5	the	the	DET
american_scientific_journal-2534	178	6	second	second	ADJ
american_scientific_journal-2534	178	7	parameter	parameter	NOUN
american_scientific_journal-2534	178	8	examined	examine	VERB
american_scientific_journal-2534	178	9	was	be	AUX
american_scientific_journal-2534	178	10	low	low	ADJ
american_scientific_journal-2534	178	11	-	-	PUNCT
american_scientific_journal-2534	178	12	level	level	NOUN
american_scientific_journal-2534	178	13	features	feature	NOUN
american_scientific_journal-2534	178	14	.	.	PUNCT
american_scientific_journal-2534	179	1	the	the	DET
american_scientific_journal-2534	179	2	most	most	ADV
american_scientific_journal-2534	179	3	important	important	ADJ
american_scientific_journal-2534	179	4	step	step	NOUN
american_scientific_journal-2534	179	5	in	in	ADP
american_scientific_journal-2534	179	6	this	this	DET
american_scientific_journal-2534	179	7	work	work	NOUN
american_scientific_journal-2534	179	8	was	be	AUX
american_scientific_journal-2534	179	9	to	to	PART
american_scientific_journal-2534	179	10	find	find	VERB
american_scientific_journal-2534	179	11	suitable	suitable	ADJ
american_scientific_journal-2534	179	12	features	feature	NOUN
american_scientific_journal-2534	179	13	.	.	PUNCT
american_scientific_journal-2534	180	1	as	as	SCONJ
american_scientific_journal-2534	180	2	mentioned	mention	VERB
american_scientific_journal-2534	180	3	before	before	ADV
american_scientific_journal-2534	180	4	,	,	PUNCT
american_scientific_journal-2534	180	5	according	accord	VERB
american_scientific_journal-2534	180	6	to	to	ADP
american_scientific_journal-2534	180	7	the	the	DET
american_scientific_journal-2534	180	8	extant	extant	ADJ
american_scientific_journal-2534	180	9	literature	literature	NOUN
american_scientific_journal-2534	180	10	,	,	PUNCT
american_scientific_journal-2534	180	11	18	18	NUM
american_scientific_journal-2534	180	12	features	feature	NOUN
american_scientific_journal-2534	180	13	were	be	AUX
american_scientific_journal-2534	180	14	identified	identify	VERB
american_scientific_journal-2534	180	15	based	base	VERB
american_scientific_journal-2534	180	16	on	on	ADP
american_scientific_journal-2534	180	17	color	color	NOUN
american_scientific_journal-2534	180	18	values	value	NOUN
american_scientific_journal-2534	180	19	in	in	ADP
american_scientific_journal-2534	180	20	two	two	NUM
american_scientific_journal-2534	180	21	different	different	ADJ
american_scientific_journal-2534	180	22	color	color	NOUN
american_scientific_journal-2534	180	23	spaces	space	NOUN
american_scientific_journal-2534	180	24	.	.	PUNCT
american_scientific_journal-2534	181	1	on	on	ADP
american_scientific_journal-2534	181	2	the	the	DET
american_scientific_journal-2534	181	3	other	other	ADJ
american_scientific_journal-2534	181	4	hand	hand	NOUN
american_scientific_journal-2534	181	5	,	,	PUNCT
american_scientific_journal-2534	181	6	as	as	SCONJ
american_scientific_journal-2534	181	7	is	be	AUX
american_scientific_journal-2534	181	8	well	well	ADV
american_scientific_journal-2534	181	9	-	-	PUNCT
american_scientific_journal-2534	181	10	known	know	VERB
american_scientific_journal-2534	181	11	,	,	PUNCT
american_scientific_journal-2534	181	12	the	the	DET
american_scientific_journal-2534	181	13	selected	select	VERB
american_scientific_journal-2534	181	14	features	feature	NOUN
american_scientific_journal-2534	181	15	must	must	AUX
american_scientific_journal-2534	181	16	be	be	AUX
american_scientific_journal-2534	181	17	linearly	linearly	ADV
american_scientific_journal-2534	181	18	independent	independent	ADJ
american_scientific_journal-2534	181	19	.	.	PUNCT
american_scientific_journal-2534	182	1	the	the	DET
american_scientific_journal-2534	182	2	problem	problem	NOUN
american_scientific_journal-2534	182	3	with	with	ADP
american_scientific_journal-2534	182	4	feature	feature	NOUN
american_scientific_journal-2534	182	5	independence	independence	NOUN
american_scientific_journal-2534	182	6	stems	stem	VERB
american_scientific_journal-2534	182	7	from	from	ADP
american_scientific_journal-2534	182	8	the	the	DET
american_scientific_journal-2534	182	9	existence	existence	NOUN
american_scientific_journal-2534	182	10	of	of	ADP
american_scientific_journal-2534	182	11	well	well	ADV
american_scientific_journal-2534	182	12	-	-	PUNCT
american_scientific_journal-2534	182	13	separated	separate	VERB
american_scientific_journal-2534	182	14	features	feature	NOUN
american_scientific_journal-2534	182	15	used	use	VERB
american_scientific_journal-2534	182	16	for	for	ADP
american_scientific_journal-2534	182	17	classifier	classifier	NOUN
american_scientific_journal-2534	182	18	training	training	NOUN
american_scientific_journal-2534	182	19	.	.	PUNCT
american_scientific_journal-2534	183	1	for	for	ADP
american_scientific_journal-2534	183	2	the	the	DET
american_scientific_journal-2534	183	3	first	first	ADJ
american_scientific_journal-2534	183	4	set	set	NOUN
american_scientific_journal-2534	183	5	of	of	ADP
american_scientific_journal-2534	183	6	features	feature	NOUN
american_scientific_journal-2534	183	7	,	,	PUNCT
american_scientific_journal-2534	183	8	rgb	rgb	PROPN
american_scientific_journal-2534	183	9	values	value	NOUN
american_scientific_journal-2534	183	10	with	with	ADP
american_scientific_journal-2534	183	11	their	their	PRON
american_scientific_journal-2534	183	12	averages	average	NOUN
american_scientific_journal-2534	183	13	and	and	CCONJ
american_scientific_journal-2534	183	14	variances	variance	NOUN
american_scientific_journal-2534	183	15	were	be	AUX
american_scientific_journal-2534	183	16	selected	select	VERB
american_scientific_journal-2534	183	17	.	.	PUNCT
american_scientific_journal-2534	184	1	in	in	ADP
american_scientific_journal-2534	184	2	order	order	NOUN
american_scientific_journal-2534	184	3	to	to	PART
american_scientific_journal-2534	184	4	decrease	decrease	VERB
american_scientific_journal-2534	184	5	the	the	DET
american_scientific_journal-2534	184	6	volume	volume	NOUN
american_scientific_journal-2534	184	7	of	of	ADP
american_scientific_journal-2534	184	8	feature	feature	NOUN
american_scientific_journal-2534	184	9	space	space	NOUN
american_scientific_journal-2534	184	10	,	,	PUNCT
american_scientific_journal-2534	184	11	and	and	CCONJ
american_scientific_journal-2534	184	12	in	in	ADP
american_scientific_journal-2534	184	13	the	the	DET
american_scientific_journal-2534	184	14	hope	hope	NOUN
american_scientific_journal-2534	184	15	of	of	ADP
american_scientific_journal-2534	184	16	identifying	identify	VERB
american_scientific_journal-2534	184	17	more	more	ADV
american_scientific_journal-2534	184	18	independent	independent	ADJ
american_scientific_journal-2534	184	19	features	feature	NOUN
american_scientific_journal-2534	184	20	,	,	PUNCT
american_scientific_journal-2534	184	21	the	the	DET
american_scientific_journal-2534	184	22	average	average	NOUN
american_scientific_journal-2534	184	23	and	and	CCONJ
american_scientific_journal-2534	184	24	the	the	DET
american_scientific_journal-2534	184	25	variance	variance	NOUN
american_scientific_journal-2534	184	26	of	of	ADP
american_scientific_journal-2534	184	27	rgb	rgb	PROPN
american_scientific_journal-2534	184	28	were	be	AUX
american_scientific_journal-2534	184	29	eliminated	eliminate	VERB
american_scientific_journal-2534	184	30	from	from	ADP
american_scientific_journal-2534	184	31	the	the	DET
american_scientific_journal-2534	184	32	feature	feature	NOUN
american_scientific_journal-2534	184	33	vectors	vector	NOUN
american_scientific_journal-2534	184	34	in	in	ADP
american_scientific_journal-2534	184	35	the	the	DET
american_scientific_journal-2534	184	36	second	second	ADJ
american_scientific_journal-2534	184	37	set	set	NOUN
american_scientific_journal-2534	184	38	of	of	ADP
american_scientific_journal-2534	184	39	features	feature	NOUN
american_scientific_journal-2534	184	40	,	,	PUNCT
american_scientific_journal-2534	184	41	and	and	CCONJ
american_scientific_journal-2534	184	42	nine	nine	NUM
american_scientific_journal-2534	184	43	features	feature	NOUN
american_scientific_journal-2534	184	44	were	be	AUX
american_scientific_journal-2534	184	45	selected	select	VERB
american_scientific_journal-2534	184	46	based	base	VERB
american_scientific_journal-2534	184	47	on	on	ADP
american_scientific_journal-2534	184	48	rgb	rgb	PROPN
american_scientific_journal-2534	184	49	values	value	NOUN
american_scientific_journal-2534	184	50	,	,	PUNCT
american_scientific_journal-2534	184	51	mean	mean	VERB
american_scientific_journal-2534	184	52	and	and	CCONJ
american_scientific_journal-2534	184	53	variance	variance	NOUN
american_scientific_journal-2534	184	54	of	of	ADP
american_scientific_journal-2534	184	55	hsv	hsv	PROPN
american_scientific_journal-2534	184	56	.	.	PUNCT
american_scientific_journal-2534	185	1	in	in	ADP
american_scientific_journal-2534	185	2	summary	summary	NOUN
american_scientific_journal-2534	185	3	,	,	PUNCT
american_scientific_journal-2534	185	4	different	different	ADJ
american_scientific_journal-2534	185	5	results	result	NOUN
american_scientific_journal-2534	185	6	were	be	AUX
american_scientific_journal-2534	185	7	achieved	achieve	VERB
american_scientific_journal-2534	185	8	.	.	PUNCT
american_scientific_journal-2534	186	1	when	when	SCONJ
american_scientific_journal-2534	186	2	svm	svm	PROPN
american_scientific_journal-2534	186	3	were	be	AUX
american_scientific_journal-2534	186	4	trained	train	VERB
american_scientific_journal-2534	186	5	by	by	ADP
american_scientific_journal-2534	186	6	the	the	DET
american_scientific_journal-2534	186	7	larger	large	ADJ
american_scientific_journal-2534	186	8	dataset	dataset	NOUN
american_scientific_journal-2534	186	9	,	,	PUNCT
american_scientific_journal-2534	186	10	they	they	PRON
american_scientific_journal-2534	186	11	returned	return	VERB
american_scientific_journal-2534	186	12	a	a	DET
american_scientific_journal-2534	186	13	american	american	ADJ
american_scientific_journal-2534	186	14	scientific	scientific	ADJ
american_scientific_journal-2534	186	15	research	research	NOUN
american_scientific_journal-2534	186	16	journal	journal	NOUN
american_scientific_journal-2534	186	17	for	for	ADP
american_scientific_journal-2534	186	18	engineering	engineering	NOUN
american_scientific_journal-2534	186	19	,	,	PUNCT
american_scientific_journal-2534	186	20	technology	technology	NOUN
american_scientific_journal-2534	186	21	,	,	PUNCT
american_scientific_journal-2534	186	22	and	and	CCONJ
american_scientific_journal-2534	186	23	sciences	science	NOUN
american_scientific_journal-2534	186	24	(	(	PUNCT
american_scientific_journal-2534	186	25	asrjets	asrjet	NOUN
american_scientific_journal-2534	186	26	)	)	PUNCT
american_scientific_journal-2534	186	27	(	(	PUNCT
american_scientific_journal-2534	186	28	2016	2016	NUM
american_scientific_journal-2534	186	29	)	)	PUNCT
american_scientific_journal-2534	186	30	volume	volume	NOUN
american_scientific_journal-2534	186	31	26	26	NUM
american_scientific_journal-2534	186	32	,	,	PUNCT
american_scientific_journal-2534	186	33	no	no	DET
american_scientific_journal-2534	186	34	3	3	NUM
american_scientific_journal-2534	186	35	,	,	PUNCT
american_scientific_journal-2534	186	36	pp	pp	ADV
american_scientific_journal-2534	186	37	317	317	NUM
american_scientific_journal-2534	186	38	-	-	SYM
american_scientific_journal-2534	186	39	334	334	NUM
american_scientific_journal-2534	186	40	328	328	NUM
american_scientific_journal-2534	186	41	slightly	slightly	ADV
american_scientific_journal-2534	186	42	better	well	ADJ
american_scientific_journal-2534	186	43	result	result	NOUN
american_scientific_journal-2534	186	44	with	with	ADP
american_scientific_journal-2534	186	45	less	less	ADJ
american_scientific_journal-2534	186	46	features	feature	NOUN
american_scientific_journal-2534	186	47	(	(	PUNCT
american_scientific_journal-2534	186	48	nine	nine	NUM
american_scientific_journal-2534	186	49	features	feature	NOUN
american_scientific_journal-2534	186	50	)	)	PUNCT
american_scientific_journal-2534	186	51	.	.	PUNCT
american_scientific_journal-2534	187	1	however	however	ADV
american_scientific_journal-2534	187	2	,	,	PUNCT
american_scientific_journal-2534	187	3	the	the	DET
american_scientific_journal-2534	187	4	svm	svm	NOUN
american_scientific_journal-2534	187	5	trained	train	VERB
american_scientific_journal-2534	187	6	by	by	ADP
american_scientific_journal-2534	187	7	the	the	DET
american_scientific_journal-2534	187	8	smaller	small	ADJ
american_scientific_journal-2534	187	9	dataset	dataset	NOUN
american_scientific_journal-2534	187	10	demonstrated	demonstrate	VERB
american_scientific_journal-2534	187	11	a	a	DET
american_scientific_journal-2534	187	12	slightly	slightly	ADV
american_scientific_journal-2534	187	13	worse	bad	ADJ
american_scientific_journal-2534	187	14	result	result	NOUN
american_scientific_journal-2534	187	15	with	with	ADP
american_scientific_journal-2534	187	16	less	less	ADJ
american_scientific_journal-2534	187	17	features	feature	NOUN
american_scientific_journal-2534	187	18	.	.	PUNCT
american_scientific_journal-2534	188	1	it	it	PRON
american_scientific_journal-2534	188	2	is	be	AUX
american_scientific_journal-2534	188	3	obvious	obvious	ADJ
american_scientific_journal-2534	188	4	that	that	SCONJ
american_scientific_journal-2534	188	5	svm	svm	NOUN
american_scientific_journal-2534	188	6	in	in	ADP
american_scientific_journal-2534	188	7	conjunction	conjunction	NOUN
american_scientific_journal-2534	188	8	with	with	ADP
american_scientific_journal-2534	188	9	fewer	few	ADJ
american_scientific_journal-2534	188	10	features	feature	NOUN
american_scientific_journal-2534	188	11	and	and	CCONJ
american_scientific_journal-2534	188	12	less	less	ADJ
american_scientific_journal-2534	188	13	training	training	NOUN
american_scientific_journal-2534	188	14	data	datum	NOUN
american_scientific_journal-2534	188	15	returns	return	NOUN
american_scientific_journal-2534	188	16	worse	bad	ADJ
american_scientific_journal-2534	188	17	result	result	NOUN
american_scientific_journal-2534	188	18	because	because	SCONJ
american_scientific_journal-2534	188	19	it	it	PRON
american_scientific_journal-2534	188	20	has	have	VERB
american_scientific_journal-2534	188	21	neither	neither	CCONJ
american_scientific_journal-2534	188	22	sufficient	sufficient	ADJ
american_scientific_journal-2534	188	23	training	training	NOUN
american_scientific_journal-2534	188	24	data	datum	NOUN
american_scientific_journal-2534	188	25	nor	nor	CCONJ
american_scientific_journal-2534	188	26	sufficient	sufficient	ADJ
american_scientific_journal-2534	188	27	features	feature	NOUN
american_scientific_journal-2534	188	28	assisting	assist	VERB
american_scientific_journal-2534	188	29	in	in	ADP
american_scientific_journal-2534	188	30	its	its	PRON
american_scientific_journal-2534	188	31	training	training	NOUN
american_scientific_journal-2534	188	32	.	.	PUNCT
american_scientific_journal-2534	189	1	it	it	PRON
american_scientific_journal-2534	189	2	should	should	AUX
american_scientific_journal-2534	189	3	be	be	AUX
american_scientific_journal-2534	189	4	noted	note	VERB
american_scientific_journal-2534	189	5	that	that	SCONJ
american_scientific_journal-2534	189	6	the	the	DET
american_scientific_journal-2534	189	7	feature	feature	NOUN
american_scientific_journal-2534	189	8	vector	vector	NOUN
american_scientific_journal-2534	189	9	changes	change	NOUN
american_scientific_journal-2534	189	10	from	from	ADP
american_scientific_journal-2534	189	11	460	460	NUM
american_scientific_journal-2534	189	12	*	*	NOUN
american_scientific_journal-2534	189	13	201	201	NUM
american_scientific_journal-2534	189	14	*	*	SYM
american_scientific_journal-2534	189	15	151	151	NUM
american_scientific_journal-2534	189	16	*	*	SYM
american_scientific_journal-2534	189	17	18	18	NUM
american_scientific_journal-2534	189	18	=	=	SYM
american_scientific_journal-2534	189	19	251306280	251306280	NUM
american_scientific_journal-2534	189	20	to	to	ADP
american_scientific_journal-2534	189	21	200	200	NUM
american_scientific_journal-2534	189	22	*	*	NUM
american_scientific_journal-2534	189	23	201	201	NUM
american_scientific_journal-2534	189	24	*	*	SYM
american_scientific_journal-2534	189	25	151	151	NUM
american_scientific_journal-2534	189	26	*	*	SYM
american_scientific_journal-2534	189	27	9	9	NUM
american_scientific_journal-2534	189	28	=	=	SYM
american_scientific_journal-2534	189	29	125653140	125653140	NUM
american_scientific_journal-2534	189	30	.	.	PUNCT
american_scientific_journal-2534	190	1	in	in	ADP
american_scientific_journal-2534	190	2	summary	summary	NOUN
american_scientific_journal-2534	190	3	,	,	PUNCT
american_scientific_journal-2534	190	4	low	low	ADJ
american_scientific_journal-2534	190	5	data	datum	NOUN
american_scientific_journal-2534	190	6	numbers	number	NOUN
american_scientific_journal-2534	190	7	do	do	AUX
american_scientific_journal-2534	190	8	not	not	PART
american_scientific_journal-2534	190	9	provide	provide	VERB
american_scientific_journal-2534	190	10	enough	enough	ADJ
american_scientific_journal-2534	190	11	information	information	NOUN
american_scientific_journal-2534	190	12	to	to	PART
american_scientific_journal-2534	190	13	properly	properly	ADV
american_scientific_journal-2534	190	14	train	train	VERB
american_scientific_journal-2534	190	15	linear	linear	NOUN
american_scientific_journal-2534	190	16	and	and	CCONJ
american_scientific_journal-2534	190	17	rbf	rbf	PROPN
american_scientific_journal-2534	190	18	svm	svm	PROPN
american_scientific_journal-2534	190	19	.	.	PROPN
american_scientific_journal-2534	191	1	a	a	DET
american_scientific_journal-2534	191	2	small	small	ADJ
american_scientific_journal-2534	191	3	increase	increase	NOUN
american_scientific_journal-2534	191	4	was	be	AUX
american_scientific_journal-2534	191	5	observed	observe	VERB
american_scientific_journal-2534	191	6	in	in	ADP
american_scientific_journal-2534	191	7	svm	svm	PROPN
american_scientific_journal-2534	191	8	trained	train	VERB
american_scientific_journal-2534	191	9	by	by	ADP
american_scientific_journal-2534	191	10	a	a	DET
american_scientific_journal-2534	191	11	larger	large	ADJ
american_scientific_journal-2534	191	12	dataset	dataset	NOUN
american_scientific_journal-2534	191	13	and	and	CCONJ
american_scientific_journal-2534	191	14	k	k	PROPN
american_scientific_journal-2534	191	15	-	-	PUNCT
american_scientific_journal-2534	191	16	nn	nn	NOUN
american_scientific_journal-2534	191	17	trained	train	VERB
american_scientific_journal-2534	191	18	by	by	ADP
american_scientific_journal-2534	191	19	both	both	DET
american_scientific_journal-2534	191	20	datasets	dataset	NOUN
american_scientific_journal-2534	191	21	.	.	PUNCT
american_scientific_journal-2534	192	1	regarding	regard	VERB
american_scientific_journal-2534	192	2	k	k	PROPN
american_scientific_journal-2534	192	3	-	-	PUNCT
american_scientific_journal-2534	192	4	nn	nn	PROPN
american_scientific_journal-2534	192	5	,	,	PUNCT
american_scientific_journal-2534	192	6	it	it	PRON
american_scientific_journal-2534	192	7	can	can	AUX
american_scientific_journal-2534	192	8	be	be	AUX
american_scientific_journal-2534	192	9	said	say	VERB
american_scientific_journal-2534	192	10	that	that	SCONJ
american_scientific_journal-2534	192	11	since	since	SCONJ
american_scientific_journal-2534	192	12	it	it	PRON
american_scientific_journal-2534	192	13	has	have	VERB
american_scientific_journal-2534	192	14	a	a	DET
american_scientific_journal-2534	192	15	significant	significant	ADJ
american_scientific_journal-2534	192	16	sensitivity	sensitivity	NOUN
american_scientific_journal-2534	192	17	to	to	PART
american_scientific_journal-2534	192	18	linearly	linearly	ADV
american_scientific_journal-2534	192	19	independent	independent	ADJ
american_scientific_journal-2534	192	20	inputs	input	NOUN
american_scientific_journal-2534	192	21	,	,	PUNCT
american_scientific_journal-2534	192	22	and	and	CCONJ
american_scientific_journal-2534	192	23	the	the	DET
american_scientific_journal-2534	192	24	more	more	ADV
american_scientific_journal-2534	192	25	independent	independent	ADJ
american_scientific_journal-2534	192	26	they	they	PRON
american_scientific_journal-2534	192	27	are	be	AUX
american_scientific_journal-2534	192	28	,	,	PUNCT
american_scientific_journal-2534	192	29	the	the	DET
american_scientific_journal-2534	192	30	better	well	ADV
american_scientific_journal-2534	192	31	trained	train	VERB
american_scientific_journal-2534	192	32	k	k	PROPN
american_scientific_journal-2534	192	33	-	-	PUNCT
american_scientific_journal-2534	192	34	nn	nn	PROPN
american_scientific_journal-2534	192	35	will	will	AUX
american_scientific_journal-2534	192	36	be	be	AUX
american_scientific_journal-2534	192	37	.	.	PUNCT
american_scientific_journal-2534	193	1	the	the	DET
american_scientific_journal-2534	193	2	improvement	improvement	NOUN
american_scientific_journal-2534	193	3	in	in	ADP
american_scientific_journal-2534	193	4	the	the	DET
american_scientific_journal-2534	193	5	k	k	PROPN
american_scientific_journal-2534	193	6	-	-	PUNCT
american_scientific_journal-2534	193	7	nn	nn	ADJ
american_scientific_journal-2534	193	8	result	result	NOUN
american_scientific_journal-2534	193	9	in	in	ADP
american_scientific_journal-2534	193	10	this	this	DET
american_scientific_journal-2534	193	11	portion	portion	NOUN
american_scientific_journal-2534	193	12	is	be	AUX
american_scientific_journal-2534	193	13	derived	derive	VERB
american_scientific_journal-2534	193	14	from	from	ADP
american_scientific_journal-2534	193	15	a	a	DET
american_scientific_journal-2534	193	16	well	well	ADV
american_scientific_journal-2534	193	17	-	-	PUNCT
american_scientific_journal-2534	193	18	separated	separate	VERB
american_scientific_journal-2534	193	19	feature	feature	NOUN
american_scientific_journal-2534	193	20	vector	vector	NOUN
american_scientific_journal-2534	193	21	compared	compare	VERB
american_scientific_journal-2534	193	22	to	to	ADP
american_scientific_journal-2534	193	23	the	the	DET
american_scientific_journal-2534	193	24	larger	large	ADJ
american_scientific_journal-2534	193	25	feature	feature	NOUN
american_scientific_journal-2534	193	26	space	space	NOUN
american_scientific_journal-2534	193	27	.	.	PUNCT
american_scientific_journal-2534	194	1	the	the	DET
american_scientific_journal-2534	194	2	same	same	ADJ
american_scientific_journal-2534	194	3	idea	idea	NOUN
american_scientific_journal-2534	194	4	could	could	AUX
american_scientific_journal-2534	194	5	justify	justify	VERB
american_scientific_journal-2534	194	6	the	the	DET
american_scientific_journal-2534	194	7	result	result	NOUN
american_scientific_journal-2534	194	8	of	of	ADP
american_scientific_journal-2534	194	9	svm	svm	PROPN
american_scientific_journal-2534	194	10	,	,	PUNCT
american_scientific_journal-2534	194	11	as	as	SCONJ
american_scientific_journal-2534	194	12	it	it	PRON
american_scientific_journal-2534	194	13	was	be	AUX
american_scientific_journal-2534	194	14	trained	train	VERB
american_scientific_journal-2534	194	15	by	by	ADP
american_scientific_journal-2534	194	16	more	more	ADV
american_scientific_journal-2534	194	17	accurately	accurately	ADV
american_scientific_journal-2534	194	18	selected	select	VERB
american_scientific_journal-2534	194	19	features	feature	NOUN
american_scientific_journal-2534	194	20	,	,	PUNCT
american_scientific_journal-2534	194	21	and	and	CCONJ
american_scientific_journal-2534	194	22	the	the	DET
american_scientific_journal-2534	194	23	number	number	NOUN
american_scientific_journal-2534	194	24	of	of	ADP
american_scientific_journal-2534	194	25	the	the	DET
american_scientific_journal-2534	194	26	training	training	NOUN
american_scientific_journal-2534	194	27	data	datum	NOUN
american_scientific_journal-2534	194	28	remained	remain	VERB
american_scientific_journal-2534	194	29	at	at	ADP
american_scientific_journal-2534	194	30	a	a	DET
american_scientific_journal-2534	194	31	healthy	healthy	ADJ
american_scientific_journal-2534	194	32	amount	amount	NOUN
american_scientific_journal-2534	194	33	(	(	PUNCT
american_scientific_journal-2534	194	34	251306280	251306280	NUM
american_scientific_journal-2534	194	35	)	)	PUNCT
american_scientific_journal-2534	194	36	.	.	PUNCT
american_scientific_journal-2534	195	1	however	however	ADV
american_scientific_journal-2534	195	2	it	it	PRON
american_scientific_journal-2534	195	3	may	may	AUX
american_scientific_journal-2534	195	4	also	also	ADV
american_scientific_journal-2534	195	5	indicate	indicate	VERB
american_scientific_journal-2534	195	6	that	that	SCONJ
american_scientific_journal-2534	195	7	because	because	SCONJ
american_scientific_journal-2534	195	8	of	of	ADP
american_scientific_journal-2534	195	9	the	the	DET
american_scientific_journal-2534	195	10	internal	internal	ADJ
american_scientific_journal-2534	195	11	structure	structure	NOUN
american_scientific_journal-2534	195	12	of	of	ADP
american_scientific_journal-2534	195	13	svm	svm	PROPN
american_scientific_journal-2534	195	14	,	,	PUNCT
american_scientific_journal-2534	195	15	it	it	PRON
american_scientific_journal-2534	195	16	does	do	AUX
american_scientific_journal-2534	195	17	not	not	PART
american_scientific_journal-2534	195	18	have	have	VERB
american_scientific_journal-2534	195	19	the	the	DET
american_scientific_journal-2534	195	20	same	same	ADJ
american_scientific_journal-2534	195	21	amount	amount	NOUN
american_scientific_journal-2534	195	22	of	of	ADP
american_scientific_journal-2534	195	23	sensitivity	sensitivity	NOUN
american_scientific_journal-2534	195	24	to	to	PART
american_scientific_journal-2534	195	25	linearly	linearly	ADV
american_scientific_journal-2534	195	26	independent	independent	ADJ
american_scientific_journal-2534	195	27	inputs	input	NOUN
american_scientific_journal-2534	195	28	compared	compare	VERB
american_scientific_journal-2534	195	29	to	to	ADP
american_scientific_journal-2534	195	30	k	k	PROPN
american_scientific_journal-2534	195	31	-	-	PUNCT
american_scientific_journal-2534	195	32	nn	nn	NOUN
american_scientific_journal-2534	195	33	,	,	PUNCT
american_scientific_journal-2534	195	34	because	because	SCONJ
american_scientific_journal-2534	195	35	svm	svm	PROPN
american_scientific_journal-2534	195	36	has	have	VERB
american_scientific_journal-2534	195	37	the	the	DET
american_scientific_journal-2534	195	38	ability	ability	NOUN
american_scientific_journal-2534	195	39	to	to	PART
american_scientific_journal-2534	195	40	ignore	ignore	VERB
american_scientific_journal-2534	195	41	useless	useless	ADJ
american_scientific_journal-2534	195	42	features	feature	NOUN
american_scientific_journal-2534	195	43	,	,	PUNCT
american_scientific_journal-2534	195	44	or	or	CCONJ
american_scientific_journal-2534	195	45	it	it	PRON
american_scientific_journal-2534	195	46	can	can	AUX
american_scientific_journal-2534	195	47	decrease	decrease	VERB
american_scientific_journal-2534	195	48	the	the	DET
american_scientific_journal-2534	195	49	weight	weight	NOUN
american_scientific_journal-2534	195	50	of	of	ADP
american_scientific_journal-2534	195	51	less	less	ADV
american_scientific_journal-2534	195	52	useful	useful	ADJ
american_scientific_journal-2534	195	53	inputs	input	NOUN
american_scientific_journal-2534	195	54	(	(	PUNCT
american_scientific_journal-2534	195	55	which	which	PRON
american_scientific_journal-2534	195	56	is	be	AUX
american_scientific_journal-2534	195	57	not	not	PART
american_scientific_journal-2534	195	58	precisely	precisely	ADV
american_scientific_journal-2534	195	59	found	find	VERB
american_scientific_journal-2534	195	60	in	in	ADP
american_scientific_journal-2534	195	61	k	k	PROPN
american_scientific_journal-2534	195	62	-	-	PUNCT
american_scientific_journal-2534	195	63	nn	nn	NOUN
american_scientific_journal-2534	195	64	)	)	PUNCT
american_scientific_journal-2534	195	65	.	.	PUNCT
american_scientific_journal-2534	196	1	table	table	NOUN
american_scientific_journal-2534	196	2	4	4	NUM
american_scientific_journal-2534	196	3	:	:	PUNCT
american_scientific_journal-2534	196	4	the	the	DET
american_scientific_journal-2534	196	5	comparison	comparison	NOUN
american_scientific_journal-2534	196	6	between	between	ADP
american_scientific_journal-2534	196	7	the	the	DET
american_scientific_journal-2534	196	8	number	number	NOUN
american_scientific_journal-2534	196	9	of	of	ADP
american_scientific_journal-2534	196	10	feature	feature	NOUN
american_scientific_journal-2534	196	11	vectors	vector	NOUN
american_scientific_journal-2534	196	12	,	,	PUNCT
american_scientific_journal-2534	196	13	datasets	dataset	NOUN
american_scientific_journal-2534	196	14	and	and	CCONJ
american_scientific_journal-2534	196	15	classifiers	classifier	NOUN
american_scientific_journal-2534	196	16	svm	svm	VERB
american_scientific_journal-2534	196	17	fv	fv	PROPN
american_scientific_journal-2534	196	18	18	18	NUM
american_scientific_journal-2534	196	19	fv	fv	PROPN
american_scientific_journal-2534	196	20	9	9	NUM
american_scientific_journal-2534	196	21	knn	knn	PROPN
american_scientific_journal-2534	196	22	fv	fv	PROPN
american_scientific_journal-2534	196	23	18	18	NUM
american_scientific_journal-2534	196	24	fv	fv	PROPN
american_scientific_journal-2534	196	25	9	9	NUM
american_scientific_journal-2534	196	26	460	460	NUM
american_scientific_journal-2534	196	27	0.955	0.955	NUM
american_scientific_journal-2534	196	28	0.97	0.97	NUM
american_scientific_journal-2534	196	29	460	460	NUM
american_scientific_journal-2534	196	30	0.61	0.61	NUM
american_scientific_journal-2534	196	31	0.605	0.605	NUM
american_scientific_journal-2534	196	32	460	460	NUM
american_scientific_journal-2534	196	33	0.96	0.96	NUM
american_scientific_journal-2534	196	34	0.97	0.97	NUM
american_scientific_journal-2534	196	35	460	460	NUM
american_scientific_journal-2534	196	36	0.61	0.61	NUM
american_scientific_journal-2534	196	37	0.605	0.605	NUM
american_scientific_journal-2534	196	38	200	200	NUM
american_scientific_journal-2534	196	39	0.625	0.625	NUM
american_scientific_journal-2534	196	40	0.55	0.55	NUM
american_scientific_journal-2534	196	41	200	200	NUM
american_scientific_journal-2534	196	42	0.58	0.58	NUM
american_scientific_journal-2534	196	43	0.575	0.575	NUM
american_scientific_journal-2534	196	44	200	200	NUM
american_scientific_journal-2534	196	45	0.625	0.625	NUM
american_scientific_journal-2534	196	46	0.55	0.55	NUM
american_scientific_journal-2534	196	47	200	200	NUM
american_scientific_journal-2534	196	48	0.58	0.58	NUM
american_scientific_journal-2534	196	49	0.575	0.575	NUM
american_scientific_journal-2534	196	50	as	as	SCONJ
american_scientific_journal-2534	196	51	mentioned	mention	VERB
american_scientific_journal-2534	196	52	in	in	ADP
american_scientific_journal-2534	196	53	the	the	DET
american_scientific_journal-2534	196	54	methodology	methodology	NOUN
american_scientific_journal-2534	196	55	chapter	chapter	NOUN
american_scientific_journal-2534	196	56	,	,	PUNCT
american_scientific_journal-2534	196	57	all	all	DET
american_scientific_journal-2534	196	58	selected	select	VERB
american_scientific_journal-2534	196	59	features	feature	NOUN
american_scientific_journal-2534	196	60	were	be	AUX
american_scientific_journal-2534	196	61	applied	apply	VERB
american_scientific_journal-2534	196	62	to	to	ADP
american_scientific_journal-2534	196	63	the	the	DET
american_scientific_journal-2534	196	64	whole	whole	NOUN
american_scientific_journal-2534	196	65	of	of	ADP
american_scientific_journal-2534	196	66	the	the	DET
american_scientific_journal-2534	196	67	image	image	NOUN
american_scientific_journal-2534	196	68	,	,	PUNCT
american_scientific_journal-2534	196	69	and	and	CCONJ
american_scientific_journal-2534	196	70	a	a	DET
american_scientific_journal-2534	196	71	pixel	pixel	NOUN
american_scientific_journal-2534	196	72	-	-	PUNCT
american_scientific_journal-2534	196	73	based	base	VERB
american_scientific_journal-2534	196	74	feature	feature	NOUN
american_scientific_journal-2534	196	75	extraction	extraction	NOUN
american_scientific_journal-2534	196	76	was	be	AUX
american_scientific_journal-2534	196	77	applied	apply	VERB
american_scientific_journal-2534	196	78	to	to	ADP
american_scientific_journal-2534	196	79	all	all	DET
american_scientific_journal-2534	196	80	images	image	NOUN
american_scientific_journal-2534	196	81	.	.	PUNCT
american_scientific_journal-2534	197	1	on	on	ADP
american_scientific_journal-2534	197	2	the	the	DET
american_scientific_journal-2534	197	3	other	other	ADJ
american_scientific_journal-2534	197	4	hand	hand	NOUN
american_scientific_journal-2534	197	5	,	,	PUNCT
american_scientific_journal-2534	197	6	there	there	PRON
american_scientific_journal-2534	197	7	are	be	VERB
american_scientific_journal-2534	197	8	several	several	ADJ
american_scientific_journal-2534	197	9	ways	way	NOUN
american_scientific_journal-2534	197	10	to	to	PART
american_scientific_journal-2534	197	11	improve	improve	VERB
american_scientific_journal-2534	197	12	the	the	DET
american_scientific_journal-2534	197	13	obtained	obtain	VERB
american_scientific_journal-2534	197	14	results	result	NOUN
american_scientific_journal-2534	197	15	,	,	PUNCT
american_scientific_journal-2534	197	16	such	such	ADJ
american_scientific_journal-2534	197	17	as	as	ADP
american_scientific_journal-2534	197	18	independent	independent	ADJ
american_scientific_journal-2534	197	19	component	component	NOUN
american_scientific_journal-2534	197	20	analysis	analysis	NOUN
american_scientific_journal-2534	197	21	(	(	PUNCT
american_scientific_journal-2534	197	22	ica	ica	PROPN
american_scientific_journal-2534	197	23	)	)	PUNCT
american_scientific_journal-2534	197	24	or	or	CCONJ
american_scientific_journal-2534	197	25	increases	increase	NOUN
american_scientific_journal-2534	197	26	in	in	ADP
american_scientific_journal-2534	197	27	the	the	DET
american_scientific_journal-2534	197	28	dataset	dataset	ADJ
american_scientific_journal-2534	197	29	number	number	NOUN
american_scientific_journal-2534	197	30	.	.	PUNCT
american_scientific_journal-2534	198	1	meanwhile	meanwhile	ADV
american_scientific_journal-2534	198	2	,	,	PUNCT
american_scientific_journal-2534	198	3	an	an	DET
american_scientific_journal-2534	198	4	idea	idea	NOUN
american_scientific_journal-2534	198	5	derived	derive	VERB
american_scientific_journal-2534	198	6	from	from	ADP
american_scientific_journal-2534	198	7	hair	hair	NOUN
american_scientific_journal-2534	198	8	location	location	NOUN
american_scientific_journal-2534	198	9	on	on	ADP
american_scientific_journal-2534	198	10	the	the	DET
american_scientific_journal-2534	198	11	face	face	NOUN
american_scientific_journal-2534	198	12	was	be	AUX
american_scientific_journal-2534	198	13	realized	realize	VERB
american_scientific_journal-2534	198	14	in	in	ADP
american_scientific_journal-2534	198	15	this	this	DET
american_scientific_journal-2534	198	16	work	work	NOUN
american_scientific_journal-2534	198	17	as	as	ADP
american_scientific_journal-2534	198	18	a	a	DET
american_scientific_journal-2534	198	19	developing	develop	VERB
american_scientific_journal-2534	198	20	method	method	NOUN
american_scientific_journal-2534	198	21	to	to	PART
american_scientific_journal-2534	198	22	obtain	obtain	VERB
american_scientific_journal-2534	198	23	a	a	DET
american_scientific_journal-2534	198	24	better	well	ADJ
american_scientific_journal-2534	198	25	result	result	NOUN
american_scientific_journal-2534	198	26	.	.	PUNCT
american_scientific_journal-2534	199	1	as	as	SCONJ
american_scientific_journal-2534	199	2	is	be	AUX
american_scientific_journal-2534	199	3	well	well	ADV
american_scientific_journal-2534	199	4	-	-	PUNCT
american_scientific_journal-2534	199	5	known	know	VERB
american_scientific_journal-2534	199	6	,	,	PUNCT
american_scientific_journal-2534	199	7	hair	hair	NOUN
american_scientific_journal-2534	199	8	appears	appear	VERB
american_scientific_journal-2534	199	9	on	on	ADP
american_scientific_journal-2534	199	10	the	the	DET
american_scientific_journal-2534	199	11	top	top	NOUN
american_scientific_journal-2534	199	12	of	of	ADP
american_scientific_journal-2534	199	13	the	the	DET
american_scientific_journal-2534	199	14	head	head	NOUN
american_scientific_journal-2534	199	15	,	,	PUNCT
american_scientific_journal-2534	199	16	and	and	CCONJ
american_scientific_journal-2534	199	17	it	it	PRON
american_scientific_journal-2534	199	18	occupies	occupy	VERB
american_scientific_journal-2534	199	19	almost	almost	ADV
american_scientific_journal-2534	199	20	one	one	NUM
american_scientific_journal-2534	199	21	-	-	PUNCT
american_scientific_journal-2534	199	22	fourth	fourth	NOUN
american_scientific_journal-2534	199	23	or	or	CCONJ
american_scientific_journal-2534	199	24	one	one	NUM
american_scientific_journal-2534	199	25	-	-	PUNCT
american_scientific_journal-2534	199	26	fifth	fifth	NOUN
american_scientific_journal-2534	199	27	of	of	ADP
american_scientific_journal-2534	199	28	the	the	DET
american_scientific_journal-2534	199	29	top	top	NOUN
american_scientific_journal-2534	199	30	of	of	ADP
american_scientific_journal-2534	199	31	the	the	DET
american_scientific_journal-2534	199	32	head	head	NOUN
american_scientific_journal-2534	199	33	.	.	PUNCT
american_scientific_journal-2534	200	1	thus	thus	ADV
american_scientific_journal-2534	200	2	,	,	PUNCT
american_scientific_journal-2534	200	3	the	the	DET
american_scientific_journal-2534	200	4	second	second	ADJ
american_scientific_journal-2534	200	5	time	time	NOUN
american_scientific_journal-2534	200	6	,	,	PUNCT
american_scientific_journal-2534	200	7	feature	feature	NOUN
american_scientific_journal-2534	200	8	extraction	extraction	NOUN
american_scientific_journal-2534	200	9	was	be	AUX
american_scientific_journal-2534	200	10	done	do	VERB
american_scientific_journal-2534	200	11	on	on	ADP
american_scientific_journal-2534	200	12	one	one	NUM
american_scientific_journal-2534	200	13	-	-	PUNCT
american_scientific_journal-2534	200	14	fifth	fifth	NOUN
american_scientific_journal-2534	200	15	of	of	ADP
american_scientific_journal-2534	200	16	the	the	DET
american_scientific_journal-2534	200	17	top	top	NOUN
american_scientific_journal-2534	200	18	of	of	ADP
american_scientific_journal-2534	200	19	all	all	DET
american_scientific_journal-2534	200	20	images	image	NOUN
american_scientific_journal-2534	200	21	in	in	ADP
american_scientific_journal-2534	200	22	the	the	DET
american_scientific_journal-2534	200	23	datasets	dataset	NOUN
american_scientific_journal-2534	200	24	,	,	PUNCT
american_scientific_journal-2534	200	25	and	and	CCONJ
american_scientific_journal-2534	200	26	the	the	DET
american_scientific_journal-2534	200	27	results	result	NOUN
american_scientific_journal-2534	200	28	were	be	AUX
american_scientific_journal-2534	200	29	analyzed	analyze	VERB
american_scientific_journal-2534	200	30	.	.	PUNCT
american_scientific_journal-2534	201	1	a	a	DET
american_scientific_journal-2534	201	2	slightly	slightly	ADV
american_scientific_journal-2534	201	3	better	well	ADJ
american_scientific_journal-2534	201	4	result	result	NOUN
american_scientific_journal-2534	201	5	was	be	AUX
american_scientific_journal-2534	201	6	recognized	recognize	VERB
american_scientific_journal-2534	201	7	during	during	ADP
american_scientific_journal-2534	201	8	this	this	DET
american_scientific_journal-2534	201	9	process	process	NOUN
american_scientific_journal-2534	201	10	but	but	CCONJ
american_scientific_journal-2534	201	11	there	there	PRON
american_scientific_journal-2534	201	12	were	be	VERB
american_scientific_journal-2534	201	13	insignificant	insignificant	ADJ
american_scientific_journal-2534	201	14	changes	change	NOUN
american_scientific_journal-2534	201	15	in	in	ADP
american_scientific_journal-2534	201	16	accuracy	accuracy	NOUN
american_scientific_journal-2534	201	17	.	.	PUNCT
american_scientific_journal-2534	202	1	this	this	PRON
american_scientific_journal-2534	202	2	demonstrates	demonstrate	VERB
american_scientific_journal-2534	202	3	that	that	SCONJ
american_scientific_journal-2534	202	4	the	the	DET
american_scientific_journal-2534	202	5	features	feature	NOUN
american_scientific_journal-2534	202	6	used	use	VERB
american_scientific_journal-2534	202	7	in	in	ADP
american_scientific_journal-2534	202	8	this	this	DET
american_scientific_journal-2534	202	9	classification	classification	NOUN
american_scientific_journal-2534	202	10	work	work	NOUN
american_scientific_journal-2534	202	11	very	very	ADV
american_scientific_journal-2534	202	12	well	well	ADV
american_scientific_journal-2534	202	13	and	and	CCONJ
american_scientific_journal-2534	202	14	they	they	PRON
american_scientific_journal-2534	202	15	do	do	AUX
american_scientific_journal-2534	202	16	not	not	PART
american_scientific_journal-2534	202	17	belong	belong	VERB
american_scientific_journal-2534	202	18	on	on	ADP
american_scientific_journal-2534	202	19	one	one	NUM
american_scientific_journal-2534	202	20	part	part	NOUN
american_scientific_journal-2534	202	21	of	of	ADP
american_scientific_journal-2534	202	22	the	the	DET
american_scientific_journal-2534	202	23	image	image	NOUN
american_scientific_journal-2534	202	24	.	.	PUNCT
american_scientific_journal-2534	203	1	the	the	DET
american_scientific_journal-2534	203	2	other	other	ADJ
american_scientific_journal-2534	203	3	more	more	ADV
american_scientific_journal-2534	203	4	important	important	ADJ
american_scientific_journal-2534	203	5	concept	concept	NOUN
american_scientific_journal-2534	203	6	is	be	AUX
american_scientific_journal-2534	203	7	that	that	SCONJ
american_scientific_journal-2534	203	8	these	these	DET
american_scientific_journal-2534	203	9	well	well	ADV
american_scientific_journal-2534	203	10	-	-	PUNCT
american_scientific_journal-2534	203	11	trained	train	VERB
american_scientific_journal-2534	203	12	classifiers	classifier	NOUN
american_scientific_journal-2534	203	13	are	be	AUX
american_scientific_journal-2534	203	14	working	work	VERB
american_scientific_journal-2534	203	15	on	on	ADP
american_scientific_journal-2534	203	16	the	the	DET
american_scientific_journal-2534	203	17	most	most	ADV
american_scientific_journal-2534	203	18	american	american	ADJ
american_scientific_journal-2534	203	19	scientific	scientific	ADJ
american_scientific_journal-2534	203	20	research	research	NOUN
american_scientific_journal-2534	203	21	journal	journal	NOUN
american_scientific_journal-2534	203	22	for	for	ADP
american_scientific_journal-2534	203	23	engineering	engineering	NOUN
american_scientific_journal-2534	203	24	,	,	PUNCT
american_scientific_journal-2534	203	25	technology	technology	NOUN
american_scientific_journal-2534	203	26	,	,	PUNCT
american_scientific_journal-2534	203	27	and	and	CCONJ
american_scientific_journal-2534	203	28	sciences	science	NOUN
american_scientific_journal-2534	203	29	(	(	PUNCT
american_scientific_journal-2534	203	30	asrjets	asrjet	NOUN
american_scientific_journal-2534	203	31	)	)	PUNCT
american_scientific_journal-2534	203	32	(	(	PUNCT
american_scientific_journal-2534	203	33	2016	2016	NUM
american_scientific_journal-2534	203	34	)	)	PUNCT
american_scientific_journal-2534	203	35	volume	volume	NOUN
american_scientific_journal-2534	203	36	26	26	NUM
american_scientific_journal-2534	203	37	,	,	PUNCT
american_scientific_journal-2534	203	38	no	no	DET
american_scientific_journal-2534	203	39	3	3	NUM
american_scientific_journal-2534	203	40	,	,	PUNCT
american_scientific_journal-2534	203	41	pp	pp	ADV
american_scientific_journal-2534	203	42	317	317	NUM
american_scientific_journal-2534	203	43	-	-	SYM
american_scientific_journal-2534	203	44	334	334	NUM
american_scientific_journal-2534	203	45	329	329	NUM
american_scientific_journal-2534	203	46	important	important	ADJ
american_scientific_journal-2534	203	47	parts	part	NOUN
american_scientific_journal-2534	203	48	of	of	ADP
american_scientific_journal-2534	203	49	the	the	DET
american_scientific_journal-2534	203	50	image	image	NOUN
american_scientific_journal-2534	203	51	,	,	PUNCT
american_scientific_journal-2534	203	52	and	and	CCONJ
american_scientific_journal-2534	203	53	they	they	PRON
american_scientific_journal-2534	203	54	do	do	AUX
american_scientific_journal-2534	203	55	not	not	PART
american_scientific_journal-2534	203	56	use	use	VERB
american_scientific_journal-2534	203	57	all	all	DET
american_scientific_journal-2534	203	58	pixels	pixel	NOUN
american_scientific_journal-2534	203	59	to	to	PART
american_scientific_journal-2534	203	60	find	find	VERB
american_scientific_journal-2534	203	61	a	a	DET
american_scientific_journal-2534	203	62	black	black	ADJ
american_scientific_journal-2534	203	63	hair	hair	NOUN
american_scientific_journal-2534	203	64	image	image	NOUN
american_scientific_journal-2534	203	65	or	or	CCONJ
american_scientific_journal-2534	203	66	a	a	DET
american_scientific_journal-2534	203	67	non	non	ADJ
american_scientific_journal-2534	203	68	-	-	ADJ
american_scientific_journal-2534	203	69	black	black	ADJ
american_scientific_journal-2534	203	70	hair	hair	NOUN
american_scientific_journal-2534	203	71	image	image	NOUN
american_scientific_journal-2534	203	72	.	.	PUNCT
american_scientific_journal-2534	204	1	if	if	SCONJ
american_scientific_journal-2534	204	2	significantly	significantly	ADV
american_scientific_journal-2534	204	3	better	well	ADJ
american_scientific_journal-2534	204	4	result	result	NOUN
american_scientific_journal-2534	204	5	had	have	AUX
american_scientific_journal-2534	204	6	been	be	AUX
american_scientific_journal-2534	204	7	achieved	achieve	VERB
american_scientific_journal-2534	204	8	,	,	PUNCT
american_scientific_journal-2534	204	9	it	it	PRON
american_scientific_journal-2534	204	10	could	could	AUX
american_scientific_journal-2534	204	11	be	be	AUX
american_scientific_journal-2534	204	12	said	say	VERB
american_scientific_journal-2534	204	13	that	that	SCONJ
american_scientific_journal-2534	204	14	the	the	DET
american_scientific_journal-2534	204	15	features	feature	NOUN
american_scientific_journal-2534	204	16	would	would	AUX
american_scientific_journal-2534	204	17	not	not	PART
american_scientific_journal-2534	204	18	have	have	AUX
american_scientific_journal-2534	204	19	been	be	AUX
american_scientific_journal-2534	204	20	well	well	ADV
american_scientific_journal-2534	204	21	selected	select	VERB
american_scientific_journal-2534	204	22	.	.	PUNCT
american_scientific_journal-2534	205	1	a	a	DET
american_scientific_journal-2534	205	2	small	small	ADJ
american_scientific_journal-2534	205	3	improvement	improvement	NOUN
american_scientific_journal-2534	205	4	in	in	ADP
american_scientific_journal-2534	205	5	accuracy	accuracy	NOUN
american_scientific_journal-2534	205	6	was	be	AUX
american_scientific_journal-2534	205	7	expected	expect	VERB
american_scientific_journal-2534	205	8	and	and	CCONJ
american_scientific_journal-2534	205	9	was	be	AUX
american_scientific_journal-2534	205	10	obtained	obtain	VERB
american_scientific_journal-2534	205	11	.	.	PUNCT
american_scientific_journal-2534	206	1	as	as	SCONJ
american_scientific_journal-2534	206	2	indicated	indicate	VERB
american_scientific_journal-2534	206	3	in	in	ADP
american_scientific_journal-2534	206	4	the	the	DET
american_scientific_journal-2534	206	5	previous	previous	ADJ
american_scientific_journal-2534	206	6	chapters	chapter	NOUN
american_scientific_journal-2534	206	7	and	and	CCONJ
american_scientific_journal-2534	206	8	charts	chart	NOUN
american_scientific_journal-2534	206	9	,	,	PUNCT
american_scientific_journal-2534	206	10	two	two	NUM
american_scientific_journal-2534	206	11	classifiers	classifier	NOUN
american_scientific_journal-2534	206	12	were	be	AUX
american_scientific_journal-2534	206	13	trained	train	VERB
american_scientific_journal-2534	206	14	in	in	ADP
american_scientific_journal-2534	206	15	order	order	NOUN
american_scientific_journal-2534	206	16	to	to	PART
american_scientific_journal-2534	206	17	provide	provide	VERB
american_scientific_journal-2534	206	18	ideas	idea	NOUN
american_scientific_journal-2534	206	19	on	on	ADP
american_scientific_journal-2534	206	20	which	which	PRON
american_scientific_journal-2534	206	21	one	one	PRON
american_scientific_journal-2534	206	22	could	could	AUX
american_scientific_journal-2534	206	23	be	be	AUX
american_scientific_journal-2534	206	24	more	more	ADV
american_scientific_journal-2534	206	25	precise	precise	ADJ
american_scientific_journal-2534	206	26	and	and	CCONJ
american_scientific_journal-2534	206	27	what	what	DET
american_scientific_journal-2534	206	28	advantages	advantage	NOUN
american_scientific_journal-2534	206	29	and	and	CCONJ
american_scientific_journal-2534	206	30	disadvantages	disadvantage	NOUN
american_scientific_journal-2534	206	31	exist	exist	VERB
american_scientific_journal-2534	206	32	.	.	PUNCT
american_scientific_journal-2534	207	1	in	in	ADP
american_scientific_journal-2534	207	2	fact	fact	NOUN
american_scientific_journal-2534	207	3	,	,	PUNCT
american_scientific_journal-2534	207	4	three	three	NUM
american_scientific_journal-2534	207	5	classifiers	classifier	NOUN
american_scientific_journal-2534	207	6	were	be	AUX
american_scientific_journal-2534	207	7	used	use	VERB
american_scientific_journal-2534	207	8	:	:	PUNCT
american_scientific_journal-2534	207	9	linear	linear	ADJ
american_scientific_journal-2534	207	10	svm	svm	PROPN
american_scientific_journal-2534	207	11	,	,	PUNCT
american_scientific_journal-2534	207	12	radial	radial	ADJ
american_scientific_journal-2534	207	13	basis	basis	NOUN
american_scientific_journal-2534	207	14	function	function	NOUN
american_scientific_journal-2534	207	15	svm	svm	NOUN
american_scientific_journal-2534	207	16	(	(	PUNCT
american_scientific_journal-2534	207	17	rbf	rbf	PROPN
american_scientific_journal-2534	207	18	)	)	PUNCT
american_scientific_journal-2534	207	19	,	,	PUNCT
american_scientific_journal-2534	207	20	and	and	CCONJ
american_scientific_journal-2534	207	21	k	k	PROPN
american_scientific_journal-2534	207	22	-	-	PUNCT
american_scientific_journal-2534	207	23	nn	nn	PROPN
american_scientific_journal-2534	207	24	.	.	PROPN
american_scientific_journal-2534	207	25	in	in	ADP
american_scientific_journal-2534	207	26	the	the	DET
american_scientific_journal-2534	207	27	rbf	rbf	PROPN
american_scientific_journal-2534	207	28	experience	experience	NOUN
american_scientific_journal-2534	207	29	,	,	PUNCT
american_scientific_journal-2534	207	30	the	the	DET
american_scientific_journal-2534	207	31	value	value	NOUN
american_scientific_journal-2534	207	32	of	of	ADP
american_scientific_journal-2534	207	33	sigma	sigma	PROPN
american_scientific_journal-2534	207	34	was	be	AUX
american_scientific_journal-2534	207	35	one	one	NUM
american_scientific_journal-2534	207	36	(	(	PUNCT
american_scientific_journal-2534	207	37	𝜎𝜎	𝜎𝜎	NOUN
american_scientific_journal-2534	207	38	=	=	SYM
american_scientific_journal-2534	207	39	1	1	NUM
american_scientific_journal-2534	207	40	)	)	PUNCT
american_scientific_journal-2534	207	41	,	,	PUNCT
american_scientific_journal-2534	207	42	and	and	CCONJ
american_scientific_journal-2534	207	43	no	no	DET
american_scientific_journal-2534	207	44	acceptable	acceptable	ADJ
american_scientific_journal-2534	207	45	result	result	NOUN
american_scientific_journal-2534	207	46	was	be	AUX
american_scientific_journal-2534	207	47	obtained	obtain	VERB
american_scientific_journal-2534	207	48	.	.	PUNCT
american_scientific_journal-2534	208	1	since	since	SCONJ
american_scientific_journal-2534	208	2	this	this	DET
american_scientific_journal-2534	208	3	work	work	NOUN
american_scientific_journal-2534	208	4	is	be	AUX
american_scientific_journal-2534	208	5	a	a	DET
american_scientific_journal-2534	208	6	short	short	ADJ
american_scientific_journal-2534	208	7	-	-	PUNCT
american_scientific_journal-2534	208	8	term	term	NOUN
american_scientific_journal-2534	208	9	project	project	NOUN
american_scientific_journal-2534	208	10	,	,	PUNCT
american_scientific_journal-2534	208	11	the	the	DET
american_scientific_journal-2534	208	12	only	only	ADJ
american_scientific_journal-2534	208	13	one	one	NUM
american_scientific_journal-2534	208	14	value	value	NOUN
american_scientific_journal-2534	208	15	for	for	ADP
american_scientific_journal-2534	208	16	k	k	PROPN
american_scientific_journal-2534	208	17	-	-	PUNCT
american_scientific_journal-2534	208	18	nn	nn	PROPN
american_scientific_journal-2534	208	19	was	be	AUX
american_scientific_journal-2534	208	20	given	give	VERB
american_scientific_journal-2534	208	21	.	.	PUNCT
american_scientific_journal-2534	209	1	in	in	ADP
american_scientific_journal-2534	209	2	practical	practical	ADJ
american_scientific_journal-2534	209	3	terms	term	NOUN
american_scientific_journal-2534	209	4	,	,	PUNCT
american_scientific_journal-2534	209	5	k	k	PROPN
american_scientific_journal-2534	209	6	-	-	PUNCT
american_scientific_journal-2534	209	7	nn	nn	PROPN
american_scientific_journal-2534	209	8	must	must	AUX
american_scientific_journal-2534	209	9	be	be	AUX
american_scientific_journal-2534	209	10	trained	train	VERB
american_scientific_journal-2534	209	11	by	by	ADP
american_scientific_journal-2534	209	12	several	several	ADJ
american_scientific_journal-2534	209	13	ks	ks	PROPN
american_scientific_journal-2534	209	14	(	(	PUNCT
american_scientific_journal-2534	209	15	cross	cross	VERB
american_scientific_journal-2534	209	16	validation	validation	NOUN
american_scientific_journal-2534	209	17	)	)	PUNCT
american_scientific_journal-2534	209	18	,	,	PUNCT
american_scientific_journal-2534	209	19	and	and	CCONJ
american_scientific_journal-2534	209	20	the	the	DET
american_scientific_journal-2534	209	21	best	good	ADJ
american_scientific_journal-2534	209	22	result	result	NOUN
american_scientific_journal-2534	209	23	would	would	AUX
american_scientific_journal-2534	209	24	be	be	AUX
american_scientific_journal-2534	209	25	considered	consider	VERB
american_scientific_journal-2534	209	26	the	the	DET
american_scientific_journal-2534	209	27	answer	answer	NOUN
american_scientific_journal-2534	209	28	.	.	PUNCT
american_scientific_journal-2534	210	1	here	here	ADV
american_scientific_journal-2534	210	2	,	,	PUNCT
american_scientific_journal-2534	210	3	k	k	PROPN
american_scientific_journal-2534	210	4	=	=	SYM
american_scientific_journal-2534	210	5	1	1	NUM
american_scientific_journal-2534	210	6	was	be	AUX
american_scientific_journal-2534	210	7	taken	take	VERB
american_scientific_journal-2534	210	8	.	.	PUNCT
american_scientific_journal-2534	211	1	the	the	DET
american_scientific_journal-2534	211	2	figure	figure	NOUN
american_scientific_journal-2534	211	3	below	below	ADV
american_scientific_journal-2534	211	4	shows	show	VERB
american_scientific_journal-2534	211	5	the	the	DET
american_scientific_journal-2534	211	6	“	"	PUNCT
american_scientific_journal-2534	211	7	recall	recall	NOUN
american_scientific_journal-2534	211	8	–	–	PUNCT
american_scientific_journal-2534	211	9	precision	precision	NOUN
american_scientific_journal-2534	211	10	”	"	PUNCT
american_scientific_journal-2534	211	11	curve	curve	NOUN
american_scientific_journal-2534	211	12	for	for	ADP
american_scientific_journal-2534	211	13	svm	svm	PROPN
american_scientific_journal-2534	211	14	and	and	CCONJ
american_scientific_journal-2534	211	15	knn	knn	PROPN
american_scientific_journal-2534	211	16	,	,	PUNCT
american_scientific_journal-2534	211	17	indicating	indicate	VERB
american_scientific_journal-2534	211	18	that	that	SCONJ
american_scientific_journal-2534	211	19	all	all	DET
american_scientific_journal-2534	211	20	svm	svm	ADJ
american_scientific_journal-2534	211	21	results	result	NOUN
american_scientific_journal-2534	211	22	were	be	AUX
american_scientific_journal-2534	211	23	significantly	significantly	ADV
american_scientific_journal-2534	211	24	better	well	ADJ
american_scientific_journal-2534	211	25	than	than	ADP
american_scientific_journal-2534	211	26	k	k	PROPN
american_scientific_journal-2534	211	27	-	-	PUNCT
american_scientific_journal-2534	211	28	nn	nn	NOUN
american_scientific_journal-2534	211	29	,	,	PUNCT
american_scientific_journal-2534	211	30	and	and	CCONJ
american_scientific_journal-2534	211	31	greater	great	ADJ
american_scientific_journal-2534	211	32	variety	variety	NOUN
american_scientific_journal-2534	211	33	could	could	AUX
american_scientific_journal-2534	211	34	be	be	AUX
american_scientific_journal-2534	211	35	seen	see	VERB
american_scientific_journal-2534	211	36	in	in	ADP
american_scientific_journal-2534	211	37	the	the	DET
american_scientific_journal-2534	211	38	svm	svm	ADJ
american_scientific_journal-2534	211	39	results	result	NOUN
american_scientific_journal-2534	211	40	.	.	PUNCT
american_scientific_journal-2534	212	1	as	as	SCONJ
american_scientific_journal-2534	212	2	expected	expect	VERB
american_scientific_journal-2534	212	3	,	,	PUNCT
american_scientific_journal-2534	212	4	svm	svm	PROPN
american_scientific_journal-2534	212	5	showed	show	VERB
american_scientific_journal-2534	212	6	more	more	ADJ
american_scientific_journal-2534	212	7	power	power	NOUN
american_scientific_journal-2534	212	8	and	and	CCONJ
american_scientific_journal-2534	212	9	accuracy	accuracy	NOUN
american_scientific_journal-2534	212	10	in	in	ADP
american_scientific_journal-2534	212	11	the	the	DET
american_scientific_journal-2534	212	12	peer	peer	NOUN
american_scientific_journal-2534	212	13	conditions	condition	NOUN
american_scientific_journal-2534	212	14	.	.	PUNCT
american_scientific_journal-2534	213	1	figure	figure	VERB
american_scientific_journal-2534	213	2	5	5	NUM
american_scientific_journal-2534	213	3	:	:	PUNCT
american_scientific_journal-2534	213	4	svm	svm	PROPN
american_scientific_journal-2534	213	5	and	and	CCONJ
american_scientific_journal-2534	213	6	k	k	PROPN
american_scientific_journal-2534	213	7	-	-	PUNCT
american_scientific_journal-2534	213	8	nn	nn	PROPN
american_scientific_journal-2534	213	9	recall	recall	NOUN
american_scientific_journal-2534	213	10	–	–	PUNCT
american_scientific_journal-2534	213	11	precision	precision	NOUN
american_scientific_journal-2534	213	12	curve	curve	NOUN
american_scientific_journal-2534	213	13	figure	figure	NOUN
american_scientific_journal-2534	213	14	6	6	NUM
american_scientific_journal-2534	213	15	:	:	PUNCT
american_scientific_journal-2534	213	16	recall	recall	NOUN
american_scientific_journal-2534	213	17	and	and	CCONJ
american_scientific_journal-2534	213	18	precision	precision	NOUN
american_scientific_journal-2534	213	19	values	value	NOUN
american_scientific_journal-2534	213	20	(	(	PUNCT
american_scientific_journal-2534	213	21	vertical	vertical	ADJ
american_scientific_journal-2534	213	22	axis	axis	NOUN
american_scientific_journal-2534	213	23	)	)	PUNCT
american_scientific_journal-2534	213	24	,	,	PUNCT
american_scientific_journal-2534	213	25	samples	sample	NOUN
american_scientific_journal-2534	213	26	(	(	PUNCT
american_scientific_journal-2534	213	27	horizontal	horizontal	ADJ
american_scientific_journal-2534	213	28	axis	axis	NOUN
american_scientific_journal-2534	213	29	)	)	PUNCT
american_scientific_journal-2534	213	30	american	american	ADJ
american_scientific_journal-2534	213	31	scientific	scientific	ADJ
american_scientific_journal-2534	213	32	research	research	NOUN
american_scientific_journal-2534	213	33	journal	journal	NOUN
american_scientific_journal-2534	213	34	for	for	ADP
american_scientific_journal-2534	213	35	engineering	engineering	NOUN
american_scientific_journal-2534	213	36	,	,	PUNCT
american_scientific_journal-2534	213	37	technology	technology	NOUN
american_scientific_journal-2534	213	38	,	,	PUNCT
american_scientific_journal-2534	213	39	and	and	CCONJ
american_scientific_journal-2534	213	40	sciences	science	NOUN
american_scientific_journal-2534	213	41	(	(	PUNCT
american_scientific_journal-2534	213	42	asrjets	asrjet	NOUN
american_scientific_journal-2534	213	43	)	)	PUNCT
american_scientific_journal-2534	213	44	(	(	PUNCT
american_scientific_journal-2534	213	45	2016	2016	NUM
american_scientific_journal-2534	213	46	)	)	PUNCT
american_scientific_journal-2534	213	47	volume	volume	NOUN
american_scientific_journal-2534	213	48	26	26	NUM
american_scientific_journal-2534	213	49	,	,	PUNCT
american_scientific_journal-2534	213	50	no	no	DET
american_scientific_journal-2534	213	51	3	3	NUM
american_scientific_journal-2534	213	52	,	,	PUNCT
american_scientific_journal-2534	213	53	pp	pp	ADV
american_scientific_journal-2534	213	54	317	317	NUM
american_scientific_journal-2534	213	55	-	-	SYM
american_scientific_journal-2534	213	56	334	334	NUM
american_scientific_journal-2534	213	57	330	330	NUM
american_scientific_journal-2534	213	58	table	table	NOUN
american_scientific_journal-2534	213	59	5	5	NUM
american_scientific_journal-2534	213	60	:	:	PUNCT
american_scientific_journal-2534	213	61	experience	experience	NOUN
american_scientific_journal-2534	213	62	and	and	CCONJ
american_scientific_journal-2534	213	63	associated	associated	ADJ
american_scientific_journal-2534	213	64	information	information	NOUN
american_scientific_journal-2534	213	65	(	(	PUNCT
american_scientific_journal-2534	213	66	feature	feature	NOUN
american_scientific_journal-2534	213	67	vectors	vector	NOUN
american_scientific_journal-2534	213	68	dimension	dimension	NOUN
american_scientific_journal-2534	213	69	,	,	PUNCT
american_scientific_journal-2534	213	70	data	datum	NOUN
american_scientific_journal-2534	213	71	size	size	NOUN
american_scientific_journal-2534	213	72	,	,	PUNCT
american_scientific_journal-2534	213	73	classifiers	classifier	NOUN
american_scientific_journal-2534	213	74	)	)	PUNCT
american_scientific_journal-2534	214	1	no	no	INTJ
american_scientific_journal-2534	214	2	.	.	PUNCT
american_scientific_journal-2534	215	1	fv	fv	PROPN
american_scientific_journal-2534	215	2	image	image	NOUN
american_scientific_journal-2534	215	3	data	datum	NOUN
american_scientific_journal-2534	215	4	svm	svm	PROPN
american_scientific_journal-2534	215	5	/	/	SYM
american_scientific_journal-2534	215	6	k	k	PROPN
american_scientific_journal-2534	215	7	-	-	PUNCT
american_scientific_journal-2534	215	8	nn	nn	INTJ
american_scientific_journal-2534	215	9	no	no	PROPN
american_scientific_journal-2534	215	10	.	.	PUNCT
american_scientific_journal-2534	216	1	fv	fv	PROPN
american_scientific_journal-2534	216	2	image	image	NOUN
american_scientific_journal-2534	216	3	data	datum	NOUN
american_scientific_journal-2534	216	4	svm	svm	PROPN
american_scientific_journal-2534	216	5	/	/	SYM
american_scientific_journal-2534	216	6	k	k	PROPN
american_scientific_journal-2534	216	7	-	-	PUNCT
american_scientific_journal-2534	216	8	nn	nn	PROPN
american_scientific_journal-2534	216	9	1	1	NUM
american_scientific_journal-2534	216	10	9	9	NUM
american_scientific_journal-2534	216	11	full	full	ADJ
american_scientific_journal-2534	216	12	200	200	NUM
american_scientific_journal-2534	216	13	svm	svm	NOUN
american_scientific_journal-2534	216	14	9	9	NUM
american_scientific_journal-2534	216	15	18	18	NUM
american_scientific_journal-2534	216	16	full	full	ADJ
american_scientific_journal-2534	216	17	460	460	NUM
american_scientific_journal-2534	216	18	k	k	NOUN
american_scientific_journal-2534	216	19	-	-	PUNCT
american_scientific_journal-2534	216	20	nn	nn	INTJ
american_scientific_journal-2534	216	21	2	2	NUM
american_scientific_journal-2534	216	22	9	9	NUM
american_scientific_journal-2534	216	23	one	one	NUM
american_scientific_journal-2534	216	24	-	-	PUNCT
american_scientific_journal-2534	216	25	fifth	fifth	ADJ
american_scientific_journal-2534	216	26	200	200	NUM
american_scientific_journal-2534	216	27	svm	svm	NOUN
american_scientific_journal-2534	216	28	10	10	NUM
american_scientific_journal-2534	216	29	18	18	NUM
american_scientific_journal-2534	216	30	one	one	NUM
american_scientific_journal-2534	216	31	-	-	PUNCT
american_scientific_journal-2534	216	32	fifth	fifth	ADJ
american_scientific_journal-2534	216	33	460	460	NUM
american_scientific_journal-2534	216	34	k	k	NOUN
american_scientific_journal-2534	216	35	-	-	PUNCT
american_scientific_journal-2534	216	36	nn	nn	PROPN
american_scientific_journal-2534	216	37	3	3	NUM
american_scientific_journal-2534	216	38	9	9	NUM
american_scientific_journal-2534	216	39	full	full	ADJ
american_scientific_journal-2534	216	40	200	200	NUM
american_scientific_journal-2534	216	41	k	k	PROPN
american_scientific_journal-2534	216	42	-	-	PUNCT
american_scientific_journal-2534	216	43	nn	nn	PROPN
american_scientific_journal-2534	216	44	11	11	NUM
american_scientific_journal-2534	216	45	18	18	NUM
american_scientific_journal-2534	216	46	full	full	ADJ
american_scientific_journal-2534	216	47	200	200	NUM
american_scientific_journal-2534	216	48	svm	svm	NOUN
american_scientific_journal-2534	216	49	4	4	NUM
american_scientific_journal-2534	216	50	9	9	NUM
american_scientific_journal-2534	216	51	one	one	NUM
american_scientific_journal-2534	216	52	-	-	PUNCT
american_scientific_journal-2534	216	53	fifth	fifth	NOUN
american_scientific_journal-2534	216	54	200	200	NUM
american_scientific_journal-2534	216	55	k	k	NOUN
american_scientific_journal-2534	216	56	-	-	PUNCT
american_scientific_journal-2534	216	57	nn	nn	PROPN
american_scientific_journal-2534	216	58	12	12	NUM
american_scientific_journal-2534	216	59	18	18	NUM
american_scientific_journal-2534	216	60	one	one	NUM
american_scientific_journal-2534	216	61	-	-	PUNCT
american_scientific_journal-2534	216	62	fifth	fifth	ADJ
american_scientific_journal-2534	216	63	200	200	NUM
american_scientific_journal-2534	216	64	svm	svm	NOUN
american_scientific_journal-2534	216	65	5	5	NUM
american_scientific_journal-2534	216	66	18	18	NUM
american_scientific_journal-2534	216	67	full	full	ADJ
american_scientific_journal-2534	216	68	200	200	NUM
american_scientific_journal-2534	216	69	k	k	PROPN
american_scientific_journal-2534	216	70	-	-	PUNCT
american_scientific_journal-2534	216	71	nn	nn	PROPN
american_scientific_journal-2534	216	72	13	13	NUM
american_scientific_journal-2534	216	73	18	18	NUM
american_scientific_journal-2534	216	74	full	full	ADJ
american_scientific_journal-2534	216	75	460	460	NUM
american_scientific_journal-2534	216	76	svm	svm	NOUN
american_scientific_journal-2534	216	77	6	6	NUM
american_scientific_journal-2534	216	78	18	18	NUM
american_scientific_journal-2534	216	79	one	one	NUM
american_scientific_journal-2534	216	80	-	-	PUNCT
american_scientific_journal-2534	216	81	fifth	fifth	NOUN
american_scientific_journal-2534	216	82	200	200	NUM
american_scientific_journal-2534	216	83	k	k	PROPN
american_scientific_journal-2534	216	84	-	-	PUNCT
american_scientific_journal-2534	216	85	nn	nn	PROPN
american_scientific_journal-2534	216	86	14	14	NUM
american_scientific_journal-2534	216	87	18	18	NUM
american_scientific_journal-2534	216	88	one	one	NUM
american_scientific_journal-2534	216	89	-	-	PUNCT
american_scientific_journal-2534	216	90	fifth	fifth	ADJ
american_scientific_journal-2534	216	91	460	460	NUM
american_scientific_journal-2534	216	92	svm	svm	NOUN
american_scientific_journal-2534	216	93	7	7	NUM
american_scientific_journal-2534	216	94	9	9	NUM
american_scientific_journal-2534	216	95	full	full	ADJ
american_scientific_journal-2534	216	96	460	460	NUM
american_scientific_journal-2534	216	97	k	k	NOUN
american_scientific_journal-2534	216	98	-	-	PUNCT
american_scientific_journal-2534	216	99	nn	nn	PROPN
american_scientific_journal-2534	216	100	15	15	NUM
american_scientific_journal-2534	216	101	9	9	NUM
american_scientific_journal-2534	216	102	full	full	ADJ
american_scientific_journal-2534	216	103	460	460	NUM
american_scientific_journal-2534	216	104	svm	svm	NOUN
american_scientific_journal-2534	216	105	8	8	NUM
american_scientific_journal-2534	216	106	9	9	NUM
american_scientific_journal-2534	216	107	one	one	NUM
american_scientific_journal-2534	216	108	-	-	PUNCT
american_scientific_journal-2534	216	109	fifth	fifth	ADJ
american_scientific_journal-2534	216	110	460	460	NUM
american_scientific_journal-2534	216	111	k	k	NOUN
american_scientific_journal-2534	216	112	-	-	PUNCT
american_scientific_journal-2534	216	113	nn	nn	INTJ
american_scientific_journal-2534	216	114	16	16	NUM
american_scientific_journal-2534	216	115	9	9	NUM
american_scientific_journal-2534	216	116	one	one	NUM
american_scientific_journal-2534	216	117	-	-	PUNCT
american_scientific_journal-2534	216	118	fifth	fifth	ADJ
american_scientific_journal-2534	216	119	460	460	NUM
american_scientific_journal-2534	216	120	svm	svm	NOUN
american_scientific_journal-2534	216	121	additionally	additionally	ADV
american_scientific_journal-2534	216	122	,	,	PUNCT
american_scientific_journal-2534	216	123	the	the	DET
american_scientific_journal-2534	216	124	accuracy	accuracy	NOUN
american_scientific_journal-2534	216	125	values	value	NOUN
american_scientific_journal-2534	216	126	delineated	delineate	VERB
american_scientific_journal-2534	216	127	below	below	ADP
american_scientific_journal-2534	216	128	demonstrate	demonstrate	NOUN
american_scientific_journal-2534	216	129	which	which	DET
american_scientific_journal-2534	216	130	experiment	experiment	NOUN
american_scientific_journal-2534	216	131	was	be	AUX
american_scientific_journal-2534	216	132	the	the	DET
american_scientific_journal-2534	216	133	most	most	ADV
american_scientific_journal-2534	216	134	successful	successful	ADJ
american_scientific_journal-2534	216	135	.	.	PUNCT
american_scientific_journal-2534	217	1	this	this	DET
american_scientific_journal-2534	217	2	graph	graph	NOUN
american_scientific_journal-2534	217	3	show	show	VERB
american_scientific_journal-2534	217	4	that	that	SCONJ
american_scientific_journal-2534	217	5	the	the	DET
american_scientific_journal-2534	217	6	best	good	ADJ
american_scientific_journal-2534	217	7	result	result	NOUN
american_scientific_journal-2534	217	8	was	be	AUX
american_scientific_journal-2534	217	9	achieved	achieve	VERB
american_scientific_journal-2534	217	10	in	in	ADP
american_scientific_journal-2534	217	11	samples	sample	NOUN
american_scientific_journal-2534	217	12	#	#	SYM
american_scientific_journal-2534	217	13	15	15	NUM
american_scientific_journal-2534	217	14	and	and	CCONJ
american_scientific_journal-2534	217	15	16	16	NUM
american_scientific_journal-2534	217	16	,	,	PUNCT
american_scientific_journal-2534	217	17	which	which	PRON
american_scientific_journal-2534	217	18	represent	represent	VERB
american_scientific_journal-2534	217	19	the	the	DET
american_scientific_journal-2534	217	20	svm	svm	NOUN
american_scientific_journal-2534	217	21	trained	train	VERB
american_scientific_journal-2534	217	22	by	by	ADP
american_scientific_journal-2534	217	23	460	460	NUM
american_scientific_journal-2534	217	24	data	datum	NOUN
american_scientific_journal-2534	217	25	and	and	CCONJ
american_scientific_journal-2534	217	26	nine	nine	NUM
american_scientific_journal-2534	217	27	features	feature	NOUN
american_scientific_journal-2534	217	28	on	on	ADP
american_scientific_journal-2534	217	29	the	the	DET
american_scientific_journal-2534	217	30	whole	whole	NOUN
american_scientific_journal-2534	217	31	of	of	ADP
american_scientific_journal-2534	217	32	images	image	NOUN
american_scientific_journal-2534	217	33	and	and	CCONJ
american_scientific_journal-2534	217	34	the	the	DET
american_scientific_journal-2534	217	35	svm	svm	NOUN
american_scientific_journal-2534	217	36	trained	train	VERB
american_scientific_journal-2534	217	37	by	by	ADP
american_scientific_journal-2534	217	38	460	460	NUM
american_scientific_journal-2534	217	39	data	datum	NOUN
american_scientific_journal-2534	217	40	and	and	CCONJ
american_scientific_journal-2534	217	41	nine	nine	NUM
american_scientific_journal-2534	217	42	features	feature	NOUN
american_scientific_journal-2534	217	43	on	on	ADP
american_scientific_journal-2534	217	44	one	one	NUM
american_scientific_journal-2534	217	45	-	-	PUNCT
american_scientific_journal-2534	217	46	fifth	fifth	NOUN
american_scientific_journal-2534	217	47	of	of	ADP
american_scientific_journal-2534	217	48	the	the	DET
american_scientific_journal-2534	217	49	top	top	NOUN
american_scientific_journal-2534	217	50	of	of	ADP
american_scientific_journal-2534	217	51	images	image	NOUN
american_scientific_journal-2534	217	52	,	,	PUNCT
american_scientific_journal-2534	217	53	respectively	respectively	ADV
american_scientific_journal-2534	217	54	.	.	PUNCT
american_scientific_journal-2534	218	1	these	these	DET
american_scientific_journal-2534	218	2	results	result	NOUN
american_scientific_journal-2534	218	3	were	be	AUX
american_scientific_journal-2534	218	4	expected	expect	VERB
american_scientific_journal-2534	218	5	.	.	PUNCT
american_scientific_journal-2534	219	1	the	the	DET
american_scientific_journal-2534	219	2	most	most	ADV
american_scientific_journal-2534	219	3	accurate	accurate	ADJ
american_scientific_journal-2534	219	4	experiment	experiment	NOUN
american_scientific_journal-2534	219	5	had	have	VERB
american_scientific_journal-2534	219	6	a	a	DET
american_scientific_journal-2534	219	7	99	99	NUM
american_scientific_journal-2534	219	8	%	%	NOUN
american_scientific_journal-2534	219	9	accuracy	accuracy	NOUN
american_scientific_journal-2534	219	10	rate	rate	NOUN
american_scientific_journal-2534	219	11	,	,	PUNCT
american_scientific_journal-2534	219	12	and	and	CCONJ
american_scientific_journal-2534	219	13	the	the	DET
american_scientific_journal-2534	219	14	worst	bad	ADJ
american_scientific_journal-2534	219	15	result	result	NOUN
american_scientific_journal-2534	219	16	remained	remain	VERB
american_scientific_journal-2534	219	17	at	at	ADP
american_scientific_journal-2534	219	18	a	a	DET
american_scientific_journal-2534	219	19	55	55	NUM
american_scientific_journal-2534	219	20	%	%	NOUN
american_scientific_journal-2534	219	21	accuracy	accuracy	NOUN
american_scientific_journal-2534	219	22	rate	rate	NOUN
american_scientific_journal-2534	219	23	(	(	PUNCT
american_scientific_journal-2534	219	24	both	both	PRON
american_scientific_journal-2534	219	25	will	will	AUX
american_scientific_journal-2534	219	26	be	be	AUX
american_scientific_journal-2534	219	27	discussed	discuss	VERB
american_scientific_journal-2534	219	28	in	in	ADP
american_scientific_journal-2534	219	29	the	the	DET
american_scientific_journal-2534	219	30	“	"	PUNCT
american_scientific_journal-2534	219	31	comparison	comparison	NOUN
american_scientific_journal-2534	219	32	to	to	ADP
american_scientific_journal-2534	219	33	reference	reference	NOUN
american_scientific_journal-2534	219	34	papers	paper	NOUN
american_scientific_journal-2534	219	35	”	"	PUNCT
american_scientific_journal-2534	219	36	)	)	PUNCT
american_scientific_journal-2534	219	37	.	.	PUNCT
american_scientific_journal-2534	220	1	figure	figure	VERB
american_scientific_journal-2534	220	2	7	7	NUM
american_scientific_journal-2534	220	3	:	:	PUNCT
american_scientific_journal-2534	220	4	accuracy	accuracy	NOUN
american_scientific_journal-2534	220	5	of	of	ADP
american_scientific_journal-2534	220	6	classifiers	classifier	NOUN
american_scientific_journal-2534	220	7	in	in	ADP
american_scientific_journal-2534	220	8	terms	term	NOUN
american_scientific_journal-2534	220	9	of	of	ADP
american_scientific_journal-2534	220	10	16	16	NUM
american_scientific_journal-2534	220	11	different	different	ADJ
american_scientific_journal-2534	220	12	experiences	experience	NOUN
american_scientific_journal-2534	220	13	the	the	DET
american_scientific_journal-2534	220	14	lowest	low	ADJ
american_scientific_journal-2534	220	15	accuracy	accuracy	NOUN
american_scientific_journal-2534	220	16	rate	rate	NOUN
american_scientific_journal-2534	220	17	occurred	occur	VERB
american_scientific_journal-2534	220	18	in	in	ADP
american_scientific_journal-2534	220	19	the	the	DET
american_scientific_journal-2534	220	20	svm	svm	NOUN
american_scientific_journal-2534	220	21	trained	train	VERB
american_scientific_journal-2534	220	22	by	by	ADP
american_scientific_journal-2534	220	23	200	200	NUM
american_scientific_journal-2534	220	24	data	datum	NOUN
american_scientific_journal-2534	220	25	and	and	CCONJ
american_scientific_journal-2534	220	26	nine	nine	NUM
american_scientific_journal-2534	220	27	features	feature	NOUN
american_scientific_journal-2534	220	28	on	on	ADP
american_scientific_journal-2534	220	29	the	the	DET
american_scientific_journal-2534	220	30	whole	whole	NOUN
american_scientific_journal-2534	220	31	of	of	ADP
american_scientific_journal-2534	220	32	images	image	NOUN
american_scientific_journal-2534	220	33	and	and	CCONJ
american_scientific_journal-2534	220	34	one	one	NUM
american_scientific_journal-2534	220	35	-	-	PUNCT
american_scientific_journal-2534	220	36	fifth	fifth	NOUN
american_scientific_journal-2534	220	37	of	of	ADP
american_scientific_journal-2534	220	38	the	the	DET
american_scientific_journal-2534	220	39	top	top	NOUN
american_scientific_journal-2534	220	40	of	of	ADP
american_scientific_journal-2534	220	41	images	image	NOUN
american_scientific_journal-2534	220	42	,	,	PUNCT
american_scientific_journal-2534	220	43	respectively	respectively	ADV
american_scientific_journal-2534	220	44	.	.	PUNCT
american_scientific_journal-2534	221	1	american	american	PROPN
american_scientific_journal-2534	221	2	scientific	scientific	ADJ
american_scientific_journal-2534	221	3	research	research	PROPN
american_scientific_journal-2534	221	4	journal	journal	NOUN
american_scientific_journal-2534	221	5	for	for	ADP
american_scientific_journal-2534	221	6	engineering	engineering	NOUN
american_scientific_journal-2534	221	7	,	,	PUNCT
american_scientific_journal-2534	221	8	technology	technology	NOUN
american_scientific_journal-2534	221	9	,	,	PUNCT
american_scientific_journal-2534	221	10	and	and	CCONJ
american_scientific_journal-2534	221	11	sciences	science	NOUN
american_scientific_journal-2534	221	12	(	(	PUNCT
american_scientific_journal-2534	221	13	asrjets	asrjet	NOUN
american_scientific_journal-2534	221	14	)	)	PUNCT
american_scientific_journal-2534	221	15	(	(	PUNCT
american_scientific_journal-2534	221	16	2016	2016	NUM
american_scientific_journal-2534	221	17	)	)	PUNCT
american_scientific_journal-2534	221	18	volume	volume	NOUN
american_scientific_journal-2534	221	19	26	26	NUM
american_scientific_journal-2534	221	20	,	,	PUNCT
american_scientific_journal-2534	221	21	no	no	DET
american_scientific_journal-2534	221	22	3	3	NUM
american_scientific_journal-2534	221	23	,	,	PUNCT
american_scientific_journal-2534	221	24	pp	pp	ADV
american_scientific_journal-2534	221	25	317	317	NUM
american_scientific_journal-2534	221	26	-	-	SYM
american_scientific_journal-2534	221	27	334	334	NUM
american_scientific_journal-2534	221	28	331	331	NUM
american_scientific_journal-2534	221	29	5	5	NUM
american_scientific_journal-2534	221	30	.	.	PUNCT
american_scientific_journal-2534	222	1	related	relate	VERB
american_scientific_journal-2534	222	2	works	work	VERB
american_scientific_journal-2534	222	3	two	two	NUM
american_scientific_journal-2534	222	4	critical	critical	ADJ
american_scientific_journal-2534	222	5	parameters	parameter	NOUN
american_scientific_journal-2534	222	6	which	which	PRON
american_scientific_journal-2534	222	7	must	must	AUX
american_scientific_journal-2534	222	8	be	be	AUX
american_scientific_journal-2534	222	9	compared	compare	VERB
american_scientific_journal-2534	222	10	to	to	ADP
american_scientific_journal-2534	222	11	reference	reference	NOUN
american_scientific_journal-2534	222	12	papers	paper	NOUN
american_scientific_journal-2534	222	13	are	be	AUX
american_scientific_journal-2534	222	14	the	the	DET
american_scientific_journal-2534	222	15	number	number	NOUN
american_scientific_journal-2534	222	16	of	of	ADP
american_scientific_journal-2534	222	17	data	datum	NOUN
american_scientific_journal-2534	222	18	used	use	VERB
american_scientific_journal-2534	222	19	in	in	ADP
american_scientific_journal-2534	222	20	this	this	DET
american_scientific_journal-2534	222	21	project	project	NOUN
american_scientific_journal-2534	222	22	and	and	CCONJ
american_scientific_journal-2534	222	23	the	the	DET
american_scientific_journal-2534	222	24	accuracy	accuracy	NOUN
american_scientific_journal-2534	222	25	of	of	ADP
american_scientific_journal-2534	222	26	the	the	DET
american_scientific_journal-2534	222	27	trained	train	VERB
american_scientific_journal-2534	222	28	classifiers	classifier	NOUN
american_scientific_journal-2534	222	29	.	.	PUNCT
american_scientific_journal-2534	223	1	the	the	DET
american_scientific_journal-2534	223	2	exact	exact	ADJ
american_scientific_journal-2534	223	3	number	number	NOUN
american_scientific_journal-2534	223	4	has	have	AUX
american_scientific_journal-2534	223	5	not	not	PART
american_scientific_journal-2534	223	6	been	be	AUX
american_scientific_journal-2534	223	7	mentioned	mention	VERB
american_scientific_journal-2534	223	8	in	in	ADP
american_scientific_journal-2534	223	9	two	two	NUM
american_scientific_journal-2534	223	10	reference	reference	NOUN
american_scientific_journal-2534	223	11	papers	paper	NOUN
american_scientific_journal-2534	223	12	[	[	X
american_scientific_journal-2534	223	13	1,2	1,2	NUM
american_scientific_journal-2534	223	14	]	]	PUNCT
american_scientific_journal-2534	223	15	but	but	CCONJ
american_scientific_journal-2534	223	16	they	they	PRON
american_scientific_journal-2534	223	17	have	have	AUX
american_scientific_journal-2534	223	18	used	use	VERB
american_scientific_journal-2534	223	19	thousands	thousand	NOUN
american_scientific_journal-2534	223	20	(	(	PUNCT
american_scientific_journal-2534	223	21	two	two	NUM
american_scientific_journal-2534	223	22	or	or	CCONJ
american_scientific_journal-2534	223	23	three	three	NUM
american_scientific_journal-2534	223	24	thousand	thousand	NUM
american_scientific_journal-2534	223	25	)	)	PUNCT
american_scientific_journal-2534	223	26	of	of	ADP
american_scientific_journal-2534	223	27	images	image	NOUN
american_scientific_journal-2534	223	28	in	in	ADP
american_scientific_journal-2534	223	29	order	order	NOUN
american_scientific_journal-2534	223	30	to	to	PART
american_scientific_journal-2534	223	31	train	train	VERB
american_scientific_journal-2534	223	32	and	and	CCONJ
american_scientific_journal-2534	223	33	test	test	VERB
american_scientific_journal-2534	223	34	their	their	PRON
american_scientific_journal-2534	223	35	classifiers	classifier	NOUN
american_scientific_journal-2534	223	36	.	.	PUNCT
american_scientific_journal-2534	224	1	therefore	therefore	ADV
american_scientific_journal-2534	224	2	,	,	PUNCT
american_scientific_journal-2534	224	3	with	with	ADP
american_scientific_journal-2534	224	4	the	the	DET
american_scientific_journal-2534	224	5	use	use	NOUN
american_scientific_journal-2534	224	6	of	of	ADP
american_scientific_journal-2534	224	7	this	this	DET
american_scientific_journal-2534	224	8	huge	huge	ADJ
american_scientific_journal-2534	224	9	number	number	NOUN
american_scientific_journal-2534	224	10	of	of	ADP
american_scientific_journal-2534	224	11	data	datum	NOUN
american_scientific_journal-2534	224	12	,	,	PUNCT
american_scientific_journal-2534	224	13	the	the	DET
american_scientific_journal-2534	224	14	results	result	NOUN
american_scientific_journal-2534	224	15	could	could	AUX
american_scientific_journal-2534	224	16	be	be	AUX
american_scientific_journal-2534	224	17	quite	quite	ADV
american_scientific_journal-2534	224	18	reliable	reliable	ADJ
american_scientific_journal-2534	224	19	.	.	PUNCT
american_scientific_journal-2534	225	1	two	two	NUM
american_scientific_journal-2534	225	2	accuracy	accuracy	NOUN
american_scientific_journal-2534	225	3	rates	rate	NOUN
american_scientific_journal-2534	225	4	have	have	AUX
american_scientific_journal-2534	225	5	been	be	AUX
american_scientific_journal-2534	225	6	reported	report	VERB
american_scientific_journal-2534	225	7	in	in	ADP
american_scientific_journal-2534	225	8	the	the	DET
american_scientific_journal-2534	225	9	reference	reference	NOUN
american_scientific_journal-2534	225	10	papers	paper	NOUN
american_scientific_journal-2534	225	11	:	:	PUNCT
american_scientific_journal-2534	225	12	94.56	94.56	NUM
american_scientific_journal-2534	225	13	%	%	NOUN
american_scientific_journal-2534	225	14	and	and	CCONJ
american_scientific_journal-2534	225	15	90.8	90.8	NUM
american_scientific_journal-2534	225	16	%	%	NOUN
american_scientific_journal-2534	225	17	.	.	PUNCT
american_scientific_journal-2534	226	1	the	the	DET
american_scientific_journal-2534	226	2	datasets	dataset	NOUN
american_scientific_journal-2534	226	3	used	use	VERB
american_scientific_journal-2534	226	4	in	in	ADP
american_scientific_journal-2534	226	5	this	this	DET
american_scientific_journal-2534	226	6	report	report	NOUN
american_scientific_journal-2534	226	7	are	be	AUX
american_scientific_journal-2534	226	8	about	about	ADV
american_scientific_journal-2534	226	9	660	660	NUM
american_scientific_journal-2534	226	10	and	and	CCONJ
american_scientific_journal-2534	226	11	the	the	DET
american_scientific_journal-2534	226	12	best	good	ADJ
american_scientific_journal-2534	226	13	result	result	NOUN
american_scientific_journal-2534	226	14	recorded	record	VERB
american_scientific_journal-2534	226	15	in	in	ADP
american_scientific_journal-2534	226	16	this	this	DET
american_scientific_journal-2534	226	17	report	report	NOUN
american_scientific_journal-2534	226	18	had	have	VERB
american_scientific_journal-2534	226	19	a	a	DET
american_scientific_journal-2534	226	20	97	97	NUM
american_scientific_journal-2534	226	21	%	%	NOUN
american_scientific_journal-2534	226	22	accuracy	accuracy	NOUN
american_scientific_journal-2534	226	23	rate	rate	NOUN
american_scientific_journal-2534	226	24	,	,	PUNCT
american_scientific_journal-2534	226	25	compared	compare	VERB
american_scientific_journal-2534	226	26	to	to	ADP
american_scientific_journal-2534	226	27	a	a	DET
american_scientific_journal-2534	226	28	55	55	NUM
american_scientific_journal-2534	226	29	%	%	NOUN
american_scientific_journal-2534	226	30	accuracy	accuracy	NOUN
american_scientific_journal-2534	226	31	rate	rate	NOUN
american_scientific_journal-2534	226	32	in	in	ADP
american_scientific_journal-2534	226	33	the	the	DET
american_scientific_journal-2534	226	34	worst	bad	ADJ
american_scientific_journal-2534	226	35	situation	situation	NOUN
american_scientific_journal-2534	226	36	.	.	PUNCT
american_scientific_journal-2534	227	1	one	one	NUM
american_scientific_journal-2534	227	2	good	good	ADJ
american_scientific_journal-2534	227	3	question	question	NOUN
american_scientific_journal-2534	227	4	is	be	AUX
american_scientific_journal-2534	227	5	why	why	SCONJ
american_scientific_journal-2534	227	6	the	the	DET
american_scientific_journal-2534	227	7	better	well	ADJ
american_scientific_journal-2534	227	8	result	result	NOUN
american_scientific_journal-2534	227	9	and	and	CCONJ
american_scientific_journal-2534	227	10	,	,	PUNCT
american_scientific_journal-2534	227	11	conversely	conversely	ADV
american_scientific_journal-2534	227	12	,	,	PUNCT
american_scientific_journal-2534	227	13	why	why	SCONJ
american_scientific_journal-2534	227	14	the	the	DET
american_scientific_journal-2534	227	15	worst	bad	ADJ
american_scientific_journal-2534	227	16	result	result	NOUN
american_scientific_journal-2534	227	17	?	?	PUNCT
american_scientific_journal-2534	228	1	the	the	DET
american_scientific_journal-2534	228	2	principal	principal	ADJ
american_scientific_journal-2534	228	3	answer	answer	NOUN
american_scientific_journal-2534	228	4	to	to	ADP
american_scientific_journal-2534	228	5	these	these	DET
american_scientific_journal-2534	228	6	questions	question	NOUN
american_scientific_journal-2534	228	7	can	can	AUX
american_scientific_journal-2534	228	8	be	be	AUX
american_scientific_journal-2534	228	9	derived	derive	VERB
american_scientific_journal-2534	228	10	from	from	ADP
american_scientific_journal-2534	228	11	the	the	DET
american_scientific_journal-2534	228	12	datasets	dataset	NOUN
american_scientific_journal-2534	228	13	.	.	PUNCT
american_scientific_journal-2534	229	1	the	the	DET
american_scientific_journal-2534	229	2	datasets	dataset	NOUN
american_scientific_journal-2534	229	3	used	use	VERB
american_scientific_journal-2534	229	4	here	here	ADV
american_scientific_journal-2534	229	5	were	be	AUX
american_scientific_journal-2534	229	6	selected	select	VERB
american_scientific_journal-2534	229	7	randomly	randomly	ADV
american_scientific_journal-2534	229	8	on	on	ADP
american_scientific_journal-2534	229	9	the	the	DET
american_scientific_journal-2534	229	10	internet	internet	NOUN
american_scientific_journal-2534	229	11	and	and	CCONJ
american_scientific_journal-2534	229	12	different	different	ADJ
american_scientific_journal-2534	229	13	databases	database	NOUN
american_scientific_journal-2534	229	14	,	,	PUNCT
american_scientific_journal-2534	229	15	and	and	CCONJ
american_scientific_journal-2534	229	16	they	they	PRON
american_scientific_journal-2534	229	17	had	have	VERB
american_scientific_journal-2534	229	18	a	a	DET
american_scientific_journal-2534	229	19	lot	lot	NOUN
american_scientific_journal-2534	229	20	of	of	ADP
american_scientific_journal-2534	229	21	restrictions	restriction	NOUN
american_scientific_journal-2534	229	22	in	in	ADP
american_scientific_journal-2534	229	23	terms	term	NOUN
american_scientific_journal-2534	229	24	of	of	ADP
american_scientific_journal-2534	229	25	diversity	diversity	NOUN
american_scientific_journal-2534	229	26	and	and	CCONJ
american_scientific_journal-2534	229	27	variety	variety	NOUN
american_scientific_journal-2534	229	28	.	.	PUNCT
american_scientific_journal-2534	230	1	as	as	ADP
american_scientific_journal-2534	230	2	a	a	DET
american_scientific_journal-2534	230	3	result	result	NOUN
american_scientific_journal-2534	230	4	,	,	PUNCT
american_scientific_journal-2534	230	5	it	it	PRON
american_scientific_journal-2534	230	6	is	be	AUX
american_scientific_journal-2534	230	7	quite	quite	ADV
american_scientific_journal-2534	230	8	possible	possible	ADJ
american_scientific_journal-2534	230	9	that	that	SCONJ
american_scientific_journal-2534	230	10	in	in	ADP
american_scientific_journal-2534	230	11	the	the	DET
american_scientific_journal-2534	230	12	best	good	ADJ
american_scientific_journal-2534	230	13	result	result	NOUN
american_scientific_journal-2534	230	14	,	,	PUNCT
american_scientific_journal-2534	230	15	there	there	PRON
american_scientific_journal-2534	230	16	would	would	AUX
american_scientific_journal-2534	230	17	be	be	AUX
american_scientific_journal-2534	230	18	a	a	DET
american_scientific_journal-2534	230	19	high	high	ADJ
american_scientific_journal-2534	230	20	level	level	NOUN
american_scientific_journal-2534	230	21	of	of	ADP
american_scientific_journal-2534	230	22	similarity	similarity	NOUN
american_scientific_journal-2534	230	23	between	between	ADP
american_scientific_journal-2534	230	24	the	the	DET
american_scientific_journal-2534	230	25	training	training	NOUN
american_scientific_journal-2534	230	26	data	datum	NOUN
american_scientific_journal-2534	230	27	and	and	CCONJ
american_scientific_journal-2534	230	28	the	the	DET
american_scientific_journal-2534	230	29	test	test	NOUN
american_scientific_journal-2534	230	30	data	datum	NOUN
american_scientific_journal-2534	230	31	.	.	PUNCT
american_scientific_journal-2534	231	1	in	in	ADP
american_scientific_journal-2534	231	2	the	the	DET
american_scientific_journal-2534	231	3	worst	bad	ADJ
american_scientific_journal-2534	231	4	situation	situation	NOUN
american_scientific_journal-2534	231	5	,	,	PUNCT
american_scientific_journal-2534	231	6	the	the	DET
american_scientific_journal-2534	231	7	classifier	classifier	NOUN
american_scientific_journal-2534	231	8	did	do	AUX
american_scientific_journal-2534	231	9	not	not	PART
american_scientific_journal-2534	231	10	encounter	encounter	VERB
american_scientific_journal-2534	231	11	enough	enough	ADJ
american_scientific_journal-2534	231	12	diverse	diverse	ADJ
american_scientific_journal-2534	231	13	data	datum	NOUN
american_scientific_journal-2534	231	14	,	,	PUNCT
american_scientific_journal-2534	231	15	especially	especially	ADV
american_scientific_journal-2534	231	16	for	for	ADP
american_scientific_journal-2534	231	17	non	non	ADJ
american_scientific_journal-2534	231	18	-	-	ADJ
american_scientific_journal-2534	231	19	black	black	ADJ
american_scientific_journal-2534	231	20	hair	hair	NOUN
american_scientific_journal-2534	231	21	images	image	NOUN
american_scientific_journal-2534	231	22	.	.	PUNCT
american_scientific_journal-2534	232	1	one	one	NUM
american_scientific_journal-2534	232	2	weakness	weakness	NOUN
american_scientific_journal-2534	232	3	here	here	ADV
american_scientific_journal-2534	232	4	could	could	AUX
american_scientific_journal-2534	232	5	be	be	AUX
american_scientific_journal-2534	232	6	the	the	DET
american_scientific_journal-2534	232	7	versatility	versatility	NOUN
american_scientific_journal-2534	232	8	of	of	ADP
american_scientific_journal-2534	232	9	data	datum	NOUN
american_scientific_journal-2534	232	10	.	.	PUNCT
american_scientific_journal-2534	233	1	because	because	SCONJ
american_scientific_journal-2534	233	2	of	of	ADP
american_scientific_journal-2534	233	3	time	time	NOUN
american_scientific_journal-2534	233	4	limits	limit	NOUN
american_scientific_journal-2534	233	5	and	and	CCONJ
american_scientific_journal-2534	233	6	the	the	DET
american_scientific_journal-2534	233	7	timeconsuming	timeconsuming	ADJ
american_scientific_journal-2534	233	8	nature	nature	NOUN
american_scientific_journal-2534	233	9	of	of	ADP
american_scientific_journal-2534	233	10	data	datum	NOUN
american_scientific_journal-2534	233	11	preparation	preparation	NOUN
american_scientific_journal-2534	233	12	,	,	PUNCT
american_scientific_journal-2534	233	13	the	the	DET
american_scientific_journal-2534	233	14	dataset	dataset	NOUN
american_scientific_journal-2534	233	15	used	use	VERB
american_scientific_journal-2534	233	16	was	be	AUX
american_scientific_journal-2534	233	17	not	not	PART
american_scientific_journal-2534	233	18	quite	quite	ADV
american_scientific_journal-2534	233	19	ideal	ideal	ADJ
american_scientific_journal-2534	233	20	.	.	PUNCT
american_scientific_journal-2534	234	1	if	if	SCONJ
american_scientific_journal-2534	234	2	the	the	DET
american_scientific_journal-2534	234	3	average	average	NOUN
american_scientific_journal-2534	234	4	is	be	AUX
american_scientific_journal-2534	234	5	taken	take	VERB
american_scientific_journal-2534	234	6	for	for	ADP
american_scientific_journal-2534	234	7	precision	precision	NOUN
american_scientific_journal-2534	234	8	,	,	PUNCT
american_scientific_journal-2534	234	9	recall	recall	NOUN
american_scientific_journal-2534	234	10	and	and	CCONJ
american_scientific_journal-2534	234	11	accuracy	accuracy	NOUN
american_scientific_journal-2534	234	12	of	of	ADP
american_scientific_journal-2534	234	13	these	these	DET
american_scientific_journal-2534	234	14	results	result	NOUN
american_scientific_journal-2534	234	15	,	,	PUNCT
american_scientific_journal-2534	234	16	the	the	DET
american_scientific_journal-2534	234	17	following	follow	VERB
american_scientific_journal-2534	234	18	holds	hold	VERB
american_scientific_journal-2534	234	19	.	.	PUNCT
american_scientific_journal-2534	235	1	the	the	DET
american_scientific_journal-2534	235	2	above	above	ADJ
american_scientific_journal-2534	235	3	table	table	NOUN
american_scientific_journal-2534	235	4	justifies	justify	VERB
american_scientific_journal-2534	235	5	that	that	SCONJ
american_scientific_journal-2534	235	6	the	the	DET
american_scientific_journal-2534	235	7	reliable	reliable	ADJ
american_scientific_journal-2534	235	8	precision	precision	NOUN
american_scientific_journal-2534	235	9	of	of	ADP
american_scientific_journal-2534	235	10	this	this	DET
american_scientific_journal-2534	235	11	work	work	NOUN
american_scientific_journal-2534	235	12	is	be	AUX
american_scientific_journal-2534	235	13	82.125	82.125	NUM
american_scientific_journal-2534	235	14	±	±	NUM
american_scientific_journal-2534	235	15	3	3	NUM
american_scientific_journal-2534	235	16	%	%	NOUN
american_scientific_journal-2534	235	17	which	which	DET
american_scientific_journal-2534	235	18	almost	almost	ADV
american_scientific_journal-2534	235	19	85	85	NUM
american_scientific_journal-2534	235	20	%	%	NOUN
american_scientific_journal-2534	235	21	,	,	PUNCT
american_scientific_journal-2534	235	22	and	and	CCONJ
american_scientific_journal-2534	235	23	this	this	PRON
american_scientific_journal-2534	235	24	could	could	AUX
american_scientific_journal-2534	235	25	represent	represent	VERB
american_scientific_journal-2534	235	26	an	an	DET
american_scientific_journal-2534	235	27	acceptable	acceptable	ADJ
american_scientific_journal-2534	235	28	rate	rate	NOUN
american_scientific_journal-2534	235	29	of	of	ADP
american_scientific_journal-2534	235	30	precision	precision	NOUN
american_scientific_journal-2534	235	31	compared	compare	VERB
american_scientific_journal-2534	235	32	to	to	ADP
american_scientific_journal-2534	235	33	almost	almost	ADV
american_scientific_journal-2534	235	34	91	91	NUM
american_scientific_journal-2534	235	35	%	%	NOUN
american_scientific_journal-2534	235	36	in	in	ADP
american_scientific_journal-2534	235	37	the	the	DET
american_scientific_journal-2534	235	38	reference	reference	NOUN
american_scientific_journal-2534	235	39	paper	paper	NOUN
american_scientific_journal-2534	235	40	.	.	PUNCT
american_scientific_journal-2534	236	1	on	on	ADP
american_scientific_journal-2534	236	2	the	the	DET
american_scientific_journal-2534	236	3	other	other	ADJ
american_scientific_journal-2534	236	4	hand	hand	NOUN
american_scientific_journal-2534	236	5	,	,	PUNCT
american_scientific_journal-2534	236	6	this	this	DET
american_scientific_journal-2534	236	7	table	table	NOUN
american_scientific_journal-2534	236	8	shows	show	VERB
american_scientific_journal-2534	236	9	that	that	SCONJ
american_scientific_journal-2534	236	10	the	the	DET
american_scientific_journal-2534	236	11	recall	recall	NOUN
american_scientific_journal-2534	236	12	rate	rate	NOUN
american_scientific_journal-2534	236	13	is	be	AUX
american_scientific_journal-2534	236	14	not	not	PART
american_scientific_journal-2534	236	15	as	as	ADV
american_scientific_journal-2534	236	16	accurate	accurate	ADJ
american_scientific_journal-2534	236	17	as	as	ADP
american_scientific_journal-2534	236	18	the	the	DET
american_scientific_journal-2534	236	19	rate	rate	NOUN
american_scientific_journal-2534	236	20	of	of	ADP
american_scientific_journal-2534	236	21	precision	precision	NOUN
american_scientific_journal-2534	236	22	.	.	PUNCT
american_scientific_journal-2534	237	1	this	this	PRON
american_scientific_journal-2534	237	2	shows	show	VERB
american_scientific_journal-2534	237	3	that	that	SCONJ
american_scientific_journal-2534	237	4	the	the	DET
american_scientific_journal-2534	237	5	nonblack	nonblack	PROPN
american_scientific_journal-2534	237	6	hair	hair	NOUN
american_scientific_journal-2534	237	7	data	datum	NOUN
american_scientific_journal-2534	237	8	could	could	AUX
american_scientific_journal-2534	237	9	not	not	PART
american_scientific_journal-2534	237	10	train	train	VERB
american_scientific_journal-2534	237	11	the	the	DET
american_scientific_journal-2534	237	12	classifier	classifier	NOUN
american_scientific_journal-2534	237	13	very	very	ADV
american_scientific_journal-2534	237	14	well	well	ADV
american_scientific_journal-2534	237	15	,	,	PUNCT
american_scientific_journal-2534	237	16	and	and	CCONJ
american_scientific_journal-2534	237	17	this	this	PRON
american_scientific_journal-2534	237	18	is	be	AUX
american_scientific_journal-2534	237	19	obvious	obvious	ADJ
american_scientific_journal-2534	237	20	,	,	PUNCT
american_scientific_journal-2534	237	21	as	as	SCONJ
american_scientific_journal-2534	237	22	mentioned	mention	VERB
american_scientific_journal-2534	237	23	previously	previously	ADV
american_scientific_journal-2534	237	24	.	.	PUNCT
american_scientific_journal-2534	238	1	because	because	SCONJ
american_scientific_journal-2534	238	2	of	of	ADP
american_scientific_journal-2534	238	3	the	the	DET
american_scientific_journal-2534	238	4	vast	vast	ADJ
american_scientific_journal-2534	238	5	diversity	diversity	NOUN
american_scientific_journal-2534	238	6	of	of	ADP
american_scientific_journal-2534	238	7	non	non	ADJ
american_scientific_journal-2534	238	8	-	-	ADJ
american_scientific_journal-2534	238	9	black	black	ADJ
american_scientific_journal-2534	238	10	hair	hair	NOUN
american_scientific_journal-2534	238	11	colors	color	NOUN
american_scientific_journal-2534	238	12	,	,	PUNCT
american_scientific_journal-2534	238	13	the	the	DET
american_scientific_journal-2534	238	14	datasets	dataset	NOUN
american_scientific_journal-2534	238	15	used	use	VERB
american_scientific_journal-2534	238	16	did	do	AUX
american_scientific_journal-2534	238	17	not	not	PART
american_scientific_journal-2534	238	18	include	include	VERB
american_scientific_journal-2534	238	19	all	all	DET
american_scientific_journal-2534	238	20	possible	possible	ADJ
american_scientific_journal-2534	238	21	colors	color	NOUN
american_scientific_journal-2534	238	22	for	for	ADP
american_scientific_journal-2534	238	23	non	non	ADJ
american_scientific_journal-2534	238	24	-	-	ADJ
american_scientific_journal-2534	238	25	black	black	ADJ
american_scientific_journal-2534	238	26	hair	hair	NOUN
american_scientific_journal-2534	238	27	.	.	PUNCT
american_scientific_journal-2534	239	1	table	table	NOUN
american_scientific_journal-2534	239	2	6	6	NUM
american_scientific_journal-2534	239	3	:	:	PUNCT
american_scientific_journal-2534	239	4	mean	mean	VERB
american_scientific_journal-2534	239	5	and	and	CCONJ
american_scientific_journal-2534	239	6	variance	variance	NOUN
american_scientific_journal-2534	239	7	of	of	ADP
american_scientific_journal-2534	239	8	performance	performance	NOUN
american_scientific_journal-2534	239	9	parameters	parameter	NOUN
american_scientific_journal-2534	240	1	svm	svm	VERB
american_scientific_journal-2534	240	2	mean	mean	VERB
american_scientific_journal-2534	240	3	var	var	PROPN
american_scientific_journal-2534	240	4	accuracy	accuracy	PROPN
american_scientific_journal-2534	240	5	0.775625	0.775625	NUM
american_scientific_journal-2534	240	6	0.111398	0.111398	NUM
american_scientific_journal-2534	240	7	precision	precision	NOUN
american_scientific_journal-2534	240	8	0.82125	0.82125	NUM
american_scientific_journal-2534	240	9	0.029127	0.029127	NUM
american_scientific_journal-2534	240	10	recall	recall	VERB
american_scientific_journal-2534	240	11	0.77144782	0.77144782	NUM
american_scientific_journal-2534	240	12	0.042222	0.042222	NUM
american_scientific_journal-2534	240	13	6	6	NUM
american_scientific_journal-2534	240	14	.	.	PUNCT
american_scientific_journal-2534	241	1	image	image	NOUN
american_scientific_journal-2534	241	2	analysis	analysis	NOUN
american_scientific_journal-2534	241	3	in	in	ADP
american_scientific_journal-2534	241	4	the	the	DET
american_scientific_journal-2534	241	5	following	follow	VERB
american_scientific_journal-2534	241	6	figures	figure	NOUN
american_scientific_journal-2534	241	7	,	,	PUNCT
american_scientific_journal-2534	241	8	some	some	DET
american_scientific_journal-2534	241	9	sets	set	NOUN
american_scientific_journal-2534	241	10	of	of	ADP
american_scientific_journal-2534	241	11	images	image	NOUN
american_scientific_journal-2534	241	12	are	be	AUX
american_scientific_journal-2534	241	13	or	or	CCONJ
american_scientific_journal-2534	241	14	are	be	AUX
american_scientific_journal-2534	241	15	not	not	PART
american_scientific_journal-2534	241	16	truly	truly	ADV
american_scientific_journal-2534	241	17	distinguished	distinguish	VERB
american_scientific_journal-2534	241	18	by	by	ADP
american_scientific_journal-2534	241	19	svm	svm	PROPN
american_scientific_journal-2534	241	20	.	.	PUNCT
american_scientific_journal-2534	242	1	the	the	DET
american_scientific_journal-2534	242	2	similarities	similarity	NOUN
american_scientific_journal-2534	242	3	between	between	ADP
american_scientific_journal-2534	242	4	black	black	ADJ
american_scientific_journal-2534	242	5	hair	hair	NOUN
american_scientific_journal-2534	242	6	samples	sample	NOUN
american_scientific_journal-2534	242	7	that	that	PRON
american_scientific_journal-2534	242	8	are	be	AUX
american_scientific_journal-2534	242	9	well	well	ADV
american_scientific_journal-2534	242	10	-	-	PUNCT
american_scientific_journal-2534	242	11	detected	detect	VERB
american_scientific_journal-2534	242	12	is	be	AUX
american_scientific_journal-2534	242	13	based	base	VERB
american_scientific_journal-2534	242	14	on	on	ADP
american_scientific_journal-2534	242	15	color	color	NOUN
american_scientific_journal-2534	242	16	,	,	PUNCT
american_scientific_journal-2534	242	17	and	and	CCONJ
american_scientific_journal-2534	242	18	the	the	DET
american_scientific_journal-2534	242	19	similarities	similarity	NOUN
american_scientific_journal-2534	242	20	between	between	ADP
american_scientific_journal-2534	242	21	black	black	ADJ
american_scientific_journal-2534	242	22	hair	hair	NOUN
american_scientific_journal-2534	242	23	not	not	PART
american_scientific_journal-2534	242	24	distinguished	distinguish	VERB
american_scientific_journal-2534	242	25	as	as	ADP
american_scientific_journal-2534	242	26	black	black	ADJ
american_scientific_journal-2534	242	27	hair	hair	NOUN
american_scientific_journal-2534	242	28	is	be	AUX
american_scientific_journal-2534	242	29	a	a	DET
american_scientific_journal-2534	242	30	semi	semi	ADJ
american_scientific_journal-2534	242	31	-	-	ADJ
american_scientific_journal-2534	242	32	rotated	rotated	ADJ
american_scientific_journal-2534	242	33	face	face	NOUN
american_scientific_journal-2534	242	34	ignoring	ignore	VERB
american_scientific_journal-2534	242	35	one	one	NUM
american_scientific_journal-2534	242	36	eye	eye	NOUN
american_scientific_journal-2534	242	37	and	and	CCONJ
american_scientific_journal-2534	242	38	face	face	NOUN
american_scientific_journal-2534	242	39	normalization	normalization	NOUN
american_scientific_journal-2534	242	40	.	.	PUNCT
american_scientific_journal-2534	243	1	the	the	DET
american_scientific_journal-2534	243	2	non	non	ADJ
american_scientific_journal-2534	243	3	-	-	ADJ
american_scientific_journal-2534	243	4	black	black	ADJ
american_scientific_journal-2534	243	5	hair	hair	NOUN
american_scientific_journal-2534	243	6	that	that	PRON
american_scientific_journal-2534	243	7	is	be	AUX
american_scientific_journal-2534	243	8	well	well	ADV
american_scientific_journal-2534	243	9	-	-	PUNCT
american_scientific_journal-2534	243	10	detected	detect	VERB
american_scientific_journal-2534	243	11	had	have	VERB
american_scientific_journal-2534	243	12	enough	enough	ADJ
american_scientific_journal-2534	243	13	resembling	resemble	VERB
american_scientific_journal-2534	243	14	data	datum	NOUN
american_scientific_journal-2534	243	15	in	in	ADP
american_scientific_journal-2534	243	16	the	the	DET
american_scientific_journal-2534	243	17	training	training	NOUN
american_scientific_journal-2534	243	18	set	set	NOUN
american_scientific_journal-2534	243	19	,	,	PUNCT
american_scientific_journal-2534	243	20	and	and	CCONJ
american_scientific_journal-2534	243	21	the	the	DET
american_scientific_journal-2534	243	22	non	non	ADJ
american_scientific_journal-2534	243	23	-	-	ADJ
american_scientific_journal-2534	243	24	black	black	ADJ
american_scientific_journal-2534	243	25	hair	hair	NOUN
american_scientific_journal-2534	243	26	images	image	NOUN
american_scientific_journal-2534	243	27	that	that	PRON
american_scientific_journal-2534	243	28	were	be	AUX
american_scientific_journal-2534	243	29	inaccurately	inaccurately	ADV
american_scientific_journal-2534	243	30	detected	detect	VERB
american_scientific_journal-2534	243	31	were	be	AUX
american_scientific_journal-2534	243	32	poor	poor	ADJ
american_scientific_journal-2534	243	33	in	in	ADP
american_scientific_journal-2534	243	34	terms	term	NOUN
american_scientific_journal-2534	243	35	of	of	ADP
american_scientific_journal-2534	243	36	data	datum	NOUN
american_scientific_journal-2534	243	37	similarities	similarity	NOUN
american_scientific_journal-2534	243	38	in	in	ADP
american_scientific_journal-2534	243	39	the	the	DET
american_scientific_journal-2534	243	40	training	training	NOUN
american_scientific_journal-2534	243	41	dataset	dataset	NOUN
american_scientific_journal-2534	243	42	.	.	PUNCT
american_scientific_journal-2534	244	1	this	this	DET
american_scientific_journal-2534	244	2	procedure	procedure	NOUN
american_scientific_journal-2534	244	3	was	be	AUX
american_scientific_journal-2534	244	4	done	do	VERB
american_scientific_journal-2534	244	5	manually	manually	ADV
american_scientific_journal-2534	244	6	by	by	ADP
american_scientific_journal-2534	244	7	searching	search	VERB
american_scientific_journal-2534	244	8	the	the	DET
american_scientific_journal-2534	244	9	dataset	dataset	NOUN
american_scientific_journal-2534	244	10	and	and	CCONJ
american_scientific_journal-2534	244	11	examining	examine	VERB
american_scientific_journal-2534	244	12	all	all	DET
american_scientific_journal-2534	244	13	images	image	NOUN
american_scientific_journal-2534	244	14	.	.	PUNCT
american_scientific_journal-2534	245	1	american	american	ADJ
american_scientific_journal-2534	245	2	scientific	scientific	ADJ
american_scientific_journal-2534	245	3	research	research	PROPN
american_scientific_journal-2534	245	4	journal	journal	NOUN
american_scientific_journal-2534	245	5	for	for	ADP
american_scientific_journal-2534	245	6	engineering	engineering	NOUN
american_scientific_journal-2534	245	7	,	,	PUNCT
american_scientific_journal-2534	245	8	technology	technology	NOUN
american_scientific_journal-2534	245	9	,	,	PUNCT
american_scientific_journal-2534	245	10	and	and	CCONJ
american_scientific_journal-2534	245	11	sciences	science	NOUN
american_scientific_journal-2534	245	12	(	(	PUNCT
american_scientific_journal-2534	245	13	asrjets	asrjet	NOUN
american_scientific_journal-2534	245	14	)	)	PUNCT
american_scientific_journal-2534	245	15	(	(	PUNCT
american_scientific_journal-2534	245	16	2016	2016	NUM
american_scientific_journal-2534	245	17	)	)	PUNCT
american_scientific_journal-2534	245	18	volume	volume	NOUN
american_scientific_journal-2534	245	19	26	26	NUM
american_scientific_journal-2534	245	20	,	,	PUNCT
american_scientific_journal-2534	245	21	no	no	DET
american_scientific_journal-2534	245	22	3	3	NUM
american_scientific_journal-2534	245	23	,	,	PUNCT
american_scientific_journal-2534	245	24	pp	pp	ADV
american_scientific_journal-2534	245	25	317	317	NUM
american_scientific_journal-2534	245	26	-	-	SYM
american_scientific_journal-2534	245	27	334	334	NUM
american_scientific_journal-2534	245	28	332	332	NUM
american_scientific_journal-2534	245	29	figure	figure	NOUN
american_scientific_journal-2534	245	30	8	8	NUM
american_scientific_journal-2534	245	31	:	:	PUNCT
american_scientific_journal-2534	245	32	black	black	ADJ
american_scientific_journal-2534	245	33	hair	hair	NOUN
american_scientific_journal-2534	245	34	images	image	NOUN
american_scientific_journal-2534	245	35	correctly	correctly	ADV
american_scientific_journal-2534	245	36	detected	detect	VERB
american_scientific_journal-2534	245	37	figure	figure	NOUN
american_scientific_journal-2534	245	38	9	9	NUM
american_scientific_journal-2534	245	39	:	:	PUNCT
american_scientific_journal-2534	245	40	black	black	ADJ
american_scientific_journal-2534	245	41	hair	hair	NOUN
american_scientific_journal-2534	245	42	images	image	NOUN
american_scientific_journal-2534	245	43	not	not	PART
american_scientific_journal-2534	245	44	correctly	correctly	ADV
american_scientific_journal-2534	245	45	detected	detect	VERB
american_scientific_journal-2534	245	46	figure	figure	NOUN
american_scientific_journal-2534	245	47	10	10	NUM
american_scientific_journal-2534	245	48	:	:	PUNCT
american_scientific_journal-2534	245	49	non	non	ADJ
american_scientific_journal-2534	245	50	-	-	ADJ
american_scientific_journal-2534	245	51	black	black	ADJ
american_scientific_journal-2534	245	52	hair	hair	NOUN
american_scientific_journal-2534	245	53	images	image	NOUN
american_scientific_journal-2534	245	54	correctly	correctly	ADV
american_scientific_journal-2534	245	55	detected	detect	VERB
american_scientific_journal-2534	245	56	figure	figure	NOUN
american_scientific_journal-2534	245	57	11	11	NUM
american_scientific_journal-2534	245	58	:	:	PUNCT
american_scientific_journal-2534	245	59	non	non	ADJ
american_scientific_journal-2534	245	60	-	-	ADJ
american_scientific_journal-2534	245	61	black	black	ADJ
american_scientific_journal-2534	245	62	hair	hair	NOUN
american_scientific_journal-2534	245	63	images	image	NOUN
american_scientific_journal-2534	245	64	incorrectly	incorrectly	ADV
american_scientific_journal-2534	245	65	detected	detect	VERB
american_scientific_journal-2534	245	66	7	7	NUM
american_scientific_journal-2534	245	67	.	.	PUNCT
american_scientific_journal-2534	245	68	conclusion	conclusion	VERB
american_scientific_journal-2534	245	69	low	low	ADJ
american_scientific_journal-2534	245	70	-	-	PUNCT
american_scientific_journal-2534	245	71	level	level	NOUN
american_scientific_journal-2534	245	72	feature	feature	NOUN
american_scientific_journal-2534	245	73	extraction	extraction	NOUN
american_scientific_journal-2534	245	74	is	be	AUX
american_scientific_journal-2534	245	75	one	one	NUM
american_scientific_journal-2534	245	76	of	of	ADP
american_scientific_journal-2534	245	77	the	the	DET
american_scientific_journal-2534	245	78	best	good	ADJ
american_scientific_journal-2534	245	79	approaches	approach	NOUN
american_scientific_journal-2534	245	80	that	that	PRON
american_scientific_journal-2534	245	81	can	can	AUX
american_scientific_journal-2534	245	82	help	help	VERB
american_scientific_journal-2534	245	83	us	we	PRON
american_scientific_journal-2534	245	84	to	to	PART
american_scientific_journal-2534	245	85	apply	apply	VERB
american_scientific_journal-2534	245	86	most	most	ADJ
american_scientific_journal-2534	245	87	pattern	pattern	NOUN
american_scientific_journal-2534	245	88	recognition	recognition	NOUN
american_scientific_journal-2534	245	89	methods	method	NOUN
american_scientific_journal-2534	245	90	.	.	PUNCT
american_scientific_journal-2534	246	1	today	today	NOUN
american_scientific_journal-2534	246	2	,	,	PUNCT
american_scientific_journal-2534	246	3	the	the	DET
american_scientific_journal-2534	246	4	super	super	ADJ
american_scientific_journal-2534	246	5	vector	vector	NOUN
american_scientific_journal-2534	246	6	machine	machine	NOUN
american_scientific_journal-2534	246	7	is	be	AUX
american_scientific_journal-2534	246	8	employed	employ	VERB
american_scientific_journal-2534	246	9	as	as	ADP
american_scientific_journal-2534	246	10	a	a	DET
american_scientific_journal-2534	246	11	robust	robust	ADJ
american_scientific_journal-2534	246	12	method	method	NOUN
american_scientific_journal-2534	246	13	in	in	ADP
american_scientific_journal-2534	246	14	almost	almost	ADV
american_scientific_journal-2534	246	15	every	every	PRON
american_scientific_journal-2534	246	16	classification	classification	NOUN
american_scientific_journal-2534	246	17	project	project	NOUN
american_scientific_journal-2534	246	18	.	.	PUNCT
american_scientific_journal-2534	247	1	this	this	DET
american_scientific_journal-2534	247	2	classifier	classifier	NOUN
american_scientific_journal-2534	247	3	provides	provide	VERB
american_scientific_journal-2534	247	4	the	the	DET
american_scientific_journal-2534	247	5	highest	high	ADJ
american_scientific_journal-2534	247	6	performance	performance	NOUN
american_scientific_journal-2534	247	7	with	with	ADP
american_scientific_journal-2534	247	8	different	different	ADJ
american_scientific_journal-2534	247	9	kernel	kernel	NOUN
american_scientific_journal-2534	247	10	functions	function	NOUN
american_scientific_journal-2534	247	11	,	,	PUNCT
american_scientific_journal-2534	247	12	covering	cover	VERB
american_scientific_journal-2534	247	13	all	all	DET
american_scientific_journal-2534	247	14	needs	need	NOUN
american_scientific_journal-2534	247	15	in	in	ADP
american_scientific_journal-2534	247	16	object	object	NOUN
american_scientific_journal-2534	247	17	detection	detection	NOUN
american_scientific_journal-2534	247	18	and	and	CCONJ
american_scientific_journal-2534	247	19	other	other	ADJ
american_scientific_journal-2534	247	20	subjects	subject	NOUN
american_scientific_journal-2534	247	21	.	.	PUNCT
american_scientific_journal-2534	248	1	in	in	ADP
american_scientific_journal-2534	248	2	face	face	NOUN
american_scientific_journal-2534	248	3	detection	detection	NOUN
american_scientific_journal-2534	248	4	,	,	PUNCT
american_scientific_journal-2534	248	5	many	many	ADJ
american_scientific_journal-2534	248	6	features	feature	NOUN
american_scientific_journal-2534	248	7	have	have	VERB
american_scientific_journal-2534	248	8	important	important	ADJ
american_scientific_journal-2534	248	9	roles	role	NOUN
american_scientific_journal-2534	248	10	,	,	PUNCT
american_scientific_journal-2534	248	11	and	and	CCONJ
american_scientific_journal-2534	248	12	one	one	NUM
american_scientific_journal-2534	248	13	of	of	ADP
american_scientific_journal-2534	248	14	them	they	PRON
american_scientific_journal-2534	248	15	is	be	AUX
american_scientific_journal-2534	248	16	hair	hair	NOUN
american_scientific_journal-2534	248	17	(	(	PUNCT
american_scientific_journal-2534	248	18	recognition	recognition	NOUN
american_scientific_journal-2534	248	19	)	)	PUNCT
american_scientific_journal-2534	248	20	.	.	PUNCT
american_scientific_journal-2534	249	1	from	from	ADP
american_scientific_journal-2534	249	2	the	the	DET
american_scientific_journal-2534	249	3	past	past	NOUN
american_scientific_journal-2534	249	4	to	to	ADP
american_scientific_journal-2534	249	5	the	the	DET
american_scientific_journal-2534	249	6	present	present	NOUN
american_scientific_journal-2534	249	7	,	,	PUNCT
american_scientific_journal-2534	249	8	this	this	DET
american_scientific_journal-2534	249	9	feature	feature	NOUN
american_scientific_journal-2534	249	10	has	have	AUX
american_scientific_journal-2534	249	11	not	not	PART
american_scientific_journal-2534	249	12	been	be	AUX
american_scientific_journal-2534	249	13	studied	study	VERB
american_scientific_journal-2534	249	14	very	very	ADV
american_scientific_journal-2534	249	15	much	much	ADV
american_scientific_journal-2534	249	16	,	,	PUNCT
american_scientific_journal-2534	249	17	which	which	PRON
american_scientific_journal-2534	249	18	is	be	AUX
american_scientific_journal-2534	249	19	due	due	ADJ
american_scientific_journal-2534	249	20	in	in	ADP
american_scientific_journal-2534	249	21	part	part	NOUN
american_scientific_journal-2534	249	22	to	to	ADP
american_scientific_journal-2534	249	23	its	its	PRON
american_scientific_journal-2534	249	24	complexity	complexity	NOUN
american_scientific_journal-2534	249	25	.	.	PUNCT
american_scientific_journal-2534	250	1	this	this	DET
american_scientific_journal-2534	250	2	report	report	NOUN
american_scientific_journal-2534	250	3	will	will	AUX
american_scientific_journal-2534	250	4	implement	implement	VERB
american_scientific_journal-2534	250	5	a	a	DET
american_scientific_journal-2534	250	6	practical	practical	ADJ
american_scientific_journal-2534	250	7	algorithm	algorithm	NOUN
american_scientific_journal-2534	250	8	in	in	ADP
american_scientific_journal-2534	250	9	order	order	NOUN
american_scientific_journal-2534	250	10	to	to	PART
american_scientific_journal-2534	250	11	improve	improve	VERB
american_scientific_journal-2534	250	12	upon	upon	SCONJ
american_scientific_journal-2534	250	13	black	black	ADJ
american_scientific_journal-2534	250	14	hair	hair	NOUN
american_scientific_journal-2534	250	15	classification	classification	NOUN
american_scientific_journal-2534	250	16	.	.	PUNCT
american_scientific_journal-2534	251	1	hair	hair	NOUN
american_scientific_journal-2534	251	2	color	color	NOUN
american_scientific_journal-2534	251	3	(	(	PUNCT
american_scientific_journal-2534	251	4	especially	especially	ADV
american_scientific_journal-2534	251	5	black	black	ADJ
american_scientific_journal-2534	251	6	hair	hair	NOUN
american_scientific_journal-2534	251	7	)	)	PUNCT
american_scientific_journal-2534	251	8	helps	help	VERB
american_scientific_journal-2534	251	9	us	we	PRON
american_scientific_journal-2534	251	10	in	in	ADP
american_scientific_journal-2534	251	11	gender	gender	NOUN
american_scientific_journal-2534	251	12	classification	classification	NOUN
american_scientific_journal-2534	251	13	and	and	CCONJ
american_scientific_journal-2534	251	14	face	face	NOUN
american_scientific_journal-2534	251	15	identification	identification	NOUN
american_scientific_journal-2534	251	16	.	.	PUNCT
american_scientific_journal-2534	252	1	although	although	SCONJ
american_scientific_journal-2534	252	2	black	black	ADJ
american_scientific_journal-2534	252	3	hair	hair	NOUN
american_scientific_journal-2534	252	4	detection	detection	NOUN
american_scientific_journal-2534	252	5	is	be	AUX
american_scientific_journal-2534	252	6	not	not	PART
american_scientific_journal-2534	252	7	a	a	DET
american_scientific_journal-2534	252	8	simple	simple	ADJ
american_scientific_journal-2534	252	9	job	job	NOUN
american_scientific_journal-2534	252	10	,	,	PUNCT
american_scientific_journal-2534	252	11	acceptable	acceptable	ADJ
american_scientific_journal-2534	252	12	results	result	NOUN
american_scientific_journal-2534	252	13	can	can	AUX
american_scientific_journal-2534	252	14	be	be	AUX
american_scientific_journal-2534	252	15	obtained	obtain	VERB
american_scientific_journal-2534	252	16	by	by	ADP
american_scientific_journal-2534	252	17	spending	spend	VERB
american_scientific_journal-2534	252	18	more	more	ADJ
american_scientific_journal-2534	252	19	time	time	NOUN
american_scientific_journal-2534	252	20	on	on	ADP
american_scientific_journal-2534	252	21	it	it	PRON
american_scientific_journal-2534	252	22	.	.	PUNCT
american_scientific_journal-2534	253	1	the	the	DET
american_scientific_journal-2534	253	2	results	result	NOUN
american_scientific_journal-2534	253	3	in	in	ADP
american_scientific_journal-2534	253	4	this	this	DET
american_scientific_journal-2534	253	5	course	course	NOUN
american_scientific_journal-2534	253	6	project	project	NOUN
american_scientific_journal-2534	253	7	were	be	AUX
american_scientific_journal-2534	253	8	approximately	approximately	ADV
american_scientific_journal-2534	253	9	close	close	ADJ
american_scientific_journal-2534	253	10	to	to	ADP
american_scientific_journal-2534	253	11	results	result	NOUN
american_scientific_journal-2534	253	12	obtained	obtain	VERB
american_scientific_journal-2534	253	13	in	in	ADP
american_scientific_journal-2534	253	14	reference	reference	NOUN
american_scientific_journal-2534	253	15	papers	paper	NOUN
american_scientific_journal-2534	253	16	,	,	PUNCT
american_scientific_journal-2534	253	17	which	which	PRON
american_scientific_journal-2534	253	18	reveal	reveal	VERB
american_scientific_journal-2534	253	19	to	to	ADP
american_scientific_journal-2534	253	20	us	we	PRON
american_scientific_journal-2534	253	21	that	that	SCONJ
american_scientific_journal-2534	253	22	the	the	DET
american_scientific_journal-2534	253	23	right	right	ADJ
american_scientific_journal-2534	253	24	direction	direction	NOUN
american_scientific_journal-2534	253	25	has	have	AUX
american_scientific_journal-2534	253	26	been	be	AUX
american_scientific_journal-2534	253	27	chosen	choose	VERB
american_scientific_journal-2534	253	28	.	.	PUNCT
american_scientific_journal-2534	254	1	for	for	ADP
american_scientific_journal-2534	254	2	future	future	ADJ
american_scientific_journal-2534	254	3	works	work	NOUN
american_scientific_journal-2534	254	4	,	,	PUNCT
american_scientific_journal-2534	254	5	it	it	PRON
american_scientific_journal-2534	254	6	is	be	AUX
american_scientific_journal-2534	254	7	highly	highly	ADV
american_scientific_journal-2534	254	8	recommended	recommend	VERB
american_scientific_journal-2534	254	9	to	to	PART
american_scientific_journal-2534	254	10	apply	apply	VERB
american_scientific_journal-2534	254	11	some	some	DET
american_scientific_journal-2534	254	12	pre	pre	ADJ
american_scientific_journal-2534	254	13	-	-	ADJ
american_scientific_journal-2534	254	14	processing	processing	ADJ
american_scientific_journal-2534	254	15	tasks	task	NOUN
american_scientific_journal-2534	254	16	in	in	ADP
american_scientific_journal-2534	254	17	order	order	NOUN
american_scientific_journal-2534	254	18	to	to	PART
american_scientific_journal-2534	254	19	automatically	automatically	ADV
american_scientific_journal-2534	254	20	identify	identify	VERB
american_scientific_journal-2534	254	21	the	the	DET
american_scientific_journal-2534	254	22	hair	hair	NOUN
american_scientific_journal-2534	254	23	region	region	NOUN
american_scientific_journal-2534	254	24	and	and	CCONJ
american_scientific_journal-2534	254	25	then	then	ADV
american_scientific_journal-2534	254	26	extract	extract	VERB
american_scientific_journal-2534	254	27	features	feature	NOUN
american_scientific_journal-2534	254	28	from	from	ADP
american_scientific_journal-2534	254	29	the	the	DET
american_scientific_journal-2534	254	30	detected	detect	VERB
american_scientific_journal-2534	254	31	area	area	NOUN
american_scientific_journal-2534	254	32	on	on	ADP
american_scientific_journal-2534	254	33	the	the	DET
american_scientific_journal-2534	254	34	head	head	NOUN
american_scientific_journal-2534	254	35	as	as	ADP
american_scientific_journal-2534	254	36	hair	hair	NOUN
american_scientific_journal-2534	254	37	.	.	PUNCT
american_scientific_journal-2534	255	1	this	this	DET
american_scientific_journal-2534	255	2	process	process	NOUN
american_scientific_journal-2534	255	3	may	may	AUX
american_scientific_journal-2534	255	4	provide	provide	VERB
american_scientific_journal-2534	255	5	a	a	DET
american_scientific_journal-2534	255	6	more	more	ADV
american_scientific_journal-2534	255	7	accurate	accurate	ADJ
american_scientific_journal-2534	255	8	feature	feature	NOUN
american_scientific_journal-2534	255	9	vector	vector	NOUN
american_scientific_journal-2534	255	10	.	.	PUNCT
american_scientific_journal-2534	256	1	in	in	ADP
american_scientific_journal-2534	256	2	simple	simple	ADJ
american_scientific_journal-2534	256	3	terms	term	NOUN
american_scientific_journal-2534	256	4	,	,	PUNCT
american_scientific_journal-2534	256	5	a	a	DET
american_scientific_journal-2534	256	6	combination	combination	NOUN
american_scientific_journal-2534	256	7	of	of	ADP
american_scientific_journal-2534	256	8	a	a	DET
american_scientific_journal-2534	256	9	geometrical	geometrical	ADJ
american_scientific_journal-2534	256	10	approach	approach	NOUN
american_scientific_journal-2534	256	11	and	and	CCONJ
american_scientific_journal-2534	256	12	low	low	ADJ
american_scientific_journal-2534	256	13	-	-	PUNCT
american_scientific_journal-2534	256	14	level	level	NOUN
american_scientific_journal-2534	256	15	(	(	PUNCT
american_scientific_journal-2534	256	16	high	high	ADJ
american_scientific_journal-2534	256	17	-	-	PUNCT
american_scientific_journal-2534	256	18	level	level	NOUN
american_scientific_journal-2534	256	19	)	)	PUNCT
american_scientific_journal-2534	256	20	feature	feature	NOUN
american_scientific_journal-2534	256	21	extraction	extraction	NOUN
american_scientific_journal-2534	256	22	could	could	AUX
american_scientific_journal-2534	256	23	yield	yield	VERB
american_scientific_journal-2534	256	24	much	much	ADV
american_scientific_journal-2534	256	25	stronger	strong	ADJ
american_scientific_journal-2534	256	26	results	result	NOUN
american_scientific_journal-2534	256	27	.	.	PUNCT
american_scientific_journal-2534	257	1	american	american	ADJ
american_scientific_journal-2534	257	2	scientific	scientific	ADJ
american_scientific_journal-2534	257	3	research	research	PROPN
american_scientific_journal-2534	257	4	journal	journal	NOUN
american_scientific_journal-2534	257	5	for	for	ADP
american_scientific_journal-2534	257	6	engineering	engineering	NOUN
american_scientific_journal-2534	257	7	,	,	PUNCT
american_scientific_journal-2534	257	8	technology	technology	NOUN
american_scientific_journal-2534	257	9	,	,	PUNCT
american_scientific_journal-2534	257	10	and	and	CCONJ
american_scientific_journal-2534	257	11	sciences	science	NOUN
american_scientific_journal-2534	257	12	(	(	PUNCT
american_scientific_journal-2534	257	13	asrjets	asrjet	NOUN
american_scientific_journal-2534	257	14	)	)	PUNCT
american_scientific_journal-2534	257	15	(	(	PUNCT
american_scientific_journal-2534	257	16	2016	2016	NUM
american_scientific_journal-2534	257	17	)	)	PUNCT
american_scientific_journal-2534	257	18	volume	volume	NOUN
american_scientific_journal-2534	257	19	26	26	NUM
american_scientific_journal-2534	257	20	,	,	PUNCT
american_scientific_journal-2534	257	21	no	no	DET
american_scientific_journal-2534	257	22	3	3	NUM
american_scientific_journal-2534	257	23	,	,	PUNCT
american_scientific_journal-2534	257	24	pp	pp	ADV
american_scientific_journal-2534	257	25	317	317	NUM
american_scientific_journal-2534	257	26	-	-	SYM
american_scientific_journal-2534	257	27	334	334	NUM
american_scientific_journal-2534	257	28	333	333	NUM
american_scientific_journal-2534	257	29	if	if	SCONJ
american_scientific_journal-2534	257	30	the	the	DET
american_scientific_journal-2534	257	31	hair	hair	NOUN
american_scientific_journal-2534	257	32	region	region	NOUN
american_scientific_journal-2534	257	33	can	can	AUX
american_scientific_journal-2534	257	34	be	be	AUX
american_scientific_journal-2534	257	35	detected	detect	VERB
american_scientific_journal-2534	257	36	,	,	PUNCT
american_scientific_journal-2534	257	37	the	the	DET
american_scientific_journal-2534	257	38	use	use	NOUN
american_scientific_journal-2534	257	39	of	of	ADP
american_scientific_journal-2534	257	40	frontal	frontal	ADJ
american_scientific_journal-2534	257	41	only	only	ADV
american_scientific_journal-2534	257	42	facial	facial	ADJ
american_scientific_journal-2534	257	43	images	image	NOUN
american_scientific_journal-2534	257	44	is	be	AUX
american_scientific_journal-2534	257	45	not	not	PART
american_scientific_journal-2534	257	46	needed	need	VERB
american_scientific_journal-2534	257	47	,	,	PUNCT
american_scientific_journal-2534	257	48	and	and	CCONJ
american_scientific_journal-2534	257	49	some	some	DET
american_scientific_journal-2534	257	50	profile	profile	NOUN
american_scientific_journal-2534	257	51	images	image	NOUN
american_scientific_journal-2534	257	52	could	could	AUX
american_scientific_journal-2534	257	53	be	be	AUX
american_scientific_journal-2534	257	54	used	use	VERB
american_scientific_journal-2534	257	55	in	in	ADP
american_scientific_journal-2534	257	56	training	training	NOUN
american_scientific_journal-2534	257	57	and	and	CCONJ
american_scientific_journal-2534	257	58	testing	testing	NOUN
american_scientific_journal-2534	257	59	of	of	ADP
american_scientific_journal-2534	257	60	the	the	DET
american_scientific_journal-2534	257	61	dataset	dataset	NOUN
american_scientific_journal-2534	257	62	.	.	PUNCT
american_scientific_journal-2534	258	1	this	this	DET
american_scientific_journal-2534	258	2	result	result	NOUN
american_scientific_journal-2534	258	3	might	might	AUX
american_scientific_journal-2534	258	4	offer	offer	VERB
american_scientific_journal-2534	258	5	the	the	DET
american_scientific_journal-2534	258	6	possibility	possibility	NOUN
american_scientific_journal-2534	258	7	of	of	ADP
american_scientific_journal-2534	258	8	using	use	VERB
american_scientific_journal-2534	258	9	black	black	ADJ
american_scientific_journal-2534	258	10	(	(	PUNCT
american_scientific_journal-2534	258	11	or	or	CCONJ
american_scientific_journal-2534	258	12	other	other	ADJ
american_scientific_journal-2534	258	13	colors	color	NOUN
american_scientific_journal-2534	258	14	)	)	PUNCT
american_scientific_journal-2534	258	15	hair	hair	NOUN
american_scientific_journal-2534	258	16	for	for	ADP
american_scientific_journal-2534	258	17	real	real	ADJ
american_scientific_journal-2534	258	18	-	-	PUNCT
american_scientific_journal-2534	258	19	time	time	NOUN
american_scientific_journal-2534	258	20	facial	facial	ADJ
american_scientific_journal-2534	258	21	identification	identification	NOUN
american_scientific_journal-2534	258	22	and	and	CCONJ
american_scientific_journal-2534	258	23	recognition	recognition	NOUN
american_scientific_journal-2534	258	24	.	.	PUNCT
american_scientific_journal-2534	259	1	for	for	ADP
american_scientific_journal-2534	259	2	future	future	ADJ
american_scientific_journal-2534	259	3	work	work	NOUN
american_scientific_journal-2534	259	4	,	,	PUNCT
american_scientific_journal-2534	259	5	in	in	ADP
american_scientific_journal-2534	259	6	the	the	DET
american_scientific_journal-2534	259	7	feature	feature	NOUN
american_scientific_journal-2534	259	8	extraction	extraction	NOUN
american_scientific_journal-2534	259	9	step	step	NOUN
american_scientific_journal-2534	259	10	,	,	PUNCT
american_scientific_journal-2534	259	11	it	it	PRON
american_scientific_journal-2534	259	12	could	could	AUX
american_scientific_journal-2534	259	13	be	be	AUX
american_scientific_journal-2534	259	14	possible	possible	ADJ
american_scientific_journal-2534	259	15	to	to	PART
american_scientific_journal-2534	259	16	calculate	calculate	VERB
american_scientific_journal-2534	259	17	other	other	ADJ
american_scientific_journal-2534	259	18	features	feature	NOUN
american_scientific_journal-2534	259	19	in	in	ADP
american_scientific_journal-2534	259	20	three	three	NUM
american_scientific_journal-2534	259	21	channel	channel	NOUN
american_scientific_journal-2534	259	22	colors	color	NOUN
american_scientific_journal-2534	259	23	,	,	PUNCT
american_scientific_journal-2534	259	24	which	which	PRON
american_scientific_journal-2534	259	25	might	might	AUX
american_scientific_journal-2534	259	26	provide	provide	VERB
american_scientific_journal-2534	259	27	a	a	DET
american_scientific_journal-2534	259	28	better	well	ADJ
american_scientific_journal-2534	259	29	feature	feature	NOUN
american_scientific_journal-2534	259	30	space	space	NOUN
american_scientific_journal-2534	259	31	for	for	ADP
american_scientific_journal-2534	259	32	training	train	VERB
american_scientific_journal-2534	259	33	the	the	DET
american_scientific_journal-2534	259	34	classifier	classifier	NOUN
american_scientific_journal-2534	259	35	.	.	PUNCT
american_scientific_journal-2534	260	1	although	although	SCONJ
american_scientific_journal-2534	260	2	some	some	DET
american_scientific_journal-2534	260	3	related	related	ADJ
american_scientific_journal-2534	260	4	works	work	NOUN
american_scientific_journal-2534	260	5	have	have	AUX
american_scientific_journal-2534	260	6	been	be	AUX
american_scientific_journal-2534	260	7	published	publish	VERB
american_scientific_journal-2534	260	8	,	,	PUNCT
american_scientific_journal-2534	260	9	more	more	ADJ
american_scientific_journal-2534	260	10	projects	project	NOUN
american_scientific_journal-2534	260	11	on	on	ADP
american_scientific_journal-2534	260	12	(	(	PUNCT
american_scientific_journal-2534	260	13	black	black	ADJ
american_scientific_journal-2534	260	14	)	)	PUNCT
american_scientific_journal-2534	260	15	hair	hair	NOUN
american_scientific_journal-2534	260	16	classification	classification	NOUN
american_scientific_journal-2534	260	17	and	and	CCONJ
american_scientific_journal-2534	260	18	detection	detection	NOUN
american_scientific_journal-2534	260	19	will	will	AUX
american_scientific_journal-2534	260	20	be	be	AUX
american_scientific_journal-2534	260	21	expected	expect	VERB
american_scientific_journal-2534	260	22	in	in	ADP
american_scientific_journal-2534	260	23	the	the	DET
american_scientific_journal-2534	260	24	near	near	ADJ
american_scientific_journal-2534	260	25	future	future	NOUN
american_scientific_journal-2534	260	26	.	.	PUNCT
american_scientific_journal-2534	261	1	additionally	additionally	ADV
american_scientific_journal-2534	261	2	,	,	PUNCT
american_scientific_journal-2534	261	3	the	the	DET
american_scientific_journal-2534	261	4	new	new	ADJ
american_scientific_journal-2534	261	5	cutting	cutting	NOUN
american_scientific_journal-2534	261	6	-	-	PUNCT
american_scientific_journal-2534	261	7	edge	edge	NOUN
american_scientific_journal-2534	261	8	deep	deep	ADJ
american_scientific_journal-2534	261	9	learning	learning	NOUN
american_scientific_journal-2534	261	10	technology	technology	NOUN
american_scientific_journal-2534	261	11	could	could	AUX
american_scientific_journal-2534	261	12	open	open	VERB
american_scientific_journal-2534	261	13	new	new	ADJ
american_scientific_journal-2534	261	14	avenues	avenue	NOUN
american_scientific_journal-2534	261	15	in	in	ADP
american_scientific_journal-2534	261	16	face	face	NOUN
american_scientific_journal-2534	261	17	recognition	recognition	NOUN
american_scientific_journal-2534	261	18	and	and	CCONJ
american_scientific_journal-2534	261	19	classification	classification	NOUN
american_scientific_journal-2534	261	20	.	.	PUNCT
american_scientific_journal-2534	262	1	references	reference	NOUN
american_scientific_journal-2534	262	2	[	[	X
american_scientific_journal-2534	262	3	1	1	NUM
american_scientific_journal-2534	262	4	]	]	X
american_scientific_journal-2534	262	5	kumar	kumar	PROPN
american_scientific_journal-2534	262	6	,	,	PUNCT
american_scientific_journal-2534	262	7	neeraj	neeraj	PROPN
american_scientific_journal-2534	262	8	,	,	PUNCT
american_scientific_journal-2534	262	9	peter	peter	PROPN
american_scientific_journal-2534	262	10	belhumeur	belhumeur	PROPN
american_scientific_journal-2534	262	11	,	,	PUNCT
american_scientific_journal-2534	262	12	shree	shree	PROPN
american_scientific_journal-2534	262	13	nayar	nayar	PROPN
american_scientific_journal-2534	262	14	,	,	PUNCT
american_scientific_journal-2534	262	15	"	"	PUNCT
american_scientific_journal-2534	262	16	facetracer	facetracer	NOUN
american_scientific_journal-2534	262	17	:	:	PUNCT
american_scientific_journal-2534	262	18	a	a	DET
american_scientific_journal-2534	262	19	search	search	NOUN
american_scientific_journal-2534	262	20	engine	engine	NOUN
american_scientific_journal-2534	262	21	for	for	ADP
american_scientific_journal-2534	262	22	large	large	ADJ
american_scientific_journal-2534	262	23	collections	collection	NOUN
american_scientific_journal-2534	262	24	of	of	ADP
american_scientific_journal-2534	262	25	images	image	NOUN
american_scientific_journal-2534	262	26	with	with	ADP
american_scientific_journal-2534	262	27	faces	face	NOUN
american_scientific_journal-2534	262	28	,	,	PUNCT
american_scientific_journal-2534	262	29	"	"	PUNCT
american_scientific_journal-2534	262	30	in	in	ADP
american_scientific_journal-2534	262	31	in	in	ADP
american_scientific_journal-2534	262	32	european	european	ADJ
american_scientific_journal-2534	262	33	conference	conference	NOUN
american_scientific_journal-2534	262	34	on	on	ADP
american_scientific_journal-2534	262	35	computer	computer	NOUN
american_scientific_journal-2534	262	36	vision	vision	NOUN
american_scientific_journal-2534	262	37	,	,	PUNCT
american_scientific_journal-2534	262	38	pp	pp	ADP
american_scientific_journal-2534	262	39	.	.	PUNCT
american_scientific_journal-2534	263	1	340	340	NUM
american_scientific_journal-2534	263	2	-	-	SYM
american_scientific_journal-2534	263	3	353	353	NUM
american_scientific_journal-2534	263	4	.	.	PUNCT
american_scientific_journal-2534	264	1	springer	springer	PROPN
american_scientific_journal-2534	264	2	berlin	berlin	PROPN
american_scientific_journal-2534	264	3	heidelberg	heidelberg	PROPN
american_scientific_journal-2534	264	4	,	,	PUNCT
american_scientific_journal-2534	264	5	2008	2008	NUM
american_scientific_journal-2534	264	6	.	.	PUNCT
american_scientific_journal-2534	265	1	[	[	X
american_scientific_journal-2534	265	2	2	2	NUM
american_scientific_journal-2534	265	3	]	]	X
american_scientific_journal-2534	265	4	neeraj	neeraj	PROPN
american_scientific_journal-2534	265	5	kumar	kumar	PROPN
american_scientific_journal-2534	265	6	,	,	PUNCT
american_scientific_journal-2534	265	7	,	,	PUNCT
american_scientific_journal-2534	265	8	alexander	alexander	PROPN
american_scientific_journal-2534	265	9	berg	berg	PROPN
american_scientific_journal-2534	265	10	,	,	PUNCT
american_scientific_journal-2534	265	11	peter	peter	PROPN
american_scientific_journal-2534	265	12	n.	n.	PROPN
american_scientific_journal-2534	265	13	belhumeur	belhumeur	PROPN
american_scientific_journal-2534	265	14	,	,	PUNCT
american_scientific_journal-2534	265	15	and	and	CCONJ
american_scientific_journal-2534	265	16	shree	shree	PROPN
american_scientific_journal-2534	265	17	nayar	nayar	PROPN
american_scientific_journal-2534	265	18	,	,	PUNCT
american_scientific_journal-2534	265	19	"	"	PUNCT
american_scientific_journal-2534	265	20	describable	describable	ADJ
american_scientific_journal-2534	265	21	visual	visual	ADJ
american_scientific_journal-2534	265	22	attributes	attribute	NOUN
american_scientific_journal-2534	265	23	for	for	ADP
american_scientific_journal-2534	265	24	face	face	NOUN
american_scientific_journal-2534	265	25	verification	verification	NOUN
american_scientific_journal-2534	265	26	and	and	CCONJ
american_scientific_journal-2534	265	27	image	image	NOUN
american_scientific_journal-2534	265	28	search	search	NOUN
american_scientific_journal-2534	265	29	,	,	PUNCT
american_scientific_journal-2534	265	30	"	"	PUNCT
american_scientific_journal-2534	265	31	ieee	ieee	NOUN
american_scientific_journal-2534	265	32	transactions	transaction	NOUN
american_scientific_journal-2534	265	33	on	on	ADP
american_scientific_journal-2534	265	34	pattern	pattern	NOUN
american_scientific_journal-2534	265	35	analysis	analysis	NOUN
american_scientific_journal-2534	265	36	and	and	CCONJ
american_scientific_journal-2534	265	37	machine	machine	NOUN
american_scientific_journal-2534	265	38	intelligence	intelligence	NOUN
american_scientific_journal-2534	265	39	,	,	PUNCT
american_scientific_journal-2534	265	40	vol	vol	NOUN
american_scientific_journal-2534	265	41	.	.	PROPN
american_scientific_journal-2534	265	42	33	33	NUM
american_scientific_journal-2534	265	43	,	,	PUNCT
american_scientific_journal-2534	265	44	no	no	INTJ
american_scientific_journal-2534	265	45	.	.	PUNCT
american_scientific_journal-2534	266	1	no	no	INTJ
american_scientific_journal-2534	266	2	.	.	NOUN
american_scientific_journal-2534	267	1	10	10	NUM
american_scientific_journal-2534	267	2	,	,	PUNCT
american_scientific_journal-2534	267	3	pp	pp	ADJ
american_scientific_journal-2534	267	4	.	.	PUNCT
american_scientific_journal-2534	268	1	1962	1962	NUM
american_scientific_journal-2534	268	2	-	-	SYM
american_scientific_journal-2534	268	3	1977	1977	NUM
american_scientific_journal-2534	268	4	,	,	PUNCT
american_scientific_journal-2534	268	5	2011	2011	NUM
american_scientific_journal-2534	268	6	.	.	PUNCT
american_scientific_journal-2534	269	1	[	[	X
american_scientific_journal-2534	269	2	3	3	X
american_scientific_journal-2534	269	3	]	]	X
american_scientific_journal-2534	269	4	yacoob	yacoob	PRON
american_scientific_journal-2534	269	5	,	,	PUNCT
american_scientific_journal-2534	269	6	yaser	yaser	NOUN
american_scientific_journal-2534	269	7	,	,	PUNCT
american_scientific_journal-2534	269	8	and	and	CCONJ
american_scientific_journal-2534	269	9	larry	larry	PROPN
american_scientific_journal-2534	269	10	davis	davis	PROPN
american_scientific_journal-2534	269	11	,	,	PUNCT
american_scientific_journal-2534	269	12	"	"	PUNCT
american_scientific_journal-2534	269	13	detection	detection	NOUN
american_scientific_journal-2534	269	14	,	,	PUNCT
american_scientific_journal-2534	269	15	analysis	analysis	NOUN
american_scientific_journal-2534	269	16	and	and	CCONJ
american_scientific_journal-2534	269	17	matching	matching	NOUN
american_scientific_journal-2534	269	18	of	of	ADP
american_scientific_journal-2534	269	19	hair	hair	NOUN
american_scientific_journal-2534	269	20	,	,	PUNCT
american_scientific_journal-2534	269	21	"	"	PUNCT
american_scientific_journal-2534	269	22	in	in	ADP
american_scientific_journal-2534	269	23	in	in	ADP
american_scientific_journal-2534	269	24	tenth	tenth	ADJ
american_scientific_journal-2534	269	25	ieee	ieee	NOUN
american_scientific_journal-2534	269	26	international	international	ADJ
american_scientific_journal-2534	269	27	conference	conference	NOUN
american_scientific_journal-2534	269	28	on	on	ADP
american_scientific_journal-2534	269	29	computer	computer	NOUN
american_scientific_journal-2534	269	30	vision	vision	NOUN
american_scientific_journal-2534	269	31	(	(	PUNCT
american_scientific_journal-2534	269	32	iccv'05	iccv'05	PROPN
american_scientific_journal-2534	269	33	)	)	PUNCT
american_scientific_journal-2534	269	34	volume	volume	NOUN
american_scientific_journal-2534	269	35	1	1	NUM
american_scientific_journal-2534	269	36	,	,	PUNCT
american_scientific_journal-2534	269	37	vol	vol	NOUN
american_scientific_journal-2534	269	38	.	.	NOUN
american_scientific_journal-2534	269	39	1	1	NUM
american_scientific_journal-2534	269	40	,	,	PUNCT
american_scientific_journal-2534	269	41	pp	pp	ADJ
american_scientific_journal-2534	269	42	.	.	PUNCT
american_scientific_journal-2534	270	1	741	741	NUM
american_scientific_journal-2534	270	2	-	-	SYM
american_scientific_journal-2534	270	3	748	748	NUM
american_scientific_journal-2534	270	4	.	.	PUNCT
american_scientific_journal-2534	270	5	ieee	ieee	PROPN
american_scientific_journal-2534	270	6	,	,	PUNCT
american_scientific_journal-2534	270	7	,	,	PUNCT
american_scientific_journal-2534	270	8	2005	2005	NUM
american_scientific_journal-2534	270	9	.	.	PUNCT
american_scientific_journal-2534	271	1	[	[	X
american_scientific_journal-2534	271	2	4	4	NUM
american_scientific_journal-2534	271	3	]	]	PUNCT
american_scientific_journal-2534	271	4	diedrick	diedrick	PROPN
american_scientific_journal-2534	271	5	marius	marius	PROPN
american_scientific_journal-2534	271	6	,	,	PUNCT
american_scientific_journal-2534	271	7	sumita	sumita	PROPN
american_scientific_journal-2534	271	8	pennathur	pennathur	PROPN
american_scientific_journal-2534	271	9	,	,	PUNCT
american_scientific_journal-2534	271	10	and	and	CCONJ
american_scientific_journal-2534	271	11	klint	klint	NOUN
american_scientific_journal-2534	271	12	rose	rise	VERB
american_scientific_journal-2534	271	13	,	,	PUNCT
american_scientific_journal-2534	271	14	"	"	PUNCT
american_scientific_journal-2534	271	15	face	face	VERB
american_scientific_journal-2534	271	16	detection	detection	NOUN
american_scientific_journal-2534	271	17	using	use	VERB
american_scientific_journal-2534	271	18	color	color	NOUN
american_scientific_journal-2534	271	19	thresholding	thresholding	NOUN
american_scientific_journal-2534	271	20	and	and	CCONJ
american_scientific_journal-2534	271	21	eigenimage	eigenimage	NOUN
american_scientific_journal-2534	271	22	template	template	NOUN
american_scientific_journal-2534	271	23	matching	matching	NOUN
american_scientific_journal-2534	271	24	,	,	PUNCT
american_scientific_journal-2534	271	25	"	"	PUNCT
american_scientific_journal-2534	271	26	digital	digital	ADJ
american_scientific_journal-2534	271	27	image	image	NOUN
american_scientific_journal-2534	271	28	processing	processing	NOUN
american_scientific_journal-2534	271	29	project	project	NOUN
american_scientific_journal-2534	271	30	,	,	PUNCT
american_scientific_journal-2534	271	31	stanford	stanford	PROPN
american_scientific_journal-2534	271	32	university	university	PROPN
american_scientific_journal-2534	271	33	,	,	PUNCT
american_scientific_journal-2534	271	34	2003	2003	NUM
american_scientific_journal-2534	271	35	.	.	PUNCT
american_scientific_journal-2534	272	1	[	[	X
american_scientific_journal-2534	272	2	5	5	NUM
american_scientific_journal-2534	272	3	]	]	PUNCT
american_scientific_journal-2534	272	4	ion	ion	NOUN
american_scientific_journal-2534	272	5	marques	marque	NOUN
american_scientific_journal-2534	272	6	,	,	PUNCT
american_scientific_journal-2534	272	7	supervisor	supervisor	NOUN
american_scientific_journal-2534	272	8	:	:	PUNCT
american_scientific_journal-2534	272	9	manuel	manuel	PROPN
american_scientific_journal-2534	272	10	grana	grana	PROPN
american_scientific_journal-2534	272	11	.	.	PROPN
american_scientific_journal-2534	272	12	,	,	PUNCT
american_scientific_journal-2534	272	13	"	"	PUNCT
american_scientific_journal-2534	272	14	algorithms	algorithm	NOUN
american_scientific_journal-2534	272	15	,	,	PUNCT
american_scientific_journal-2534	272	16	face	face	NOUN
american_scientific_journal-2534	272	17	recognition	recognition	NOUN
american_scientific_journal-2534	272	18	.	.	PUNCT
american_scientific_journal-2534	273	1	"	"	PUNCT
american_scientific_journal-2534	273	2	proyecto	proyecto	X
american_scientific_journal-2534	273	3	fin	fin	PROPN
american_scientific_journal-2534	273	4	de	de	X
american_scientific_journal-2534	273	5	carrera	carrera	PROPN
american_scientific_journal-2534	273	6	"	"	PUNCT
american_scientific_journal-2534	273	7	,	,	PUNCT
american_scientific_journal-2534	273	8	"	"	PUNCT
american_scientific_journal-2534	273	9	june	june	PROPN
american_scientific_journal-2534	273	10	16	16	NUM
american_scientific_journal-2534	273	11	,	,	PUNCT
american_scientific_journal-2534	273	12	2010	2010	NUM
american_scientific_journal-2534	273	13	.	.	PUNCT
american_scientific_journal-2534	274	1	[	[	X
american_scientific_journal-2534	274	2	6	6	NUM
american_scientific_journal-2534	274	3	]	]	PUNCT
american_scientific_journal-2534	274	4	zheng	zheng	PROPN
american_scientific_journal-2534	274	5	ji	ji	PROPN
american_scientific_journal-2534	274	6	,	,	PUNCT
american_scientific_journal-2534	274	7	bao	bao	PROPN
american_scientific_journal-2534	274	8	-	-	PUNCT
american_scientific_journal-2534	274	9	liang	liang	PROPN
american_scientific_journal-2534	274	10	lu	lu	PROPN
american_scientific_journal-2534	274	11	,	,	PUNCT
american_scientific_journal-2534	274	12	and	and	CCONJ
american_scientific_journal-2534	274	13	xiao	xiao	PROPN
american_scientific_journal-2534	274	14	-	-	PUNCT
american_scientific_journal-2534	274	15	chen	chen	PROPN
american_scientific_journal-2534	274	16	lian	lian	PROPN
american_scientific_journal-2534	274	17	,	,	PUNCT
american_scientific_journal-2534	274	18	"	"	PUNCT
american_scientific_journal-2534	274	19	gender	gender	NOUN
american_scientific_journal-2534	274	20	classification	classification	NOUN
american_scientific_journal-2534	274	21	by	by	ADP
american_scientific_journal-2534	274	22	information	information	NOUN
american_scientific_journal-2534	274	23	fusion	fusion	NOUN
american_scientific_journal-2534	274	24	of	of	ADP
american_scientific_journal-2534	274	25	hair	hair	NOUN
american_scientific_journal-2534	274	26	and	and	CCONJ
american_scientific_journal-2534	274	27	face	face	NOUN
american_scientific_journal-2534	274	28	,	,	PUNCT
american_scientific_journal-2534	274	29	"	"	PUNCT
american_scientific_journal-2534	274	30	intech	intech	PROPN
american_scientific_journal-2534	274	31	open	open	PROPN
american_scientific_journal-2534	274	32	access	access	NOUN
american_scientific_journal-2534	274	33	publisher	publisher	NOUN
american_scientific_journal-2534	274	34	,	,	PUNCT
american_scientific_journal-2534	274	35	2009	2009	NUM
american_scientific_journal-2534	274	36	.	.	PUNCT
american_scientific_journal-2534	275	1	[	[	X
american_scientific_journal-2534	275	2	7	7	X
american_scientific_journal-2534	275	3	]	]	X
american_scientific_journal-2534	275	4	steve	steve	PROPN
american_scientific_journal-2534	275	5	lawrence	lawrence	PROPN
american_scientific_journal-2534	275	6	,	,	PUNCT
american_scientific_journal-2534	275	7	c.	c.	PROPN
american_scientific_journal-2534	275	8	lee	lee	PROPN
american_scientific_journal-2534	275	9	giles	giles	PROPN
american_scientific_journal-2534	275	10	,	,	PUNCT
american_scientific_journal-2534	275	11	ah	ah	INTJ
american_scientific_journal-2534	275	12	chung	chung	PROPN
american_scientific_journal-2534	275	13	tsoi	tsoi	PROPN
american_scientific_journal-2534	275	14	,	,	PUNCT
american_scientific_journal-2534	275	15	and	and	CCONJ
american_scientific_journal-2534	275	16	andrew	andrew	PROPN
american_scientific_journal-2534	275	17	d.	d.	PROPN
american_scientific_journal-2534	275	18	back	back	ADV
american_scientific_journal-2534	275	19	,	,	PUNCT
american_scientific_journal-2534	275	20	"	"	PUNCT
american_scientific_journal-2534	275	21	face	face	NOUN
american_scientific_journal-2534	275	22	recognition	recognition	NOUN
american_scientific_journal-2534	275	23	:	:	PUNCT
american_scientific_journal-2534	275	24	a	a	DET
american_scientific_journal-2534	275	25	convolutional	convolutional	ADJ
american_scientific_journal-2534	275	26	neural	neural	ADJ
american_scientific_journal-2534	275	27	-	-	PUNCT
american_scientific_journal-2534	275	28	network	network	NOUN
american_scientific_journal-2534	275	29	approach	approach	NOUN
american_scientific_journal-2534	275	30	,	,	PUNCT
american_scientific_journal-2534	275	31	"	"	PUNCT
american_scientific_journal-2534	275	32	ieee	ieee	NOUN
american_scientific_journal-2534	275	33	transactions	transaction	NOUN
american_scientific_journal-2534	275	34	on	on	ADP
american_scientific_journal-2534	275	35	neural	neural	ADJ
american_scientific_journal-2534	275	36	networks	network	NOUN
american_scientific_journal-2534	275	37	,	,	PUNCT
american_scientific_journal-2534	275	38	vol	vol	NOUN
american_scientific_journal-2534	275	39	.	.	PROPN
american_scientific_journal-2534	275	40	8	8	NUM
american_scientific_journal-2534	275	41	,	,	PUNCT
american_scientific_journal-2534	275	42	no	no	INTJ
american_scientific_journal-2534	275	43	.	.	PUNCT
american_scientific_journal-2534	276	1	no	no	INTJ
american_scientific_journal-2534	276	2	.	.	NOUN
american_scientific_journal-2534	276	3	1	1	NUM
american_scientific_journal-2534	276	4	,	,	PUNCT
american_scientific_journal-2534	276	5	pp	pp	ADJ
american_scientific_journal-2534	276	6	.	.	PUNCT
american_scientific_journal-2534	277	1	98	98	NUM
american_scientific_journal-2534	277	2	-	-	SYM
american_scientific_journal-2534	277	3	113	113	NUM
american_scientific_journal-2534	277	4	,	,	PUNCT
american_scientific_journal-2534	277	5	1997	1997	NUM
american_scientific_journal-2534	277	6	.	.	PUNCT
american_scientific_journal-2534	278	1	[	[	X
american_scientific_journal-2534	278	2	8	8	NUM
american_scientific_journal-2534	278	3	]	]	X
american_scientific_journal-2534	278	4	kurt	kurt	PROPN
american_scientific_journal-2534	278	5	hornik	hornik	PROPN
american_scientific_journal-2534	278	6	,	,	PUNCT
american_scientific_journal-2534	278	7	david	david	PROPN
american_scientific_journal-2534	278	8	meyer	meyer	PROPN
american_scientific_journal-2534	278	9	,	,	PUNCT
american_scientific_journal-2534	278	10	and	and	CCONJ
american_scientific_journal-2534	278	11	alexandros	alexandros	PROPN
american_scientific_journal-2534	278	12	karatzoglou	karatzoglou	PROPN
american_scientific_journal-2534	278	13	,	,	PUNCT
american_scientific_journal-2534	278	14	"	"	PUNCT
american_scientific_journal-2534	278	15	support	support	VERB
american_scientific_journal-2534	278	16	vector	vector	NOUN
american_scientific_journal-2534	278	17	machines	machine	NOUN
american_scientific_journal-2534	278	18	in	in	ADP
american_scientific_journal-2534	278	19	r	r	NOUN
american_scientific_journal-2534	278	20	,	,	PUNCT
american_scientific_journal-2534	278	21	"	"	PUNCT
american_scientific_journal-2534	278	22	journal	journal	NOUN
american_scientific_journal-2534	278	23	of	of	ADP
american_scientific_journal-2534	278	24	statistical	statistical	ADJ
american_scientific_journal-2534	278	25	software	software	NOUN
american_scientific_journal-2534	278	26	,	,	PUNCT
american_scientific_journal-2534	278	27	vol	vol	NOUN
american_scientific_journal-2534	278	28	.	.	PROPN
american_scientific_journal-2534	278	29	15	15	NUM
american_scientific_journal-2534	278	30	,	,	PUNCT
american_scientific_journal-2534	278	31	no	no	INTJ
american_scientific_journal-2534	278	32	.	.	PUNCT
american_scientific_journal-2534	279	1	no	no	INTJ
american_scientific_journal-2534	279	2	.	.	NOUN
american_scientific_journal-2534	279	3	9	9	NUM
american_scientific_journal-2534	279	4	,	,	PUNCT
american_scientific_journal-2534	279	5	pp	pp	ADJ
american_scientific_journal-2534	279	6	.	.	PUNCT
american_scientific_journal-2534	280	1	1	1	NUM
american_scientific_journal-2534	280	2	-	-	SYM
american_scientific_journal-2534	280	3	28	28	NUM
american_scientific_journal-2534	280	4	,	,	PUNCT
american_scientific_journal-2534	280	5	2006	2006	NUM
american_scientific_journal-2534	280	6	.	.	PUNCT
american_scientific_journal-2534	281	1	[	[	X
american_scientific_journal-2534	281	2	9	9	NUM
american_scientific_journal-2534	281	3	]	]	X
american_scientific_journal-2534	281	4	jason	jason	PROPN
american_scientific_journal-2534	281	5	weston	weston	PROPN
american_scientific_journal-2534	281	6	,	,	PUNCT
american_scientific_journal-2534	281	7	"	"	PUNCT
american_scientific_journal-2534	281	8	support	support	NOUN
american_scientific_journal-2534	281	9	vector	vector	NOUN
american_scientific_journal-2534	281	10	machine	machine	NOUN
american_scientific_journal-2534	281	11	(	(	PUNCT
american_scientific_journal-2534	281	12	and	and	CCONJ
american_scientific_journal-2534	281	13	statistical	statistical	ADJ
american_scientific_journal-2534	281	14	learning	learning	NOUN
american_scientific_journal-2534	281	15	theory	theory	NOUN
american_scientific_journal-2534	281	16	)	)	PUNCT
american_scientific_journal-2534	281	17	tutorial	tutorial	NOUN
american_scientific_journal-2534	281	18	,	,	PUNCT
american_scientific_journal-2534	281	19	"	"	PUNCT
american_scientific_journal-2534	281	20	nec	nec	PROPN
american_scientific_journal-2534	281	21	labs	labs	PROPN
american_scientific_journal-2534	281	22	america	america	PROPN
american_scientific_journal-2534	281	23	,	,	PUNCT
american_scientific_journal-2534	281	24	1998	1998	NUM
american_scientific_journal-2534	281	25	.	.	PUNCT
american_scientific_journal-2534	282	1	[	[	X
american_scientific_journal-2534	282	2	10	10	NUM
american_scientific_journal-2534	282	3	]	]	X
american_scientific_journal-2534	282	4	elham	elham	PROPN
american_scientific_journal-2534	282	5	bagherian	bagherian	PROPN
american_scientific_journal-2534	282	6	,	,	PUNCT
american_scientific_journal-2534	282	7	rahmita	rahmita	PROPN
american_scientific_journal-2534	282	8	wirza	wirza	NOUN
american_scientific_journal-2534	282	9	ok	ok	PROPN
american_scientific_journal-2534	282	10	rahmat	rahmat	NOUN
american_scientific_journal-2534	282	11	,	,	PUNCT
american_scientific_journal-2534	282	12	"	"	PUNCT
american_scientific_journal-2534	282	13	facial	facial	ADJ
american_scientific_journal-2534	282	14	feature	feature	NOUN
american_scientific_journal-2534	282	15	extraction	extraction	NOUN
american_scientific_journal-2534	282	16	for	for	ADP
american_scientific_journal-2534	282	17	face	face	NOUN
american_scientific_journal-2534	282	18	recognition	recognition	NOUN
american_scientific_journal-2534	282	19	:	:	PUNCT
american_scientific_journal-2534	282	20	a	a	DET
american_scientific_journal-2534	282	21	review	review	NOUN
american_scientific_journal-2534	282	22	,	,	PUNCT
american_scientific_journal-2534	282	23	"	"	PUNCT
american_scientific_journal-2534	282	24	in	in	ADP
american_scientific_journal-2534	282	25	in	in	ADP
american_scientific_journal-2534	282	26	2008	2008	NUM
american_scientific_journal-2534	282	27	international	international	ADJ
american_scientific_journal-2534	282	28	symposium	symposium	NOUN
american_scientific_journal-2534	282	29	on	on	ADP
american_scientific_journal-2534	282	30	information	information	NOUN
american_scientific_journal-2534	282	31	technology	technology	NOUN
american_scientific_journal-2534	282	32	,	,	PUNCT
american_scientific_journal-2534	282	33	ieee	ieee	PROPN
american_scientific_journal-2534	282	34	,	,	PUNCT
american_scientific_journal-2534	282	35	malaysia	malaysia	PROPN
american_scientific_journal-2534	282	36	,	,	PUNCT
american_scientific_journal-2534	282	37	2008	2008	NUM
american_scientific_journal-2534	282	38	.	.	PUNCT
american_scientific_journal-2534	283	1	american	american	ADJ
american_scientific_journal-2534	283	2	scientific	scientific	ADJ
american_scientific_journal-2534	283	3	research	research	PROPN
american_scientific_journal-2534	283	4	journal	journal	NOUN
american_scientific_journal-2534	283	5	for	for	ADP
american_scientific_journal-2534	283	6	engineering	engineering	NOUN
american_scientific_journal-2534	283	7	,	,	PUNCT
american_scientific_journal-2534	283	8	technology	technology	NOUN
american_scientific_journal-2534	283	9	,	,	PUNCT
american_scientific_journal-2534	283	10	and	and	CCONJ
american_scientific_journal-2534	283	11	sciences	science	NOUN
american_scientific_journal-2534	283	12	(	(	PUNCT
american_scientific_journal-2534	283	13	asrjets	asrjet	NOUN
american_scientific_journal-2534	283	14	)	)	PUNCT
american_scientific_journal-2534	283	15	(	(	PUNCT
american_scientific_journal-2534	283	16	2016	2016	NUM
american_scientific_journal-2534	283	17	)	)	PUNCT
american_scientific_journal-2534	283	18	volume	volume	NOUN
american_scientific_journal-2534	283	19	26	26	NUM
american_scientific_journal-2534	283	20	,	,	PUNCT
american_scientific_journal-2534	283	21	no	no	DET
american_scientific_journal-2534	283	22	3	3	NUM
american_scientific_journal-2534	283	23	,	,	PUNCT
american_scientific_journal-2534	283	24	pp	pp	ADV
american_scientific_journal-2534	283	25	317	317	NUM
american_scientific_journal-2534	283	26	-	-	SYM
american_scientific_journal-2534	283	27	334	334	NUM
american_scientific_journal-2534	283	28	334	334	NUM
american_scientific_journal-2534	283	29	[	[	X
american_scientific_journal-2534	283	30	11	11	NUM
american_scientific_journal-2534	283	31	]	]	X
american_scientific_journal-2534	283	32	neeraj	neeraj	PROPN
american_scientific_journal-2534	283	33	kumar	kumar	PROPN
american_scientific_journal-2534	283	34	,	,	PUNCT
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american_scientific_journal-2534	283	36	c.	c.	PROPN
american_scientific_journal-2534	283	37	berg	berg	PROPN
american_scientific_journal-2534	283	38	,	,	PUNCT
american_scientific_journal-2534	283	39	peter	peter	PROPN
american_scientific_journal-2534	283	40	n.	n.	PROPN
american_scientific_journal-2534	283	41	belhumeur	belhumeur	PROPN
american_scientific_journal-2534	283	42	,	,	PUNCT
american_scientific_journal-2534	283	43	shree	shree	PROPN
american_scientific_journal-2534	283	44	k.	k.	PROPN
american_scientific_journal-2534	283	45	nayar	nayar	PROPN
american_scientific_journal-2534	283	46	,	,	PUNCT
american_scientific_journal-2534	283	47	"	"	PUNCT
american_scientific_journal-2534	283	48	attribute	attribute	NOUN
american_scientific_journal-2534	283	49	and	and	CCONJ
american_scientific_journal-2534	283	50	simile	simile	NOUN
american_scientific_journal-2534	283	51	classifiers	classifier	NOUN
american_scientific_journal-2534	283	52	for	for	ADP
american_scientific_journal-2534	283	53	face	face	NOUN
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american_scientific_journal-2534	283	55	,	,	PUNCT
american_scientific_journal-2534	283	56	"	"	PUNCT
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american_scientific_journal-2534	283	59	2009	2009	NUM
american_scientific_journal-2534	283	60	ieee	ieee	NOUN
american_scientific_journal-2534	283	61	12th	12th	PROPN
american_scientific_journal-2534	283	62	international	international	ADJ
american_scientific_journal-2534	283	63	conference	conference	NOUN
american_scientific_journal-2534	283	64	on	on	ADP
american_scientific_journal-2534	283	65	computer	computer	NOUN
american_scientific_journal-2534	283	66	vision	vision	NOUN
american_scientific_journal-2534	283	67	,	,	PUNCT
american_scientific_journal-2534	283	68	pp	pp	ADP
american_scientific_journal-2534	283	69	.	.	PUNCT
american_scientific_journal-2534	284	1	365372	365372	NUM
american_scientific_journal-2534	284	2	.	.	PUNCT
american_scientific_journal-2534	285	1	ieee	ieee	NOUN
american_scientific_journal-2534	285	2	,	,	PUNCT
american_scientific_journal-2534	285	3	2009	2009	NUM
american_scientific_journal-2534	285	4	.	.	PUNCT
american_scientific_journal-2534	285	5	,	,	PUNCT
american_scientific_journal-2534	285	6	2009	2009	NUM
american_scientific_journal-2534	285	7	.	.	PUNCT
american_scientific_journal-2534	286	1	[	[	X
american_scientific_journal-2534	286	2	12	12	NUM
american_scientific_journal-2534	286	3	]	]	X
american_scientific_journal-2534	286	4	saman	saman	PROPN
american_scientific_journal-2534	286	5	sarraf	sarraf	PROPN
american_scientific_journal-2534	286	6	,	,	PUNCT
american_scientific_journal-2534	286	7	cristina	cristina	PROPN
american_scientific_journal-2534	286	8	saverino	saverino	PROPN
american_scientific_journal-2534	286	9	,	,	PUNCT
american_scientific_journal-2534	286	10	halleh	halleh	PROPN
american_scientific_journal-2534	286	11	ghaderi	ghaderi	NOUN
american_scientific_journal-2534	286	12	,	,	PUNCT
american_scientific_journal-2534	286	13	john	john	PROPN
american_scientific_journal-2534	286	14	anderson	anderson	PROPN
american_scientific_journal-2534	286	15	,	,	PUNCT
american_scientific_journal-2534	286	16	"	"	PUNCT
american_scientific_journal-2534	286	17	brain	brain	NOUN
american_scientific_journal-2534	286	18	network	network	NOUN
american_scientific_journal-2534	286	19	extraction	extraction	NOUN
american_scientific_journal-2534	286	20	from	from	ADP
american_scientific_journal-2534	286	21	probabilistic	probabilistic	ADJ
american_scientific_journal-2534	286	22	ica	ica	PROPN
american_scientific_journal-2534	286	23	using	use	VERB
american_scientific_journal-2534	286	24	functional	functional	ADJ
american_scientific_journal-2534	286	25	magnetic	magnetic	ADJ
american_scientific_journal-2534	286	26	resonance	resonance	NOUN
american_scientific_journal-2534	286	27	images	image	NOUN
american_scientific_journal-2534	286	28	and	and	CCONJ
american_scientific_journal-2534	286	29	advanced	advanced	ADJ
american_scientific_journal-2534	286	30	template	template	NOUN
american_scientific_journal-2534	286	31	matching	matching	NOUN
american_scientific_journal-2534	286	32	techniques	technique	NOUN
american_scientific_journal-2534	286	33	,	,	PUNCT
american_scientific_journal-2534	286	34	"	"	PUNCT
american_scientific_journal-2534	286	35	in	in	ADP
american_scientific_journal-2534	286	36	electrical	electrical	ADJ
american_scientific_journal-2534	286	37	and	and	CCONJ
american_scientific_journal-2534	286	38	computer	computer	NOUN
american_scientific_journal-2534	286	39	engineering	engineering	NOUN
american_scientific_journal-2534	286	40	(	(	PUNCT
american_scientific_journal-2534	286	41	ccece	ccece	PROPN
american_scientific_journal-2534	286	42	)	)	PUNCT
american_scientific_journal-2534	286	43	,	,	PUNCT
american_scientific_journal-2534	286	44	2014	2014	NUM
american_scientific_journal-2534	286	45	ieee	ieee	PROPN
american_scientific_journal-2534	286	46	27th	27th	ADJ
american_scientific_journal-2534	286	47	canadian	canadian	PROPN
american_scientific_journal-2534	286	48	conference	conference	PROPN
american_scientific_journal-2534	286	49	,	,	PUNCT
american_scientific_journal-2534	286	50	toronto	toronto	PROPN
american_scientific_journal-2534	286	51	,	,	PUNCT
american_scientific_journal-2534	286	52	2014	2014	NUM
american_scientific_journal-2534	286	53	.	.	PUNCT
american_scientific_journal-2534	287	1	[	[	X
american_scientific_journal-2534	287	2	13	13	NUM
american_scientific_journal-2534	287	3	]	]	X
american_scientific_journal-2534	287	4	saman	saman	PROPN
american_scientific_journal-2534	287	5	sarraf	sarraf	PROPN
american_scientific_journal-2534	287	6	,	,	PUNCT
american_scientific_journal-2534	287	7	cristina	cristina	PROPN
american_scientific_journal-2534	287	8	saverino	saverino	PROPN
american_scientific_journal-2534	287	9	,	,	PUNCT
american_scientific_journal-2534	287	10	ali	ali	PROPN
american_scientific_journal-2534	287	11	mohammad	mohammad	PROPN
american_scientific_journal-2534	287	12	golestani	golestani	PROPN
american_scientific_journal-2534	287	13	,	,	PUNCT
american_scientific_journal-2534	287	14	"	"	PUNCT
american_scientific_journal-2534	287	15	a	a	DET
american_scientific_journal-2534	287	16	robust	robust	ADJ
american_scientific_journal-2534	287	17	and	and	CCONJ
american_scientific_journal-2534	287	18	adaptive	adaptive	ADJ
american_scientific_journal-2534	287	19	decision	decision	NOUN
american_scientific_journal-2534	287	20	-	-	PUNCT
american_scientific_journal-2534	287	21	making	make	VERB
american_scientific_journal-2534	287	22	algorithm	algorithm	NOUN
american_scientific_journal-2534	287	23	for	for	ADP
american_scientific_journal-2534	287	24	detecting	detect	VERB
american_scientific_journal-2534	287	25	brain	brain	NOUN
american_scientific_journal-2534	287	26	networks	network	NOUN
american_scientific_journal-2534	287	27	using	use	VERB
american_scientific_journal-2534	287	28	functional	functional	ADJ
american_scientific_journal-2534	287	29	mri	mri	NOUN
american_scientific_journal-2534	287	30	within	within	ADP
american_scientific_journal-2534	287	31	the	the	DET
american_scientific_journal-2534	287	32	spatial	spatial	ADJ
american_scientific_journal-2534	287	33	and	and	CCONJ
american_scientific_journal-2534	287	34	frequency	frequency	NOUN
american_scientific_journal-2534	287	35	domain	domain	NOUN
american_scientific_journal-2534	287	36	,	,	PUNCT
american_scientific_journal-2534	287	37	"	"	PUNCT
american_scientific_journal-2534	287	38	in	in	ADP
american_scientific_journal-2534	287	39	the	the	DET
american_scientific_journal-2534	287	40	ieee	ieee	NOUN
american_scientific_journal-2534	287	41	international	international	PROPN
american_scientific_journal-2534	287	42	conference	conference	NOUN
american_scientific_journal-2534	287	43	on	on	ADP
american_scientific_journal-2534	287	44	biomedical	biomedical	ADJ
american_scientific_journal-2534	287	45	and	and	CCONJ
american_scientific_journal-2534	287	46	health	health	NOUN
american_scientific_journal-2534	287	47	informatics	informatic	NOUN
american_scientific_journal-2534	287	48	(	(	PUNCT
american_scientific_journal-2534	287	49	bhi	bhi	PROPN
american_scientific_journal-2534	287	50	)	)	PUNCT
american_scientific_journal-2534	287	51	,	,	PUNCT
american_scientific_journal-2534	287	52	las	las	PROPN
american_scientific_journal-2534	287	53	vegas	vegas	PROPN
american_scientific_journal-2534	287	54	,	,	PUNCT
american_scientific_journal-2534	287	55	2016	2016	NUM
american_scientific_journal-2534	287	56	.	.	PUNCT
american_scientific_journal-2534	288	1	[	[	X
american_scientific_journal-2534	288	2	14	14	NUM
american_scientific_journal-2534	288	3	]	]	X
american_scientific_journal-2534	288	4	saman	saman	PROPN
american_scientific_journal-2534	288	5	sarraf	sarraf	PROPN
american_scientific_journal-2534	288	6	,	,	PUNCT
american_scientific_journal-2534	288	7	jian	jian	PROPN
american_scientific_journal-2534	288	8	sun	sun	PROPN
american_scientific_journal-2534	288	9	,	,	PUNCT
american_scientific_journal-2534	288	10	"	"	PUNCT
american_scientific_journal-2534	288	11	advances	advance	NOUN
american_scientific_journal-2534	288	12	in	in	ADP
american_scientific_journal-2534	288	13	functional	functional	ADJ
american_scientific_journal-2534	288	14	brain	brain	NOUN
american_scientific_journal-2534	288	15	imaging	imaging	NOUN
american_scientific_journal-2534	288	16	:	:	PUNCT
american_scientific_journal-2534	288	17	a	a	DET
american_scientific_journal-2534	288	18	comprehensive	comprehensive	ADJ
american_scientific_journal-2534	288	19	survey	survey	NOUN
american_scientific_journal-2534	288	20	for	for	ADP
american_scientific_journal-2534	288	21	engineers	engineer	NOUN
american_scientific_journal-2534	288	22	and	and	CCONJ
american_scientific_journal-2534	288	23	physical	physical	ADJ
american_scientific_journal-2534	288	24	scientists	scientist	NOUN
american_scientific_journal-2534	288	25	.	.	PUNCT
american_scientific_journal-2534	289	1	,	,	PUNCT
american_scientific_journal-2534	289	2	"	"	PUNCT
american_scientific_journal-2534	289	3	international	international	ADJ
american_scientific_journal-2534	289	4	journal	journal	NOUN
american_scientific_journal-2534	289	5	of	of	ADP
american_scientific_journal-2534	289	6	advanced	advanced	ADJ
american_scientific_journal-2534	289	7	research	research	NOUN
american_scientific_journal-2534	289	8	,	,	PUNCT
american_scientific_journal-2534	289	9	vol	vol	NOUN
american_scientific_journal-2534	289	10	.	.	PROPN
american_scientific_journal-2534	289	11	4	4	NUM
american_scientific_journal-2534	289	12	,	,	PUNCT
american_scientific_journal-2534	289	13	no	no	INTJ
american_scientific_journal-2534	289	14	.	.	NOUN
american_scientific_journal-2534	289	15	8	8	NUM
american_scientific_journal-2534	289	16	,	,	PUNCT
american_scientific_journal-2534	289	17	pp	pp	ADJ
american_scientific_journal-2534	289	18	.	.	PUNCT
american_scientific_journal-2534	290	1	640	640	NUM
american_scientific_journal-2534	290	2	-	-	SYM
american_scientific_journal-2534	290	3	660	660	NUM
american_scientific_journal-2534	290	4	,	,	PUNCT
american_scientific_journal-2534	290	5	2016	2016	NUM
american_scientific_journal-2534	290	6	.	.	PUNCT
american_scientific_journal-2534	291	1	[	[	X
american_scientific_journal-2534	291	2	15	15	NUM
american_scientific_journal-2534	291	3	]	]	X
american_scientific_journal-2534	291	4	saman	saman	PROPN
american_scientific_journal-2534	291	5	sarraf	sarraf	PROPN
american_scientific_journal-2534	291	6	,	,	PUNCT
american_scientific_journal-2534	291	7	ehsan	ehsan	PROPN
american_scientific_journal-2534	291	8	marzbanrad	marzbanrad	PROPN
american_scientific_journal-2534	291	9	,	,	PUNCT
american_scientific_journal-2534	291	10	hamid	hamid	PROPN
american_scientific_journal-2534	291	11	mobedi	mobedi	PROPN
american_scientific_journal-2534	291	12	,	,	PUNCT
american_scientific_journal-2534	291	13	"	"	PUNCT
american_scientific_journal-2534	291	14	mathematical	mathematical	ADJ
american_scientific_journal-2534	291	15	modeling	modeling	NOUN
american_scientific_journal-2534	291	16	for	for	ADP
american_scientific_journal-2534	291	17	predicting	predict	VERB
american_scientific_journal-2534	291	18	betamethasone	betamethasone	NOUN
american_scientific_journal-2534	291	19	profile	profile	NOUN
american_scientific_journal-2534	291	20	and	and	CCONJ
american_scientific_journal-2534	291	21	burst	burst	ADJ
american_scientific_journal-2534	291	22	release	release	NOUN
american_scientific_journal-2534	291	23	from	from	ADP
american_scientific_journal-2534	291	24	in	in	ADP
american_scientific_journal-2534	291	25	situ	situ	ADJ
american_scientific_journal-2534	291	26	forming	form	VERB
american_scientific_journal-2534	291	27	systems	system	NOUN
american_scientific_journal-2534	291	28	based	base	VERB
american_scientific_journal-2534	291	29	on	on	ADP
american_scientific_journal-2534	291	30	plga	plga	NOUN
american_scientific_journal-2534	291	31	,	,	PUNCT
american_scientific_journal-2534	291	32	"	"	PUNCT
american_scientific_journal-2534	291	33	in	in	ADP
american_scientific_journal-2534	291	34	electrical	electrical	ADJ
american_scientific_journal-2534	291	35	and	and	CCONJ
american_scientific_journal-2534	291	36	computer	computer	NOUN
american_scientific_journal-2534	291	37	engineering	engineering	NOUN
american_scientific_journal-2534	291	38	(	(	PUNCT
american_scientific_journal-2534	291	39	ccece	ccece	PROPN
american_scientific_journal-2534	291	40	)	)	PUNCT
american_scientific_journal-2534	291	41	,	,	PUNCT
american_scientific_journal-2534	291	42	2014	2014	NUM
american_scientific_journal-2534	291	43	ieee	ieee	NOUN
american_scientific_journal-2534	291	44	27th	27th	ADJ
american_scientific_journal-2534	291	45	canadian	canadian	ADJ
american_scientific_journal-2534	291	46	conference	conference	NOUN
american_scientific_journal-2534	291	47	on	on	ADP
american_scientific_journal-2534	291	48	,	,	PUNCT
american_scientific_journal-2534	291	49	toronto	toronto	PROPN
american_scientific_journal-2534	291	50	,	,	PUNCT
american_scientific_journal-2534	291	51	2014	2014	NUM
american_scientific_journal-2534	291	52	.	.	PUNCT