id	sid	tid	token	lemma	pos
ajst-26214	1	1	academic	academic	ADJ
ajst-26214	1	2	journal	journal	NOUN
ajst-26214	1	3	of	of	ADP
ajst-26214	1	4	science	science	NOUN
ajst-26214	1	5	and	and	CCONJ
ajst-26214	1	6	technology	technology	NOUN
ajst-26214	1	7	issn	issn	NOUN
ajst-26214	1	8	:	:	PUNCT
ajst-26214	1	9	2771	2771	NUM
ajst-26214	1	10	-	-	SYM
ajst-26214	1	11	3032	3032	NUM
ajst-26214	1	12	|	|	NOUN
ajst-26214	1	13	vol	vol	NOUN
ajst-26214	1	14	.	.	PROPN
ajst-26214	2	1	12	12	NUM
ajst-26214	2	2	,	,	PUNCT
ajst-26214	2	3	no	no	INTJ
ajst-26214	2	4	.	.	NOUN
ajst-26214	2	5	3	3	NUM
ajst-26214	2	6	,	,	PUNCT
ajst-26214	2	7	2024	2024	NUM
ajst-26214	2	8	182	182	NUM
ajst-26214	2	9	grade	grade	NOUN
ajst-26214	2	10	identification	identification	NOUN
ajst-26214	2	11	of	of	ADP
ajst-26214	2	12	strong‐flavor	strong‐flavor	ADJ
ajst-26214	2	13	raw	raw	ADJ
ajst-26214	2	14	liquor	liquor	NOUN
ajst-26214	2	15	based	base	VERB
ajst-26214	2	16	on	on	ADP
ajst-26214	2	17	gc‐ms	gc‐ms	NOUN
ajst-26214	2	18	combined	combine	VERB
ajst-26214	2	19	with	with	ADP
ajst-26214	2	20	spearman‐kpca	spearman‐kpca	NOUN
ajst-26214	2	21	feature	feature	NOUN
ajst-26214	2	22	extraction	extraction	NOUN
ajst-26214	2	23	ni	ni	PROPN
ajst-26214	2	24	fu1	fu1	PROPN
ajst-26214	2	25	,	,	PUNCT
ajst-26214	2	26	2	2	NUM
ajst-26214	2	27	,	,	PUNCT
ajst-26214	2	28	xianguo	xianguo	PROPN
ajst-26214	2	29	tuo1	tuo1	PROPN
ajst-26214	2	30	,	,	PUNCT
ajst-26214	2	31	2	2	NUM
ajst-26214	2	32	,	,	PUNCT
ajst-26214	2	33	*	*	PROPN
ajst-26214	2	34	,	,	PUNCT
ajst-26214	2	35	wei	wei	PROPN
ajst-26214	2	36	zhang1	zhang1	PROPN
ajst-26214	2	37	,	,	PUNCT
ajst-26214	2	38	2	2	NUM
ajst-26214	2	39	1school	1school	NUM
ajst-26214	2	40	of	of	ADP
ajst-26214	2	41	automation	automation	NOUN
ajst-26214	2	42	and	and	CCONJ
ajst-26214	2	43	information	information	NOUN
ajst-26214	2	44	engineering	engineering	PROPN
ajst-26214	2	45	sichuan	sichuan	PROPN
ajst-26214	2	46	university	university	PROPN
ajst-26214	2	47	of	of	ADP
ajst-26214	2	48	science	science	NOUN
ajst-26214	2	49	and	and	CCONJ
ajst-26214	2	50	engineering	engineering	NOUN
ajst-26214	2	51	,	,	PUNCT
ajst-26214	2	52	yibin	yibin	PROPN
ajst-26214	2	53	,	,	PUNCT
ajst-26214	2	54	china	china	PROPN
ajst-26214	2	55	2artificial	2artificial	PROPN
ajst-26214	2	56	intelligence	intelligence	PROPN
ajst-26214	2	57	key	key	ADJ
ajst-26214	2	58	laboratory	laboratory	NOUN
ajst-26214	2	59	of	of	ADP
ajst-26214	2	60	sichuan	sichuan	PROPN
ajst-26214	2	61	province	province	PROPN
ajst-26214	2	62	,	,	PUNCT
ajst-26214	2	63	yibin	yibin	PROPN
ajst-26214	2	64	644000	644000	NUM
ajst-26214	2	65	,	,	PUNCT
ajst-26214	2	66	china	china	PROPN
ajst-26214	2	67	*	*	PUNCT
ajst-26214	2	68	corresponding	correspond	VERB
ajst-26214	2	69	author	author	NOUN
ajst-26214	2	70	:	:	PUNCT
ajst-26214	2	71	xianguo	xianguo	PROPN
ajst-26214	2	72	tuo	tuo	PROPN
ajst-26214	2	73	(	(	PUNCT
ajst-26214	2	74	email	email	NOUN
ajst-26214	2	75	:	:	PUNCT
ajst-26214	2	76	puckio98@163.com	puckio98@163.com	NOUN
ajst-26214	2	77	)	)	PUNCT
ajst-26214	2	78	abstract	abstract	NOUN
ajst-26214	2	79	:	:	PUNCT
ajst-26214	2	80	taking	take	VERB
ajst-26214	2	81	different	different	ADJ
ajst-26214	2	82	grades	grade	NOUN
ajst-26214	2	83	of	of	ADP
ajst-26214	2	84	strong	strong	ADJ
ajst-26214	2	85	-	-	PUNCT
ajst-26214	2	86	flavor	flavor	NOUN
ajst-26214	2	87	raw	raw	ADJ
ajst-26214	2	88	liquor	liquor	NOUN
ajst-26214	2	89	as	as	SCONJ
ajst-26214	2	90	the	the	DET
ajst-26214	2	91	research	research	NOUN
ajst-26214	2	92	object	object	NOUN
ajst-26214	2	93	,	,	PUNCT
ajst-26214	2	94	gas	gas	NOUN
ajst-26214	2	95	chromatography	chromatography	NOUN
ajst-26214	2	96	-	-	PUNCT
ajst-26214	2	97	mass	mass	NOUN
ajst-26214	2	98	spectrometry	spectrometry	NOUN
ajst-26214	2	99	(	(	PUNCT
ajst-26214	2	100	gc	gc	PROPN
ajst-26214	2	101	-	-	PUNCT
ajst-26214	2	102	ms	ms	NOUN
ajst-26214	2	103	)	)	PUNCT
ajst-26214	2	104	technology	technology	NOUN
ajst-26214	2	105	was	be	AUX
ajst-26214	2	106	used	use	VERB
ajst-26214	2	107	to	to	PART
ajst-26214	2	108	obtain	obtain	VERB
ajst-26214	2	109	the	the	DET
ajst-26214	2	110	volatile	volatile	ADJ
ajst-26214	2	111	components	component	NOUN
ajst-26214	2	112	mapping	mapping	NOUN
ajst-26214	2	113	data	datum	NOUN
ajst-26214	2	114	of	of	ADP
ajst-26214	2	115	raw	raw	ADJ
ajst-26214	2	116	liquor	liquor	NOUN
ajst-26214	2	117	,	,	PUNCT
ajst-26214	2	118	and	and	CCONJ
ajst-26214	2	119	spearman	spearman	NOUN
ajst-26214	2	120	correlation	correlation	NOUN
ajst-26214	2	121	coefficient	coefficient	NOUN
ajst-26214	2	122	(	(	PUNCT
ajst-26214	2	123	spearman	spearman	NOUN
ajst-26214	2	124	)	)	PUNCT
ajst-26214	2	125	combined	combine	VERB
ajst-26214	2	126	with	with	ADP
ajst-26214	2	127	principal	principal	ADJ
ajst-26214	2	128	component	component	NOUN
ajst-26214	2	129	analysis	analysis	NOUN
ajst-26214	2	130	(	(	PUNCT
ajst-26214	2	131	pca	pca	NOUN
ajst-26214	2	132	)	)	PUNCT
ajst-26214	2	133	and	and	CCONJ
ajst-26214	2	134	kernel	kernel	PROPN
ajst-26214	2	135	principal	principal	PROPN
ajst-26214	2	136	component	component	NOUN
ajst-26214	2	137	analysis	analysis	NOUN
ajst-26214	2	138	(	(	PUNCT
ajst-26214	2	139	kpca	kpca	PROPN
ajst-26214	2	140	)	)	PUNCT
ajst-26214	2	141	was	be	AUX
ajst-26214	2	142	used	use	VERB
ajst-26214	2	143	to	to	PART
ajst-26214	2	144	realize	realize	VERB
ajst-26214	2	145	the	the	DET
ajst-26214	2	146	secondary	secondary	ADJ
ajst-26214	2	147	feature	feature	NOUN
ajst-26214	2	148	extraction	extraction	NOUN
ajst-26214	2	149	of	of	ADP
ajst-26214	2	150	the	the	DET
ajst-26214	2	151	gc	gc	PROPN
ajst-26214	2	152	-	-	PUNCT
ajst-26214	2	153	ms	ms	PROPN
ajst-26214	2	154	data	data	PROPN
ajst-26214	2	155	,	,	PUNCT
ajst-26214	2	156	and	and	CCONJ
ajst-26214	2	157	then	then	ADV
ajst-26214	2	158	combined	combine	VERB
ajst-26214	2	159	with	with	ADP
ajst-26214	2	160	the	the	DET
ajst-26214	2	161	support	support	NOUN
ajst-26214	2	162	vector	vector	NOUN
ajst-26214	2	163	machine	machine	NOUN
ajst-26214	2	164	(	(	PUNCT
ajst-26214	2	165	svm	svm	PROPN
ajst-26214	2	166	)	)	PUNCT
ajst-26214	2	167	,	,	PUNCT
ajst-26214	2	168	extreme	extreme	ADJ
ajst-26214	2	169	gradient	gradient	NOUN
ajst-26214	2	170	boosting	boost	VERB
ajst-26214	2	171	(	(	PUNCT
ajst-26214	2	172	xgboost	xgboost	ADV
ajst-26214	2	173	)	)	PUNCT
ajst-26214	2	174	,	,	PUNCT
ajst-26214	2	175	and	and	CCONJ
ajst-26214	2	176	bp	bp	PROPN
ajst-26214	2	177	neural	neural	ADJ
ajst-26214	2	178	network	network	NOUN
ajst-26214	2	179	to	to	PART
ajst-26214	2	180	establish	establish	VERB
ajst-26214	2	181	the	the	DET
ajst-26214	2	182	raw	raw	ADJ
ajst-26214	2	183	liquor	liquor	NOUN
ajst-26214	2	184	grades	grade	NOUN
ajst-26214	2	185	identification	identification	NOUN
ajst-26214	2	186	model	model	NOUN
ajst-26214	2	187	,	,	PUNCT
ajst-26214	2	188	respectively	respectively	ADV
ajst-26214	2	189	.	.	PUNCT
ajst-26214	3	1	the	the	DET
ajst-26214	3	2	results	result	NOUN
ajst-26214	3	3	show	show	VERB
ajst-26214	3	4	that	that	SCONJ
ajst-26214	3	5	the	the	DET
ajst-26214	3	6	prediction	prediction	NOUN
ajst-26214	3	7	accuracy	accuracy	NOUN
ajst-26214	3	8	of	of	ADP
ajst-26214	3	9	the	the	DET
ajst-26214	3	10	grade	grade	NOUN
ajst-26214	3	11	identification	identification	NOUN
ajst-26214	3	12	model	model	NOUN
ajst-26214	3	13	based	base	VERB
ajst-26214	3	14	on	on	ADP
ajst-26214	3	15	spearman	spearman	NOUN
ajst-26214	3	16	-	-	PUNCT
ajst-26214	3	17	kpca	kpca	NOUN
ajst-26214	3	18	dimensionality	dimensionality	NOUN
ajst-26214	3	19	reduction	reduction	NOUN
ajst-26214	3	20	data	datum	NOUN
ajst-26214	3	21	is	be	AUX
ajst-26214	3	22	better	well	ADJ
ajst-26214	3	23	,	,	PUNCT
ajst-26214	3	24	in	in	ADP
ajst-26214	3	25	which	which	PRON
ajst-26214	3	26	the	the	DET
ajst-26214	3	27	spearman	spearman	NOUN
ajst-26214	3	28	-	-	PUNCT
ajst-26214	3	29	kpca	kpca	PROPN
ajst-26214	3	30	-	-	PUNCT
ajst-26214	3	31	bp	bp	PROPN
ajst-26214	3	32	neural	neural	ADJ
ajst-26214	3	33	network	network	NOUN
ajst-26214	3	34	model	model	NOUN
ajst-26214	3	35	has	have	VERB
ajst-26214	3	36	the	the	DET
ajst-26214	3	37	best	good	ADJ
ajst-26214	3	38	classification	classification	NOUN
ajst-26214	3	39	effect	effect	NOUN
ajst-26214	3	40	,	,	PUNCT
ajst-26214	3	41	and	and	CCONJ
ajst-26214	3	42	the	the	DET
ajst-26214	3	43	accuracy	accuracy	NOUN
ajst-26214	3	44	of	of	ADP
ajst-26214	3	45	the	the	DET
ajst-26214	3	46	correction	correction	NOUN
ajst-26214	3	47	set	set	VERB
ajst-26214	3	48	and	and	CCONJ
ajst-26214	3	49	prediction	prediction	NOUN
ajst-26214	3	50	set	set	NOUN
ajst-26214	3	51	reaches	reach	VERB
ajst-26214	3	52	99.44	99.44	NUM
ajst-26214	3	53	%	%	NOUN
ajst-26214	3	54	and	and	CCONJ
ajst-26214	3	55	96.10	96.10	NUM
ajst-26214	3	56	%	%	NOUN
ajst-26214	3	57	,	,	PUNCT
ajst-26214	3	58	respectively	respectively	ADV
ajst-26214	3	59	.	.	PUNCT
ajst-26214	4	1	research	research	NOUN
ajst-26214	4	2	shows	show	VERB
ajst-26214	4	3	that	that	SCONJ
ajst-26214	4	4	the	the	DET
ajst-26214	4	5	principal	principal	ADJ
ajst-26214	4	6	components	component	NOUN
ajst-26214	4	7	extracted	extract	VERB
ajst-26214	4	8	based	base	VERB
ajst-26214	4	9	on	on	ADP
ajst-26214	4	10	spearman	spearman	NOUN
ajst-26214	4	11	-	-	PUNCT
ajst-26214	4	12	kpca	kpca	ADJ
ajst-26214	4	13	secondary	secondary	ADJ
ajst-26214	4	14	features	feature	NOUN
ajst-26214	4	15	can	can	AUX
ajst-26214	4	16	better	well	ADV
ajst-26214	4	17	characterize	characterize	VERB
ajst-26214	4	18	the	the	DET
ajst-26214	4	19	characteristic	characteristic	ADJ
ajst-26214	4	20	information	information	NOUN
ajst-26214	4	21	of	of	ADP
ajst-26214	4	22	different	different	ADJ
ajst-26214	4	23	grades	grade	NOUN
ajst-26214	4	24	of	of	ADP
ajst-26214	4	25	raw	raw	ADJ
ajst-26214	4	26	liquor	liquor	NOUN
ajst-26214	4	27	.	.	PUNCT
ajst-26214	5	1	combined	combine	VERB
ajst-26214	5	2	with	with	ADP
ajst-26214	5	3	the	the	DET
ajst-26214	5	4	bp	bp	PROPN
ajst-26214	5	5	neural	neural	PROPN
ajst-26214	5	6	network	network	PROPN
ajst-26214	5	7	model	model	NOUN
ajst-26214	5	8	,	,	PUNCT
ajst-26214	5	9	it	it	PRON
ajst-26214	5	10	can	can	AUX
ajst-26214	5	11	effectively	effectively	ADV
ajst-26214	5	12	realize	realize	VERB
ajst-26214	5	13	the	the	DET
ajst-26214	5	14	identification	identification	NOUN
ajst-26214	5	15	of	of	ADP
ajst-26214	5	16	different	different	ADJ
ajst-26214	5	17	grades	grade	NOUN
ajst-26214	5	18	of	of	ADP
ajst-26214	5	19	raw	raw	ADJ
ajst-26214	5	20	liquor	liquor	NOUN
ajst-26214	5	21	.	.	PUNCT
ajst-26214	6	1	it	it	PRON
ajst-26214	6	2	is	be	AUX
ajst-26214	6	3	an	an	DET
ajst-26214	6	4	effective	effective	ADJ
ajst-26214	6	5	method	method	NOUN
ajst-26214	6	6	for	for	ADP
ajst-26214	6	7	identifying	identify	VERB
ajst-26214	6	8	the	the	DET
ajst-26214	6	9	grade	grade	NOUN
ajst-26214	6	10	of	of	ADP
ajst-26214	6	11	raw	raw	ADJ
ajst-26214	6	12	liquor	liquor	NOUN
ajst-26214	6	13	.	.	PUNCT
ajst-26214	7	1	keywords	keyword	NOUN
ajst-26214	7	2	:	:	PUNCT
ajst-26214	7	3	strong	strong	ADJ
ajst-26214	7	4	-	-	PUNCT
ajst-26214	7	5	flavor	flavor	NOUN
ajst-26214	7	6	base	base	NOUN
ajst-26214	7	7	liquor	liquor	NOUN
ajst-26214	7	8	;	;	PUNCT
ajst-26214	7	9	gas	gas	NOUN
ajst-26214	7	10	chromatography	chromatography	NOUN
ajst-26214	7	11	-	-	PUNCT
ajst-26214	7	12	mass	mass	NOUN
ajst-26214	7	13	spectrometry	spectrometry	NOUN
ajst-26214	7	14	;	;	PUNCT
ajst-26214	7	15	spearman	spearman	NOUN
ajst-26214	7	16	's	's	PART
ajst-26214	7	17	rank	rank	NOUN
ajst-26214	7	18	correlation	correlation	NOUN
ajst-26214	7	19	coefficient	coefficient	NOUN
ajst-26214	7	20	;	;	PUNCT
ajst-26214	7	21	kernel	kernel	PROPN
ajst-26214	7	22	principal	principal	PROPN
ajst-26214	7	23	component	component	NOUN
ajst-26214	7	24	analysis	analysis	NOUN
ajst-26214	7	25	;	;	PUNCT
ajst-26214	7	26	grade	grade	NOUN
ajst-26214	7	27	identification	identification	NOUN
ajst-26214	7	28	model	model	NOUN
ajst-26214	7	29	.	.	PUNCT
ajst-26214	8	1	1	1	X
ajst-26214	8	2	.	.	X
ajst-26214	8	3	introduction	introduction	NOUN
ajst-26214	8	4	the	the	DET
ajst-26214	8	5	main	main	ADJ
ajst-26214	8	6	components	component	NOUN
ajst-26214	8	7	of	of	ADP
ajst-26214	8	8	liquor	liquor	NOUN
ajst-26214	8	9	are	be	AUX
ajst-26214	8	10	water	water	NOUN
ajst-26214	8	11	and	and	CCONJ
ajst-26214	8	12	ethanol	ethanol	NOUN
ajst-26214	8	13	,	,	PUNCT
ajst-26214	8	14	the	the	DET
ajst-26214	8	15	content	content	NOUN
ajst-26214	8	16	of	of	ADP
ajst-26214	8	17	which	which	PRON
ajst-26214	8	18	accounts	account	VERB
ajst-26214	8	19	for	for	ADP
ajst-26214	8	20	about	about	ADV
ajst-26214	8	21	98	98	NUM
ajst-26214	8	22	%	%	NOUN
ajst-26214	8	23	of	of	ADP
ajst-26214	8	24	the	the	DET
ajst-26214	8	25	total	total	ADJ
ajst-26214	8	26	amount	amount	NOUN
ajst-26214	8	27	,	,	PUNCT
ajst-26214	8	28	and	and	CCONJ
ajst-26214	8	29	the	the	DET
ajst-26214	8	30	remaining	remain	VERB
ajst-26214	8	31	1	1	NUM
ajst-26214	8	32	%	%	NOUN
ajst-26214	8	33	to	to	PART
ajst-26214	8	34	2	2	NUM
ajst-26214	8	35	%	%	NOUN
ajst-26214	8	36	are	be	AUX
ajst-26214	8	37	acids	acid	NOUN
ajst-26214	8	38	,	,	PUNCT
ajst-26214	8	39	esters	ester	NOUN
ajst-26214	8	40	,	,	PUNCT
ajst-26214	8	41	aldehydes	aldehyde	NOUN
ajst-26214	8	42	,	,	PUNCT
ajst-26214	8	43	alcohols	alcohol	NOUN
ajst-26214	8	44	and	and	CCONJ
ajst-26214	8	45	other	other	ADJ
ajst-26214	8	46	trace	trace	NOUN
ajst-26214	8	47	components	component	NOUN
ajst-26214	8	48	,	,	PUNCT
ajst-26214	8	49	and	and	CCONJ
ajst-26214	8	50	the	the	DET
ajst-26214	8	51	content	content	NOUN
ajst-26214	8	52	of	of	ADP
ajst-26214	8	53	these	these	DET
ajst-26214	8	54	trace	trace	NOUN
ajst-26214	8	55	components	component	NOUN
ajst-26214	8	56	and	and	CCONJ
ajst-26214	8	57	the	the	DET
ajst-26214	8	58	quantitative	quantitative	ADJ
ajst-26214	8	59	relationship	relationship	NOUN
ajst-26214	8	60	between	between	ADP
ajst-26214	8	61	them	they	PRON
ajst-26214	8	62	determines	determine	VERB
ajst-26214	8	63	the	the	DET
ajst-26214	8	64	aroma	aroma	NOUN
ajst-26214	8	65	,	,	PUNCT
ajst-26214	8	66	quality	quality	NOUN
ajst-26214	8	67	and	and	CCONJ
ajst-26214	8	68	style	style	NOUN
ajst-26214	8	69	of	of	ADP
ajst-26214	8	70	liquor	liquor	NOUN
ajst-26214	9	1	[	[	X
ajst-26214	9	2	1,2	1,2	NUM
ajst-26214	9	3	]	]	PUNCT
ajst-26214	9	4	.	.	PUNCT
ajst-26214	10	1	according	accord	VERB
ajst-26214	10	2	to	to	ADP
ajst-26214	10	3	the	the	DET
ajst-26214	10	4	different	different	ADJ
ajst-26214	10	5	microcomponents	microcomponent	NOUN
ajst-26214	10	6	in	in	ADP
ajst-26214	10	7	the	the	DET
ajst-26214	10	8	main	main	ADJ
ajst-26214	10	9	body	body	NOUN
ajst-26214	10	10	of	of	ADP
ajst-26214	10	11	liquor	liquor	NOUN
ajst-26214	10	12	,	,	PUNCT
ajst-26214	10	13	liquor	liquor	NOUN
ajst-26214	10	14	can	can	AUX
ajst-26214	10	15	be	be	AUX
ajst-26214	10	16	divided	divide	VERB
ajst-26214	10	17	into	into	ADP
ajst-26214	10	18	twelve	twelve	NUM
ajst-26214	10	19	types	type	NOUN
ajst-26214	10	20	of	of	ADP
ajst-26214	10	21	aroma	aroma	NOUN
ajst-26214	10	22	,	,	PUNCT
ajst-26214	10	23	such	such	ADJ
ajst-26214	10	24	as	as	ADP
ajst-26214	10	25	strong	strong	ADJ
ajst-26214	10	26	aroma	aroma	NOUN
ajst-26214	10	27	,	,	PUNCT
ajst-26214	10	28	soy	soy	NOUN
ajst-26214	10	29	sauce	sauce	NOUN
ajst-26214	10	30	aroma	aroma	NOUN
ajst-26214	10	31	,	,	PUNCT
ajst-26214	10	32	clear	clear	ADJ
ajst-26214	10	33	aroma	aroma	NOUN
ajst-26214	10	34	,	,	PUNCT
ajst-26214	10	35	rice	rice	NOUN
ajst-26214	10	36	aroma	aroma	NOUN
ajst-26214	10	37	,	,	PUNCT
ajst-26214	10	38	etc	etc	X
ajst-26214	10	39	.	.	X
ajst-26214	10	40	strong	strong	ADJ
ajst-26214	10	41	aroma	aroma	NOUN
ajst-26214	10	42	liquor	liquor	NOUN
ajst-26214	10	43	is	be	AUX
ajst-26214	10	44	representative	representative	ADJ
ajst-26214	10	45	of	of	ADP
ajst-26214	10	46	one	one	NUM
ajst-26214	10	47	of	of	ADP
ajst-26214	10	48	the	the	DET
ajst-26214	10	49	four	four	NUM
ajst-26214	10	50	basic	basic	ADJ
ajst-26214	10	51	aroma	aroma	NOUN
ajst-26214	10	52	,	,	PUNCT
ajst-26214	10	53	which	which	PRON
ajst-26214	10	54	is	be	AUX
ajst-26214	10	55	based	base	VERB
ajst-26214	10	56	on	on	ADP
ajst-26214	10	57	ethyl	ethyl	PROPN
ajst-26214	10	58	caproate	caproate	NOUN
ajst-26214	10	59	as	as	ADP
ajst-26214	10	60	the	the	DET
ajst-26214	10	61	main	main	ADJ
ajst-26214	10	62	aroma	aroma	NOUN
ajst-26214	10	63	substance	substance	NOUN
ajst-26214	10	64	,	,	PUNCT
ajst-26214	10	65	with	with	ADP
ajst-26214	10	66	colorless	colorless	ADJ
ajst-26214	10	67	and	and	CCONJ
ajst-26214	10	68	transparent	transparent	ADJ
ajst-26214	10	69	,	,	PUNCT
ajst-26214	10	70	cellar	cellar	ADJ
ajst-26214	10	71	aroma	aroma	NOUN
ajst-26214	10	72	,	,	PUNCT
ajst-26214	10	73	aroma	aroma	NOUN
ajst-26214	10	74	and	and	CCONJ
ajst-26214	10	75	coordination	coordination	NOUN
ajst-26214	10	76	,	,	PUNCT
ajst-26214	10	77	and	and	CCONJ
ajst-26214	10	78	the	the	DET
ajst-26214	10	79	end	end	NOUN
ajst-26214	10	80	of	of	ADP
ajst-26214	10	81	the	the	DET
ajst-26214	10	82	net	net	NOUN
ajst-26214	10	83	refreshing	refreshing	NOUN
ajst-26214	10	84	and	and	CCONJ
ajst-26214	10	85	so	so	ADV
ajst-26214	10	86	on	on	ADP
ajst-26214	10	87	[	[	PUNCT
ajst-26214	10	88	3,4	3,4	NUM
ajst-26214	10	89	]	]	PUNCT
ajst-26214	10	90	.	.	PUNCT
ajst-26214	11	1	as	as	ADP
ajst-26214	11	2	an	an	DET
ajst-26214	11	3	intermediate	intermediate	ADJ
ajst-26214	11	4	product	product	NOUN
ajst-26214	11	5	from	from	ADP
ajst-26214	11	6	grain	grain	NOUN
ajst-26214	11	7	to	to	ADP
ajst-26214	11	8	finished	finished	ADJ
ajst-26214	11	9	wine	wine	NOUN
ajst-26214	11	10	,	,	PUNCT
ajst-26214	11	11	the	the	DET
ajst-26214	11	12	accurate	accurate	ADJ
ajst-26214	11	13	classification	classification	NOUN
ajst-26214	11	14	of	of	ADP
ajst-26214	11	15	raw	raw	ADJ
ajst-26214	11	16	wine	wine	NOUN
ajst-26214	11	17	has	have	VERB
ajst-26214	11	18	a	a	DET
ajst-26214	11	19	significant	significant	ADJ
ajst-26214	11	20	impact	impact	NOUN
ajst-26214	11	21	on	on	ADP
ajst-26214	11	22	the	the	DET
ajst-26214	11	23	quality	quality	NOUN
ajst-26214	11	24	of	of	ADP
ajst-26214	11	25	graded	grade	VERB
ajst-26214	11	26	storage	storage	NOUN
ajst-26214	11	27	and	and	CCONJ
ajst-26214	11	28	final	final	ADJ
ajst-26214	11	29	finished	finish	VERB
ajst-26214	11	30	wine	wine	NOUN
ajst-26214	11	31	[	[	X
ajst-26214	11	32	5	5	NUM
ajst-26214	11	33	]	]	PUNCT
ajst-26214	11	34	.	.	PUNCT
ajst-26214	12	1	in	in	ADP
ajst-26214	12	2	recent	recent	ADJ
ajst-26214	12	3	years	year	NOUN
ajst-26214	12	4	,	,	PUNCT
ajst-26214	12	5	fingerprint	fingerprint	NOUN
ajst-26214	12	6	technology	technology	NOUN
ajst-26214	12	7	has	have	AUX
ajst-26214	12	8	been	be	AUX
ajst-26214	12	9	widely	widely	ADV
ajst-26214	12	10	used	use	VERB
ajst-26214	12	11	in	in	ADP
ajst-26214	12	12	the	the	DET
ajst-26214	12	13	field	field	NOUN
ajst-26214	12	14	of	of	ADP
ajst-26214	12	15	food	food	NOUN
ajst-26214	12	16	quality	quality	NOUN
ajst-26214	12	17	and	and	CCONJ
ajst-26214	12	18	safety	safety	NOUN
ajst-26214	12	19	,	,	PUNCT
ajst-26214	12	20	and	and	CCONJ
ajst-26214	12	21	the	the	DET
ajst-26214	12	22	fingerprint	fingerprint	NOUN
ajst-26214	12	23	obtained	obtain	VERB
ajst-26214	12	24	by	by	ADP
ajst-26214	12	25	spectral	spectral	ADJ
ajst-26214	12	26	or	or	CCONJ
ajst-26214	12	27	chromatographic	chromatographic	ADJ
ajst-26214	12	28	instruments	instrument	NOUN
ajst-26214	12	29	can	can	AUX
ajst-26214	12	30	reflect	reflect	VERB
ajst-26214	12	31	the	the	DET
ajst-26214	12	32	internal	internal	ADJ
ajst-26214	12	33	changes	change	NOUN
ajst-26214	12	34	of	of	ADP
ajst-26214	12	35	liquor	liquor	NOUN
ajst-26214	12	36	[	[	X
ajst-26214	12	37	6].gas	6].gas	ADJ
ajst-26214	12	38	chromatographymassspectrometry	chromatographymassspectrometry	NOUN
ajst-26214	12	39	(	(	PUNCT
ajst-26214	12	40	gc	gc	PROPN
ajst-26214	12	41	-	-	PUNCT
ajst-26214	12	42	ms	ms	NOUN
ajst-26214	12	43	)	)	PUNCT
ajst-26214	12	44	is	be	AUX
ajst-26214	12	45	an	an	DET
ajst-26214	12	46	online	online	ADJ
ajst-26214	12	47	technology	technology	NOUN
ajst-26214	12	48	that	that	PRON
ajst-26214	12	49	combines	combine	VERB
ajst-26214	12	50	gaschromatograph	gaschromatograph	NOUN
ajst-26214	12	51	with	with	ADP
ajst-26214	12	52	qualitative	qualitative	ADJ
ajst-26214	12	53	mass	mass	NOUN
ajst-26214	12	54	spectrometer	spectrometer	NOUN
ajst-26214	12	55	with	with	ADP
ajst-26214	12	56	separation	separation	NOUN
ajst-26214	12	57	capability	capability	NOUN
ajst-26214	12	58	.	.	PUNCT
ajst-26214	13	1	the	the	DET
ajst-26214	13	2	chromatographic	chromatographic	ADJ
ajst-26214	13	3	and	and	CCONJ
ajst-26214	13	4	mass	mass	ADJ
ajst-26214	13	5	spectrometry	spectrometry	NOUN
ajst-26214	13	6	data	datum	NOUN
ajst-26214	13	7	of	of	ADP
ajst-26214	13	8	the	the	DET
ajst-26214	13	9	sample	sample	NOUN
ajst-26214	13	10	to	to	PART
ajst-26214	13	11	be	be	AUX
ajst-26214	13	12	tested	test	VERB
ajst-26214	13	13	can	can	AUX
ajst-26214	13	14	be	be	AUX
ajst-26214	13	15	obtained	obtain	VERB
ajst-26214	13	16	in	in	ADP
ajst-26214	13	17	a	a	DET
ajst-26214	13	18	relatively	relatively	ADV
ajst-26214	13	19	short	short	ADJ
ajst-26214	13	20	time	time	NOUN
ajst-26214	13	21	for	for	ADP
ajst-26214	13	22	qualitative	qualitative	ADJ
ajst-26214	13	23	and	and	CCONJ
ajst-26214	13	24	quantitative	quantitative	ADJ
ajst-26214	13	25	analysis	analysis	NOUN
ajst-26214	13	26	of	of	ADP
ajst-26214	13	27	the	the	DET
ajst-26214	13	28	multi	multi	ADJ
ajst-26214	13	29	-	-	ADJ
ajst-26214	13	30	component	component	ADJ
ajst-26214	13	31	mixture	mixture	NOUN
ajst-26214	13	32	,	,	PUNCT
ajst-26214	13	33	which	which	PRON
ajst-26214	13	34	has	have	VERB
ajst-26214	13	35	the	the	DET
ajst-26214	13	36	advantages	advantage	NOUN
ajst-26214	13	37	of	of	ADP
ajst-26214	13	38	low	low	ADJ
ajst-26214	13	39	detection	detection	NOUN
ajst-26214	13	40	limit	limit	NOUN
ajst-26214	13	41	,	,	PUNCT
ajst-26214	13	42	high	high	ADJ
ajst-26214	13	43	sensitivity	sensitivity	NOUN
ajst-26214	13	44	,	,	PUNCT
ajst-26214	13	45	strong	strong	ADJ
ajst-26214	13	46	stability	stability	NOUN
ajst-26214	13	47	and	and	CCONJ
ajst-26214	13	48	good	good	ADJ
ajst-26214	13	49	separation	separation	NOUN
ajst-26214	14	1	[	[	X
ajst-26214	14	2	7,8].liu	7,8].liu	NUM
ajst-26214	14	3	qingru	qingru	NOUN
ajst-26214	14	4	et	et	NOUN
ajst-26214	14	5	al.[9]obtained	al.[9]obtaine	VERB
ajst-26214	14	6	the	the	DET
ajst-26214	14	7	fingerprint	fingerprint	NOUN
ajst-26214	14	8	of	of	ADP
ajst-26214	14	9	volatile	volatile	ADJ
ajst-26214	14	10	components	component	NOUN
ajst-26214	14	11	of	of	ADP
ajst-26214	14	12	base	base	ADJ
ajst-26214	14	13	wine	wine	NOUN
ajst-26214	14	14	by	by	ADP
ajst-26214	14	15	gc	gc	PROPN
ajst-26214	14	16	-	-	PUNCT
ajst-26214	14	17	ms	ms	PROPN
ajst-26214	14	18	,	,	PUNCT
ajst-26214	14	19	and	and	CCONJ
ajst-26214	14	20	combined	combine	VERB
ajst-26214	14	21	with	with	ADP
ajst-26214	14	22	the	the	DET
ajst-26214	14	23	extreme	extreme	ADJ
ajst-26214	14	24	gradient	gradient	NOUN
ajst-26214	14	25	lifting	lifting	NOUN
ajst-26214	14	26	algorithm	algorithm	NOUN
ajst-26214	14	27	,	,	PUNCT
ajst-26214	14	28	established	establish	VERB
ajst-26214	14	29	a	a	DET
ajst-26214	14	30	regression	regression	NOUN
ajst-26214	14	31	model	model	NOUN
ajst-26214	14	32	to	to	PART
ajst-26214	14	33	realize	realize	VERB
ajst-26214	14	34	the	the	DET
ajst-26214	14	35	identification	identification	NOUN
ajst-26214	14	36	of	of	ADP
ajst-26214	14	37	storage	storage	NOUN
ajst-26214	14	38	time	time	NOUN
ajst-26214	14	39	of	of	ADP
ajst-26214	14	40	base	base	NOUN
ajst-26214	14	41	wine.qian	wine.qian	PROPN
ajst-26214	14	42	yu	yu	PROPN
ajst-26214	14	43	et	et	PROPN
ajst-26214	14	44	al	al	PROPN
ajst-26214	14	45	.	.	PUNCT
ajst-26214	15	1	[	[	X
ajst-26214	15	2	10	10	NUM
ajst-26214	15	3	]	]	PUNCT
ajst-26214	15	4	realized	realize	VERB
ajst-26214	15	5	effective	effective	ADJ
ajst-26214	15	6	differentiation	differentiation	NOUN
ajst-26214	15	7	of	of	ADP
ajst-26214	15	8	luzhou	luzhou	ADJ
ajst-26214	15	9	-	-	PUNCT
ajst-26214	15	10	flavor	flavor	NOUN
ajst-26214	15	11	liquor	liquor	NOUN
ajst-26214	15	12	of	of	ADP
ajst-26214	15	13	different	different	ADJ
ajst-26214	15	14	brands	brand	NOUN
ajst-26214	15	15	by	by	ADP
ajst-26214	15	16	using	use	VERB
ajst-26214	15	17	gc	gc	PROPN
ajst-26214	15	18	-	-	PUNCT
ajst-26214	15	19	ms	ms	PROPN
ajst-26214	15	20	fingerprint	fingerprint	NOUN
ajst-26214	15	21	of	of	ADP
ajst-26214	15	22	volatile	volatile	ADJ
ajst-26214	15	23	components	component	NOUN
ajst-26214	15	24	of	of	ADP
ajst-26214	15	25	liquor	liquor	NOUN
ajst-26214	15	26	combined	combine	VERB
ajst-26214	15	27	with	with	ADP
ajst-26214	15	28	chemometrics.zhu	chemometrics.zhu	X
ajst-26214	15	29	kaixian	kaixian	PROPN
ajst-26214	15	30	et	et	PROPN
ajst-26214	15	31	al	al	PROPN
ajst-26214	15	32	.	.	PUNCT
ajst-26214	16	1	[	[	X
ajst-26214	16	2	11	11	NUM
ajst-26214	16	3	]	]	PUNCT
ajst-26214	16	4	combined	combine	VERB
ajst-26214	16	5	with	with	ADP
ajst-26214	16	6	chemometrics	chemometric	NOUN
ajst-26214	16	7	to	to	PART
ajst-26214	16	8	process	process	VERB
ajst-26214	16	9	the	the	DET
ajst-26214	16	10	gc	gc	PROPN
ajst-26214	16	11	-	-	PUNCT
ajst-26214	16	12	ms	ms	PROPN
ajst-26214	16	13	spectrum	spectrum	NOUN
ajst-26214	16	14	data	datum	NOUN
ajst-26214	16	15	and	and	CCONJ
ajst-26214	16	16	analyze	analyze	VERB
ajst-26214	16	17	the	the	DET
ajst-26214	16	18	volatile	volatile	ADJ
ajst-26214	16	19	components	component	NOUN
ajst-26214	16	20	of	of	ADP
ajst-26214	16	21	five	five	NUM
ajst-26214	16	22	flavored	flavor	VERB
ajst-26214	16	23	baijiu	baijiu	NOUN
ajst-26214	16	24	to	to	PART
ajst-26214	16	25	achieve	achieve	VERB
ajst-26214	16	26	accurate	accurate	ADJ
ajst-26214	16	27	classification	classification	NOUN
ajst-26214	16	28	of	of	ADP
ajst-26214	16	29	different	different	ADJ
ajst-26214	16	30	flavored	flavor	VERB
ajst-26214	16	31	baijiu.fan	baijiu.fan	X
ajst-26214	16	32	shanshan	shanshan	PROPN
ajst-26214	16	33	et	et	PROPN
ajst-26214	16	34	al	al	PROPN
ajst-26214	16	35	.	.	PUNCT
ajst-26214	17	1	[	[	X
ajst-26214	17	2	12	12	NUM
ajst-26214	17	3	]	]	PUNCT
ajst-26214	17	4	applied	apply	VERB
ajst-26214	17	5	gcms	gcms	NOUN
ajst-26214	17	6	spectrum	spectrum	NOUN
ajst-26214	17	7	technology	technology	NOUN
ajst-26214	17	8	to	to	ADP
ajst-26214	17	9	the	the	DET
ajst-26214	17	10	identification	identification	NOUN
ajst-26214	17	11	of	of	ADP
ajst-26214	17	12	xiaoqu	xiaoqu	PROPN
ajst-26214	17	13	pure	pure	ADJ
ajst-26214	17	14	flavor	flavor	NOUN
ajst-26214	17	15	raw	raw	ADJ
ajst-26214	17	16	wine	wine	NOUN
ajst-26214	17	17	of	of	ADP
ajst-26214	17	18	different	different	ADJ
ajst-26214	17	19	grades	grade	NOUN
ajst-26214	17	20	,	,	PUNCT
ajst-26214	17	21	and	and	CCONJ
ajst-26214	17	22	established	establish	VERB
ajst-26214	17	23	a	a	DET
ajst-26214	17	24	grade	grade	NOUN
ajst-26214	17	25	discrimination	discrimination	NOUN
ajst-26214	17	26	model	model	NOUN
ajst-26214	17	27	of	of	ADP
ajst-26214	17	28	xiaoqu	xiaoqu	PROPN
ajst-26214	17	29	pure	pure	ADJ
ajst-26214	17	30	flavor	flavor	NOUN
ajst-26214	17	31	raw	raw	ADJ
ajst-26214	17	32	wine	wine	NOUN
ajst-26214	17	33	in	in	ADP
ajst-26214	17	34	combination	combination	NOUN
ajst-26214	17	35	with	with	ADP
ajst-26214	17	36	pl	pl	NOUN
ajst-26214	17	37	-	-	PUNCT
ajst-26214	17	38	da	da	NOUN
ajst-26214	17	39	to	to	PART
ajst-26214	17	40	achieve	achieve	VERB
ajst-26214	17	41	accurate	accurate	ADJ
ajst-26214	17	42	identification	identification	NOUN
ajst-26214	17	43	of	of	ADP
ajst-26214	17	44	raw	raw	ADJ
ajst-26214	17	45	wine	wine	NOUN
ajst-26214	17	46	samples.yanboliu	samples.yanboliu	NUM
ajst-26214	17	47	et	et	NOUN
ajst-26214	17	48	al	al	PROPN
ajst-26214	17	49	.	.	PUNCT
ajst-26214	18	1	[	[	X
ajst-26214	18	2	13	13	NUM
ajst-26214	18	3	]	]	PUNCT
ajst-26214	18	4	used	use	VERB
ajst-26214	18	5	gc	gc	PROPN
ajst-26214	18	6	-	-	PUNCT
ajst-26214	18	7	ms	ms	PROPN
ajst-26214	18	8	to	to	PART
ajst-26214	18	9	detect	detect	VERB
ajst-26214	18	10	volatile	volatile	ADJ
ajst-26214	18	11	components	component	NOUN
ajst-26214	18	12	in	in	ADP
ajst-26214	18	13	wine	wine	NOUN
ajst-26214	18	14	samples	sample	NOUN
ajst-26214	18	15	,	,	PUNCT
ajst-26214	18	16	combined	combine	VERB
ajst-26214	18	17	with	with	ADP
ajst-26214	18	18	fuzzy	fuzzy	ADJ
ajst-26214	18	19	mathematics	mathematic	NOUN
ajst-26214	18	20	and	and	CCONJ
ajst-26214	18	21	principal	principal	ADJ
ajst-26214	18	22	component	component	NOUN
ajst-26214	18	23	analysis	analysis	NOUN
ajst-26214	18	24	to	to	PART
ajst-26214	18	25	establish	establish	VERB
ajst-26214	18	26	a	a	DET
ajst-26214	18	27	comprehensive	comprehensive	ADJ
ajst-26214	18	28	quality	quality	NOUN
ajst-26214	18	29	evaluation	evaluation	NOUN
ajst-26214	18	30	system	system	NOUN
ajst-26214	18	31	for	for	ADP
ajst-26214	18	32	luzhou	luzhou	ADJ
ajst-26214	18	33	-	-	PUNCT
ajst-26214	18	34	flavor	flavor	NOUN
ajst-26214	18	35	liquor.it	liquor.it	PRON
ajst-26214	18	36	can	can	AUX
ajst-26214	18	37	be	be	AUX
ajst-26214	18	38	seen	see	VERB
ajst-26214	18	39	that	that	SCONJ
ajst-26214	18	40	the	the	DET
ajst-26214	18	41	application	application	NOUN
ajst-26214	18	42	of	of	ADP
ajst-26214	18	43	gc	gc	PROPN
ajst-26214	18	44	-	-	PUNCT
ajst-26214	18	45	ms	ms	PROPN
ajst-26214	18	46	spectrum	spectrum	NOUN
ajst-26214	18	47	technology	technology	NOUN
ajst-26214	18	48	in	in	ADP
ajst-26214	18	49	the	the	DET
ajst-26214	18	50	classification	classification	NOUN
ajst-26214	18	51	and	and	CCONJ
ajst-26214	18	52	recognition	recognition	NOUN
ajst-26214	18	53	of	of	ADP
ajst-26214	18	54	liquor	liquor	NOUN
ajst-26214	18	55	can	can	AUX
ajst-26214	18	56	achieve	achieve	VERB
ajst-26214	18	57	the	the	DET
ajst-26214	18	58	purpose	purpose	NOUN
ajst-26214	18	59	of	of	ADP
ajst-26214	18	60	accurate	accurate	ADJ
ajst-26214	18	61	detection	detection	NOUN
ajst-26214	18	62	and	and	CCONJ
ajst-26214	18	63	analysis	analysis	NOUN
ajst-26214	18	64	of	of	ADP
ajst-26214	18	65	liquor	liquor	NOUN
ajst-26214	18	66	.	.	PUNCT
ajst-26214	19	1	raw	raw	ADJ
ajst-26214	19	2	wine	wine	NOUN
ajst-26214	19	3	is	be	AUX
ajst-26214	19	4	a	a	DET
ajst-26214	19	5	complex	complex	ADJ
ajst-26214	19	6	multi	multi	ADJ
ajst-26214	19	7	-	-	ADJ
ajst-26214	19	8	component	component	ADJ
ajst-26214	19	9	system	system	NOUN
ajst-26214	19	10	,	,	PUNCT
ajst-26214	19	11	and	and	CCONJ
ajst-26214	19	12	changes	change	NOUN
ajst-26214	19	13	in	in	ADP
ajst-26214	19	14	the	the	DET
ajst-26214	19	15	content	content	NOUN
ajst-26214	19	16	of	of	ADP
ajst-26214	19	17	some	some	DET
ajst-26214	19	18	trace	trace	NOUN
ajst-26214	19	19	components	component	NOUN
ajst-26214	19	20	have	have	VERB
ajst-26214	19	21	little	little	ADJ
ajst-26214	19	22	or	or	CCONJ
ajst-26214	19	23	no	no	PRON
ajst-26214	19	24	impact	impact	NOUN
ajst-26214	19	25	on	on	ADP
ajst-26214	19	26	the	the	DET
ajst-26214	19	27	quality	quality	NOUN
ajst-26214	19	28	of	of	ADP
ajst-26214	19	29	raw	raw	ADJ
ajst-26214	19	30	wine	wine	NOUN
ajst-26214	19	31	.	.	PUNCT
ajst-26214	20	1	therefore	therefore	ADV
ajst-26214	20	2	,	,	PUNCT
ajst-26214	20	3	the	the	DET
ajst-26214	20	4	gcms	gcms	NOUN
ajst-26214	20	5	atlas	atlas	PROPN
ajst-26214	20	6	data	data	PROPN
ajst-26214	20	7	of	of	ADP
ajst-26214	20	8	raw	raw	ADJ
ajst-26214	20	9	wine	wine	NOUN
ajst-26214	20	10	contains	contain	VERB
ajst-26214	20	11	a	a	DET
ajst-26214	20	12	large	large	ADJ
ajst-26214	20	13	number	number	NOUN
ajst-26214	20	14	of	of	ADP
ajst-26214	20	15	redundant	redundant	ADJ
ajst-26214	20	16	characteristic	characteristic	ADJ
ajst-26214	20	17	compounds	compound	NOUN
ajst-26214	20	18	,	,	PUNCT
ajst-26214	20	19	which	which	PRON
ajst-26214	20	20	will	will	AUX
ajst-26214	20	21	introduce	introduce	VERB
ajst-26214	20	22	errors	error	NOUN
ajst-26214	20	23	in	in	ADP
ajst-26214	20	24	the	the	DET
ajst-26214	20	25	modeling	modeling	NOUN
ajst-26214	20	26	process	process	NOUN
ajst-26214	20	27	,	,	PUNCT
ajst-26214	20	28	thus	thus	ADV
ajst-26214	20	29	affecting	affect	VERB
ajst-26214	20	30	the	the	DET
ajst-26214	20	31	accuracy	accuracy	NOUN
ajst-26214	20	32	of	of	ADP
ajst-26214	20	33	the	the	DET
ajst-26214	20	34	model	model	NOUN
ajst-26214	20	35	.	.	PUNCT
ajst-26214	21	1	the	the	DET
ajst-26214	21	2	dimensionality	dimensionality	NOUN
ajst-26214	21	3	reduction	reduction	NOUN
ajst-26214	21	4	of	of	ADP
ajst-26214	21	5	data	datum	NOUN
ajst-26214	21	6	can	can	AUX
ajst-26214	21	7	filter	filter	VERB
ajst-26214	21	8	out	out	ADP
ajst-26214	21	9	the	the	DET
ajst-26214	21	10	irrelevant	irrelevant	ADJ
ajst-26214	21	11	features	feature	NOUN
ajst-26214	21	12	in	in	ADP
ajst-26214	21	13	the	the	DET
ajst-26214	21	14	data	datum	NOUN
ajst-26214	21	15	and	and	CCONJ
ajst-26214	21	16	reduce	reduce	VERB
ajst-26214	21	17	the	the	DET
ajst-26214	21	18	complexity	complexity	NOUN
ajst-26214	21	19	of	of	ADP
ajst-26214	21	20	the	the	DET
ajst-26214	21	21	data.reduce	data.reduce	NOUN
ajst-26214	21	22	the	the	DET
ajst-26214	21	23	errors	error	NOUN
ajst-26214	21	24	caused	cause	VERB
ajst-26214	21	25	by	by	ADP
ajst-26214	21	26	redundant	redundant	ADJ
ajst-26214	21	27	information	information	NOUN
ajst-26214	21	28	and	and	CCONJ
ajst-26214	21	29	improve	improve	VERB
ajst-26214	21	30	the	the	DET
ajst-26214	21	31	prediction	prediction	NOUN
ajst-26214	21	32	accuracy	accuracy	NOUN
ajst-26214	22	1	[	[	X
ajst-26214	22	2	14,15].at	14,15].at	NUM
ajst-26214	22	3	present	present	ADJ
ajst-26214	22	4	,	,	PUNCT
ajst-26214	22	5	the	the	DET
ajst-26214	22	6	single	single	ADJ
ajst-26214	22	7	feature	feature	NOUN
ajst-26214	22	8	extraction	extraction	NOUN
ajst-26214	22	9	method	method	NOUN
ajst-26214	22	10	is	be	AUX
ajst-26214	22	11	used	use	VERB
ajst-26214	22	12	to	to	PART
ajst-26214	22	13	reduce	reduce	VERB
ajst-26214	22	14	the	the	DET
ajst-26214	22	15	dimensionality	dimensionality	NOUN
ajst-26214	22	16	of	of	ADP
ajst-26214	22	17	gc	gc	PROPN
ajst-26214	22	18	-	-	PROPN
ajst-26214	22	19	ms	ms	PROPN
ajst-26214	22	20	atlas	atlas	PROPN
ajst-26214	22	21	data	data	PROPN
ajst-26214	22	22	,	,	PUNCT
ajst-26214	22	23	and	and	CCONJ
ajst-26214	22	24	it	it	PRON
ajst-26214	22	25	is	be	AUX
ajst-26214	22	26	difficult	difficult	ADJ
ajst-26214	22	27	to	to	SCONJ
ajst-26214	22	28	183	183	NUM
ajst-26214	22	29	combine	combine	VERB
ajst-26214	22	30	the	the	DET
ajst-26214	22	31	advantages	advantage	NOUN
ajst-26214	22	32	of	of	ADP
ajst-26214	22	33	different	different	ADJ
ajst-26214	22	34	methods	method	NOUN
ajst-26214	22	35	to	to	PART
ajst-26214	22	36	extract	extract	VERB
ajst-26214	22	37	the	the	DET
ajst-26214	22	38	essential	essential	ADJ
ajst-26214	22	39	structure	structure	NOUN
ajst-26214	22	40	of	of	ADP
ajst-26214	22	41	the	the	DET
ajst-26214	22	42	data	datum	NOUN
ajst-26214	22	43	.	.	PUNCT
ajst-26214	23	1	therefore	therefore	ADV
ajst-26214	23	2	,	,	PUNCT
ajst-26214	23	3	in	in	ADP
ajst-26214	23	4	order	order	NOUN
ajst-26214	23	5	to	to	PART
ajst-26214	23	6	improve	improve	VERB
ajst-26214	23	7	the	the	DET
ajst-26214	23	8	accuracy	accuracy	NOUN
ajst-26214	23	9	of	of	ADP
ajst-26214	23	10	model	model	NOUN
ajst-26214	23	11	discrimination	discrimination	NOUN
ajst-26214	23	12	,	,	PUNCT
ajst-26214	23	13	spearman	spearman	NOUN
ajst-26214	23	14	grade	grade	NOUN
ajst-26214	23	15	correlation	correlation	NOUN
ajst-26214	23	16	coefficient	coefficient	NOUN
ajst-26214	23	17	(	(	PUNCT
ajst-26214	23	18	spearman	spearman	NOUN
ajst-26214	23	19	)	)	PUNCT
ajst-26214	23	20	was	be	AUX
ajst-26214	23	21	first	first	ADV
ajst-26214	23	22	used	use	VERB
ajst-26214	23	23	for	for	ADP
ajst-26214	23	24	feature	feature	NOUN
ajst-26214	23	25	screening	screen	VERB
ajst-26214	23	26	to	to	PART
ajst-26214	23	27	filter	filter	VERB
ajst-26214	23	28	out	out	ADP
ajst-26214	23	29	redundant	redundant	ADJ
ajst-26214	23	30	feature	feature	NOUN
ajst-26214	23	31	compounds	compound	NOUN
ajst-26214	23	32	.	.	PUNCT
ajst-26214	24	1	then	then	ADV
ajst-26214	24	2	using	use	VERB
ajst-26214	24	3	principal	principal	ADJ
ajst-26214	24	4	component	component	NOUN
ajst-26214	24	5	analysis	analysis	NOUN
ajst-26214	24	6	(	(	PUNCT
ajst-26214	24	7	principalcomponentanalysis	principalcomponentanalysis	NOUN
ajst-26214	24	8	,	,	PUNCT
ajst-26214	24	9	pca	pca	PROPN
ajst-26214	24	10	)	)	PUNCT
ajst-26214	24	11	and	and	CCONJ
ajst-26214	24	12	kernel	kernel	PROPN
ajst-26214	24	13	principal	principal	PROPN
ajst-26214	24	14	component	component	NOUN
ajst-26214	24	15	analysis	analysis	NOUN
ajst-26214	24	16	(	(	PUNCT
ajst-26214	24	17	kernelprincipalcomponentanalysis	kernelprincipalcomponentanalysis	NOUN
ajst-26214	24	18	,	,	PUNCT
ajst-26214	24	19	kpca	kpca	PROPN
ajst-26214	24	20	)	)	PUNCT
ajst-26214	24	21	for	for	ADP
ajst-26214	24	22	feature	feature	NOUN
ajst-26214	24	23	extraction	extraction	NOUN
ajst-26214	24	24	,	,	PUNCT
ajst-26214	24	25	finally	finally	ADV
ajst-26214	24	26	combining	combine	VERB
ajst-26214	24	27	support	support	NOUN
ajst-26214	24	28	vector	vector	NOUN
ajst-26214	24	29	machines	machine	NOUN
ajst-26214	24	30	(	(	PUNCT
ajst-26214	24	31	supportvectormachine	supportvectormachine	NOUN
ajst-26214	24	32	,	,	PUNCT
ajst-26214	24	33	svm	svm	PROPN
ajst-26214	24	34	)	)	PUNCT
ajst-26214	24	35	,	,	PUNCT
ajst-26214	24	36	maximum	maximum	ADJ
ajst-26214	24	37	gradient	gradient	NOUN
ajst-26214	24	38	increase	increase	NOUN
ajst-26214	24	39	tree	tree	NOUN
ajst-26214	24	40	(	(	PUNCT
ajst-26214	24	41	extremegradientboostingtree	extremegradientboostingtree	NOUN
ajst-26214	24	42	,	,	PUNCT
ajst-26214	24	43	xgboost	xgboost	NUM
ajst-26214	24	44	)	)	PUNCT
ajst-26214	24	45	and	and	CCONJ
ajst-26214	24	46	bp	bp	PROPN
ajst-26214	24	47	neural	neural	ADJ
ajst-26214	24	48	network	network	NOUN
ajst-26214	24	49	,	,	PUNCT
ajst-26214	24	50	this	this	DET
ajst-26214	24	51	paper	paper	NOUN
ajst-26214	24	52	compares	compare	VERB
ajst-26214	24	53	and	and	CCONJ
ajst-26214	24	54	analyzes	analyze	VERB
ajst-26214	24	55	three	three	NUM
ajst-26214	24	56	kinds	kind	NOUN
ajst-26214	24	57	of	of	ADP
ajst-26214	24	58	machine	machine	NOUN
ajst-26214	24	59	learning	learning	PROPN
ajst-26214	24	60	modela	modela	PROPN
ajst-26214	24	61	spearmankpca	spearmankpca	PROPN
ajst-26214	24	62	-	-	PUNCT
ajst-26214	24	63	bp	bp	PROPN
ajst-26214	24	64	neural	neural	ADJ
ajst-26214	24	65	network	network	NOUN
ajst-26214	24	66	method	method	NOUN
ajst-26214	24	67	for	for	ADP
ajst-26214	24	68	grade	grade	NOUN
ajst-26214	24	69	identification	identification	NOUN
ajst-26214	24	70	of	of	ADP
ajst-26214	24	71	luzhou	luzhou	ADJ
ajst-26214	24	72	-	-	PUNCT
ajst-26214	24	73	flavor	flavor	NOUN
ajst-26214	24	74	raw	raw	ADJ
ajst-26214	24	75	wine	wine	NOUN
ajst-26214	24	76	was	be	AUX
ajst-26214	24	77	proposed	propose	VERB
ajst-26214	24	78	,	,	PUNCT
ajst-26214	24	79	which	which	PRON
ajst-26214	24	80	provided	provide	VERB
ajst-26214	24	81	a	a	DET
ajst-26214	24	82	new	new	ADJ
ajst-26214	24	83	method	method	NOUN
ajst-26214	24	84	for	for	ADP
ajst-26214	24	85	grade	grade	NOUN
ajst-26214	24	86	identification	identification	NOUN
ajst-26214	24	87	and	and	CCONJ
ajst-26214	24	88	quality	quality	NOUN
ajst-26214	24	89	control	control	NOUN
ajst-26214	24	90	of	of	ADP
ajst-26214	24	91	luzhou	luzhou	ADJ
ajst-26214	24	92	-	-	PUNCT
ajst-26214	24	93	flavor	flavor	NOUN
ajst-26214	24	94	raw	raw	ADJ
ajst-26214	24	95	wine	wine	NOUN
ajst-26214	24	96	.	.	PUNCT
ajst-26214	25	1	2	2	X
ajst-26214	25	2	.	.	X
ajst-26214	25	3	materials	material	NOUN
ajst-26214	25	4	and	and	CCONJ
ajst-26214	25	5	methods	method	NOUN
ajst-26214	25	6	2.1	2.1	NUM
ajst-26214	25	7	.	.	PUNCT
ajst-26214	26	1	materials	material	NOUN
ajst-26214	26	2	and	and	CCONJ
ajst-26214	26	3	reagents	reagent	NOUN
ajst-26214	26	4	2.1.1	2.1.1	NUM
ajst-26214	26	5	.	.	PUNCT
ajst-26214	27	1	liquor	liquor	NOUN
ajst-26214	27	2	samples	sample	VERB
ajst-26214	27	3	the	the	DET
ajst-26214	27	4	samples	sample	NOUN
ajst-26214	27	5	for	for	ADP
ajst-26214	27	6	this	this	DET
ajst-26214	27	7	experiment	experiment	NOUN
ajst-26214	27	8	were	be	AUX
ajst-26214	27	9	selected	select	VERB
ajst-26214	27	10	from	from	ADP
ajst-26214	27	11	a	a	DET
ajst-26214	27	12	series	series	NOUN
ajst-26214	27	13	of	of	ADP
ajst-26214	27	14	strong	strong	ADJ
ajst-26214	27	15	-	-	PUNCT
ajst-26214	27	16	flavored	flavor	VERB
ajst-26214	27	17	white	white	ADJ
ajst-26214	27	18	wines	wine	NOUN
ajst-26214	27	19	of	of	ADP
ajst-26214	27	20	a	a	DET
ajst-26214	27	21	wine	wine	NOUN
ajst-26214	27	22	industry	industry	NOUN
ajst-26214	27	23	in	in	ADP
ajst-26214	27	24	sichuan	sichuan	PROPN
ajst-26214	27	25	,	,	PUNCT
ajst-26214	27	26	and	and	CCONJ
ajst-26214	27	27	the	the	DET
ajst-26214	27	28	collection	collection	NOUN
ajst-26214	27	29	process	process	NOUN
ajst-26214	27	30	of	of	ADP
ajst-26214	27	31	the	the	DET
ajst-26214	27	32	original	original	ADJ
ajst-26214	27	33	wine	wine	NOUN
ajst-26214	27	34	samples	sample	NOUN
ajst-26214	27	35	was	be	AUX
ajst-26214	27	36	completed	complete	VERB
ajst-26214	27	37	by	by	ADP
ajst-26214	27	38	wine	wine	NOUN
ajst-26214	27	39	pickers	picker	NOUN
ajst-26214	27	40	with	with	ADP
ajst-26214	27	41	more	more	ADJ
ajst-26214	27	42	than	than	ADP
ajst-26214	27	43	10	10	NUM
ajst-26214	27	44	years	year	NOUN
ajst-26214	27	45	of	of	ADP
ajst-26214	27	46	experience	experience	NOUN
ajst-26214	27	47	in	in	ADP
ajst-26214	27	48	picking	pick	VERB
ajst-26214	27	49	wines	wine	NOUN
ajst-26214	27	50	,	,	PUNCT
ajst-26214	27	51	and	and	CCONJ
ajst-26214	27	52	after	after	ADP
ajst-26214	27	53	the	the	DET
ajst-26214	27	54	completion	completion	NOUN
ajst-26214	27	55	of	of	ADP
ajst-26214	27	56	the	the	DET
ajst-26214	27	57	sample	sample	NOUN
ajst-26214	27	58	collection	collection	NOUN
ajst-26214	27	59	,	,	PUNCT
ajst-26214	27	60	the	the	DET
ajst-26214	27	61	tasting	taste	VERB
ajst-26214	27	62	panel	panel	NOUN
ajst-26214	27	63	of	of	ADP
ajst-26214	27	64	the	the	DET
ajst-26214	27	65	wine	wine	NOUN
ajst-26214	27	66	enterprise	enterprise	NOUN
ajst-26214	27	67	(	(	PUNCT
ajst-26214	27	68	five	five	NUM
ajst-26214	27	69	professional	professional	ADJ
ajst-26214	27	70	sommeliers	sommelier	NOUN
ajst-26214	27	71	)	)	PUNCT
ajst-26214	27	72	carried	carry	VERB
ajst-26214	27	73	out	out	ADP
ajst-26214	27	74	the	the	DET
ajst-26214	27	75	grading	grading	NOUN
ajst-26214	27	76	of	of	ADP
ajst-26214	27	77	the	the	DET
ajst-26214	27	78	original	original	ADJ
ajst-26214	27	79	wines	wine	NOUN
ajst-26214	27	80	,	,	PUNCT
ajst-26214	27	81	and	and	CCONJ
ajst-26214	27	82	the	the	DET
ajst-26214	27	83	distribution	distribution	NOUN
ajst-26214	27	84	of	of	ADP
ajst-26214	27	85	the	the	DET
ajst-26214	27	86	grades	grade	NOUN
ajst-26214	27	87	of	of	ADP
ajst-26214	27	88	the	the	DET
ajst-26214	27	89	samples	sample	NOUN
ajst-26214	27	90	was	be	AUX
ajst-26214	27	91	as	as	ADP
ajst-26214	27	92	shown	show	VERB
ajst-26214	27	93	in	in	ADP
ajst-26214	27	94	table	table	NOUN
ajst-26214	27	95	1	1	NUM
ajst-26214	27	96	.	.	PUNCT
ajst-26214	27	97	table	table	NOUN
ajst-26214	27	98	1	1	NUM
ajst-26214	27	99	.	.	PUNCT
ajst-26214	27	100	distribution	distribution	NOUN
ajst-26214	27	101	information	information	NOUN
ajst-26214	27	102	of	of	ADP
ajst-26214	27	103	original	original	ADJ
ajst-26214	27	104	wine	wine	NOUN
ajst-26214	27	105	samples	sample	NOUN
ajst-26214	27	106	tab	tab	NOUN
ajst-26214	27	107	grade	grade	NOUN
ajst-26214	27	108	of	of	ADP
ajst-26214	27	109	raw	raw	ADJ
ajst-26214	27	110	liquor	liquor	NOUN
ajst-26214	27	111	sample	sample	NOUN
ajst-26214	27	112	size	size	NOUN
ajst-26214	27	113	peculiarity	peculiarity	NOUN
ajst-26214	27	114	1	1	NUM
ajst-26214	27	115	first	first	ADJ
ajst-26214	27	116	drink	drink	VERB
ajst-26214	27	117	72	72	NUM
ajst-26214	27	118	high	high	ADJ
ajst-26214	27	119	alcohol	alcohol	NOUN
ajst-26214	27	120	,	,	PUNCT
ajst-26214	27	121	aldehydes	aldehyde	NOUN
ajst-26214	27	122	,	,	PUNCT
ajst-26214	27	123	poor	poor	ADJ
ajst-26214	27	124	quality	quality	NOUN
ajst-26214	27	125	2	2	NUM
ajst-26214	27	126	mid	mid	NOUN
ajst-26214	27	127	-	-	ADJ
ajst-26214	27	128	course	course	NOUN
ajst-26214	27	129	wine	wine	NOUN
ajst-26214	27	130	107	107	NUM
ajst-26214	27	131	strong	strong	ADJ
ajst-26214	27	132	aroma	aroma	NOUN
ajst-26214	27	133	,	,	PUNCT
ajst-26214	27	134	outstanding	outstanding	ADJ
ajst-26214	27	135	style	style	NOUN
ajst-26214	27	136	,	,	PUNCT
ajst-26214	27	137	clear	clear	ADJ
ajst-26214	27	138	and	and	CCONJ
ajst-26214	27	139	transparent	transparent	ADJ
ajst-26214	27	140	wine	wine	NOUN
ajst-26214	27	141	3	3	NUM
ajst-26214	27	142	tail	tail	NOUN
ajst-26214	27	143	wine	wine	NOUN
ajst-26214	27	144	77	77	NUM
ajst-26214	27	145	the	the	DET
ajst-26214	27	146	alcohol	alcohol	NOUN
ajst-26214	27	147	content	content	NOUN
ajst-26214	27	148	is	be	AUX
ajst-26214	27	149	low	low	ADJ
ajst-26214	27	150	,	,	PUNCT
ajst-26214	27	151	the	the	DET
ajst-26214	27	152	taste	taste	NOUN
ajst-26214	27	153	is	be	AUX
ajst-26214	27	154	not	not	PART
ajst-26214	27	155	mellow	mellow	ADJ
ajst-26214	27	156	,	,	PUNCT
ajst-26214	27	157	the	the	DET
ajst-26214	27	158	wine	wine	NOUN
ajst-26214	27	159	is	be	AUX
ajst-26214	27	160	cloudy	cloudy	ADJ
ajst-26214	27	161	,	,	PUNCT
ajst-26214	27	162	and	and	CCONJ
ajst-26214	27	163	there	there	PRON
ajst-26214	27	164	is	be	VERB
ajst-26214	27	165	a	a	DET
ajst-26214	27	166	mixed	mixed	ADJ
ajst-26214	27	167	taste	taste	NOUN
ajst-26214	27	168	2.1.2	2.1.2	NUM
ajst-26214	27	169	.	.	PUNCT
ajst-26214	28	1	chemical	chemical	NOUN
ajst-26214	28	2	reagents	reagent	NOUN
ajst-26214	28	3	n	n	CCONJ
ajst-26214	28	4	-	-	PUNCT
ajst-26214	28	5	amyl	amyl	NOUN
ajst-26214	28	6	acetate	acetate	NOUN
ajst-26214	28	7	,	,	PUNCT
ajst-26214	28	8	tert	tert	NOUN
ajst-26214	28	9	-	-	PUNCT
ajst-26214	28	10	amyl	amyl	NOUN
ajst-26214	28	11	alcohol	alcohol	NOUN
ajst-26214	28	12	,	,	PUNCT
ajst-26214	28	13	2	2	NUM
ajst-26214	28	14	-	-	PUNCT
ajst-26214	28	15	ethylbutyric	ethylbutyric	ADJ
ajst-26214	28	16	acid	acid	NOUN
ajst-26214	28	17	(	(	PUNCT
ajst-26214	28	18	all	all	DET
ajst-26214	28	19	chromatographic	chromatographic	ADJ
ajst-26214	28	20	pure	pure	NOUN
ajst-26214	28	21	)	)	PUNCT
ajst-26214	28	22	,	,	PUNCT
ajst-26214	28	23	anhydrous	anhydrous	ADJ
ajst-26214	28	24	ethanol	ethanol	NOUN
ajst-26214	28	25	(	(	PUNCT
ajst-26214	28	26	purity	purity	NOUN
ajst-26214	28	27	99.5	99.5	NUM
ajst-26214	28	28	%	%	NOUN
ajst-26214	28	29	)	)	PUNCT
ajst-26214	28	30	:	:	PUNCT
ajst-26214	29	1	shanghai	shanghai	PROPN
ajst-26214	29	2	maclin	maclin	PROPN
ajst-26214	29	3	biochemical	biochemical	PROPN
ajst-26214	29	4	technology	technology	PROPN
ajst-26214	29	5	co.	co.	PROPN
ajst-26214	29	6	,	,	PUNCT
ajst-26214	29	7	ltd.methanol	ltd.methanol	NOUN
ajst-26214	29	8	(	(	PUNCT
ajst-26214	29	9	purity	purity	NOUN
ajst-26214	29	10	99.9	99.9	NUM
ajst-26214	29	11	%	%	NOUN
ajst-26214	29	12	)	)	PUNCT
ajst-26214	29	13	:	:	PUNCT
ajst-26214	29	14	shanghai	shanghai	PROPN
ajst-26214	29	15	adamas	adamas	PROPN
ajst-26214	29	16	reagent	reagent	PROPN
ajst-26214	29	17	co.	co.	PROPN
ajst-26214	29	18	,	,	PUNCT
ajst-26214	29	19	ltd.c7	ltd.c7	PROPN
ajst-26214	29	20	~	~	SYM
ajst-26214	29	21	c40	c40	NOUN
ajst-26214	29	22	normal	normal	ADJ
ajst-26214	29	23	alkanes	alkane	NOUN
ajst-26214	29	24	(	(	PUNCT
ajst-26214	29	25	chromatographically	chromatographically	ADV
ajst-26214	29	26	pure	pure	ADJ
ajst-26214	29	27	)	)	PUNCT
ajst-26214	29	28	:	:	PUNCT
ajst-26214	29	29	beijing	beijing	PROPN
ajst-26214	29	30	manhag	manhag	PROPN
ajst-26214	29	31	biotechnology	biotechnology	PROPN
ajst-26214	29	32	co.	co.	PROPN
ajst-26214	29	33	,	,	PUNCT
ajst-26214	29	34	ltd	ltd	PROPN
ajst-26214	29	35	.	.	PROPN
ajst-26214	29	36	2.2	2.2	NUM
ajst-26214	29	37	.	.	PUNCT
ajst-26214	29	38	main	main	ADJ
ajst-26214	29	39	instruments	instrument	NOUN
ajst-26214	29	40	and	and	CCONJ
ajst-26214	29	41	equipment	equipment	NOUN
ajst-26214	29	42	gas	gas	NOUN
ajst-26214	29	43	chromatograph	chromatograph	NOUN
ajst-26214	29	44	(	(	PUNCT
ajst-26214	29	45	model	model	NOUN
ajst-26214	29	46	:	:	PUNCT
ajst-26214	29	47	7890b	7890b	NUM
ajst-26214	29	48	)	)	PUNCT
ajst-26214	29	49	,	,	PUNCT
ajst-26214	29	50	mass	mass	NOUN
ajst-26214	29	51	spectrometer	spectrometer	NOUN
ajst-26214	29	52	(	(	PUNCT
ajst-26214	29	53	model	model	NOUN
ajst-26214	29	54	:	:	PUNCT
ajst-26214	29	55	g7000d	g7000d	NOUN
ajst-26214	29	56	):	):	PUNCT
ajst-26214	29	57	both	both	CCONJ
ajst-26214	29	58	from	from	ADP
ajst-26214	29	59	the	the	DET
ajst-26214	29	60	united	united	PROPN
ajst-26214	29	61	states	states	PROPN
ajst-26214	29	62	agilent	agilent	PROPN
ajst-26214	29	63	company	company	PROPN
ajst-26214	29	64	.	.	PUNCT
ajst-26214	30	1	2.3	2.3	NUM
ajst-26214	30	2	.	.	PUNCT
ajst-26214	30	3	method	method	PROPN
ajst-26214	30	4	2.3.1	2.3.1	NUM
ajst-26214	30	5	.	.	PUNCT
ajst-26214	31	1	determination	determination	NOUN
ajst-26214	31	2	of	of	ADP
ajst-26214	31	3	volatile	volatile	ADJ
ajst-26214	31	4	compounds	compound	NOUN
ajst-26214	31	5	in	in	ADP
ajst-26214	31	6	raw	raw	ADJ
ajst-26214	31	7	wine	wine	NOUN
ajst-26214	31	8	samples	sample	NOUN
ajst-26214	31	9	by	by	ADP
ajst-26214	31	10	gc	gc	PROPN
ajst-26214	31	11	-	-	PROPN
ajst-26214	31	12	ms	ms	PROPN
ajst-26214	31	13	(	(	PUNCT
ajst-26214	31	14	1	1	NUM
ajst-26214	31	15	)	)	PUNCT
ajst-26214	31	16	sample	sample	NOUN
ajst-26214	31	17	pretreatment	pretreatment	NOUN
ajst-26214	31	18	measure	measure	NOUN
ajst-26214	31	19	1ml	1ml	ADJ
ajst-26214	31	20	liquor	liquor	NOUN
ajst-26214	31	21	sample	sample	NOUN
ajst-26214	31	22	solution	solution	NOUN
ajst-26214	31	23	with	with	ADP
ajst-26214	31	24	a	a	DET
ajst-26214	31	25	micro	micro	ADJ
ajst-26214	31	26	pipette	pipette	NOUN
ajst-26214	31	27	gun	gun	NOUN
ajst-26214	31	28	into	into	ADP
ajst-26214	31	29	the	the	DET
ajst-26214	31	30	sample	sample	NOUN
ajst-26214	31	31	bottle	bottle	NOUN
ajst-26214	31	32	,	,	PUNCT
ajst-26214	31	33	add	add	VERB
ajst-26214	31	34	10μl	10μl	ADV
ajst-26214	31	35	prepared	prepared	ADJ
ajst-26214	31	36	internal	internal	ADJ
ajst-26214	31	37	standard	standard	ADJ
ajst-26214	31	38	solution	solution	NOUN
ajst-26214	31	39	,	,	PUNCT
ajst-26214	31	40	make	make	VERB
ajst-26214	31	41	label	label	NOUN
ajst-26214	31	42	records	record	NOUN
ajst-26214	31	43	,	,	PUNCT
ajst-26214	31	44	mix	mix	VERB
ajst-26214	31	45	well	well	ADV
ajst-26214	31	46	,	,	PUNCT
ajst-26214	31	47	and	and	CCONJ
ajst-26214	31	48	use	use	VERB
ajst-26214	31	49	gcms	gcms	NOUN
ajst-26214	31	50	for	for	ADP
ajst-26214	31	51	detection	detection	NOUN
ajst-26214	31	52	and	and	CCONJ
ajst-26214	31	53	analysis	analysis	NOUN
ajst-26214	31	54	.	.	PUNCT
ajst-26214	32	1	(	(	PUNCT
ajst-26214	32	2	2	2	X
ajst-26214	32	3	)	)	PUNCT
ajst-26214	32	4	gc	gc	PROPN
ajst-26214	32	5	-	-	PUNCT
ajst-26214	32	6	ms	ms	PROPN
ajst-26214	32	7	parameter	parameter	NOUN
ajst-26214	32	8	setting	set	VERB
ajst-26214	32	9	the	the	DET
ajst-26214	32	10	gc	gc	PROPN
ajst-26214	32	11	column	column	NOUN
ajst-26214	32	12	was	be	AUX
ajst-26214	32	13	agilent	agilent	PROPN
ajst-26214	32	14	db	db	PROPN
ajst-26214	32	15	-	-	PUNCT
ajst-26214	32	16	wax	wax	NOUN
ajst-26214	32	17	(	(	PUNCT
ajst-26214	32	18	60m×0.25	60m×0.25	NUM
ajst-26214	32	19	mm	mm	NOUN
ajst-26214	32	20	×0.25μm).the	×0.25μm).the	DET
ajst-26214	32	21	injection	injection	NOUN
ajst-26214	32	22	volume	volume	NOUN
ajst-26214	32	23	was	be	AUX
ajst-26214	32	24	1μl	1μl	ADJ
ajst-26214	32	25	,	,	PUNCT
ajst-26214	32	26	the	the	DET
ajst-26214	32	27	shunt	shunt	NOUN
ajst-26214	32	28	ratio	ratio	NOUN
ajst-26214	32	29	was	be	AUX
ajst-26214	32	30	20:1	20:1	NUM
ajst-26214	32	31	,	,	PUNCT
ajst-26214	32	32	and	and	CCONJ
ajst-26214	32	33	the	the	DET
ajst-26214	32	34	inlet	inlet	ADJ
ajst-26214	32	35	temperature	temperature	NOUN
ajst-26214	32	36	was	be	AUX
ajst-26214	32	37	250℃.the	250℃.the	DET
ajst-26214	32	38	carrier	carrier	NOUN
ajst-26214	32	39	gas	gas	NOUN
ajst-26214	32	40	was	be	AUX
ajst-26214	32	41	high	high	ADJ
ajst-26214	32	42	purity	purity	NOUN
ajst-26214	32	43	helium	helium	NOUN
ajst-26214	32	44	(	(	PUNCT
ajst-26214	32	45	he	he	PRON
ajst-26214	32	46	)	)	PUNCT
ajst-26214	32	47	with	with	ADP
ajst-26214	32	48	a	a	DET
ajst-26214	32	49	flow	flow	NOUN
ajst-26214	32	50	rate	rate	NOUN
ajst-26214	32	51	of	of	ADP
ajst-26214	32	52	1ml	1ml	ADJ
ajst-26214	32	53	/	/	SYM
ajst-26214	32	54	min.the	min.the	DET
ajst-26214	32	55	initial	initial	ADJ
ajst-26214	32	56	column	column	NOUN
ajst-26214	32	57	temperature	temperature	NOUN
ajst-26214	32	58	was	be	AUX
ajst-26214	32	59	40	40	NUM
ajst-26214	32	60	℃	℃	PROPN
ajst-26214	32	61	,	,	PUNCT
ajst-26214	32	62	and	and	CCONJ
ajst-26214	32	63	was	be	AUX
ajst-26214	32	64	heated	heat	VERB
ajst-26214	32	65	to	to	ADP
ajst-26214	32	66	120	120	NUM
ajst-26214	32	67	℃	℃	PROPN
ajst-26214	32	68	at	at	ADP
ajst-26214	32	69	10	10	NUM
ajst-26214	32	70	℃	℃	PROPN
ajst-26214	32	71	/min	/min	NOUN
ajst-26214	32	72	for	for	ADP
ajst-26214	32	73	2min	2min	NUM
ajst-26214	32	74	,	,	PUNCT
ajst-26214	32	75	then	then	ADV
ajst-26214	32	76	heated	heated	ADJ
ajst-26214	32	77	to	to	ADP
ajst-26214	32	78	200	200	NUM
ajst-26214	32	79	℃	℃	PROPN
ajst-26214	32	80	at	at	ADP
ajst-26214	32	81	10	10	NUM
ajst-26214	32	82	℃	℃	PROPN
ajst-26214	32	83	/min	/min	NOUN
ajst-26214	32	84	for	for	ADP
ajst-26214	32	85	2min	2min	NUM
ajst-26214	32	86	,	,	PUNCT
ajst-26214	32	87	and	and	CCONJ
ajst-26214	32	88	then	then	ADV
ajst-26214	32	89	heated	heat	VERB
ajst-26214	32	90	to	to	ADP
ajst-26214	32	91	250	250	NUM
ajst-26214	32	92	℃	℃	PROPN
ajst-26214	32	93	at	at	ADP
ajst-26214	32	94	10	10	NUM
ajst-26214	32	95	℃	℃	PROPN
ajst-26214	32	96	/min	/min	NOUN
ajst-26214	32	97	for	for	ADP
ajst-26214	32	98	10min.the	10min.the	DET
ajst-26214	32	99	interface	interface	NOUN
ajst-26214	32	100	temperature	temperature	NOUN
ajst-26214	32	101	of	of	ADP
ajst-26214	32	102	ms	ms	PROPN
ajst-26214	32	103	is	be	AUX
ajst-26214	32	104	280℃.ei	280℃.ei	NUM
ajst-26214	32	105	ion	ion	NOUN
ajst-26214	32	106	source	source	NOUN
ajst-26214	32	107	70ev	70ev	PROPN
ajst-26214	32	108	ionization;ion	ionization;ion	PROPN
ajst-26214	32	109	source	source	NOUN
ajst-26214	32	110	temperature	temperature	NOUN
ajst-26214	32	111	230	230	NUM
ajst-26214	32	112	℃	℃	PROPN
ajst-26214	32	113	,	,	PUNCT
ajst-26214	32	114	quadrupole	quadrupole	NOUN
ajst-26214	32	115	temperature	temperature	NOUN
ajst-26214	32	116	150	150	NUM
ajst-26214	32	117	℃	℃	PROPN
ajst-26214	32	118	;full	;full	NOUN
ajst-26214	32	119	scanning	scan	VERB
ajst-26214	32	120	mode	mode	NOUN
ajst-26214	32	121	:	:	PUNCT
ajst-26214	32	122	scanning	scan	VERB
ajst-26214	32	123	range	range	NOUN
ajst-26214	32	124	30	30	NUM
ajst-26214	32	125	to	to	ADP
ajst-26214	32	126	540m	540m	PROPN
ajst-26214	32	127	/	/	SYM
ajst-26214	33	1	z.	z.	PROPN
ajst-26214	33	2	(	(	PUNCT
ajst-26214	33	3	3	3	X
ajst-26214	33	4	)	)	PUNCT
ajst-26214	33	5	qualitative	qualitative	ADJ
ajst-26214	33	6	analysis	analysis	NOUN
ajst-26214	33	7	qualitative	qualitative	ADJ
ajst-26214	33	8	analysis	analysis	NOUN
ajst-26214	33	9	is	be	AUX
ajst-26214	33	10	to	to	PART
ajst-26214	33	11	determine	determine	VERB
ajst-26214	33	12	the	the	DET
ajst-26214	33	13	type	type	NOUN
ajst-26214	33	14	of	of	ADP
ajst-26214	33	15	complex	complex	ADJ
ajst-26214	33	16	components	component	NOUN
ajst-26214	33	17	in	in	ADP
ajst-26214	33	18	the	the	DET
ajst-26214	33	19	sample	sample	NOUN
ajst-26214	33	20	to	to	PART
ajst-26214	33	21	be	be	AUX
ajst-26214	33	22	tested	test	VERB
ajst-26214	33	23	[	[	PUNCT
ajst-26214	33	24	16].the	16].the	PRON
ajst-26214	33	25	chromatographic	chromatographic	ADJ
ajst-26214	33	26	peaks	peak	NOUN
ajst-26214	33	27	were	be	AUX
ajst-26214	33	28	automatically	automatically	ADV
ajst-26214	33	29	identified	identify	VERB
ajst-26214	33	30	and	and	CCONJ
ajst-26214	33	31	compared	compare	VERB
ajst-26214	33	32	with	with	ADP
ajst-26214	33	33	the	the	DET
ajst-26214	33	34	12	12	NUM
ajst-26214	33	35	mass	mass	NOUN
ajst-26214	33	36	spectrometry	spectrometry	NOUN
ajst-26214	33	37	library	library	NOUN
ajst-26214	33	38	of	of	ADP
ajst-26214	33	39	the	the	DET
ajst-26214	33	40	national	national	PROPN
ajst-26214	33	41	institute	institute	PROPN
ajst-26214	33	42	of	of	ADP
ajst-26214	33	43	standards	standard	NOUN
ajst-26214	33	44	and	and	CCONJ
ajst-26214	33	45	technology	technology	NOUN
ajst-26214	33	46	(	(	PUNCT
ajst-26214	33	47	nist	nist	NOUN
ajst-26214	33	48	)	)	PUNCT
ajst-26214	33	49	in	in	ADP
ajst-26214	33	50	combination	combination	NOUN
ajst-26214	33	51	with	with	ADP
ajst-26214	33	52	the	the	DET
ajst-26214	33	53	retention	retention	NOUN
ajst-26214	33	54	index.ri	index.ri	NUM
ajst-26214	33	55	)	)	PUNCT
ajst-26214	33	56	the	the	DET
ajst-26214	33	57	flavor	flavor	NOUN
ajst-26214	33	58	components	component	NOUN
ajst-26214	33	59	in	in	ADP
ajst-26214	33	60	the	the	DET
ajst-26214	33	61	original	original	ADJ
ajst-26214	33	62	wine	wine	NOUN
ajst-26214	33	63	were	be	AUX
ajst-26214	33	64	qualitatively	qualitatively	ADV
ajst-26214	33	65	analyzed	analyze	VERB
ajst-26214	33	66	.	.	PUNCT
ajst-26214	34	1	(	(	PUNCT
ajst-26214	34	2	4	4	X
ajst-26214	34	3	)	)	PUNCT
ajst-26214	34	4	quantitative	quantitative	ADJ
ajst-26214	34	5	analysis	analysis	NOUN
ajst-26214	34	6	the	the	DET
ajst-26214	34	7	specific	specific	ADJ
ajst-26214	34	8	content	content	NOUN
ajst-26214	34	9	of	of	ADP
ajst-26214	34	10	volatile	volatile	ADJ
ajst-26214	34	11	compounds	compound	NOUN
ajst-26214	34	12	in	in	ADP
ajst-26214	34	13	the	the	DET
ajst-26214	34	14	sample	sample	NOUN
ajst-26214	34	15	to	to	PART
ajst-26214	34	16	be	be	AUX
ajst-26214	34	17	tested	test	VERB
ajst-26214	34	18	is	be	AUX
ajst-26214	34	19	determined	determine	VERB
ajst-26214	34	20	as	as	ADP
ajst-26214	34	21	quantitative	quantitative	ADJ
ajst-26214	34	22	analysis	analysis	NOUN
ajst-26214	34	23	[	[	X
ajst-26214	34	24	17].the	17].the	NUM
ajst-26214	34	25	internal	internal	ADJ
ajst-26214	34	26	standard	standard	ADJ
ajst-26214	34	27	method	method	NOUN
ajst-26214	34	28	was	be	AUX
ajst-26214	34	29	used	use	VERB
ajst-26214	34	30	to	to	PART
ajst-26214	34	31	calculate	calculate	VERB
ajst-26214	34	32	the	the	DET
ajst-26214	34	33	content	content	NOUN
ajst-26214	34	34	of	of	ADP
ajst-26214	34	35	each	each	DET
ajst-26214	34	36	trace	trace	NOUN
ajst-26214	34	37	component	component	NOUN
ajst-26214	34	38	by	by	ADP
ajst-26214	34	39	referring	refer	VERB
ajst-26214	34	40	to	to	ADP
ajst-26214	34	41	the	the	DET
ajst-26214	34	42	peak	peak	NOUN
ajst-26214	34	43	area	area	NOUN
ajst-26214	34	44	method	method	NOUN
ajst-26214	34	45	in	in	ADP
ajst-26214	34	46	gb/	gb/	NOUN
ajst-26214	34	47	t10345	t10345	PROPN
ajst-26214	34	48	-	-	PUNCT
ajst-26214	34	49	2007	2007	NUM
ajst-26214	34	50	"	"	PUNCT
ajst-26214	34	51	liquor	liquor	NOUN
ajst-26214	34	52	analysis	analysis	NOUN
ajst-26214	34	53	method	method	NOUN
ajst-26214	34	54	"	"	PUNCT
ajst-26214	34	55	.	.	PUNCT
ajst-26214	35	1	the	the	DET
ajst-26214	35	2	internal	internal	ADJ
ajst-26214	35	3	standard	standard	ADJ
ajst-26214	35	4	compounds	compound	NOUN
ajst-26214	35	5	must	must	AUX
ajst-26214	35	6	be	be	AUX
ajst-26214	35	7	selected	select	VERB
ajst-26214	35	8	as	as	ADP
ajst-26214	35	9	substances	substance	NOUN
ajst-26214	35	10	that	that	PRON
ajst-26214	35	11	are	be	AUX
ajst-26214	35	12	relatively	relatively	ADV
ajst-26214	35	13	stable	stable	ADJ
ajst-26214	35	14	,	,	PUNCT
ajst-26214	35	15	weak	weak	ADJ
ajst-26214	35	16	in	in	ADP
ajst-26214	35	17	volatility	volatility	NOUN
ajst-26214	35	18	,	,	PUNCT
ajst-26214	35	19	do	do	AUX
ajst-26214	35	20	not	not	PART
ajst-26214	35	21	react	react	VERB
ajst-26214	35	22	with	with	ADP
ajst-26214	35	23	the	the	DET
ajst-26214	35	24	sample	sample	NOUN
ajst-26214	35	25	itself	itself	PRON
ajst-26214	35	26	,	,	PUNCT
ajst-26214	35	27	have	have	VERB
ajst-26214	35	28	similar	similar	ADJ
ajst-26214	35	29	chemical	chemical	NOUN
ajst-26214	35	30	properties	property	NOUN
ajst-26214	35	31	with	with	ADP
ajst-26214	35	32	the	the	DET
ajst-26214	35	33	substance	substance	NOUN
ajst-26214	35	34	to	to	PART
ajst-26214	35	35	be	be	AUX
ajst-26214	35	36	measured	measure	VERB
ajst-26214	35	37	and	and	CCONJ
ajst-26214	35	38	do	do	AUX
ajst-26214	35	39	not	not	PART
ajst-26214	35	40	exist	exist	VERB
ajst-26214	35	41	in	in	ADP
ajst-26214	35	42	the	the	DET
ajst-26214	35	43	sample	sample	NOUN
ajst-26214	35	44	.	.	PUNCT
ajst-26214	36	1	based	base	VERB
ajst-26214	36	2	on	on	ADP
ajst-26214	36	3	the	the	DET
ajst-26214	36	4	basic	basic	ADJ
ajst-26214	36	5	characteristics	characteristic	NOUN
ajst-26214	36	6	of	of	ADP
ajst-26214	36	7	liquor	liquor	NOUN
ajst-26214	36	8	and	and	CCONJ
ajst-26214	36	9	the	the	DET
ajst-26214	36	10	peak	peak	NOUN
ajst-26214	36	11	time	time	NOUN
ajst-26214	36	12	distribution	distribution	NOUN
ajst-26214	36	13	of	of	ADP
ajst-26214	36	14	its	its	PRON
ajst-26214	36	15	trace	trace	NOUN
ajst-26214	36	16	components	component	NOUN
ajst-26214	36	17	,	,	PUNCT
ajst-26214	36	18	2	2	NUM
ajst-26214	36	19	-	-	PUNCT
ajst-26214	36	20	ethylbutyric	ethylbutyric	ADJ
ajst-26214	36	21	acid	acid	NOUN
ajst-26214	36	22	,	,	PUNCT
ajst-26214	36	23	namyl	namyl	ADJ
ajst-26214	36	24	acetate	acetate	NOUN
ajst-26214	36	25	and	and	CCONJ
ajst-26214	36	26	tert	tert	NOUN
ajst-26214	36	27	-	-	PUNCT
ajst-26214	36	28	amyl	amyl	NOUN
ajst-26214	36	29	alcohol	alcohol	NOUN
ajst-26214	36	30	were	be	AUX
ajst-26214	36	31	selected	select	VERB
ajst-26214	36	32	as	as	ADP
ajst-26214	36	33	the	the	DET
ajst-26214	36	34	internal	internal	ADJ
ajst-26214	36	35	standard	standard	ADJ
ajst-26214	36	36	compounds	compound	NOUN
ajst-26214	36	37	of	of	ADP
ajst-26214	36	38	acids	acid	NOUN
ajst-26214	36	39	,	,	PUNCT
ajst-26214	36	40	esters	ester	NOUN
ajst-26214	36	41	,	,	PUNCT
ajst-26214	36	42	alcohols	alcohol	NOUN
ajst-26214	36	43	and	and	CCONJ
ajst-26214	36	44	other	other	ADJ
ajst-26214	36	45	flavor	flavor	NOUN
ajst-26214	36	46	substances	substance	NOUN
ajst-26214	36	47	.	.	PUNCT
ajst-26214	37	1	2.3.2	2.3.2	X
ajst-26214	37	2	.	.	X
ajst-26214	37	3	spearman	spearman	NOUN
ajst-26214	37	4	rank	rank	PROPN
ajst-26214	37	5	correlation	correlation	NOUN
ajst-26214	37	6	coefficient	coefficient	NOUN
ajst-26214	37	7	spearman	spearman	NOUN
ajst-26214	37	8	's	's	PART
ajst-26214	37	9	rank	rank	NOUN
ajst-26214	37	10	correlation	correlation	NOUN
ajst-26214	37	11	coefficient	coefficient	NOUN
ajst-26214	37	12	is	be	AUX
ajst-26214	37	13	used	use	VERB
ajst-26214	37	14	to	to	PART
ajst-26214	37	15	evaluate	evaluate	VERB
ajst-26214	37	16	the	the	DET
ajst-26214	37	17	correlation	correlation	NOUN
ajst-26214	37	18	of	of	ADP
ajst-26214	37	19	two	two	NUM
ajst-26214	37	20	variables	variable	NOUN
ajst-26214	37	21	.	.	PUNCT
ajst-26214	38	1	different	different	ADJ
ajst-26214	38	2	from	from	ADP
ajst-26214	38	3	pearson	pearson	PROPN
ajst-26214	38	4	's	's	PART
ajst-26214	38	5	correlation	correlation	NOUN
ajst-26214	38	6	coefficient	coefficient	NOUN
ajst-26214	38	7	and	and	CCONJ
ajst-26214	38	8	kendall	kendall	PROPN
ajst-26214	38	9	's	's	PART
ajst-26214	38	10	correlation	correlation	NOUN
ajst-26214	38	11	coefficient	coefficient	NOUN
ajst-26214	38	12	,	,	PUNCT
ajst-26214	38	13	which	which	PRON
ajst-26214	38	14	are	be	AUX
ajst-26214	38	15	strict	strict	ADJ
ajst-26214	38	16	on	on	ADP
ajst-26214	38	17	sample	sample	NOUN
ajst-26214	38	18	data	datum	NOUN
ajst-26214	38	19	,	,	PUNCT
ajst-26214	38	20	spearman	spearman	NOUN
ajst-26214	38	21	's	's	PART
ajst-26214	38	22	correlation	correlation	NOUN
ajst-26214	38	23	coefficient	coefficient	NOUN
ajst-26214	38	24	is	be	AUX
ajst-26214	38	25	calculated	calculate	VERB
ajst-26214	38	26	based	base	VERB
ajst-26214	38	27	on	on	ADP
ajst-26214	38	28	the	the	DET
ajst-26214	38	29	difference	difference	NOUN
ajst-26214	38	30	of	of	ADP
ajst-26214	38	31	the	the	DET
ajst-26214	38	32	corresponding	corresponding	ADJ
ajst-26214	38	33	series	series	NOUN
ajst-26214	38	34	of	of	ADP
ajst-26214	38	35	two	two	NUM
ajst-26214	38	36	pairs	pair	NOUN
ajst-26214	38	37	of	of	ADP
ajst-26214	38	38	ranks	rank	NOUN
ajst-26214	38	39	[	[	X
ajst-26214	38	40	18].the	18].the	DET
ajst-26214	38	41	idea	idea	NOUN
ajst-26214	38	42	of	of	ADP
ajst-26214	38	43	solving	solve	VERB
ajst-26214	38	44	spearman	spearman	NOUN
ajst-26214	38	45	's	's	PART
ajst-26214	38	46	rank	rank	NOUN
ajst-26214	38	47	correlation	correlation	NOUN
ajst-26214	38	48	coefficient	coefficient	NOUN
ajst-26214	38	49	is	be	AUX
ajst-26214	38	50	as	as	SCONJ
ajst-26214	38	51	follows	follow	VERB
ajst-26214	38	52	:	:	PUNCT
ajst-26214	38	53	define	define	VERB
ajst-26214	38	54			PROPN
ajst-26214	39	1			PROPN
ajst-26214	39	2			PROPN
ajst-26214	39	3	1	1	NOUN
ajst-26214	39	4	2	2	NUM
ajst-26214	39	5	1	1	NUM
ajst-26214	39	6	2	2	NUM
ajst-26214	39	7	,	,	PUNCT
ajst-26214	39	8	,	,	PUNCT
ajst-26214	39	9	,	,	PUNCT
ajst-26214	39	10	,	,	PUNCT
ajst-26214	39	11	,	,	PUNCT
ajst-26214	39	12	,	,	PUNCT
ajst-26214	39	13	,	,	PUNCT
ajst-26214	39	14	n	n	X
ajst-26214	39	15	nx	nx	NOUN
ajst-26214	39	16	x	x	SYM
ajst-26214	39	17	x	x	PUNCT
ajst-26214	39	18	x	x	VERB
ajst-26214	39	19	y	y	VERB
ajst-26214	39	20	y	y	PROPN
ajst-26214	39	21	y	y	PROPN
ajst-26214	39	22	y	y	PROPN
ajst-26214	39	23			PRON
ajst-26214	39	24			NOUN
ajst-26214	39	25	is	be	AUX
ajst-26214	39	26	two	two	NUM
ajst-26214	39	27	sets	set	NOUN
ajst-26214	39	28	of	of	ADP
ajst-26214	39	29	variables	variable	NOUN
ajst-26214	39	30	,	,	PUNCT
ajst-26214	39	31	the	the	DET
ajst-26214	39	32	data	datum	NOUN
ajst-26214	39	33	of	of	ADP
ajst-26214	39	34	the	the	DET
ajst-26214	39	35	two	two	NUM
ajst-26214	39	36	groups	group	NOUN
ajst-26214	39	37	of	of	ADP
ajst-26214	39	38	variables	variable	NOUN
ajst-26214	39	39	are	be	AUX
ajst-26214	39	40	arranged	arrange	VERB
ajst-26214	39	41	in	in	ADP
ajst-26214	39	42	the	the	DET
ajst-26214	39	43	same	same	ADJ
ajst-26214	39	44	order	order	NOUN
ajst-26214	39	45	of	of	ADP
ajst-26214	39	46	size	size	NOUN
ajst-26214	39	47			PROPN
ajst-26214	39	48			PROPN
ajst-26214	39	49			PROPN
ajst-26214	39	50	1	1	NOUN
ajst-26214	39	51	2	2	NUM
ajst-26214	39	52	1	1	NUM
ajst-26214	39	53	2	2	NUM
ajst-26214	39	54	,	,	PUNCT
ajst-26214	39	55	,	,	PUNCT
ajst-26214	39	56	,	,	PUNCT
ajst-26214	39	57	,	,	PUNCT
ajst-26214	39	58	,	,	PUNCT
ajst-26214	39	59	,	,	PUNCT
ajst-26214	39	60	,	,	PUNCT
ajst-26214	39	61	n	n	X
ajst-26214	39	62	nx	nx	NOUN
ajst-26214	39	63	x	x	SYM
ajst-26214	39	64	x	x	PUNCT
ajst-26214	39	65	x	x	VERB
ajst-26214	39	66	y	y	VERB
ajst-26214	39	67	y	y	PROPN
ajst-26214	39	68	y	y	PROPN
ajst-26214	39	69	y	y	PROPN
ajst-26214	39	70			PROPN
ajst-26214	39	71			NOUN
ajst-26214	39	72	,	,	PUNCT
ajst-26214	39	73	,	,	PUNCT
ajst-26214	39	74	i	i	PRON
ajst-26214	39	75	ix	ix	PROPN
ajst-26214	39	76	y	y	PROPN
ajst-26214	39	77	represents	represent	VERB
ajst-26214	39	78	the	the	DET
ajst-26214	39	79	rank	rank	NOUN
ajst-26214	39	80	of	of	ADP
ajst-26214	39	81	the	the	DET
ajst-26214	39	82	i	i	PROPN
ajst-26214	39	83	-	-	PUNCT
ajst-26214	39	84	th	th	PROPN
ajst-26214	39	85	element	element	NOUN
ajst-26214	39	86	in	in	ADP
ajst-26214	39	87	the	the	DET
ajst-26214	39	88	last	last	ADJ
ajst-26214	39	89	two	two	NUM
ajst-26214	39	90	sets	set	NOUN
ajst-26214	39	91	of	of	ADP
ajst-26214	39	92	data	datum	NOUN
ajst-26214	39	93	,	,	PUNCT
ajst-26214	39	94	hen	hen	VERB
ajst-26214	39	95	the	the	DET
ajst-26214	39	96	correlation	correlation	NOUN
ajst-26214	39	97	coefficient	coefficient	NOUN
ajst-26214	39	98	of	of	ADP
ajst-26214	39	99	x	x	PUNCT
ajst-26214	39	100	and	and	CCONJ
ajst-26214	39	101	y	y	PROPN
ajst-26214	39	102	is	be	AUX
ajst-26214	39	103	calculated	calculate	VERB
ajst-26214	39	104	as	as	SCONJ
ajst-26214	39	105	shown	show	VERB
ajst-26214	39	106	in	in	ADP
ajst-26214	39	107	(	(	PUNCT
ajst-26214	39	108	1	1	NUM
ajst-26214	39	109	)	)	PUNCT
ajst-26214	39	110	:	:	PUNCT
ajst-26214	39	111			NOUN
ajst-26214	39	112			SYM
ajst-26214	39	113	2	2	NUM
ajst-26214	39	114	2	2	NUM
ajst-26214	39	115	6	6	NUM
ajst-26214	39	116	1	1	NUM
ajst-26214	39	117	1	1	NUM
ajst-26214	39	118	i	i	NOUN
ajst-26214	39	119	s	s	VERB
ajst-26214	39	120	d	d	NOUN
ajst-26214	39	121	r	r	NOUN
ajst-26214	39	122	n	n	CCONJ
ajst-26214	39	123	n	n	CCONJ
ajst-26214	39	124			PROPN
ajst-26214	39	125			PROPN
ajst-26214	39	126			PROPN
ajst-26214	39	127			X
ajst-26214	39	128	(	(	PUNCT
ajst-26214	39	129	1	1	X
ajst-26214	39	130	)	)	PUNCT
ajst-26214	39	131	184	184	NUM
ajst-26214	39	132	where	where	SCONJ
ajst-26214	39	133	di	di	NOUN
ajst-26214	39	134	is	be	AUX
ajst-26214	39	135	the	the	DET
ajst-26214	39	136	grade	grade	NOUN
ajst-26214	39	137	difference	difference	NOUN
ajst-26214	39	138	between	between	ADP
ajst-26214	39	139	xi	xi	PROPN
ajst-26214	39	140	and	and	CCONJ
ajst-26214	39	141	yi	yi	PROPN
ajst-26214	39	142	,	,	PUNCT
ajst-26214	39	143	and	and	CCONJ
ajst-26214	39	144	n	n	CCONJ
ajst-26214	39	145	represents	represent	VERB
ajst-26214	39	146	the	the	DET
ajst-26214	39	147	amount	amount	NOUN
ajst-26214	39	148	of	of	ADP
ajst-26214	39	149	data;the	data;the	DET
ajst-26214	39	150	value	value	NOUN
ajst-26214	39	151	range	range	NOUN
ajst-26214	39	152	of	of	ADP
ajst-26214	39	153	rs	rs	NOUN
ajst-26214	39	154	is	be	AUX
ajst-26214	39	155	[	[	X
ajst-26214	39	156	-1,1	-1,1	X
ajst-26214	39	157	]	]	X
ajst-26214	39	158	,	,	PUNCT
ajst-26214	39	159	where	where	SCONJ
ajst-26214	39	160	rs>0	rs>0	PROPN
ajst-26214	39	161	indicates	indicate	VERB
ajst-26214	39	162	that	that	SCONJ
ajst-26214	39	163	the	the	DET
ajst-26214	39	164	two	two	NUM
ajst-26214	39	165	variables	variable	NOUN
ajst-26214	39	166	are	be	AUX
ajst-26214	39	167	positively	positively	ADV
ajst-26214	39	168	correlated	correlate	VERB
ajst-26214	39	169	,	,	PUNCT
ajst-26214	39	170	rs<0	rs<0	PROPN
ajst-26214	39	171	indicates	indicate	VERB
ajst-26214	39	172	that	that	SCONJ
ajst-26214	39	173	the	the	DET
ajst-26214	39	174	two	two	NUM
ajst-26214	39	175	variables	variable	NOUN
ajst-26214	39	176	are	be	AUX
ajst-26214	39	177	negatively	negatively	ADV
ajst-26214	39	178	correlated	correlate	VERB
ajst-26214	39	179	,	,	PUNCT
ajst-26214	39	180	and	and	CCONJ
ajst-26214	39	181	|rs|	|rs|	VERB
ajst-26214	39	182	the	the	DET
ajst-26214	39	183	larger	large	ADJ
ajst-26214	39	184	the	the	DET
ajst-26214	39	185	value	value	NOUN
ajst-26214	39	186	is	be	AUX
ajst-26214	39	187	,	,	PUNCT
ajst-26214	39	188	the	the	PRON
ajst-26214	39	189	stronger	strong	ADJ
ajst-26214	39	190	the	the	DET
ajst-26214	39	191	correlation	correlation	NOUN
ajst-26214	39	192	between	between	ADP
ajst-26214	39	193	the	the	DET
ajst-26214	39	194	two	two	NUM
ajst-26214	39	195	variables	variable	NOUN
ajst-26214	39	196	.	.	PUNCT
ajst-26214	40	1	2.3.3	2.3.3	X
ajst-26214	40	2	.	.	X
ajst-26214	40	3	pca	pca	NOUN
ajst-26214	40	4	principal	principal	ADJ
ajst-26214	40	5	component	component	NOUN
ajst-26214	40	6	analysis	analysis	NOUN
ajst-26214	40	7	is	be	AUX
ajst-26214	40	8	a	a	DET
ajst-26214	40	9	linear	linear	ADJ
ajst-26214	40	10	dimensionality	dimensionality	NOUN
ajst-26214	40	11	reduction	reduction	NOUN
ajst-26214	40	12	algorithm	algorithm	NOUN
ajst-26214	40	13	.	.	PUNCT
ajst-26214	41	1	the	the	DET
ajst-26214	41	2	idea	idea	NOUN
ajst-26214	41	3	of	of	ADP
ajst-26214	41	4	the	the	DET
ajst-26214	41	5	algorithm	algorithm	NOUN
ajst-26214	41	6	is	be	AUX
ajst-26214	41	7	to	to	PART
ajst-26214	41	8	convert	convert	VERB
ajst-26214	41	9	original	original	ADJ
ajst-26214	41	10	feature	feature	NOUN
ajst-26214	41	11	data	datum	NOUN
ajst-26214	41	12	into	into	ADP
ajst-26214	41	13	a	a	DET
ajst-26214	41	14	set	set	NOUN
ajst-26214	41	15	of	of	ADP
ajst-26214	41	16	linearly	linearly	ADV
ajst-26214	41	17	unrelated	unrelated	ADJ
ajst-26214	41	18	feature	feature	NOUN
ajst-26214	41	19	vectors	vector	NOUN
ajst-26214	41	20	through	through	ADP
ajst-26214	41	21	orthogonal	orthogonal	ADJ
ajst-26214	41	22	transformation	transformation	NOUN
ajst-26214	41	23	to	to	PART
ajst-26214	41	24	achieve	achieve	VERB
ajst-26214	41	25	the	the	DET
ajst-26214	41	26	purpose	purpose	NOUN
ajst-26214	41	27	of	of	ADP
ajst-26214	41	28	dimensionality	dimensionality	NOUN
ajst-26214	41	29	reduction	reduction	NOUN
ajst-26214	41	30	[	[	X
ajst-26214	41	31	19].the	19].the	DET
ajst-26214	41	32	algorithm	algorithm	NOUN
ajst-26214	41	33	steps	step	NOUN
ajst-26214	41	34	are	be	AUX
ajst-26214	41	35	as	as	SCONJ
ajst-26214	41	36	follows	follow	VERB
ajst-26214	41	37	:	:	PUNCT
ajst-26214	41	38	(	(	PUNCT
ajst-26214	41	39	1	1	X
ajst-26214	41	40	)	)	PUNCT
ajst-26214	41	41	standardization	standardization	NOUN
ajst-26214	41	42	of	of	ADP
ajst-26214	41	43	sample	sample	NOUN
ajst-26214	41	44	data	datum	NOUN
ajst-26214	41	45	(	(	PUNCT
ajst-26214	41	46	2	2	NUM
ajst-26214	41	47	)	)	PUNCT
ajst-26214	41	48	calculation	calculation	NOUN
ajst-26214	41	49	of	of	ADP
ajst-26214	41	50	correlation	correlation	NOUN
ajst-26214	41	51	coefficient	coefficient	NOUN
ajst-26214	41	52	matrix	matrix	NOUN
ajst-26214	41	53	(	(	PUNCT
ajst-26214	41	54	3	3	NUM
ajst-26214	41	55	)	)	PUNCT
ajst-26214	41	56	calculation	calculation	NOUN
ajst-26214	41	57	of	of	ADP
ajst-26214	41	58	eigenvalues	eigenvalue	NOUN
ajst-26214	41	59	and	and	CCONJ
ajst-26214	41	60	eigenvectors	eigenvector	NOUN
ajst-26214	41	61	(	(	PUNCT
ajst-26214	41	62	4	4	X
ajst-26214	41	63	)	)	PUNCT
ajst-26214	41	64	calculation	calculation	NOUN
ajst-26214	41	65	of	of	ADP
ajst-26214	41	66	principal	principal	ADJ
ajst-26214	41	67	component	component	NOUN
ajst-26214	41	68	contribution	contribution	NOUN
ajst-26214	41	69	rate	rate	NOUN
ajst-26214	41	70	and	and	CCONJ
ajst-26214	41	71	cumulative	cumulative	ADJ
ajst-26214	41	72	contribution	contribution	NOUN
ajst-26214	41	73	rate	rate	NOUN
ajst-26214	41	74	(	(	PUNCT
ajst-26214	41	75	5	5	NUM
ajst-26214	41	76	)	)	PUNCT
ajst-26214	41	77	selection	selection	NOUN
ajst-26214	41	78	of	of	ADP
ajst-26214	41	79	principal	principal	ADJ
ajst-26214	41	80	components	component	NOUN
ajst-26214	41	81	generally	generally	ADV
ajst-26214	41	82	the	the	PRON
ajst-26214	41	83	more	more	ADV
ajst-26214	41	84	the	the	DET
ajst-26214	41	85	cumulative	cumulative	ADJ
ajst-26214	41	86	contribution	contribution	NOUN
ajst-26214	41	87	rate	rate	NOUN
ajst-26214	41	88	is	be	AUX
ajst-26214	41	89	closer	close	ADJ
ajst-26214	41	90	to	to	ADP
ajst-26214	41	91	1	1	NUM
ajst-26214	41	92	,	,	PUNCT
ajst-26214	41	93	the	the	PRON
ajst-26214	41	94	better	well	ADJ
ajst-26214	41	95	the	the	DET
ajst-26214	41	96	characteristic	characteristic	ADJ
ajst-26214	41	97	information	information	NOUN
ajst-26214	41	98	of	of	ADP
ajst-26214	41	99	the	the	DET
ajst-26214	41	100	original	original	ADJ
ajst-26214	41	101	data	datum	NOUN
ajst-26214	41	102	can	can	AUX
ajst-26214	41	103	be	be	AUX
ajst-26214	41	104	characterized	characterize	VERB
ajst-26214	41	105	.	.	PUNCT
ajst-26214	42	1	the	the	DET
ajst-26214	42	2	number	number	NOUN
ajst-26214	42	3	of	of	ADP
ajst-26214	42	4	target	target	NOUN
ajst-26214	42	5	principal	principal	ADJ
ajst-26214	42	6	components	component	NOUN
ajst-26214	42	7	can	can	AUX
ajst-26214	42	8	be	be	AUX
ajst-26214	42	9	determined	determine	VERB
ajst-26214	42	10	by	by	ADP
ajst-26214	42	11	specifying	specify	VERB
ajst-26214	42	12	the	the	DET
ajst-26214	42	13	magnitude	magnitude	NOUN
ajst-26214	42	14	of	of	ADP
ajst-26214	42	15	the	the	DET
ajst-26214	42	16	cumulative	cumulative	ADJ
ajst-26214	42	17	contribution	contribution	NOUN
ajst-26214	42	18	rate	rate	NOUN
ajst-26214	42	19	.	.	PUNCT
ajst-26214	43	1	2.3.4	2.3.4	X
ajst-26214	43	2	.	.	PUNCT
ajst-26214	43	3	kpca	kpca	PROPN
ajst-26214	43	4	kernel	kernel	PROPN
ajst-26214	43	5	principal	principal	PROPN
ajst-26214	43	6	component	component	NOUN
ajst-26214	43	7	analysis	analysis	NOUN
ajst-26214	43	8	introduces	introduce	NOUN
ajst-26214	43	9	kernel	kernel	NOUN
ajst-26214	43	10	function	function	NOUN
ajst-26214	43	11	on	on	ADP
ajst-26214	43	12	the	the	DET
ajst-26214	43	13	basis	basis	NOUN
ajst-26214	43	14	of	of	ADP
ajst-26214	43	15	principal	principal	ADJ
ajst-26214	43	16	component	component	NOUN
ajst-26214	43	17	analysis	analysis	NOUN
ajst-26214	43	18	so	so	SCONJ
ajst-26214	43	19	that	that	SCONJ
ajst-26214	43	20	it	it	PRON
ajst-26214	43	21	can	can	AUX
ajst-26214	43	22	handle	handle	VERB
ajst-26214	43	23	linearly	linearly	ADV
ajst-26214	43	24	indivisible	indivisible	ADJ
ajst-26214	43	25	data	datum	NOUN
ajst-26214	43	26	sets	set	NOUN
ajst-26214	43	27	[	[	PUNCT
ajst-26214	43	28	20].kpca	20].kpca	PROPN
ajst-26214	43	29	kernel	kernel	NOUN
ajst-26214	43	30	functions	function	NOUN
ajst-26214	43	31	commonly	commonly	ADV
ajst-26214	43	32	used	use	VERB
ajst-26214	43	33	include	include	VERB
ajst-26214	43	34	linear	linear	PROPN
ajst-26214	43	35	kernel	kernel	PROPN
ajst-26214	43	36	function	function	PROPN
ajst-26214	43	37	,	,	PUNCT
ajst-26214	43	38	polynomial	polynomial	ADJ
ajst-26214	43	39	kernel	kernel	PROPN
ajst-26214	43	40	function	function	NOUN
ajst-26214	43	41	,	,	PUNCT
ajst-26214	43	42	sigmoid	sigmoid	NOUN
ajst-26214	43	43	kernel	kernel	PROPN
ajst-26214	43	44	function	function	PROPN
ajst-26214	43	45	and	and	CCONJ
ajst-26214	43	46	gaussian	gaussian	ADJ
ajst-26214	43	47	kernel	kernel	PROPN
ajst-26214	43	48	function	function	PROPN
ajst-26214	43	49	,	,	PUNCT
ajst-26214	43	50	this	this	DET
ajst-26214	43	51	paper	paper	NOUN
ajst-26214	43	52	selects	select	VERB
ajst-26214	43	53	gaussian	gaussian	ADJ
ajst-26214	43	54	kernel	kernel	PROPN
ajst-26214	43	55	function.the	function.the	DET
ajst-26214	43	56	basic	basic	ADJ
ajst-26214	43	57	idea	idea	NOUN
ajst-26214	43	58	of	of	ADP
ajst-26214	43	59	kpca	kpca	PROPN
ajst-26214	43	60	is	be	AUX
ajst-26214	43	61	to	to	PART
ajst-26214	43	62	map	map	VERB
ajst-26214	43	63	linearly	linearly	ADV
ajst-26214	43	64	indivisible	indivisible	ADJ
ajst-26214	43	65	raw	raw	ADJ
ajst-26214	43	66	data	datum	NOUN
ajst-26214	43	67	to	to	ADP
ajst-26214	43	68	a	a	DET
ajst-26214	43	69	high	high	ADJ
ajst-26214	43	70	-	-	PUNCT
ajst-26214	43	71	dimensional	dimensional	ADJ
ajst-26214	43	72	feature	feature	NOUN
ajst-26214	43	73	space	space	NOUN
ajst-26214	43	74	through	through	ADP
ajst-26214	43	75	kernel	kernel	PROPN
ajst-26214	43	76	function	function	NOUN
ajst-26214	43	77	,	,	PUNCT
ajst-26214	43	78	and	and	CCONJ
ajst-26214	43	79	then	then	ADV
ajst-26214	43	80	use	use	VERB
ajst-26214	43	81	pca	pca	NOUN
ajst-26214	43	82	to	to	PART
ajst-26214	43	83	reduce	reduce	VERB
ajst-26214	43	84	dimensionality	dimensionality	NOUN
ajst-26214	43	85	in	in	ADP
ajst-26214	43	86	the	the	DET
ajst-26214	43	87	high	high	ADV
ajst-26214	43	88	-	-	PUNCT
ajst-26214	43	89	dimensional	dimensional	ADJ
ajst-26214	43	90	space	space	NOUN
ajst-26214	43	91	to	to	PART
ajst-26214	43	92	extract	extract	VERB
ajst-26214	43	93	nonlinear	nonlinear	ADJ
ajst-26214	43	94	information	information	NOUN
ajst-26214	43	95	in	in	ADP
ajst-26214	43	96	the	the	DET
ajst-26214	43	97	data	datum	NOUN
ajst-26214	43	98	[	[	X
ajst-26214	43	99	21,22].the	21,22].the	DET
ajst-26214	43	100	algorithm	algorithm	NOUN
ajst-26214	43	101	steps	step	NOUN
ajst-26214	43	102	are	be	AUX
ajst-26214	43	103	as	as	SCONJ
ajst-26214	43	104	follows	follow	VERB
ajst-26214	43	105	:	:	PUNCT
ajst-26214	43	106	the	the	DET
ajst-26214	43	107	sample	sample	NOUN
ajst-26214	43	108	matrix	matrix	NOUN
ajst-26214	43	109	x	x	PUNCT
ajst-26214	43	110	composed	compose	VERB
ajst-26214	43	111	of	of	ADP
ajst-26214	43	112	n	n	PRON
ajst-26214	43	113	samples	sample	NOUN
ajst-26214	43	114	'	'	PART
ajst-26214	43	115	mdimensional	mdimensional	ADJ
ajst-26214	43	116	features	feature	NOUN
ajst-26214	43	117	is	be	AUX
ajst-26214	43	118	mapped	map	VERB
ajst-26214	43	119	to	to	ADP
ajst-26214	43	120	the	the	DET
ajst-26214	43	121	high	high	ADV
ajst-26214	43	122	-	-	PUNCT
ajst-26214	43	123	dimensional	dimensional	ADJ
ajst-26214	43	124	feature	feature	NOUN
ajst-26214	43	125	space	space	NOUN
ajst-26214	43	126	through	through	ADP
ajst-26214	43	127	the	the	DET
ajst-26214	43	128	mapping	mapping	NOUN
ajst-26214	43	129	function	function	NOUN
ajst-26214	43	130			NOUN
ajst-26214	43	131	x	x	PUNCT
ajst-26214	43	132	　	　	SPACE
ajst-26214	43	133	,	,	PUNCT
ajst-26214	43	134	and	and	CCONJ
ajst-26214	43	135	the	the	DET
ajst-26214	43	136	covariance	covariance	NOUN
ajst-26214	43	137	matrix	matrix	NOUN
ajst-26214	43	138	of	of	ADP
ajst-26214	43	139	the	the	DET
ajst-26214	43	140	centralized	centralized	ADJ
ajst-26214	43	141	data	datum	NOUN
ajst-26214	43	142	in	in	ADP
ajst-26214	43	143	the	the	DET
ajst-26214	43	144	highdimensional	highdimensional	ADJ
ajst-26214	43	145	space	space	NOUN
ajst-26214	43	146	is	be	AUX
ajst-26214	43	147	obtained	obtain	VERB
ajst-26214	43	148	as	as	ADP
ajst-26214	43	149	follows	follow	VERB
ajst-26214	43	150	:	:	PUNCT
ajst-26214	43	151			PROPN
ajst-26214	43	152	1	1	NOUN
ajst-26214	43	153	(	(	PUNCT
ajst-26214	43	154	)	)	PUNCT
ajst-26214	43	155	t	t	NOUN
ajst-26214	43	156	c	c	NOUN
ajst-26214	43	157	x	x	SYM
ajst-26214	43	158	x	x	NOUN
ajst-26214	43	159	n	n	PRON
ajst-26214	43	160			NOUN
ajst-26214	43	161			VERB
ajst-26214	43	162			X
ajst-26214	43	163			NOUN
ajst-26214	43	164	(	(	PUNCT
ajst-26214	43	165	2	2	NUM
ajst-26214	43	166	)	)	PUNCT
ajst-26214	43	167	where	where	SCONJ
ajst-26214	43	168	,	,	PUNCT
ajst-26214	43	169			PROPN
ajst-26214	43	170	ix	ix	PROPN
ajst-26214	43	171	is	be	AUX
ajst-26214	43	172	the	the	DET
ajst-26214	43	173	centralized	centralized	ADJ
ajst-26214	43	174	data	data	NOUN
ajst-26214	43	175	vector	vector	NOUN
ajst-26214	43	176	.	.	PUNCT
ajst-26214	44	1	therefore	therefore	ADV
ajst-26214	44	2	,	,	PUNCT
ajst-26214	44	3	the	the	DET
ajst-26214	44	4	characteristic	characteristic	ADJ
ajst-26214	44	5	equation	equation	NOUN
ajst-26214	44	6	of	of	ADP
ajst-26214	44	7	the	the	DET
ajst-26214	44	8	covariance	covariance	NOUN
ajst-26214	44	9	matrix	matrix	NOUN
ajst-26214	44	10	is	be	AUX
ajst-26214	44	11	:	:	PUNCT
ajst-26214	44	12			PROPN
ajst-26214	44	13	1	1	NOUN
ajst-26214	44	14	(	(	PUNCT
ajst-26214	44	15	)	)	PUNCT
ajst-26214	44	16	t	t	NOUN
ajst-26214	44	17	x	x	SYM
ajst-26214	44	18	x	x	NOUN
ajst-26214	44	19	n	n	CCONJ
ajst-26214	44	20			NOUN
ajst-26214	44	21			NOUN
ajst-26214	44	22			NOUN
ajst-26214	44	23			VERB
ajst-26214	44	24			NOUN
ajst-26214	44	25	(	(	PUNCT
ajst-26214	44	26	3	3	X
ajst-26214	44	27	)	)	PUNCT
ajst-26214	44	28	bringing	bring	VERB
ajst-26214	44	29	(	(	PUNCT
ajst-26214	44	30	2	2	NUM
ajst-26214	44	31	)	)	PUNCT
ajst-26214	44	32	into	into	ADP
ajst-26214	44	33	(	(	PUNCT
ajst-26214	44	34	3	3	X
ajst-26214	44	35	)	)	PUNCT
ajst-26214	44	36	yields	yield	NOUN
ajst-26214	44	37	:	:	PUNCT
ajst-26214	44	38			NOUN
ajst-26214	44	39			SYM
ajst-26214	44	40			NOUN
ajst-26214	45	1	1	1	NOUN
ajst-26214	45	2	t	t	NOUN
ajst-26214	45	3	x	x	SYM
ajst-26214	45	4	x	x	NOUN
ajst-26214	45	5	n	n	PRON
ajst-26214	45	6			NOUN
ajst-26214	45	7			NOUN
ajst-26214	45	8			PUNCT
ajst-26214	45	9			X
ajst-26214	45	10			NOUN
ajst-26214	45	11			VERB
ajst-26214	45	12			PROPN
ajst-26214	45	13			NUM
ajst-26214	45	14			ADJ
ajst-26214	45	15			NOUN
ajst-26214	45	16	(	(	PUNCT
ajst-26214	45	17	4	4	NUM
ajst-26214	45	18	)	)	PUNCT
ajst-26214	45	19	by	by	ADP
ajst-26214	45	20	introducing	introduce	VERB
ajst-26214	45	21	the	the	DET
ajst-26214	45	22	kernel	kernel	PROPN
ajst-26214	45	23	matrix	matrix	NOUN
ajst-26214	45	24			NOUN
ajst-26214	45	25			SYM
ajst-26214	45	26			NOUN
ajst-26214	46	1	t	t	NOUN
ajst-26214	46	2	k	k	NOUN
ajst-26214	46	3	x	x	PUNCT
ajst-26214	46	4	x	x	PROPN
ajst-26214	46	5			X
ajst-26214	46	6			X
ajst-26214	46	7			NOUN
ajst-26214	46	8	,	,	PUNCT
ajst-26214	46	9	the	the	DET
ajst-26214	46	10	eigenequation	eigenequation	NOUN
ajst-26214	46	11	of	of	ADP
ajst-26214	46	12	the	the	DET
ajst-26214	46	13	kernel	kernel	PROPN
ajst-26214	46	14	matrix	matrix	NOUN
ajst-26214	46	15	obtained	obtain	VERB
ajst-26214	46	16	by	by	ADP
ajst-26214	46	17	combining	combine	VERB
ajst-26214	46	18	(	(	PUNCT
ajst-26214	46	19	3	3	NUM
ajst-26214	46	20	)	)	PUNCT
ajst-26214	46	21	and	and	CCONJ
ajst-26214	46	22	(	(	PUNCT
ajst-26214	46	23	4	4	X
ajst-26214	46	24	)	)	PUNCT
ajst-26214	46	25	is	be	AUX
ajst-26214	46	26	as	as	SCONJ
ajst-26214	46	27	follows	follow	VERB
ajst-26214	46	28	:	:	PUNCT
ajst-26214	46	29	k	k	PROPN
ajst-26214	46	30	n	n	ADV
ajst-26214	46	31			ADJ
ajst-26214	46	32			NOUN
ajst-26214	46	33	(	(	PUNCT
ajst-26214	46	34	5	5	NUM
ajst-26214	46	35	)	)	PUNCT
ajst-26214	46	36	the	the	DET
ajst-26214	46	37	eigenvalues	eigenvalues	PROPN
ajst-26214	46	38	1	1	NUM
ajst-26214	46	39	2	2	NUM
ajst-26214	46	40	n	n	PROPN
ajst-26214	46	41			ADJ
ajst-26214	46	42			PROPN
ajst-26214	46	43			NUM
ajst-26214	46	44			PROPN
ajst-26214	46	45	and	and	CCONJ
ajst-26214	46	46	the	the	DET
ajst-26214	46	47	corresponding	corresponding	ADJ
ajst-26214	46	48	eigenvectors	eigenvector	NOUN
ajst-26214	46	49	1	1	NUM
ajst-26214	46	50	2	2	NUM
ajst-26214	46	51	,	,	PUNCT
ajst-26214	46	52	,	,	PUNCT
ajst-26214	46	53	,	,	PUNCT
ajst-26214	46	54	n	n	ADV
ajst-26214	46	55			NUM
ajst-26214	46	56			NOUN
ajst-26214	46	57	of	of	ADP
ajst-26214	46	58	the	the	DET
ajst-26214	46	59	kernel	kernel	NOUN
ajst-26214	46	60	matrix	matrix	NOUN
ajst-26214	46	61	are	be	AUX
ajst-26214	46	62	computed	compute	VERB
ajst-26214	46	63	and	and	CCONJ
ajst-26214	46	64	the	the	DET
ajst-26214	46	65	principal	principal	ADJ
ajst-26214	46	66	components	component	NOUN
ajst-26214	46	67	are	be	AUX
ajst-26214	46	68	determined	determine	VERB
ajst-26214	46	69	based	base	VERB
ajst-26214	46	70	on	on	ADP
ajst-26214	46	71	the	the	DET
ajst-26214	46	72	magnitude	magnitude	NOUN
ajst-26214	46	73	of	of	ADP
ajst-26214	46	74	the	the	DET
ajst-26214	46	75	cumulative	cumulative	ADJ
ajst-26214	46	76	contribution	contribution	NOUN
ajst-26214	46	77	of	of	ADP
ajst-26214	46	78	the	the	DET
ajst-26214	46	79	desired	desire	VERB
ajst-26214	46	80	eigenvalues	eigenvalue	NOUN
ajst-26214	46	81	.	.	PUNCT
ajst-26214	47	1	2.3.5	2.3.5	NUM
ajst-26214	47	2	.	.	PUNCT
ajst-26214	47	3	raw	raw	ADJ
ajst-26214	47	4	liquor	liquor	NOUN
ajst-26214	47	5	grade	grade	NOUN
ajst-26214	47	6	identification	identification	NOUN
ajst-26214	47	7	model	model	NOUN
ajst-26214	47	8	in	in	ADP
ajst-26214	47	9	order	order	NOUN
ajst-26214	47	10	to	to	PART
ajst-26214	47	11	explore	explore	VERB
ajst-26214	47	12	a	a	DET
ajst-26214	47	13	more	more	ADV
ajst-26214	47	14	suitable	suitable	ADJ
ajst-26214	47	15	model	model	NOUN
ajst-26214	47	16	for	for	ADP
ajst-26214	47	17	the	the	DET
ajst-26214	47	18	grade	grade	NOUN
ajst-26214	47	19	identification	identification	NOUN
ajst-26214	47	20	of	of	ADP
ajst-26214	47	21	luzhou	luzhou	ADJ
ajst-26214	47	22	-	-	PUNCT
ajst-26214	47	23	flavor	flavor	NOUN
ajst-26214	47	24	liquor	liquor	NOUN
ajst-26214	47	25	,	,	PUNCT
ajst-26214	47	26	this	this	DET
ajst-26214	47	27	study	study	NOUN
ajst-26214	47	28	compared	compare	VERB
ajst-26214	47	29	the	the	DET
ajst-26214	47	30	effectiveness	effectiveness	NOUN
ajst-26214	47	31	of	of	ADP
ajst-26214	47	32	three	three	NUM
ajst-26214	47	33	classification	classification	NOUN
ajst-26214	47	34	models	model	NOUN
ajst-26214	47	35	,	,	PUNCT
ajst-26214	47	36	namely	namely	ADV
ajst-26214	47	37	support	support	VERB
ajst-26214	47	38	vector	vector	NOUN
ajst-26214	47	39	machine	machine	NOUN
ajst-26214	47	40	,	,	PUNCT
ajst-26214	47	41	extreme	extreme	ADJ
ajst-26214	47	42	gradient	gradient	NOUN
ajst-26214	47	43	lifting	lift	VERB
ajst-26214	47	44	tree	tree	NOUN
ajst-26214	47	45	and	and	CCONJ
ajst-26214	47	46	bp	bp	PROPN
ajst-26214	47	47	neural	neural	ADJ
ajst-26214	47	48	network	network	NOUN
ajst-26214	47	49	,	,	PUNCT
ajst-26214	47	50	on	on	ADP
ajst-26214	47	51	the	the	DET
ajst-26214	47	52	basis	basis	NOUN
ajst-26214	47	53	of	of	ADP
ajst-26214	47	54	data	datum	NOUN
ajst-26214	47	55	dimensionality	dimensionality	NOUN
ajst-26214	47	56	reduction	reduction	NOUN
ajst-26214	47	57	.	.	PUNCT
ajst-26214	48	1	(	(	PUNCT
ajst-26214	48	2	1	1	X
ajst-26214	48	3	)	)	PUNCT
ajst-26214	48	4	support	support	NOUN
ajst-26214	48	5	vector	vector	NOUN
ajst-26214	48	6	machine	machine	NOUN
ajst-26214	48	7	support	support	NOUN
ajst-26214	48	8	vector	vector	NOUN
ajst-26214	48	9	machine	machine	NOUN
ajst-26214	48	10	is	be	AUX
ajst-26214	48	11	a	a	DET
ajst-26214	48	12	supervised	supervised	ADJ
ajst-26214	48	13	learning	learning	NOUN
ajst-26214	48	14	algorithm	algorithm	NOUN
ajst-26214	48	15	based	base	VERB
ajst-26214	48	16	on	on	ADP
ajst-26214	48	17	statistical	statistical	ADJ
ajst-26214	48	18	theory	theory	NOUN
ajst-26214	48	19	,	,	PUNCT
ajst-26214	48	20	which	which	PRON
ajst-26214	48	21	has	have	VERB
ajst-26214	48	22	good	good	ADJ
ajst-26214	48	23	generalization	generalization	NOUN
ajst-26214	48	24	ability	ability	NOUN
ajst-26214	48	25	[	[	PUNCT
ajst-26214	48	26	23].its	23].it	NOUN
ajst-26214	48	27	goal	goal	NOUN
ajst-26214	48	28	is	be	AUX
ajst-26214	48	29	to	to	PART
ajst-26214	48	30	minimize	minimize	VERB
ajst-26214	48	31	structural	structural	ADJ
ajst-26214	48	32	risk	risk	NOUN
ajst-26214	48	33	,	,	PUNCT
ajst-26214	48	34	so	so	SCONJ
ajst-26214	48	35	it	it	PRON
ajst-26214	48	36	can	can	AUX
ajst-26214	48	37	achieve	achieve	VERB
ajst-26214	48	38	good	good	ADJ
ajst-26214	48	39	results	result	NOUN
ajst-26214	48	40	on	on	ADP
ajst-26214	48	41	small	small	ADJ
ajst-26214	48	42	samples	sample	NOUN
ajst-26214	48	43	and	and	CCONJ
ajst-26214	48	44	non	non	ADJ
ajst-26214	48	45	-	-	ADJ
ajst-26214	48	46	linear	linear	ADJ
ajst-26214	48	47	data.the	data.the	DET
ajst-26214	48	48	main	main	ADJ
ajst-26214	48	49	idea	idea	NOUN
ajst-26214	48	50	is	be	AUX
ajst-26214	48	51	to	to	PART
ajst-26214	48	52	find	find	VERB
ajst-26214	48	53	an	an	DET
ajst-26214	48	54	optimal	optimal	ADJ
ajst-26214	48	55	hyperplane	hyperplane	NOUN
ajst-26214	48	56	(	(	PUNCT
ajst-26214	48	57	decision	decision	NOUN
ajst-26214	48	58	boundary	boundary	NOUN
ajst-26214	48	59	)	)	PUNCT
ajst-26214	48	60	in	in	ADP
ajst-26214	48	61	high	high	ADJ
ajst-26214	48	62	-	-	PUNCT
ajst-26214	48	63	dimensional	dimensional	ADJ
ajst-26214	48	64	space	space	NOUN
ajst-26214	48	65	through	through	ADP
ajst-26214	48	66	kernel	kernel	PROPN
ajst-26214	48	67	function	function	NOUN
ajst-26214	48	68	,	,	PUNCT
ajst-26214	48	69	and	and	CCONJ
ajst-26214	48	70	then	then	ADV
ajst-26214	48	71	separate	separate	VERB
ajst-26214	48	72	different	different	ADJ
ajst-26214	48	73	classes	class	NOUN
ajst-26214	48	74	of	of	ADP
ajst-26214	48	75	samples	sample	NOUN
ajst-26214	48	76	[	[	X
ajst-26214	48	77	24	24	NUM
ajst-26214	48	78	]	]	PUNCT
ajst-26214	48	79	.	.	PUNCT
ajst-26214	49	1	(	(	PUNCT
ajst-26214	49	2	2	2	X
ajst-26214	49	3	)	)	PUNCT
ajst-26214	49	4	extreme	extreme	ADJ
ajst-26214	49	5	gradient	gradient	NOUN
ajst-26214	49	6	lifting	lift	VERB
ajst-26214	49	7	tree	tree	NOUN
ajst-26214	49	8	the	the	DET
ajst-26214	49	9	ultimate	ultimate	ADJ
ajst-26214	49	10	gradient	gradient	NOUN
ajst-26214	49	11	lifting	lift	VERB
ajst-26214	49	12	tree	tree	NOUN
ajst-26214	49	13	is	be	AUX
ajst-26214	49	14	based	base	VERB
ajst-26214	49	15	on	on	ADP
ajst-26214	49	16	the	the	DET
ajst-26214	49	17	idea	idea	NOUN
ajst-26214	49	18	of	of	ADP
ajst-26214	49	19	gradient	gradient	ADJ
ajst-26214	49	20	lifting	lifting	NOUN
ajst-26214	49	21	tree	tree	NOUN
ajst-26214	49	22	,	,	PUNCT
ajst-26214	49	23	and	and	CCONJ
ajst-26214	49	24	the	the	DET
ajst-26214	49	25	final	final	ADJ
ajst-26214	49	26	prediction	prediction	NOUN
ajst-26214	49	27	result	result	NOUN
ajst-26214	49	28	is	be	AUX
ajst-26214	49	29	obtained	obtain	VERB
ajst-26214	49	30	by	by	ADP
ajst-26214	49	31	summing	sum	VERB
ajst-26214	49	32	up	up	ADP
ajst-26214	49	33	the	the	DET
ajst-26214	49	34	results	result	NOUN
ajst-26214	49	35	of	of	ADP
ajst-26214	49	36	multiple	multiple	ADJ
ajst-26214	49	37	decision	decision	NOUN
ajst-26214	49	38	trees.the	trees.the	DET
ajst-26214	49	39	model	model	NOUN
ajst-26214	49	40	generates	generate	VERB
ajst-26214	49	41	new	new	ADJ
ajst-26214	49	42	trees	tree	NOUN
ajst-26214	49	43	through	through	ADP
ajst-26214	49	44	continuous	continuous	ADJ
ajst-26214	49	45	iteration	iteration	NOUN
ajst-26214	49	46	,	,	PUNCT
ajst-26214	49	47	and	and	CCONJ
ajst-26214	49	48	the	the	DET
ajst-26214	49	49	trees	tree	NOUN
ajst-26214	49	50	generated	generate	VERB
ajst-26214	49	51	by	by	ADP
ajst-26214	49	52	each	each	DET
ajst-26214	49	53	iteration	iteration	NOUN
ajst-26214	49	54	can	can	AUX
ajst-26214	49	55	fit	fit	VERB
ajst-26214	49	56	the	the	DET
ajst-26214	49	57	residual	residual	ADJ
ajst-26214	49	58	predicted	predict	VERB
ajst-26214	49	59	by	by	ADP
ajst-26214	49	60	the	the	DET
ajst-26214	49	61	previous	previous	ADJ
ajst-26214	49	62	tree	tree	NOUN
ajst-26214	49	63	,	,	PUNCT
ajst-26214	49	64	and	and	CCONJ
ajst-26214	49	65	iterates	iterate	VERB
ajst-26214	49	66	many	many	ADJ
ajst-26214	49	67	times	time	NOUN
ajst-26214	49	68	to	to	PART
ajst-26214	49	69	form	form	VERB
ajst-26214	49	70	a	a	DET
ajst-26214	49	71	strong	strong	ADJ
ajst-26214	49	72	classifier	classifier	NOUN
ajst-26214	49	73	composed	compose	VERB
ajst-26214	49	74	of	of	ADP
ajst-26214	49	75	multiple	multiple	ADJ
ajst-26214	49	76	weak	weak	ADJ
ajst-26214	49	77	classifiers	classifier	NOUN
ajst-26214	49	78	[	[	X
ajst-26214	49	79	25	25	NUM
ajst-26214	49	80	]	]	PUNCT
ajst-26214	49	81	.	.	PUNCT
ajst-26214	50	1	(	(	PUNCT
ajst-26214	50	2	3	3	X
ajst-26214	50	3	)	)	PUNCT
ajst-26214	50	4	bp	bp	PROPN
ajst-26214	50	5	neural	neural	PROPN
ajst-26214	50	6	network	network	PROPN
ajst-26214	50	7	bp	bp	PROPN
ajst-26214	50	8	neural	neural	PROPN
ajst-26214	50	9	network	network	NOUN
ajst-26214	50	10	is	be	AUX
ajst-26214	50	11	a	a	DET
ajst-26214	50	12	kind	kind	NOUN
ajst-26214	50	13	of	of	ADP
ajst-26214	50	14	multi	multi	ADJ
ajst-26214	50	15	-	-	ADJ
ajst-26214	50	16	layer	layer	ADJ
ajst-26214	50	17	feedforward	feedforward	NOUN
ajst-26214	50	18	neural	neural	ADJ
ajst-26214	50	19	network	network	NOUN
ajst-26214	50	20	,	,	PUNCT
ajst-26214	50	21	which	which	PRON
ajst-26214	50	22	consists	consist	VERB
ajst-26214	50	23	of	of	ADP
ajst-26214	50	24	input	input	NOUN
ajst-26214	50	25	layer	layer	NOUN
ajst-26214	50	26	,	,	PUNCT
ajst-26214	50	27	hidden	hide	VERB
ajst-26214	50	28	layer	layer	NOUN
ajst-26214	50	29	and	and	CCONJ
ajst-26214	50	30	output	output	NOUN
ajst-26214	50	31	layer	layer	NOUN
ajst-26214	50	32	,	,	PUNCT
ajst-26214	50	33	each	each	DET
ajst-26214	50	34	layer	layer	NOUN
ajst-26214	50	35	is	be	AUX
ajst-26214	50	36	composed	compose	VERB
ajst-26214	50	37	of	of	ADP
ajst-26214	50	38	several	several	ADJ
ajst-26214	50	39	neurons	neuron	NOUN
ajst-26214	50	40	,	,	PUNCT
ajst-26214	50	41	and	and	CCONJ
ajst-26214	50	42	the	the	DET
ajst-26214	50	43	neurons	neuron	NOUN
ajst-26214	50	44	in	in	ADP
ajst-26214	50	45	the	the	DET
ajst-26214	50	46	same	same	ADJ
ajst-26214	50	47	layer	layer	NOUN
ajst-26214	50	48	do	do	AUX
ajst-26214	50	49	not	not	PART
ajst-26214	50	50	interfere	interfere	VERB
ajst-26214	50	51	with	with	ADP
ajst-26214	50	52	each	each	DET
ajst-26214	50	53	other	other	ADJ
ajst-26214	50	54	and	and	CCONJ
ajst-26214	50	55	are	be	AUX
ajst-26214	50	56	independent	independent	ADJ
ajst-26214	50	57	of	of	ADP
ajst-26214	50	58	each	each	DET
ajst-26214	50	59	other	other	ADJ
ajst-26214	50	60	.	.	PUNCT
ajst-26214	51	1	the	the	DET
ajst-26214	51	2	neurons	neuron	NOUN
ajst-26214	51	3	between	between	ADP
ajst-26214	51	4	different	different	ADJ
ajst-26214	51	5	layers	layer	NOUN
ajst-26214	51	6	are	be	AUX
ajst-26214	51	7	nonlinear	nonlinear	ADJ
ajst-26214	51	8	connected	connect	VERB
ajst-26214	51	9	through	through	ADP
ajst-26214	51	10	parameters	parameter	NOUN
ajst-26214	51	11	such	such	ADJ
ajst-26214	51	12	as	as	ADP
ajst-26214	51	13	threshold	threshold	NOUN
ajst-26214	51	14	and	and	CCONJ
ajst-26214	51	15	weight	weight	NOUN
ajst-26214	51	16	value	value	NOUN
ajst-26214	51	17	,	,	PUNCT
ajst-26214	51	18	and	and	CCONJ
ajst-26214	51	19	have	have	VERB
ajst-26214	51	20	strong	strong	ADJ
ajst-26214	51	21	nonlinear	nonlinear	ADJ
ajst-26214	51	22	mapping	mapping	NOUN
ajst-26214	51	23	ability	ability	NOUN
ajst-26214	51	24	[	[	PUNCT
ajst-26214	51	25	26,27].the	26,27].the	DET
ajst-26214	51	26	process	process	NOUN
ajst-26214	51	27	of	of	ADP
ajst-26214	51	28	bp	bp	PROPN
ajst-26214	51	29	neural	neural	ADJ
ajst-26214	51	30	network	network	NOUN
ajst-26214	51	31	is	be	AUX
ajst-26214	51	32	mainly	mainly	ADV
ajst-26214	51	33	divided	divide	VERB
ajst-26214	51	34	into	into	ADP
ajst-26214	51	35	two	two	NUM
ajst-26214	51	36	stages	stage	NOUN
ajst-26214	51	37	:	:	PUNCT
ajst-26214	51	38	data	datum	NOUN
ajst-26214	51	39	forward	forward	ADV
ajst-26214	51	40	propagation	propagation	NOUN
ajst-26214	51	41	and	and	CCONJ
ajst-26214	51	42	error	error	NOUN
ajst-26214	51	43	back	back	NOUN
ajst-26214	51	44	propagation	propagation	NOUN
ajst-26214	51	45	[	[	X
ajst-26214	51	46	28	28	NUM
ajst-26214	51	47	]	]	SYM
ajst-26214	51	48	.	.	PUNCT
ajst-26214	52	1	1	1	X
ajst-26214	52	2	)	)	PUNCT
ajst-26214	52	3	data	datum	NOUN
ajst-26214	52	4	forward	forward	ADV
ajst-26214	52	5	propagation	propagation	NOUN
ajst-26214	52	6	the	the	DET
ajst-26214	52	7	data	data	NOUN
ajst-26214	52	8	enters	enter	VERB
ajst-26214	52	9	the	the	DET
ajst-26214	52	10	network	network	NOUN
ajst-26214	52	11	from	from	ADP
ajst-26214	52	12	the	the	DET
ajst-26214	52	13	input	input	NOUN
ajst-26214	52	14	layer	layer	NOUN
ajst-26214	52	15	,	,	PUNCT
ajst-26214	52	16	carries	carry	VERB
ajst-26214	52	17	out	out	ADP
ajst-26214	52	18	nonlinear	nonlinear	ADJ
ajst-26214	52	19	changes	change	NOUN
ajst-26214	52	20	to	to	ADP
ajst-26214	52	21	the	the	DET
ajst-26214	52	22	input	input	NOUN
ajst-26214	52	23	data	datum	NOUN
ajst-26214	52	24	through	through	ADP
ajst-26214	52	25	the	the	DET
ajst-26214	52	26	neurons	neuron	NOUN
ajst-26214	52	27	of	of	ADP
ajst-26214	52	28	the	the	DET
ajst-26214	52	29	hidden	hide	VERB
ajst-26214	52	30	layer	layer	NOUN
ajst-26214	52	31	and	and	CCONJ
ajst-26214	52	32	the	the	DET
ajst-26214	52	33	output	output	NOUN
ajst-26214	52	34	layer	layer	NOUN
ajst-26214	52	35	,	,	PUNCT
ajst-26214	52	36	and	and	CCONJ
ajst-26214	52	37	carries	carry	VERB
ajst-26214	52	38	out	out	ADP
ajst-26214	52	39	error	error	NOUN
ajst-26214	52	40	analysis	analysis	NOUN
ajst-26214	52	41	on	on	ADP
ajst-26214	52	42	the	the	DET
ajst-26214	52	43	predicted	predict	VERB
ajst-26214	52	44	value	value	NOUN
ajst-26214	52	45	and	and	CCONJ
ajst-26214	52	46	expected	expect	VERB
ajst-26214	52	47	value	value	NOUN
ajst-26214	52	48	.	.	PUNCT
ajst-26214	53	1	if	if	SCONJ
ajst-26214	53	2	the	the	DET
ajst-26214	53	3	error	error	NOUN
ajst-26214	53	4	is	be	AUX
ajst-26214	53	5	large	large	ADJ
ajst-26214	53	6	,	,	PUNCT
ajst-26214	53	7	it	it	PRON
ajst-26214	53	8	needs	need	VERB
ajst-26214	53	9	to	to	PART
ajst-26214	53	10	be	be	AUX
ajst-26214	53	11	transferred	transfer	VERB
ajst-26214	53	12	to	to	ADP
ajst-26214	53	13	the	the	DET
ajst-26214	53	14	error	error	NOUN
ajst-26214	53	15	backpropagation	backpropagation	NOUN
ajst-26214	53	16	.	.	PUNCT
ajst-26214	54	1	the	the	DET
ajst-26214	54	2	output	output	NOUN
ajst-26214	54	3	of	of	ADP
ajst-26214	54	4	the	the	DET
ajst-26214	54	5	jth	jth	PROPN
ajst-26214	54	6	node	node	NOUN
ajst-26214	54	7	of	of	ADP
ajst-26214	54	8	the	the	DET
ajst-26214	54	9	hidden	hide	VERB
ajst-26214	54	10	layer	layer	NOUN
ajst-26214	54	11	is	be	AUX
ajst-26214	54	12	:	:	PUNCT
ajst-26214	54	13	1	1	NUM
ajst-26214	54	14	(	(	PUNCT
ajst-26214	54	15	)	)	PUNCT
ajst-26214	55	1	n	n	PRON
ajst-26214	55	2	j	j	NOUN
ajst-26214	56	1	ij	ij	INTJ
ajst-26214	57	1	i	i	INTJ
ajst-26214	57	2	j	j	VERB
ajst-26214	58	1	i	i	PRON
ajst-26214	58	2	f	f	PROPN
ajst-26214	58	3	u	u	VERB
ajst-26214	58	4	x	x	PUNCT
ajst-26214	58	5	b	b	VERB
ajst-26214	58	6			PROPN
ajst-26214	58	7			PROPN
ajst-26214	58	8			NOUN
ajst-26214	58	9	(	(	PUNCT
ajst-26214	58	10	6	6	NUM
ajst-26214	58	11	)	)	PUNCT
ajst-26214	58	12	where	where	SCONJ
ajst-26214	58	13	iju	iju	NOUN
ajst-26214	58	14	is	be	AUX
ajst-26214	58	15	the	the	DET
ajst-26214	58	16	weight	weight	NOUN
ajst-26214	58	17	between	between	ADP
ajst-26214	58	18	the	the	DET
ajst-26214	58	19	i	i	PROPN
ajst-26214	58	20	-	-	PUNCT
ajst-26214	58	21	th	th	X
ajst-26214	58	22	node	node	NOUN
ajst-26214	58	23	and	and	CCONJ
ajst-26214	58	24	the	the	DET
ajst-26214	58	25	j	j	PROPN
ajst-26214	58	26	-	-	PUNCT
ajst-26214	58	27	th	th	X
ajst-26214	58	28	node	node	PROPN
ajst-26214	58	29	jb	jb	PROPN
ajst-26214	58	30	is	be	AUX
ajst-26214	58	31	the	the	DET
ajst-26214	58	32	threshold	threshold	NOUN
ajst-26214	58	33	of	of	ADP
ajst-26214	58	34	node	node	PROPN
ajst-26214	58	35	j.	j.	PROPN
ajst-26214	58	36	185	185	NUM
ajst-26214	58	37	the	the	DET
ajst-26214	58	38	output	output	NOUN
ajst-26214	58	39	of	of	ADP
ajst-26214	58	40	thek	thek	NOUN
ajst-26214	58	41	-	-	PUNCT
ajst-26214	58	42	th	th	X
ajst-26214	58	43	node	node	NOUN
ajst-26214	58	44	of	of	ADP
ajst-26214	58	45	the	the	DET
ajst-26214	58	46	output	output	NOUN
ajst-26214	58	47	layer	layer	NOUN
ajst-26214	58	48	is	be	AUX
ajst-26214	58	49	:	:	PUNCT
ajst-26214	58	50	1	1	NUM
ajst-26214	58	51	m	m	VERB
ajst-26214	58	52	k	k	X
ajst-26214	58	53	ik	ik	PROPN
ajst-26214	59	1	i	i	PRON
ajst-26214	59	2	k	k	PROPN
ajst-26214	60	1	i	i	PRON
ajst-26214	61	1	y	y	PROPN
ajst-26214	61	2	f	f	PROPN
ajst-26214	62	1	w	w	NOUN
ajst-26214	62	2	d	d	ADV
ajst-26214	62	3			PROPN
ajst-26214	62	4			NOUN
ajst-26214	62	5			NOUN
ajst-26214	63	1			PROPN
ajst-26214	63	2			CCONJ
ajst-26214	63	3			PROPN
ajst-26214	63	4			NOUN
ajst-26214	63	5			X
ajst-26214	63	6	(	(	PUNCT
ajst-26214	63	7	7	7	NUM
ajst-26214	63	8	)	)	SYM
ajst-26214	63	9	2	2	NUM
ajst-26214	63	10	)	)	PUNCT
ajst-26214	63	11	error	error	NOUN
ajst-26214	63	12	backpropagation	backpropagation	NOUN
ajst-26214	63	13	error	error	NOUN
ajst-26214	63	14	backpropagation	backpropagation	NOUN
ajst-26214	63	15	is	be	AUX
ajst-26214	63	16	to	to	PART
ajst-26214	63	17	transmit	transmit	VERB
ajst-26214	63	18	the	the	DET
ajst-26214	63	19	output	output	NOUN
ajst-26214	63	20	error	error	NOUN
ajst-26214	63	21	layer	layer	NOUN
ajst-26214	63	22	by	by	ADP
ajst-26214	63	23	layer	layer	NOUN
ajst-26214	63	24	to	to	ADP
ajst-26214	63	25	the	the	DET
ajst-26214	63	26	input	input	NOUN
ajst-26214	63	27	layer	layer	NOUN
ajst-26214	63	28	through	through	ADP
ajst-26214	63	29	the	the	DET
ajst-26214	63	30	hidden	hide	VERB
ajst-26214	63	31	layer	layer	NOUN
ajst-26214	63	32	,	,	PUNCT
ajst-26214	63	33	and	and	CCONJ
ajst-26214	63	34	then	then	ADV
ajst-26214	63	35	adjust	adjust	VERB
ajst-26214	63	36	the	the	DET
ajst-26214	63	37	network	network	NOUN
ajst-26214	63	38	weight	weight	NOUN
ajst-26214	63	39	and	and	CCONJ
ajst-26214	63	40	threshold	threshold	NOUN
ajst-26214	63	41	of	of	ADP
ajst-26214	63	42	each	each	DET
ajst-26214	63	43	layer	layer	NOUN
ajst-26214	63	44	to	to	PART
ajst-26214	63	45	make	make	VERB
ajst-26214	63	46	the	the	DET
ajst-26214	63	47	error	error	NOUN
ajst-26214	63	48	function	function	NOUN
ajst-26214	63	49	decline	decline	VERB
ajst-26214	63	50	along	along	ADP
ajst-26214	63	51	the	the	DET
ajst-26214	63	52	gradient	gradient	ADJ
ajst-26214	63	53	direction	direction	NOUN
ajst-26214	63	54	,	,	PUNCT
ajst-26214	63	55	so	so	SCONJ
ajst-26214	63	56	that	that	SCONJ
ajst-26214	63	57	the	the	DET
ajst-26214	63	58	bp	bp	PROPN
ajst-26214	63	59	neural	neural	PROPN
ajst-26214	63	60	network	network	NOUN
ajst-26214	63	61	prediction	prediction	NOUN
ajst-26214	63	62	results	result	NOUN
ajst-26214	63	63	are	be	AUX
ajst-26214	63	64	constantly	constantly	ADV
ajst-26214	63	65	approaching	approach	VERB
ajst-26214	63	66	the	the	DET
ajst-26214	63	67	expected	expect	VERB
ajst-26214	63	68	output.the	output.the	DET
ajst-26214	63	69	error	error	NOUN
ajst-26214	63	70	function	function	NOUN
ajst-26214	63	71	of	of	ADP
ajst-26214	63	72	bp	bp	PROPN
ajst-26214	63	73	neural	neural	ADJ
ajst-26214	63	74	network	network	NOUN
ajst-26214	63	75	is	be	AUX
ajst-26214	63	76	:	:	PUNCT
ajst-26214	63	77			NOUN
ajst-26214	63	78			SYM
ajst-26214	63	79	2	2	NUM
ajst-26214	63	80	1	1	NUM
ajst-26214	63	81	1	1	NUM
ajst-26214	63	82	2	2	NUM
ajst-26214	63	83	l	l	NOUN
ajst-26214	64	1	i	i	PRON
ajst-26214	65	1	i	i	INTJ
ajst-26214	66	1	i	i	INTJ
ajst-26214	66	2	e	e	VERB
ajst-26214	67	1	t	t	NOUN
ajst-26214	67	2	y	y	PROPN
ajst-26214	67	3			NUM
ajst-26214	67	4			NUM
ajst-26214	68	1			X
ajst-26214	68	2	(	(	PUNCT
ajst-26214	68	3	8)	8)	NUM
ajst-26214	68	4	where	where	SCONJ
ajst-26214	68	5	,	,	PUNCT
ajst-26214	68	6	ti	ti	PROPN
ajst-26214	68	7	is	be	AUX
ajst-26214	68	8	the	the	DET
ajst-26214	68	9	expected	expect	VERB
ajst-26214	68	10	value	value	NOUN
ajst-26214	68	11	of	of	ADP
ajst-26214	68	12	the	the	DET
ajst-26214	68	13	i	i	PROPN
ajst-26214	68	14	-	-	PUNCT
ajst-26214	68	15	th	th	X
ajst-26214	68	16	node	node	NOUN
ajst-26214	68	17	of	of	ADP
ajst-26214	68	18	the	the	DET
ajst-26214	68	19	output	output	NOUN
ajst-26214	68	20	layer;yi	layer;yi	ADJ
ajst-26214	68	21	is	be	AUX
ajst-26214	68	22	the	the	DET
ajst-26214	68	23	predicted	predict	VERB
ajst-26214	68	24	value	value	NOUN
ajst-26214	68	25	of	of	ADP
ajst-26214	68	26	the	the	DET
ajst-26214	68	27	i	i	PRON
ajst-26214	68	28	node	node	VERB
ajst-26214	68	29	in	in	ADP
ajst-26214	68	30	the	the	DET
ajst-26214	68	31	output	output	NOUN
ajst-26214	68	32	layer	layer	NOUN
ajst-26214	68	33	.	.	PUNCT
ajst-26214	69	1	3	3	X
ajst-26214	69	2	.	.	NOUN
ajst-26214	69	3	results	result	NOUN
ajst-26214	69	4	and	and	CCONJ
ajst-26214	69	5	analysis	analysis	NOUN
ajst-26214	69	6	3.1	3.1	NUM
ajst-26214	69	7	.	.	PUNCT
ajst-26214	70	1	analysis	analysis	NOUN
ajst-26214	70	2	of	of	ADP
ajst-26214	70	3	volatile	volatile	ADJ
ajst-26214	70	4	compounds	compound	NOUN
ajst-26214	70	5	in	in	ADP
ajst-26214	70	6	raw	raw	ADJ
ajst-26214	70	7	liquor	liquor	NOUN
ajst-26214	70	8	by	by	ADP
ajst-26214	70	9	gc	gc	PROPN
ajst-26214	70	10	-	-	PUNCT
ajst-26214	70	11	ms	ms	PROPN
ajst-26214	70	12	volatile	volatile	ADJ
ajst-26214	70	13	compounds	compound	NOUN
ajst-26214	70	14	in	in	ADP
ajst-26214	70	15	raw	raw	ADJ
ajst-26214	70	16	wine	wine	NOUN
ajst-26214	70	17	samples	sample	NOUN
ajst-26214	70	18	were	be	AUX
ajst-26214	70	19	detected	detect	VERB
ajst-26214	70	20	by	by	ADP
ajst-26214	70	21	the	the	DET
ajst-26214	70	22	gc	gc	PROPN
ajst-26214	70	23	-	-	PUNCT
ajst-26214	70	24	ms	ms	PROPN
ajst-26214	70	25	detection	detection	NOUN
ajst-26214	70	26	method	method	NOUN
ajst-26214	70	27	mentioned	mention	VERB
ajst-26214	70	28	in	in	ADP
ajst-26214	70	29	1.3.1	1.3.1	NUM
ajst-26214	70	30	above	above	ADV
ajst-26214	70	31	,	,	PUNCT
ajst-26214	70	32	and	and	CCONJ
ajst-26214	70	33	the	the	DET
ajst-26214	70	34	total	total	ADJ
ajst-26214	70	35	ion	ion	NOUN
ajst-26214	70	36	flow	flow	NOUN
ajst-26214	70	37	chromatogram	chromatogram	NOUN
ajst-26214	70	38	was	be	AUX
ajst-26214	70	39	shown	show	VERB
ajst-26214	70	40	in	in	ADP
ajst-26214	70	41	figure	figure	NOUN
ajst-26214	70	42	1	1	NUM
ajst-26214	70	43	.	.	PUNCT
ajst-26214	71	1	the	the	DET
ajst-26214	71	2	names	name	NOUN
ajst-26214	71	3	and	and	CCONJ
ajst-26214	71	4	contents	content	NOUN
ajst-26214	71	5	of	of	ADP
ajst-26214	71	6	volatile	volatile	ADJ
ajst-26214	71	7	compounds	compound	NOUN
ajst-26214	71	8	are	be	AUX
ajst-26214	71	9	shown	show	VERB
ajst-26214	71	10	in	in	ADP
ajst-26214	71	11	table	table	NOUN
ajst-26214	71	12	2	2	NUM
ajst-26214	71	13	.	.	PUNCT
ajst-26214	71	14	figure	figure	NOUN
ajst-26214	71	15	1	1	NUM
ajst-26214	71	16	.	.	PUNCT
ajst-26214	71	17	total	total	ADJ
ajst-26214	71	18	ion	ion	NOUN
ajst-26214	71	19	flow	flow	NOUN
ajst-26214	71	20	chromatogram	chromatogram	NOUN
ajst-26214	71	21	of	of	ADP
ajst-26214	71	22	representative	representative	ADJ
ajst-26214	71	23	sample	sample	NOUN
ajst-26214	71	24	of	of	ADP
ajst-26214	71	25	luzhou	luzhou	ADJ
ajst-26214	71	26	-	-	PUNCT
ajst-26214	71	27	flavor	flavor	NOUN
ajst-26214	71	28	raw	raw	ADJ
ajst-26214	71	29	wine	wine	NOUN
ajst-26214	71	30	table	table	NOUN
ajst-26214	71	31	2	2	NUM
ajst-26214	71	32	.	.	PUNCT
ajst-26214	72	1	volatile	volatile	ADJ
ajst-26214	72	2	compounds	compound	NOUN
ajst-26214	72	3	content	content	NOUN
ajst-26214	72	4	information	information	NOUN
ajst-26214	72	5	(	(	PUNCT
ajst-26214	72	6	mg	mg	PROPN
ajst-26214	72	7	/	/	SYM
ajst-26214	72	8	l	l	NOUN
ajst-26214	72	9	)	)	PUNCT
ajst-26214	72	10	serial	serial	ADJ
ajst-26214	72	11	number	number	NOUN
ajst-26214	72	12	compound	compound	NOUN
ajst-26214	72	13	name	name	NOUN
ajst-26214	72	14	contentrange	contentrange	NOUN
ajst-26214	72	15	range	range	VERB
ajst-26214	72	16	1	1	NUM
ajst-26214	72	17	1,1	1,1	NUM
ajst-26214	72	18	-	-	PUNCT
ajst-26214	72	19	diethoxy-3	diethoxy-3	NOUN
ajst-26214	72	20	-	-	ADJ
ajst-26214	72	21	methylbutane	methylbutane	ADJ
ajst-26214	72	22	0~163.67	0~163.67	NUM
ajst-26214	72	23	2	2	NUM
ajst-26214	72	24	ethyl	ethyl	NOUN
ajst-26214	72	25	laurate	laurate	NOUN
ajst-26214	72	26	0~19.38	0~19.38	PROPN
ajst-26214	72	27	3	3	NUM
ajst-26214	72	28	ethyl	ethyl	NOUN
ajst-26214	72	29	nonanoate	nonanoate	NOUN
ajst-26214	72	30	0~17.92	0~17.92	NOUN
ajst-26214	72	31	4	4	NUM
ajst-26214	72	32	ethyl	ethyl	PROPN
ajst-26214	72	33	9	9	NUM
ajst-26214	72	34	-	-	PUNCT
ajst-26214	72	35	hexadecenoate	hexadecenoate	NOUN
ajst-26214	72	36	0~111.94	0~111.94	NOUN
ajst-26214	72	37	5	5	NUM
ajst-26214	72	38	(	(	PUNCT
ajst-26214	72	39	2,2	2,2	NUM
ajst-26214	72	40	-	-	ADJ
ajst-26214	72	41	diethoxyethyl)-benzene	diethoxyethyl)-benzene	ADJ
ajst-26214	72	42	0~10.86	0~10.86	ADJ
ajst-26214	72	43	6	6	NUM
ajst-26214	72	44	ethyl	ethyl	PROPN
ajst-26214	72	45	decanoate	decanoate	VERB
ajst-26214	72	46	3.22~27.79	3.22~27.79	NUM
ajst-26214	72	47	7	7	NUM
ajst-26214	72	48	butyl	butyl	NOUN
ajst-26214	72	49	lactate	lactate	NOUN
ajst-26214	72	50	0~14.7	0~14.7	ADJ
ajst-26214	72	51	8	8	NUM
ajst-26214	72	52	hexyl	hexyl	NOUN
ajst-26214	72	53	acetate	acetate	NOUN
ajst-26214	72	54	0~53.62	0~53.62	ADJ
ajst-26214	72	55	9	9	NUM
ajst-26214	72	56	n	n	CCONJ
ajst-26214	72	57	-	-	PUNCT
ajst-26214	72	58	pentanoic	pentanoic	ADJ
ajst-26214	72	59	acid	acid	NOUN
ajst-26214	72	60	1.57~47.21	1.57~47.21	NUM
ajst-26214	72	61	10	10	NUM
ajst-26214	72	62	isoamyl	isoamyl	NOUN
ajst-26214	72	63	lactate	lactate	NOUN
ajst-26214	72	64	0~22.32	0~22.32	ADJ
ajst-26214	72	65	11	11	NUM
ajst-26214	72	66	propyl	propyl	NOUN
ajst-26214	72	67	caproate	caproate	NOUN
ajst-26214	72	68	0~90.93	0~90.93	PROPN
ajst-26214	72	69	12	12	NUM
ajst-26214	72	70	ethyl	ethyl	PROPN
ajst-26214	72	71	tetradecanoate	tetradecanoate	NOUN
ajst-26214	72	72	3.54~204.84	3.54~204.84	NOUN
ajst-26214	72	73	13	13	NUM
ajst-26214	72	74	isoamyl	isoamyl	NOUN
ajst-26214	72	75	caproate	caproate	NOUN
ajst-26214	72	76	4.47~74.04	4.47~74.04	NUM
ajst-26214	72	77	14	14	NUM
ajst-26214	72	78	ethyl	ethyl	PROPN
ajst-26214	72	79	valerate	valerate	PROPN
ajst-26214	72	80	1.35~246.06	1.35~246.06	PROPN
ajst-26214	72	81	15	15	NUM
ajst-26214	72	82	2	2	NUM
ajst-26214	72	83	-	-	PUNCT
ajst-26214	72	84	methylbutanol	methylbutanol	NOUN
ajst-26214	72	85	0.68~65.73	0.68~65.73	NUM
ajst-26214	72	86	16	16	NUM
ajst-26214	72	87	ethyl	ethyl	PROPN
ajst-26214	72	88	trans	trans	PROPN
ajst-26214	72	89	-	-	PROPN
ajst-26214	72	90	oleate	oleate	ADJ
ajst-26214	72	91	17.34~855.02	17.34~855.02	NUM
ajst-26214	72	92	17	17	NUM
ajst-26214	72	93	ethyl	ethyl	PROPN
ajst-26214	72	94	heptanoate	heptanoate	NOUN
ajst-26214	72	95	17~274.63	17~274.63	NUM
ajst-26214	72	96	18	18	NUM
ajst-26214	72	97	hexyl	hexyl	NOUN
ajst-26214	72	98	caproate	caproate	NOUN
ajst-26214	72	99	20.92~284.69	20.92~284.69	NUM
ajst-26214	72	100	19	19	NUM
ajst-26214	72	101	ethyl	ethyl	PROPN
ajst-26214	72	102	2	2	NUM
ajst-26214	72	103	-	-	PUNCT
ajst-26214	72	104	hydroxy-4	hydroxy-4	NUM
ajst-26214	72	105	-	-	PUNCT
ajst-26214	72	106	methyl	methyl	NOUN
ajst-26214	72	107	-	-	PUNCT
ajst-26214	72	108	pentanoate	pentanoate	NOUN
ajst-26214	72	109	0~87.1	0~87.1	VERB
ajst-26214	72	110	20	20	NUM
ajst-26214	72	111	butyric	butyric	ADJ
ajst-26214	72	112	acid	acid	NOUN
ajst-26214	72	113	23.01~188.34	23.01~188.34	NUM
ajst-26214	72	114	21	21	NUM
ajst-26214	72	115	ethyl	ethyl	PROPN
ajst-26214	72	116	hexadecanoate	hexadecanoate	VERB
ajst-26214	72	117	24.86~1454.88	24.86~1454.88	NUM
ajst-26214	72	118	22	22	NUM
ajst-26214	72	119	ethyl	ethyl	PROPN
ajst-26214	72	120	caprylate	caprylate	NOUN
ajst-26214	73	1	22.65~404.03	22.65~404.03	NUM
ajst-26214	73	2	23	23	NUM
ajst-26214	73	3	2	2	NUM
ajst-26214	73	4	-	-	PUNCT
ajst-26214	73	5	ethylbutyric	ethylbutyric	ADJ
ajst-26214	73	6	acid	acid	NOUN
ajst-26214	73	7	181.82~181.82	181.82~181.82	NUM
ajst-26214	73	8	24	24	NUM
ajst-26214	73	9	hexanoic	hexanoic	ADJ
ajst-26214	73	10	acid	acid	NOUN
ajst-26214	73	11	62.61~387.76	62.61~387.76	NUM
ajst-26214	73	12	25	25	NUM
ajst-26214	73	13	isoamyl	isoamyl	NOUN
ajst-26214	73	14	alcohol	alcohol	NOUN
ajst-26214	73	15	0~181.19	0~181.19	NOUN
ajst-26214	73	16	186	186	NUM
ajst-26214	73	17	26	26	NUM
ajst-26214	73	18	acetic	acetic	ADJ
ajst-26214	73	19	acid	acid	NOUN
ajst-26214	73	20	68.48~295.48	68.48~295.48	NUM
ajst-26214	73	21	27	27	NUM
ajst-26214	73	22	ethyl	ethyl	NOUN
ajst-26214	73	23	hexanoate	hexanoate	NOUN
ajst-26214	73	24	114.49~3684.09	114.49~3684.09	NUM
ajst-26214	73	25	28	28	NUM
ajst-26214	73	26	ethyl	ethyl	PROPN
ajst-26214	73	27	l(-)-lactate	l(-)-lactate	PROPN
ajst-26214	73	28	151.17~720.82	151.17~720.82	NUM
ajst-26214	73	29	29	29	NUM
ajst-26214	73	30	ethyl	ethyl	PROPN
ajst-26214	73	31	heptadecanoate	heptadecanoate	PROPN
ajst-26214	73	32	0~16.43	0~16.43	PROPN
ajst-26214	73	33	30	30	NUM
ajst-26214	73	34	ethyl	ethyl	PROPN
ajst-26214	73	35	pentadecanoate	pentadecanoate	NOUN
ajst-26214	73	36	0~37.96	0~37.96	PROPN
ajst-26214	73	37	31	31	NUM
ajst-26214	73	38	hexyl	hexyl	NOUN
ajst-26214	73	39	formate	formate	NOUN
ajst-26214	73	40	0~156.14	0~156.14	NUM
ajst-26214	73	41	32	32	NUM
ajst-26214	73	42	ethyl	ethyl	PROPN
ajst-26214	73	43	octadecanoate	octadecanoate	NOUN
ajst-26214	73	44	0~99.91	0~99.91	NOUN
ajst-26214	73	45	33	33	NUM
ajst-26214	73	46	ethyl	ethyl	PROPN
ajst-26214	73	47	linolenate	linolenate	PROPN
ajst-26214	73	48	0~199.55	0~199.55	PROPN
ajst-26214	73	49	34	34	NUM
ajst-26214	73	50	ethyl	ethyl	PROPN
ajst-26214	73	51	oleate	oleate	PROPN
ajst-26214	73	52	0~4.57	0~4.57	PROPN
ajst-26214	73	53	35	35	NUM
ajst-26214	73	54	butyl	butyl	NOUN
ajst-26214	73	55	caproate	caproate	NOUN
ajst-26214	73	56	12.4~189.14	12.4~189.14	NUM
ajst-26214	73	57	36	36	NUM
ajst-26214	73	58	ethyl	ethyl	PROPN
ajst-26214	73	59	linoleate	linoleate	NOUN
ajst-26214	73	60	28.19~1298.21	28.19~1298.21	NUM
ajst-26214	73	61	37	37	NUM
ajst-26214	73	62	palmitic	palmitic	ADJ
ajst-26214	73	63	acid	acid	NOUN
ajst-26214	73	64	0~179.98	0~179.98	NUM
ajst-26214	73	65	38	38	NUM
ajst-26214	73	66	2	2	NUM
ajst-26214	73	67	-	-	PUNCT
ajst-26214	73	68	heptanol	heptanol	NOUN
ajst-26214	73	69	0~4.29	0~4.29	NOUN
ajst-26214	73	70	39	39	NUM
ajst-26214	73	71	isobutyl	isobutyl	NOUN
ajst-26214	73	72	caproate	caproate	NOUN
ajst-26214	73	73	0~11.23	0~11.23	PROPN
ajst-26214	74	1	40	40	NUM
ajst-26214	74	2	hexamethylcyclotrisiloxane	hexamethylcyclotrisiloxane	NOUN
ajst-26214	74	3	0~6.26	0~6.26	NOUN
ajst-26214	74	4	41	41	NUM
ajst-26214	74	5	pentyl	pentyl	NOUN
ajst-26214	74	6	caproate	caproate	NOUN
ajst-26214	74	7	0~42.87	0~42.87	NOUN
ajst-26214	74	8	42	42	NUM
ajst-26214	74	9	ethyl	ethyl	PROPN
ajst-26214	74	10	3	3	NUM
ajst-26214	74	11	-	-	PUNCT
ajst-26214	74	12	phenylpropionate	phenylpropionate	ADJ
ajst-26214	74	13	0~73.5	0~73.5	ADJ
ajst-26214	74	14	43	43	NUM
ajst-26214	74	15	ethyl	ethyl	PROPN
ajst-26214	74	16	phenylacetate	phenylacetate	NOUN
ajst-26214	74	17	0~31.09	0~31.09	ADJ
ajst-26214	74	18	44	44	NUM
ajst-26214	74	19	3	3	NUM
ajst-26214	74	20	-	-	PUNCT
ajst-26214	74	21	methyl-2	methyl-2	NOUN
ajst-26214	74	22	-	-	NOUN
ajst-26214	74	23	butanol	butanol	NOUN
ajst-26214	74	24	0~4.2	0~4.2	NOUN
ajst-26214	74	25	45	45	NUM
ajst-26214	74	26	butyl	butyl	NOUN
ajst-26214	74	27	butyrate	butyrate	NOUN
ajst-26214	74	28	0~30.21	0~30.21	PROPN
ajst-26214	74	29	46	46	NUM
ajst-26214	74	30	butyl	butyl	NOUN
ajst-26214	74	31	isovalerate	isovalerate	NOUN
ajst-26214	74	32	0~5.98	0~5.98	NUM
ajst-26214	74	33	47	47	NUM
ajst-26214	74	34	6,10,14	6,10,14	NUM
ajst-26214	74	35	-	-	PUNCT
ajst-26214	74	36	trimethyl-2	trimethyl-2	NUM
ajst-26214	74	37	-	-	PUNCT
ajst-26214	74	38	pentadecanone	pentadecanone	NOUN
ajst-26214	74	39	0~10.78	0~10.78	NOUN
ajst-26214	74	40	48	48	NUM
ajst-26214	74	41	(	(	PUNCT
ajst-26214	74	42	2r,3r)-(-)-2,3	2r,3r)-(-)-2,3	NOUN
ajst-26214	74	43	-	-	PUNCT
ajst-26214	74	44	butanediol	butanediol	NOUN
ajst-26214	74	45	0~30.66	0~30.66	NOUN
ajst-26214	74	46	49	49	NUM
ajst-26214	74	47	pentyl	pentyl	NOUN
ajst-26214	74	48	butyrate	butyrate	NOUN
ajst-26214	74	49	0~10.61	0~10.61	NOUN
ajst-26214	74	50	50	50	NUM
ajst-26214	74	51	3	3	NUM
ajst-26214	74	52	-	-	PUNCT
ajst-26214	74	53	methyl-2	methyl-2	NUM
ajst-26214	74	54	-	-	PUNCT
ajst-26214	74	55	hexanol	hexanol	NOUN
ajst-26214	74	56	0~4.03	0~4.03	NOUN
ajst-26214	74	57	51	51	NUM
ajst-26214	74	58	p	p	NOUN
ajst-26214	74	59	-	-	PUNCT
ajst-26214	74	60	cresol	cresol	NOUN
ajst-26214	74	61	0~17.27	0~17.27	ADJ
ajst-26214	74	62	52	52	NUM
ajst-26214	74	63	isobutyric	isobutyric	NOUN
ajst-26214	74	64	acid	acid	NOUN
ajst-26214	74	65	0~16.1	0~16.1	NOUN
ajst-26214	74	66	53	53	NUM
ajst-26214	74	67	phenethyl	phenethyl	PROPN
ajst-26214	74	68	alcohol	alcohol	PROPN
ajst-26214	74	69	0~13.52	0~13.52	ADJ
ajst-26214	74	70	54	54	NUM
ajst-26214	74	71	isoamyl	isoamyl	NOUN
ajst-26214	74	72	butyrate	butyrate	NOUN
ajst-26214	74	73	0~9.45	0~9.45	NOUN
ajst-26214	74	74	55	55	NUM
ajst-26214	74	75	isoamyl	isoamyl	NOUN
ajst-26214	74	76	acetate	acetate	NOUN
ajst-26214	74	77	0~18.5	0~18.5	PROPN
ajst-26214	75	1	56	56	NUM
ajst-26214	75	2	nonanal	nonanal	ADJ
ajst-26214	75	3	0~3.15	0~3.15	NUM
ajst-26214	75	4	57	57	NUM
ajst-26214	75	5	isoamyl	isoamyl	NOUN
ajst-26214	75	6	valerate	valerate	NOUN
ajst-26214	75	7	0~2.92	0~2.92	NOUN
ajst-26214	75	8	58	58	NUM
ajst-26214	75	9	3	3	NUM
ajst-26214	75	10	-	-	PUNCT
ajst-26214	75	11	hydroxy-2	hydroxy-2	NOUN
ajst-26214	75	12	-	-	PUNCT
ajst-26214	75	13	butanone	butanone	NOUN
ajst-26214	75	14	0~4.81	0~4.81	NOUN
ajst-26214	75	15	59	59	NUM
ajst-26214	75	16	heptyl	heptyl	NOUN
ajst-26214	75	17	valerate	valerate	NOUN
ajst-26214	75	18	0~5.53	0~5.53	NOUN
ajst-26214	75	19	60	60	NUM
ajst-26214	75	20	2	2	NUM
ajst-26214	75	21	-	-	PUNCT
ajst-26214	75	22	tert	tert	NOUN
ajst-26214	75	23	-	-	PUNCT
ajst-26214	75	24	butyl-3	butyl-3	NUM
ajst-26214	75	25	-	-	PUNCT
ajst-26214	75	26	methyl	methyl	NOUN
ajst-26214	75	27	-	-	PUNCT
ajst-26214	75	28	oxirane	oxirane	NOUN
ajst-26214	75	29	0~204.9	0~204.9	PROPN
ajst-26214	75	30	61	61	NUM
ajst-26214	75	31	diethyl	diethyl	NOUN
ajst-26214	75	32	succinate	succinate	NOUN
ajst-26214	75	33	0~15.5	0~15.5	NOUN
ajst-26214	75	34	62	62	NUM
ajst-26214	75	35	octanoic	octanoic	ADJ
ajst-26214	75	36	acid	acid	NOUN
ajst-26214	75	37	0~57.66	0~57.66	ADP
ajst-26214	75	38	63	63	NUM
ajst-26214	75	39	1,2	1,2	NUM
ajst-26214	75	40	-	-	PUNCT
ajst-26214	75	41	propanediol	propanediol	NOUN
ajst-26214	75	42	0~41.66	0~41.66	NOUN
ajst-26214	75	43	64	64	NUM
ajst-26214	75	44	ethyl	ethyl	PROPN
ajst-26214	75	45	10	10	NUM
ajst-26214	75	46	-	-	PUNCT
ajst-26214	75	47	undecenoate	undecenoate	NOUN
ajst-26214	75	48	0~12.95	0~12.95	NOUN
ajst-26214	75	49	65	65	NUM
ajst-26214	75	50	hexanal	hexanal	ADJ
ajst-26214	75	51	0~3.36	0~3.36	NUM
ajst-26214	75	52	66	66	NUM
ajst-26214	75	53	heptanoic	heptanoic	ADJ
ajst-26214	75	54	acid	acid	NOUN
ajst-26214	75	55	0~25.78	0~25.78	PROPN
ajst-26214	75	56	67	67	NUM
ajst-26214	75	57	cis-8,11,14	cis-8,11,14	ADV
ajst-26214	75	58	-	-	PUNCT
ajst-26214	75	59	eicosatrienoic	eicosatrienoic	ADJ
ajst-26214	75	60	acid	acid	NOUN
ajst-26214	75	61	0~9	0~9	X
ajst-26214	75	62	68	68	NUM
ajst-26214	75	63	ethyl	ethyl	PROPN
ajst-26214	75	64	methylpentanoate	methylpentanoate	NOUN
ajst-26214	75	65	0~8.03	0~8.03	NOUN
ajst-26214	75	66	69	69	NUM
ajst-26214	75	67	benzaldehyde	benzaldehyde	NOUN
ajst-26214	75	68	0~2.76	0~2.76	NUM
ajst-26214	75	69	70	70	NUM
ajst-26214	75	70	ethyl	ethyl	PROPN
ajst-26214	75	71	benzoate	benzoate	NOUN
ajst-26214	75	72	0~2.42	0~2.42	NOUN
ajst-26214	75	73	71	71	NUM
ajst-26214	75	74	octyl	octyl	NOUN
ajst-26214	75	75	formate	formate	NOUN
ajst-26214	75	76	0~9.51	0~9.51	PROPN
ajst-26214	75	77	72	72	NUM
ajst-26214	75	78	ethyl	ethyl	PROPN
ajst-26214	75	79	butyrate	butyrate	PROPN
ajst-26214	75	80	0~24.58	0~24.58	PROPN
ajst-26214	75	81	73	73	NUM
ajst-26214	75	82	butyl	butyl	NOUN
ajst-26214	75	83	valerate	valerate	NOUN
ajst-26214	75	84	0~6.91	0~6.91	PROPN
ajst-26214	75	85	74	74	NUM
ajst-26214	75	86	2	2	NUM
ajst-26214	75	87	-	-	PUNCT
ajst-26214	75	88	ethyl-2	ethyl-2	NUM
ajst-26214	75	89	-	-	PUNCT
ajst-26214	75	90	methyl-1,3	methyl-1,3	NOUN
ajst-26214	75	91	-	-	PUNCT
ajst-26214	75	92	propanediol	propanediol	NOUN
ajst-26214	75	93	0~3.22	0~3.22	NOUN
ajst-26214	75	94	75	75	NUM
ajst-26214	75	95	phenethyl	phenethyl	NOUN
ajst-26214	75	96	acetate	acetate	PROPN
ajst-26214	75	97	0~3.42	0~3.42	NUM
ajst-26214	75	98	76	76	NUM
ajst-26214	75	99	2	2	NUM
ajst-26214	75	100	-	-	PUNCT
ajst-26214	75	101	phenylethyl	phenylethyl	NOUN
ajst-26214	75	102	hexanoate	hexanoate	NOUN
ajst-26214	75	103	0~17.8	0~17.8	NOUN
ajst-26214	75	104	as	as	SCONJ
ajst-26214	75	105	can	can	AUX
ajst-26214	75	106	be	be	AUX
ajst-26214	75	107	seen	see	VERB
ajst-26214	75	108	from	from	ADP
ajst-26214	75	109	table	table	NOUN
ajst-26214	75	110	2	2	NUM
ajst-26214	75	111	,	,	PUNCT
ajst-26214	75	112	a	a	DET
ajst-26214	75	113	total	total	NOUN
ajst-26214	75	114	of	of	ADP
ajst-26214	75	115	76	76	NUM
ajst-26214	75	116	volatile	volatile	ADJ
ajst-26214	75	117	substances	substance	NOUN
ajst-26214	75	118	were	be	AUX
ajst-26214	75	119	isolated	isolate	VERB
ajst-26214	75	120	and	and	CCONJ
ajst-26214	75	121	identified	identify	VERB
ajst-26214	75	122	from	from	ADP
ajst-26214	75	123	all	all	DET
ajst-26214	75	124	the	the	DET
ajst-26214	75	125	original	original	ADJ
ajst-26214	75	126	wine	wine	NOUN
ajst-26214	75	127	samples	sample	NOUN
ajst-26214	75	128	,	,	PUNCT
ajst-26214	75	129	of	of	ADP
ajst-26214	75	130	which	which	PRON
ajst-26214	75	131	the	the	DET
ajst-26214	75	132	esters	ester	NOUN
ajst-26214	75	133	were	be	AUX
ajst-26214	75	134	the	the	DET
ajst-26214	75	135	most	most	ADV
ajst-26214	75	136	abundant	abundant	ADJ
ajst-26214	75	137	,	,	PUNCT
ajst-26214	75	138	totaling	total	VERB
ajst-26214	75	139	47	47	NUM
ajst-26214	75	140	;	;	PUNCT
ajst-26214	75	141	there	there	PRON
ajst-26214	75	142	were	be	VERB
ajst-26214	75	143	also	also	ADV
ajst-26214	75	144	9	9	NUM
ajst-26214	75	145	acid	acid	NOUN
ajst-26214	75	146	compounds	compound	NOUN
ajst-26214	75	147	(	(	PUNCT
ajst-26214	75	148	except	except	SCONJ
ajst-26214	75	149	for	for	ADP
ajst-26214	75	150	2ethylbutyric	2ethylbutyric	NUM
ajst-26214	75	151	acid	acid	NOUN
ajst-26214	75	152	)	)	PUNCT
ajst-26214	75	153	;	;	PUNCT
ajst-26214	75	154	9	9	NUM
ajst-26214	75	155	alcohol	alcohol	NOUN
ajst-26214	75	156	compounds	compound	NOUN
ajst-26214	75	157	;	;	PUNCT
ajst-26214	75	158	5	5	NUM
ajst-26214	75	159	aldehydes	aldehyde	NOUN
ajst-26214	75	160	and	and	CCONJ
ajst-26214	75	161	ketones	ketone	NOUN
ajst-26214	75	162	;	;	PUNCT
ajst-26214	75	163	and	and	CCONJ
ajst-26214	75	164	5	5	NUM
ajst-26214	75	165	other	other	ADJ
ajst-26214	75	166	compounds	compound	NOUN
ajst-26214	75	167	,	,	PUNCT
ajst-26214	75	168	which	which	PRON
ajst-26214	75	169	is	be	AUX
ajst-26214	75	170	in	in	ADP
ajst-26214	75	171	line	line	NOUN
ajst-26214	75	172	with	with	ADP
ajst-26214	75	173	the	the	DET
ajst-26214	75	174	research	research	NOUN
ajst-26214	75	175	result	result	NOUN
ajst-26214	75	176	that	that	SCONJ
ajst-26214	75	177	ester	ester	NOUN
ajst-26214	75	178	compounds	compound	NOUN
ajst-26214	75	179	have	have	AUX
ajst-26214	75	180	the	the	DET
ajst-26214	75	181	richest	rich	ADJ
ajst-26214	75	182	variety	variety	NOUN
ajst-26214	75	183	and	and	CCONJ
ajst-26214	75	184	the	the	DET
ajst-26214	75	185	most	most	ADV
ajst-26214	75	186	abundant	abundant	ADJ
ajst-26214	75	187	content	content	NOUN
ajst-26214	75	188	in	in	ADP
ajst-26214	75	189	the	the	DET
ajst-26214	75	190	strong	strong	ADV
ajst-26214	75	191	-	-	PUNCT
ajst-26214	75	192	flavored	flavor	VERB
ajst-26214	75	193	white	white	ADJ
ajst-26214	75	194	wine	wine	NOUN
ajst-26214	75	195	[	[	X
ajst-26214	75	196	29	29	NUM
ajst-26214	75	197	]	]	PUNCT
ajst-26214	75	198	.	.	PUNCT
ajst-26214	76	1	3.2	3.2	NUM
ajst-26214	76	2	.	.	PUNCT
ajst-26214	77	1	feature	feature	NOUN
ajst-26214	77	2	extraction	extraction	NOUN
ajst-26214	77	3	and	and	CCONJ
ajst-26214	77	4	original	original	ADJ
ajst-26214	77	5	wine	wine	NOUN
ajst-26214	77	6	grade	grade	NOUN
ajst-26214	77	7	identification	identification	NOUN
ajst-26214	77	8	modeling	modeling	NOUN
ajst-26214	77	9	stratified	stratify	VERB
ajst-26214	77	10	sampling	sampling	NOUN
ajst-26214	77	11	was	be	AUX
ajst-26214	77	12	used	use	VERB
ajst-26214	77	13	to	to	PART
ajst-26214	77	14	divide	divide	VERB
ajst-26214	77	15	the	the	DET
ajst-26214	77	16	256	256	NUM
ajst-26214	77	17	raw	raw	ADJ
ajst-26214	77	18	wine	wine	NOUN
ajst-26214	77	19	samples	sample	NOUN
ajst-26214	77	20	into	into	ADP
ajst-26214	77	21	a	a	DET
ajst-26214	77	22	training	training	NOUN
ajst-26214	77	23	set	set	NOUN
ajst-26214	77	24	and	and	CCONJ
ajst-26214	77	25	a	a	DET
ajst-26214	77	26	test	test	NOUN
ajst-26214	77	27	set	set	VERB
ajst-26214	77	28	in	in	ADP
ajst-26214	77	29	the	the	DET
ajst-26214	77	30	ratio	ratio	NOUN
ajst-26214	77	31	of	of	ADP
ajst-26214	77	32	7:3	7:3	NUM
ajst-26214	77	33	.	.	PUNCT
ajst-26214	78	1	the	the	DET
ajst-26214	78	2	training	training	NOUN
ajst-26214	78	3	set	set	NOUN
ajst-26214	78	4	was	be	AUX
ajst-26214	78	5	used	use	VERB
ajst-26214	78	6	for	for	ADP
ajst-26214	78	7	feature	feature	NOUN
ajst-26214	78	8	selection	selection	NOUN
ajst-26214	78	9	and	and	CCONJ
ajst-26214	78	10	model	model	NOUN
ajst-26214	78	11	construction	construction	NOUN
ajst-26214	78	12	,	,	PUNCT
ajst-26214	78	13	and	and	CCONJ
ajst-26214	78	14	the	the	DET
ajst-26214	78	15	test	test	NOUN
ajst-26214	78	16	set	set	NOUN
ajst-26214	78	17	was	be	AUX
ajst-26214	78	18	used	use	VERB
ajst-26214	78	19	for	for	ADP
ajst-26214	78	20	model	model	NOUN
ajst-26214	78	21	prediction	prediction	NOUN
ajst-26214	78	22	.	.	PUNCT
ajst-26214	79	1	the	the	DET
ajst-26214	79	2	76	76	NUM
ajst-26214	79	3	feature	feature	NOUN
ajst-26214	79	4	compounds	compound	NOUN
ajst-26214	79	5	in	in	ADP
ajst-26214	79	6	table	table	NOUN
ajst-26214	79	7	2	2	NUM
ajst-26214	79	8	were	be	AUX
ajst-26214	79	9	feature	feature	NOUN
ajst-26214	79	10	extracted	extract	VERB
ajst-26214	79	11	using	use	VERB
ajst-26214	79	12	pca	pca	PROPN
ajst-26214	79	13	and	and	CCONJ
ajst-26214	79	14	kpca	kpca	PROPN
ajst-26214	79	15	.	.	PUNCT
ajst-26214	80	1	in	in	ADP
ajst-26214	80	2	general	general	ADJ
ajst-26214	80	3	,	,	PUNCT
ajst-26214	80	4	the	the	DET
ajst-26214	80	5	principal	principal	ADJ
ajst-26214	80	6	components	component	NOUN
ajst-26214	80	7	187	187	NUM
ajst-26214	80	8	with	with	ADP
ajst-26214	80	9	cumulative	cumulative	ADJ
ajst-26214	80	10	variance	variance	NOUN
ajst-26214	80	11	contribution	contribution	NOUN
ajst-26214	80	12	rate	rate	NOUN
ajst-26214	80	13	>	>	NOUN
ajst-26214	80	14	95	95	NUM
ajst-26214	80	15	%	%	NOUN
ajst-26214	80	16	were	be	AUX
ajst-26214	80	17	selected	select	VERB
ajst-26214	80	18	to	to	PART
ajst-26214	80	19	fully	fully	ADV
ajst-26214	80	20	characterize	characterize	VERB
ajst-26214	80	21	the	the	DET
ajst-26214	80	22	structural	structural	ADJ
ajst-26214	80	23	information	information	NOUN
ajst-26214	80	24	of	of	ADP
ajst-26214	80	25	the	the	DET
ajst-26214	80	26	original	original	ADJ
ajst-26214	80	27	data	datum	NOUN
ajst-26214	80	28	,	,	PUNCT
ajst-26214	80	29	so	so	CCONJ
ajst-26214	80	30	the	the	DET
ajst-26214	80	31	principal	principal	ADJ
ajst-26214	80	32	components	component	NOUN
ajst-26214	80	33	with	with	ADP
ajst-26214	80	34	cumulative	cumulative	ADJ
ajst-26214	80	35	variance	variance	NOUN
ajst-26214	80	36	contribution	contribution	NOUN
ajst-26214	80	37	rate	rate	NOUN
ajst-26214	80	38	of	of	ADP
ajst-26214	80	39	95	95	NUM
ajst-26214	80	40	%	%	NOUN
ajst-26214	80	41	were	be	AUX
ajst-26214	80	42	retained	retain	VERB
ajst-26214	80	43	,	,	PUNCT
ajst-26214	80	44	and	and	CCONJ
ajst-26214	80	45	the	the	DET
ajst-26214	80	46	variance	variance	NOUN
ajst-26214	80	47	contribution	contribution	NOUN
ajst-26214	80	48	rate	rate	NOUN
ajst-26214	80	49	and	and	CCONJ
ajst-26214	80	50	cumulative	cumulative	ADJ
ajst-26214	80	51	variance	variance	NOUN
ajst-26214	80	52	contribution	contribution	NOUN
ajst-26214	80	53	rate	rate	NOUN
ajst-26214	80	54	of	of	ADP
ajst-26214	80	55	each	each	DET
ajst-26214	80	56	principal	principal	ADJ
ajst-26214	80	57	component	component	NOUN
ajst-26214	80	58	are	be	AUX
ajst-26214	80	59	shown	show	VERB
ajst-26214	80	60	in	in	ADP
ajst-26214	80	61	fig	fig	NOUN
ajst-26214	80	62	.	.	PUNCT
ajst-26214	81	1	2	2	X
ajst-26214	81	2	.	.	X
ajst-26214	81	3	(	(	PUNCT
ajst-26214	81	4	a	a	X
ajst-26214	81	5	)	)	PUNCT
ajst-26214	81	6	(	(	PUNCT
ajst-26214	81	7	b	b	X
ajst-26214	81	8	)	)	PUNCT
ajst-26214	81	9	figure	figure	NOUN
ajst-26214	81	10	2	2	NUM
ajst-26214	81	11	.	.	PUNCT
ajst-26214	81	12	pareto	pareto	VERB
ajst-26214	81	13	chart	chart	NOUN
ajst-26214	81	14	of	of	ADP
ajst-26214	81	15	principal	principal	ADJ
ajst-26214	81	16	components	component	NOUN
ajst-26214	81	17	based	base	VERB
ajst-26214	81	18	on	on	ADP
ajst-26214	81	19	raw	raw	ADJ
ajst-26214	81	20	data	datum	NOUN
ajst-26214	81	21	as	as	SCONJ
ajst-26214	81	22	can	can	AUX
ajst-26214	81	23	be	be	AUX
ajst-26214	81	24	seen	see	VERB
ajst-26214	81	25	from	from	ADP
ajst-26214	81	26	fig	fig	NOUN
ajst-26214	81	27	.	.	PUNCT
ajst-26214	82	1	2	2	NUM
ajst-26214	82	2	,	,	PUNCT
ajst-26214	82	3	the	the	DET
ajst-26214	82	4	cumulative	cumulative	ADJ
ajst-26214	82	5	variance	variance	NOUN
ajst-26214	82	6	contribution	contribution	NOUN
ajst-26214	82	7	rate	rate	NOUN
ajst-26214	82	8	of	of	ADP
ajst-26214	82	9	the	the	DET
ajst-26214	82	10	first	first	ADJ
ajst-26214	82	11	31	31	NUM
ajst-26214	82	12	principal	principal	ADJ
ajst-26214	82	13	components	component	NOUN
ajst-26214	82	14	of	of	ADP
ajst-26214	82	15	pca	pca	PROPN
ajst-26214	82	16	is	be	AUX
ajst-26214	82	17	95.12	95.12	NUM
ajst-26214	82	18	%	%	NOUN
ajst-26214	82	19	,	,	PUNCT
ajst-26214	82	20	and	and	CCONJ
ajst-26214	82	21	the	the	DET
ajst-26214	82	22	cumulative	cumulative	ADJ
ajst-26214	82	23	variance	variance	NOUN
ajst-26214	82	24	contribution	contribution	NOUN
ajst-26214	82	25	rate	rate	NOUN
ajst-26214	82	26	of	of	ADP
ajst-26214	82	27	the	the	DET
ajst-26214	82	28	first	first	ADJ
ajst-26214	82	29	39	39	NUM
ajst-26214	82	30	principal	principal	ADJ
ajst-26214	82	31	components	component	NOUN
ajst-26214	82	32	of	of	ADP
ajst-26214	82	33	kpca	kpca	PROPN
ajst-26214	82	34	is	be	AUX
ajst-26214	82	35	95.02	95.02	NUM
ajst-26214	82	36	%	%	NOUN
ajst-26214	82	37	.	.	PUNCT
ajst-26214	83	1	therefore	therefore	ADV
ajst-26214	83	2	,	,	PUNCT
ajst-26214	83	3	the	the	DET
ajst-26214	83	4	first	first	ADJ
ajst-26214	83	5	31	31	NUM
ajst-26214	83	6	principal	principal	ADJ
ajst-26214	83	7	components	component	NOUN
ajst-26214	83	8	of	of	ADP
ajst-26214	83	9	pca	pca	PROPN
ajst-26214	83	10	and	and	CCONJ
ajst-26214	83	11	the	the	DET
ajst-26214	83	12	first	first	ADJ
ajst-26214	83	13	39	39	NUM
ajst-26214	83	14	principal	principal	ADJ
ajst-26214	83	15	components	component	NOUN
ajst-26214	83	16	of	of	ADP
ajst-26214	83	17	kpca	kpca	PROPN
ajst-26214	83	18	are	be	AUX
ajst-26214	83	19	selected	select	VERB
ajst-26214	83	20	as	as	ADP
ajst-26214	83	21	the	the	DET
ajst-26214	83	22	inputs	input	NOUN
ajst-26214	83	23	,	,	PUNCT
ajst-26214	83	24	and	and	CCONJ
ajst-26214	83	25	the	the	DET
ajst-26214	83	26	grade	grade	NOUN
ajst-26214	83	27	of	of	ADP
ajst-26214	83	28	the	the	DET
ajst-26214	83	29	original	original	ADJ
ajst-26214	83	30	wine	wine	NOUN
ajst-26214	83	31	is	be	AUX
ajst-26214	83	32	taken	take	VERB
ajst-26214	83	33	as	as	ADP
ajst-26214	83	34	the	the	DET
ajst-26214	83	35	output	output	NOUN
ajst-26214	83	36	,	,	PUNCT
ajst-26214	83	37	and	and	CCONJ
ajst-26214	83	38	the	the	DET
ajst-26214	83	39	original	original	ADJ
ajst-26214	83	40	wine	wine	NOUN
ajst-26214	83	41	grade	grade	NOUN
ajst-26214	83	42	is	be	AUX
ajst-26214	83	43	established	establish	VERB
ajst-26214	83	44	based	base	VERB
ajst-26214	83	45	on	on	ADP
ajst-26214	83	46	the	the	DET
ajst-26214	83	47	svm	svm	PROPN
ajst-26214	83	48	,	,	PUNCT
ajst-26214	83	49	xgboost	xgboost	ADV
ajst-26214	83	50	,	,	PUNCT
ajst-26214	83	51	and	and	CCONJ
ajst-26214	84	1	bp	bp	PROPN
ajst-26214	84	2	neural	neural	ADJ
ajst-26214	84	3	network	network	NOUN
ajst-26214	84	4	,	,	PUNCT
ajst-26214	84	5	respectively	respectively	ADV
ajst-26214	84	6	.	.	PUNCT
ajst-26214	85	1	grade	grade	NOUN
ajst-26214	85	2	identification	identification	NOUN
ajst-26214	85	3	model	model	NOUN
ajst-26214	85	4	,	,	PUNCT
ajst-26214	85	5	and	and	CCONJ
ajst-26214	85	6	its	its	PRON
ajst-26214	85	7	modeling	modeling	NOUN
ajst-26214	85	8	results	result	NOUN
ajst-26214	85	9	are	be	AUX
ajst-26214	85	10	shown	show	VERB
ajst-26214	85	11	in	in	ADP
ajst-26214	85	12	table	table	NOUN
ajst-26214	85	13	3	3	NUM
ajst-26214	85	14	.	.	PUNCT
ajst-26214	85	15	table	table	NOUN
ajst-26214	85	16	3	3	NUM
ajst-26214	85	17	.	.	PUNCT
ajst-26214	85	18	identification	identification	NOUN
ajst-26214	85	19	results	result	NOUN
ajst-26214	85	20	based	base	VERB
ajst-26214	85	21	on	on	ADP
ajst-26214	85	22	feature	feature	NOUN
ajst-26214	85	23	extraction	extraction	NOUN
ajst-26214	85	24	of	of	ADP
ajst-26214	85	25	raw	raw	ADJ
ajst-26214	85	26	data	datum	NOUN
ajst-26214	85	27	combined	combine	VERB
ajst-26214	85	28	with	with	ADP
ajst-26214	85	29	different	different	ADJ
ajst-26214	85	30	models	model	NOUN
ajst-26214	85	31	model	model	VERB
ajst-26214	85	32	original	original	ADJ
ajst-26214	85	33	training	training	NOUN
ajst-26214	85	34	set%	set%	PROPN
ajst-26214	85	35	test	test	NOUN
ajst-26214	85	36	set%	set%	NOUN
ajst-26214	85	37	svm	svm	VERB
ajst-26214	85	38	98.88	98.88	NUM
ajst-26214	85	39	89.61	89.61	NUM
ajst-26214	85	40	xgboost	xgboost	ADP
ajst-26214	85	41	100	100	NUM
ajst-26214	85	42	89.61	89.61	NUM
ajst-26214	85	43	bp	bp	PROPN
ajst-26214	85	44	neural	neural	ADJ
ajst-26214	85	45	network	network	NOUN
ajst-26214	85	46	100	100	NUM
ajst-26214	85	47	88.31	88.31	NUM
ajst-26214	85	48	model	model	NOUN
ajst-26214	85	49	pca	pca	PROPN
ajst-26214	85	50	correction	correction	NOUN
ajst-26214	85	51	set%	set%	PROPN
ajst-26214	85	52	prediction	prediction	NOUN
ajst-26214	85	53	set%	set%	NOUN
ajst-26214	85	54	svm	svm	VERB
ajst-26214	85	55	100	100	NUM
ajst-26214	85	56	84.42	84.42	NUM
ajst-26214	85	57	xgboost	xgboost	ADV
ajst-26214	85	58	100	100	NUM
ajst-26214	85	59	79.22	79.22	NUM
ajst-26214	85	60	bp	bp	PROPN
ajst-26214	85	61	neural	neural	ADJ
ajst-26214	85	62	network	network	NOUN
ajst-26214	85	63	100	100	NUM
ajst-26214	85	64	72.73	72.73	NUM
ajst-26214	85	65	model	model	NOUN
ajst-26214	85	66	kpca	kpca	PROPN
ajst-26214	85	67	correction	correction	NOUN
ajst-26214	85	68	set%	set%	PROPN
ajst-26214	85	69	prediction	prediction	NOUN
ajst-26214	85	70	set%	set%	NOUN
ajst-26214	85	71	svm	svm	VERB
ajst-26214	85	72	98.32	98.32	NUM
ajst-26214	85	73	85.71	85.71	NUM
ajst-26214	85	74	xgboost	xgboost	ADV
ajst-26214	85	75	100	100	NUM
ajst-26214	85	76	81.82	81.82	NUM
ajst-26214	85	77	bp	bp	PROPN
ajst-26214	85	78	neural	neural	ADJ
ajst-26214	85	79	network	network	NOUN
ajst-26214	85	80	100	100	NUM
ajst-26214	85	81	84.42	84.42	NUM
ajst-26214	85	82	188	188	NUM
ajst-26214	85	83	as	as	SCONJ
ajst-26214	85	84	can	can	AUX
ajst-26214	85	85	be	be	AUX
ajst-26214	85	86	seen	see	VERB
ajst-26214	85	87	from	from	ADP
ajst-26214	85	88	table	table	NOUN
ajst-26214	85	89	3	3	NUM
ajst-26214	85	90	,	,	PUNCT
ajst-26214	85	91	the	the	DET
ajst-26214	85	92	prediction	prediction	NOUN
ajst-26214	85	93	accuracies	accuracy	NOUN
ajst-26214	85	94	of	of	ADP
ajst-26214	85	95	the	the	DET
ajst-26214	85	96	classification	classification	NOUN
ajst-26214	85	97	models	model	NOUN
ajst-26214	85	98	established	establish	VERB
ajst-26214	85	99	by	by	ADP
ajst-26214	85	100	direct	direct	ADJ
ajst-26214	85	101	feature	feature	NOUN
ajst-26214	85	102	extraction	extraction	NOUN
ajst-26214	85	103	on	on	ADP
ajst-26214	85	104	the	the	DET
ajst-26214	85	105	original	original	ADJ
ajst-26214	85	106	data	datum	NOUN
ajst-26214	85	107	all	all	PRON
ajst-26214	85	108	decreased	decrease	VERB
ajst-26214	85	109	on	on	ADP
ajst-26214	85	110	the	the	DET
ajst-26214	85	111	basis	basis	NOUN
ajst-26214	85	112	of	of	ADP
ajst-26214	85	113	the	the	DET
ajst-26214	85	114	original	original	ADJ
ajst-26214	85	115	data	datum	NOUN
ajst-26214	85	116	,	,	PUNCT
ajst-26214	85	117	which	which	PRON
ajst-26214	85	118	may	may	AUX
ajst-26214	85	119	be	be	AUX
ajst-26214	85	120	due	due	ADJ
ajst-26214	85	121	to	to	ADP
ajst-26214	85	122	the	the	DET
ajst-26214	85	123	fact	fact	NOUN
ajst-26214	85	124	that	that	SCONJ
ajst-26214	85	125	the	the	DET
ajst-26214	85	126	changes	change	NOUN
ajst-26214	85	127	in	in	ADP
ajst-26214	85	128	the	the	DET
ajst-26214	85	129	content	content	NOUN
ajst-26214	85	130	of	of	ADP
ajst-26214	85	131	some	some	DET
ajst-26214	85	132	compounds	compound	NOUN
ajst-26214	85	133	in	in	ADP
ajst-26214	85	134	the	the	DET
ajst-26214	85	135	original	original	ADJ
ajst-26214	85	136	wine	wine	NOUN
ajst-26214	85	137	do	do	AUX
ajst-26214	85	138	not	not	PART
ajst-26214	85	139	have	have	AUX
ajst-26214	85	140	a	a	DET
ajst-26214	85	141	positive	positive	ADJ
ajst-26214	85	142	effect	effect	NOUN
ajst-26214	85	143	on	on	ADP
ajst-26214	85	144	the	the	DET
ajst-26214	85	145	grade	grade	NOUN
ajst-26214	85	146	identification	identification	NOUN
ajst-26214	85	147	of	of	ADP
ajst-26214	85	148	the	the	DET
ajst-26214	85	149	original	original	ADJ
ajst-26214	85	150	wine	wine	NOUN
ajst-26214	85	151	,	,	PUNCT
ajst-26214	85	152	which	which	PRON
ajst-26214	85	153	belongs	belong	VERB
ajst-26214	85	154	to	to	ADP
ajst-26214	85	155	the	the	DET
ajst-26214	85	156	redundant	redundant	ADJ
ajst-26214	85	157	features	feature	NOUN
ajst-26214	85	158	,	,	PUNCT
ajst-26214	85	159	and	and	CCONJ
ajst-26214	85	160	the	the	DET
ajst-26214	85	161	existence	existence	NOUN
ajst-26214	85	162	of	of	ADP
ajst-26214	85	163	the	the	DET
ajst-26214	85	164	redundant	redundant	ADJ
ajst-26214	85	165	features	feature	NOUN
ajst-26214	85	166	may	may	AUX
ajst-26214	85	167	affect	affect	VERB
ajst-26214	85	168	the	the	DET
ajst-26214	85	169	condensation	condensation	NOUN
ajst-26214	85	170	of	of	ADP
ajst-26214	85	171	the	the	DET
ajst-26214	85	172	feature	feature	NOUN
ajst-26214	85	173	information	information	NOUN
ajst-26214	85	174	by	by	ADP
ajst-26214	85	175	the	the	DET
ajst-26214	85	176	pca	pca	PROPN
ajst-26214	85	177	and	and	CCONJ
ajst-26214	85	178	the	the	DET
ajst-26214	85	179	kpca	kpca	NOUN
ajst-26214	85	180	,	,	PUNCT
ajst-26214	85	181	so	so	SCONJ
ajst-26214	85	182	it	it	PRON
ajst-26214	85	183	is	be	AUX
ajst-26214	85	184	proposed	propose	VERB
ajst-26214	85	185	to	to	PART
ajst-26214	85	186	carry	carry	VERB
ajst-26214	85	187	out	out	ADP
ajst-26214	85	188	a	a	DET
ajst-26214	85	189	feature	feature	NOUN
ajst-26214	85	190	screening	screening	NOUN
ajst-26214	85	191	process	process	NOUN
ajst-26214	85	192	before	before	ADP
ajst-26214	85	193	feature	feature	NOUN
ajst-26214	85	194	extraction	extraction	NOUN
ajst-26214	85	195	.	.	PUNCT
ajst-26214	86	1	therefore	therefore	ADV
ajst-26214	86	2	,	,	PUNCT
ajst-26214	86	3	it	it	PRON
ajst-26214	86	4	is	be	AUX
ajst-26214	86	5	proposed	propose	VERB
ajst-26214	86	6	to	to	PART
ajst-26214	86	7	perform	perform	VERB
ajst-26214	86	8	feature	feature	NOUN
ajst-26214	86	9	screening	screening	NOUN
ajst-26214	86	10	before	before	ADP
ajst-26214	86	11	feature	feature	NOUN
ajst-26214	86	12	extraction	extraction	NOUN
ajst-26214	86	13	to	to	PART
ajst-26214	86	14	retain	retain	VERB
ajst-26214	86	15	the	the	DET
ajst-26214	86	16	features	feature	NOUN
ajst-26214	86	17	that	that	PRON
ajst-26214	86	18	have	have	VERB
ajst-26214	86	19	a	a	DET
ajst-26214	86	20	greater	great	ADJ
ajst-26214	86	21	impact	impact	NOUN
ajst-26214	86	22	on	on	ADP
ajst-26214	86	23	the	the	DET
ajst-26214	86	24	grade	grade	NOUN
ajst-26214	86	25	classification	classification	NOUN
ajst-26214	86	26	of	of	ADP
ajst-26214	86	27	the	the	DET
ajst-26214	86	28	original	original	ADJ
ajst-26214	86	29	wine	wine	NOUN
ajst-26214	86	30	.	.	PUNCT
ajst-26214	87	1	correlation	correlation	NOUN
ajst-26214	87	2	analysis	analysis	NOUN
ajst-26214	87	3	can	can	AUX
ajst-26214	87	4	determine	determine	VERB
ajst-26214	87	5	the	the	DET
ajst-26214	87	6	degree	degree	NOUN
ajst-26214	87	7	of	of	ADP
ajst-26214	87	8	correlation	correlation	NOUN
ajst-26214	87	9	between	between	ADP
ajst-26214	87	10	the	the	DET
ajst-26214	87	11	compounds	compound	NOUN
ajst-26214	87	12	and	and	CCONJ
ajst-26214	87	13	the	the	DET
ajst-26214	87	14	grade	grade	NOUN
ajst-26214	87	15	of	of	ADP
ajst-26214	87	16	the	the	DET
ajst-26214	87	17	original	original	ADJ
ajst-26214	87	18	wine	wine	NOUN
ajst-26214	87	19	,	,	PUNCT
ajst-26214	87	20	so	so	SCONJ
ajst-26214	87	21	as	as	SCONJ
ajst-26214	87	22	to	to	PART
ajst-26214	87	23	determine	determine	VERB
ajst-26214	87	24	which	which	DET
ajst-26214	87	25	feature	feature	NOUN
ajst-26214	87	26	compounds	compound	NOUN
ajst-26214	87	27	are	be	AUX
ajst-26214	87	28	more	more	ADV
ajst-26214	87	29	important	important	ADJ
ajst-26214	87	30	for	for	ADP
ajst-26214	87	31	the	the	DET
ajst-26214	87	32	identification	identification	NOUN
ajst-26214	87	33	of	of	ADP
ajst-26214	87	34	the	the	DET
ajst-26214	87	35	grade	grade	NOUN
ajst-26214	87	36	of	of	ADP
ajst-26214	87	37	the	the	DET
ajst-26214	87	38	original	original	ADJ
ajst-26214	87	39	wine	wine	NOUN
ajst-26214	87	40	.	.	PUNCT
ajst-26214	88	1	therefore	therefore	ADV
ajst-26214	88	2	,	,	PUNCT
ajst-26214	88	3	the	the	DET
ajst-26214	88	4	spearman	spearman	NOUN
ajst-26214	88	5	rank	rank	NOUN
ajst-26214	88	6	correlation	correlation	NOUN
ajst-26214	88	7	coefficient	coefficient	NOUN
ajst-26214	88	8	was	be	AUX
ajst-26214	88	9	used	use	VERB
ajst-26214	88	10	to	to	PART
ajst-26214	88	11	analyze	analyze	VERB
ajst-26214	88	12	the	the	DET
ajst-26214	88	13	correlation	correlation	NOUN
ajst-26214	88	14	between	between	ADP
ajst-26214	88	15	the	the	DET
ajst-26214	88	16	76	76	NUM
ajst-26214	88	17	detected	detect	VERB
ajst-26214	88	18	feature	feature	NOUN
ajst-26214	88	19	compounds	compound	NOUN
ajst-26214	88	20	and	and	CCONJ
ajst-26214	88	21	the	the	DET
ajst-26214	88	22	grades	grade	NOUN
ajst-26214	88	23	of	of	ADP
ajst-26214	88	24	the	the	DET
ajst-26214	88	25	original	original	ADJ
ajst-26214	88	26	wines	wine	NOUN
ajst-26214	88	27	before	before	ADP
ajst-26214	88	28	feature	feature	NOUN
ajst-26214	88	29	extraction	extraction	NOUN
ajst-26214	88	30	by	by	ADP
ajst-26214	88	31	pca	pca	PROPN
ajst-26214	88	32	and	and	CCONJ
ajst-26214	88	33	kpca	kpca	NOUN
ajst-26214	88	34	,	,	PUNCT
ajst-26214	88	35	and	and	CCONJ
ajst-26214	88	36	the	the	DET
ajst-26214	88	37	features	feature	NOUN
ajst-26214	88	38	with	with	ADP
ajst-26214	88	39	a	a	DET
ajst-26214	88	40	higher	high	ADJ
ajst-26214	88	41	correlation	correlation	NOUN
ajst-26214	88	42	with	with	ADP
ajst-26214	88	43	the	the	DET
ajst-26214	88	44	grades	grade	NOUN
ajst-26214	88	45	of	of	ADP
ajst-26214	88	46	the	the	DET
ajst-26214	88	47	original	original	ADJ
ajst-26214	88	48	wines	wine	NOUN
ajst-26214	88	49	were	be	AUX
ajst-26214	88	50	selected	select	VERB
ajst-26214	88	51	by	by	ADP
ajst-26214	88	52	setting	set	VERB
ajst-26214	88	53	the	the	DET
ajst-26214	88	54	correlation	correlation	NOUN
ajst-26214	88	55	coefficient	coefficient	NOUN
ajst-26214	88	56	threshold	threshold	NOUN
ajst-26214	88	57	at	at	ADP
ajst-26214	88	58	0.5	0.5	NUM
ajst-26214	88	59	for	for	ADP
ajst-26214	88	60	the	the	DET
ajst-26214	88	61	subsequent	subsequent	ADJ
ajst-26214	88	62	analysis	analysis	NOUN
ajst-26214	88	63	,	,	PUNCT
ajst-26214	88	64	and	and	CCONJ
ajst-26214	88	65	the	the	DET
ajst-26214	88	66	correlation	correlation	NOUN
ajst-26214	88	67	coefficients	coefficient	VERB
ajst-26214	88	68	with	with	ADP
ajst-26214	88	69	a	a	DET
ajst-26214	88	70	correlation	correlation	NOUN
ajst-26214	88	71	coefficient	coefficient	NOUN
ajst-26214	88	72	of	of	ADP
ajst-26214	88	73	more	more	ADJ
ajst-26214	88	74	than	than	ADP
ajst-26214	88	75	0.5	0.5	NUM
ajst-26214	88	76	for	for	ADP
ajst-26214	88	77	the	the	DET
ajst-26214	88	78	grades	grade	NOUN
ajst-26214	88	79	of	of	ADP
ajst-26214	88	80	the	the	DET
ajst-26214	88	81	substances	substance	NOUN
ajst-26214	88	82	are	be	AUX
ajst-26214	88	83	shown	show	VERB
ajst-26214	88	84	in	in	ADP
ajst-26214	88	85	fig	fig	NOUN
ajst-26214	88	86	.	.	PUNCT
ajst-26214	89	1	3	3	X
ajst-26214	89	2	.	.	X
ajst-26214	89	3	power	power	NOUN
ajst-26214	89	4	diagram	diagram	PROPN
ajst-26214	89	5	.	.	PUNCT
ajst-26214	90	1	figure	figure	NOUN
ajst-26214	90	2	3	3	NUM
ajst-26214	90	3	.	.	PUNCT
ajst-26214	90	4	heat	heat	NOUN
ajst-26214	90	5	map	map	NOUN
ajst-26214	90	6	of	of	ADP
ajst-26214	90	7	spearman	spearman	NOUN
ajst-26214	90	8	's	's	PART
ajst-26214	90	9	rank	rank	NOUN
ajst-26214	90	10	correlation	correlation	NOUN
ajst-26214	90	11	coefficient	coefficient	NOUN
ajst-26214	90	12	(	(	PUNCT
ajst-26214	90	13	rs>0.5	rs>0.5	NOUN
ajst-26214	90	14	)	)	PUNCT
ajst-26214	90	15	as	as	SCONJ
ajst-26214	90	16	can	can	AUX
ajst-26214	90	17	be	be	AUX
ajst-26214	90	18	seen	see	VERB
ajst-26214	90	19	in	in	ADP
ajst-26214	90	20	fig	fig	NOUN
ajst-26214	90	21	.	.	PUNCT
ajst-26214	91	1	3	3	NUM
ajst-26214	91	2	,	,	PUNCT
ajst-26214	91	3	there	there	PRON
ajst-26214	91	4	were	be	VERB
ajst-26214	91	5	35	35	NUM
ajst-26214	91	6	feature	feature	NOUN
ajst-26214	91	7	compounds	compound	NOUN
ajst-26214	91	8	with	with	ADP
ajst-26214	91	9	greater	great	ADJ
ajst-26214	91	10	correlation	correlation	NOUN
ajst-26214	91	11	with	with	ADP
ajst-26214	91	12	the	the	DET
ajst-26214	91	13	grade	grade	NOUN
ajst-26214	91	14	of	of	ADP
ajst-26214	91	15	the	the	DET
ajst-26214	91	16	original	original	ADJ
ajst-26214	91	17	wine	wine	NOUN
ajst-26214	91	18	selected	select	VERB
ajst-26214	91	19	by	by	ADP
ajst-26214	91	20	setting	set	VERB
ajst-26214	91	21	the	the	DET
ajst-26214	91	22	spearman	spearman	NOUN
ajst-26214	91	23	correlation	correlation	NOUN
ajst-26214	91	24	coefficient	coefficient	NOUN
ajst-26214	91	25	threshold	threshold	NOUN
ajst-26214	91	26	to	to	ADP
ajst-26214	91	27	0.5	0.5	NUM
ajst-26214	91	28	,	,	PUNCT
ajst-26214	91	29	and	and	CCONJ
ajst-26214	91	30	then	then	ADV
ajst-26214	91	31	the	the	DET
ajst-26214	91	32	35	35	NUM
ajst-26214	91	33	feature	feature	NOUN
ajst-26214	91	34	compounds	compound	NOUN
ajst-26214	91	35	screened	screen	VERB
ajst-26214	91	36	were	be	AUX
ajst-26214	91	37	subjected	subject	VERB
ajst-26214	91	38	to	to	ADP
ajst-26214	91	39	secondary	secondary	ADJ
ajst-26214	91	40	feature	feature	NOUN
ajst-26214	91	41	extraction	extraction	NOUN
ajst-26214	91	42	by	by	ADP
ajst-26214	91	43	using	use	VERB
ajst-26214	91	44	pca	pca	PROPN
ajst-26214	91	45	and	and	CCONJ
ajst-26214	91	46	kpca	kpca	PROPN
ajst-26214	91	47	,	,	PUNCT
ajst-26214	91	48	which	which	PRON
ajst-26214	91	49	transformed	transform	VERB
ajst-26214	91	50	the	the	DET
ajst-26214	91	51	feature	feature	NOUN
ajst-26214	91	52	compounds	compound	NOUN
ajst-26214	91	53	with	with	ADP
ajst-26214	91	54	stronger	strong	ADJ
ajst-26214	91	55	correlation	correlation	NOUN
ajst-26214	91	56	into	into	ADP
ajst-26214	91	57	a	a	DET
ajst-26214	91	58	set	set	NOUN
ajst-26214	91	59	of	of	ADP
ajst-26214	91	60	linearly	linearly	ADV
ajst-26214	91	61	uncorrelated	uncorrelated	ADJ
ajst-26214	91	62	feature	feature	NOUN
ajst-26214	91	63	variables	variable	NOUN
ajst-26214	91	64	,	,	PUNCT
ajst-26214	91	65	and	and	CCONJ
ajst-26214	91	66	obtained	obtain	VERB
ajst-26214	91	67	the	the	DET
ajst-26214	91	68	cumulative	cumulative	ADJ
ajst-26214	91	69	variance	variance	NOUN
ajst-26214	91	70	contribution	contribution	NOUN
ajst-26214	91	71	rate	rate	NOUN
ajst-26214	91	72	of	of	ADP
ajst-26214	91	73	>	>	X
ajst-26214	91	74	95	95	NUM
ajst-26214	91	75	%	%	NOUN
ajst-26214	91	76	.	.	PUNCT
ajst-26214	92	1	the	the	DET
ajst-26214	92	2	results	result	NOUN
ajst-26214	92	3	of	of	ADP
ajst-26214	92	4	feature	feature	NOUN
ajst-26214	92	5	extraction	extraction	NOUN
ajst-26214	92	6	are	be	AUX
ajst-26214	92	7	shown	show	VERB
ajst-26214	92	8	in	in	ADP
ajst-26214	92	9	figure	figure	NOUN
ajst-26214	92	10	4	4	NUM
ajst-26214	92	11	.	.	PUNCT
ajst-26214	93	1	as	as	SCONJ
ajst-26214	93	2	can	can	AUX
ajst-26214	93	3	be	be	AUX
ajst-26214	93	4	seen	see	VERB
ajst-26214	93	5	from	from	ADP
ajst-26214	93	6	fig	fig	NOUN
ajst-26214	93	7	.	.	PUNCT
ajst-26214	94	1	4	4	NUM
ajst-26214	94	2	,	,	PUNCT
ajst-26214	94	3	using	use	VERB
ajst-26214	94	4	pca	pca	PROPN
ajst-26214	94	5	and	and	CCONJ
ajst-26214	94	6	kpca	kpca	PROPN
ajst-26214	94	7	for	for	ADP
ajst-26214	94	8	secondary	secondary	ADJ
ajst-26214	94	9	feature	feature	NOUN
ajst-26214	94	10	extraction	extraction	NOUN
ajst-26214	94	11	of	of	ADP
ajst-26214	94	12	the	the	DET
ajst-26214	94	13	35	35	NUM
ajst-26214	94	14	feature	feature	NOUN
ajst-26214	94	15	compounds	compound	NOUN
ajst-26214	94	16	selected	select	VERB
ajst-26214	94	17	by	by	ADP
ajst-26214	94	18	spearman	spearman	NOUN
ajst-26214	94	19	,	,	PUNCT
ajst-26214	94	20	the	the	DET
ajst-26214	94	21	number	number	NOUN
ajst-26214	94	22	of	of	ADP
ajst-26214	94	23	principal	principal	ADJ
ajst-26214	94	24	components	component	NOUN
ajst-26214	94	25	with	with	ADP
ajst-26214	94	26	a	a	DET
ajst-26214	94	27	cumulative	cumulative	ADJ
ajst-26214	94	28	variance	variance	NOUN
ajst-26214	94	29	contribution	contribution	NOUN
ajst-26214	94	30	rate	rate	NOUN
ajst-26214	94	31	of	of	ADP
ajst-26214	94	32	95	95	NUM
ajst-26214	94	33	%	%	NOUN
ajst-26214	94	34	were	be	AUX
ajst-26214	94	35	9	9	NUM
ajst-26214	94	36	and	and	CCONJ
ajst-26214	94	37	12	12	NUM
ajst-26214	94	38	,	,	PUNCT
ajst-26214	94	39	respectively	respectively	ADV
ajst-26214	94	40	,	,	PUNCT
ajst-26214	94	41	which	which	PRON
ajst-26214	94	42	retained	retain	VERB
ajst-26214	94	43	fewer	few	ADJ
ajst-26214	94	44	feature	feature	NOUN
ajst-26214	94	45	dimensions	dimension	NOUN
ajst-26214	94	46	compared	compare	VERB
ajst-26214	94	47	to	to	ADP
ajst-26214	94	48	the	the	DET
ajst-26214	94	49	direct	direct	ADJ
ajst-26214	94	50	feature	feature	NOUN
ajst-26214	94	51	extraction	extraction	NOUN
ajst-26214	94	52	of	of	ADP
ajst-26214	94	53	the	the	DET
ajst-26214	94	54	original	original	ADJ
ajst-26214	94	55	data	datum	NOUN
ajst-26214	94	56	,	,	PUNCT
ajst-26214	94	57	and	and	CCONJ
ajst-26214	94	58	the	the	DET
ajst-26214	94	59	model	model	NOUN
ajst-26214	94	60	prediction	prediction	NOUN
ajst-26214	94	61	results	result	NOUN
ajst-26214	94	62	of	of	ADP
ajst-26214	94	63	the	the	DET
ajst-26214	94	64	original	original	ADJ
ajst-26214	94	65	wine	wine	NOUN
ajst-26214	94	66	grade	grade	NOUN
ajst-26214	94	67	identification	identification	NOUN
ajst-26214	94	68	model	model	NOUN
ajst-26214	94	69	established	establish	VERB
ajst-26214	94	70	based	base	VERB
ajst-26214	94	71	on	on	ADP
ajst-26214	94	72	the	the	DET
ajst-26214	94	73	retained	retain	VERB
ajst-26214	94	74	principal	principal	ADJ
ajst-26214	94	75	components	component	NOUN
ajst-26214	94	76	are	be	AUX
ajst-26214	94	77	shown	show	VERB
ajst-26214	94	78	in	in	ADP
ajst-26214	94	79	table	table	NOUN
ajst-26214	94	80	6	6	NUM
ajst-26214	94	81	.	.	NOUN
ajst-26214	94	82	189	189	NUM
ajst-26214	94	83	(	(	PUNCT
ajst-26214	94	84	a	a	NOUN
ajst-26214	94	85	)	)	PUNCT
ajst-26214	94	86	(	(	PUNCT
ajst-26214	94	87	b	b	X
ajst-26214	94	88	)	)	PUNCT
ajst-26214	94	89	figure	figure	NOUN
ajst-26214	94	90	4	4	NUM
ajst-26214	94	91	.	.	PUNCT
ajst-26214	94	92	pareto	pareto	VERB
ajst-26214	94	93	chart	chart	NOUN
ajst-26214	94	94	for	for	ADP
ajst-26214	94	95	secondary	secondary	ADJ
ajst-26214	94	96	feature	feature	NOUN
ajst-26214	94	97	extraction	extraction	NOUN
ajst-26214	94	98	based	base	VERB
ajst-26214	94	99	on	on	ADP
ajst-26214	94	100	spearman	spearman	NOUN
ajst-26214	94	101	feature	feature	NOUN
ajst-26214	94	102	screening	screen	VERB
ajst-26214	94	103	figure	figure	NOUN
ajst-26214	94	104	notes	note	NOUN
ajst-26214	94	105	:	:	PUNCT
ajst-26214	94	106	(	(	PUNCT
ajst-26214	94	107	a	a	X
ajst-26214	94	108	)	)	PUNCT
ajst-26214	94	109	principal	principal	ADJ
ajst-26214	94	110	component	component	NOUN
ajst-26214	94	111	pareto	pareto	VERB
ajst-26214	94	112	chart	chart	NOUN
ajst-26214	94	113	;	;	PUNCT
ajst-26214	94	114	(	(	PUNCT
ajst-26214	94	115	b	b	X
ajst-26214	94	116	)	)	PUNCT
ajst-26214	94	117	nuclear	nuclear	ADJ
ajst-26214	94	118	principal	principal	ADJ
ajst-26214	94	119	component	component	NOUN
ajst-26214	94	120	pareto	pareto	VERB
ajst-26214	94	121	chart	chart	NOUN
ajst-26214	94	122	table	table	NOUN
ajst-26214	94	123	4	4	NUM
ajst-26214	94	124	.	.	PUNCT
ajst-26214	94	125	identification	identification	NOUN
ajst-26214	94	126	results	result	NOUN
ajst-26214	94	127	based	base	VERB
ajst-26214	94	128	on	on	ADP
ajst-26214	94	129	secondary	secondary	ADJ
ajst-26214	94	130	feature	feature	NOUN
ajst-26214	94	131	extraction	extraction	NOUN
ajst-26214	94	132	combined	combine	VERB
ajst-26214	94	133	with	with	ADP
ajst-26214	94	134	different	different	ADJ
ajst-26214	94	135	classification	classification	NOUN
ajst-26214	94	136	models	model	NOUN
ajst-26214	94	137	model	model	VERB
ajst-26214	94	138	spearman	spearman	NOUN
ajst-26214	94	139	correction	correction	NOUN
ajst-26214	94	140	set%	set%	PROPN
ajst-26214	94	141	prediction	prediction	NOUN
ajst-26214	94	142	set%	set%	NOUN
ajst-26214	94	143	svm	svm	VERB
ajst-26214	94	144	98.88	98.88	NUM
ajst-26214	94	145	92.21	92.21	NUM
ajst-26214	94	146	xgboost	xgboost	CCONJ
ajst-26214	95	1	99.44	99.44	NUM
ajst-26214	95	2	88.31	88.31	NUM
ajst-26214	95	3	bp	bp	PROPN
ajst-26214	95	4	neural	neural	ADJ
ajst-26214	95	5	network	network	NOUN
ajst-26214	95	6	100	100	NUM
ajst-26214	95	7	89.61	89.61	NUM
ajst-26214	95	8	model	model	NOUN
ajst-26214	95	9	spearman	spearman	NOUN
ajst-26214	95	10	-	-	PUNCT
ajst-26214	95	11	pca	pca	PROPN
ajst-26214	95	12	correction	correction	NOUN
ajst-26214	95	13	set%	set%	PROPN
ajst-26214	95	14	prediction	prediction	NOUN
ajst-26214	95	15	set%	set%	NOUN
ajst-26214	95	16	svm	svm	VERB
ajst-26214	95	17	100	100	NUM
ajst-26214	95	18	87.01	87.01	NUM
ajst-26214	95	19	xgboost	xgboost	ADP
ajst-26214	96	1	99.44	99.44	NUM
ajst-26214	96	2	90.91	90.91	NUM
ajst-26214	96	3	bp	bp	PROPN
ajst-26214	96	4	neural	neural	PROPN
ajst-26214	96	5	network	network	PROPN
ajst-26214	96	6	100	100	NUM
ajst-26214	96	7	90.91	90.91	NUM
ajst-26214	96	8	model	model	NOUN
ajst-26214	96	9	spearman	spearman	NOUN
ajst-26214	96	10	-	-	PUNCT
ajst-26214	96	11	kpca	kpca	PROPN
ajst-26214	96	12	correction	correction	NOUN
ajst-26214	96	13	set%	set%	PROPN
ajst-26214	96	14	prediction	prediction	NOUN
ajst-26214	96	15	set%	set%	NOUN
ajst-26214	96	16	svm	svm	VERB
ajst-26214	96	17	98.32	98.32	NUM
ajst-26214	96	18	92.21	92.21	NUM
ajst-26214	96	19	xgboost	xgboost	ADV
ajst-26214	97	1	100	100	NUM
ajst-26214	97	2	90.91	90.91	NUM
ajst-26214	97	3	bp	bp	PROPN
ajst-26214	97	4	neural	neural	PROPN
ajst-26214	97	5	network	network	NOUN
ajst-26214	97	6	99.44	99.44	NUM
ajst-26214	97	7	96.10	96.10	NUM
ajst-26214	97	8	as	as	SCONJ
ajst-26214	97	9	can	can	AUX
ajst-26214	97	10	be	be	AUX
ajst-26214	97	11	seen	see	VERB
ajst-26214	97	12	from	from	ADP
ajst-26214	97	13	table	table	NOUN
ajst-26214	97	14	4	4	NUM
ajst-26214	97	15	,	,	PUNCT
ajst-26214	97	16	the	the	DET
ajst-26214	97	17	prediction	prediction	NOUN
ajst-26214	97	18	effect	effect	NOUN
ajst-26214	97	19	of	of	ADP
ajst-26214	97	20	the	the	DET
ajst-26214	97	21	classification	classification	NOUN
ajst-26214	97	22	model	model	NOUN
ajst-26214	97	23	established	establish	VERB
ajst-26214	97	24	by	by	ADP
ajst-26214	97	25	pca	pca	PROPN
ajst-26214	97	26	and	and	CCONJ
ajst-26214	97	27	kpca	kpca	NOUN
ajst-26214	97	28	combined	combine	VERB
ajst-26214	97	29	with	with	ADP
ajst-26214	97	30	spearman	spearman	NOUN
ajst-26214	97	31	secondary	secondary	ADJ
ajst-26214	97	32	feature	feature	NOUN
ajst-26214	97	33	extraction	extraction	NOUN
ajst-26214	97	34	is	be	AUX
ajst-26214	97	35	better	well	ADJ
ajst-26214	97	36	than	than	ADP
ajst-26214	97	37	that	that	PRON
ajst-26214	97	38	of	of	ADP
ajst-26214	97	39	direct	direct	ADJ
ajst-26214	97	40	feature	feature	NOUN
ajst-26214	97	41	extraction	extraction	NOUN
ajst-26214	97	42	of	of	ADP
ajst-26214	97	43	the	the	DET
ajst-26214	97	44	original	original	ADJ
ajst-26214	97	45	data	datum	NOUN
ajst-26214	97	46	by	by	ADP
ajst-26214	97	47	pca	pca	PROPN
ajst-26214	97	48	and	and	CCONJ
ajst-26214	97	49	kpca	kpca	PROPN
ajst-26214	97	50	,	,	PUNCT
ajst-26214	97	51	which	which	PRON
ajst-26214	97	52	is	be	AUX
ajst-26214	97	53	due	due	ADJ
ajst-26214	97	54	to	to	ADP
ajst-26214	97	55	the	the	DET
ajst-26214	97	56	fact	fact	NOUN
ajst-26214	97	57	that	that	SCONJ
ajst-26214	97	58	the	the	DET
ajst-26214	97	59	feature	feature	NOUN
ajst-26214	97	60	compounds	compound	VERB
ajst-26214	97	61	that	that	PRON
ajst-26214	97	62	have	have	VERB
ajst-26214	97	63	a	a	DET
ajst-26214	97	64	greater	great	ADJ
ajst-26214	97	65	impact	impact	NOUN
ajst-26214	97	66	on	on	ADP
ajst-26214	97	67	the	the	DET
ajst-26214	97	68	grading	grading	NOUN
ajst-26214	97	69	of	of	ADP
ajst-26214	97	70	the	the	DET
ajst-26214	97	71	original	original	ADJ
ajst-26214	97	72	wine	wine	NOUN
ajst-26214	97	73	are	be	AUX
ajst-26214	97	74	retained	retain	VERB
ajst-26214	97	75	through	through	ADP
ajst-26214	97	76	the	the	DET
ajst-26214	97	77	correlation	correlation	NOUN
ajst-26214	97	78	analysis	analysis	NOUN
ajst-26214	97	79	of	of	ADP
ajst-26214	97	80	spearman	spearman	NOUN
ajst-26214	97	81	,	,	PUNCT
ajst-26214	97	82	so	so	SCONJ
ajst-26214	97	83	that	that	SCONJ
ajst-26214	97	84	the	the	DET
ajst-26214	97	85	principal	principal	ADJ
ajst-26214	97	86	components	component	NOUN
ajst-26214	97	87	of	of	ADP
ajst-26214	97	88	the	the	DET
ajst-26214	97	89	secondary	secondary	ADJ
ajst-26214	97	90	feature	feature	NOUN
ajst-26214	97	91	extraction	extraction	NOUN
ajst-26214	97	92	are	be	AUX
ajst-26214	97	93	better	well	ADJ
ajst-26214	97	94	able	able	ADJ
ajst-26214	97	95	to	to	PART
ajst-26214	97	96	characterize	characterize	VERB
ajst-26214	97	97	the	the	DET
ajst-26214	97	98	quality	quality	NOUN
ajst-26214	97	99	of	of	ADP
ajst-26214	97	100	the	the	DET
ajst-26214	97	101	original	original	ADJ
ajst-26214	97	102	wine	wine	NOUN
ajst-26214	97	103	.	.	PUNCT
ajst-26214	98	1	this	this	PRON
ajst-26214	98	2	is	be	AUX
ajst-26214	98	3	because	because	SCONJ
ajst-26214	98	4	after	after	ADP
ajst-26214	98	5	spearman	spearman	NOUN
ajst-26214	98	6	correlation	correlation	NOUN
ajst-26214	98	7	analysis	analysis	NOUN
ajst-26214	98	8	,	,	PUNCT
ajst-26214	98	9	the	the	DET
ajst-26214	98	10	characteristic	characteristic	ADJ
ajst-26214	98	11	compounds	compound	NOUN
ajst-26214	98	12	that	that	PRON
ajst-26214	98	13	have	have	VERB
ajst-26214	98	14	a	a	DET
ajst-26214	98	15	greater	great	ADJ
ajst-26214	98	16	influence	influence	NOUN
ajst-26214	98	17	on	on	ADP
ajst-26214	98	18	the	the	DET
ajst-26214	98	19	classification	classification	NOUN
ajst-26214	98	20	of	of	ADP
ajst-26214	98	21	raw	raw	ADJ
ajst-26214	98	22	wine	wine	NOUN
ajst-26214	98	23	grades	grade	NOUN
ajst-26214	98	24	are	be	AUX
ajst-26214	98	25	retained	retain	VERB
ajst-26214	98	26	,	,	PUNCT
ajst-26214	98	27	so	so	SCONJ
ajst-26214	98	28	that	that	SCONJ
ajst-26214	98	29	the	the	DET
ajst-26214	98	30	principal	principal	ADJ
ajst-26214	98	31	components	component	NOUN
ajst-26214	98	32	after	after	ADP
ajst-26214	98	33	secondary	secondary	ADJ
ajst-26214	98	34	feature	feature	NOUN
ajst-26214	98	35	extraction	extraction	NOUN
ajst-26214	98	36	can	can	AUX
ajst-26214	98	37	better	well	ADV
ajst-26214	98	38	characterize	characterize	VERB
ajst-26214	98	39	the	the	DET
ajst-26214	98	40	change	change	NOUN
ajst-26214	98	41	of	of	ADP
ajst-26214	98	42	the	the	DET
ajst-26214	98	43	quality	quality	NOUN
ajst-26214	98	44	of	of	ADP
ajst-26214	98	45	raw	raw	ADJ
ajst-26214	98	46	wine	wine	NOUN
ajst-26214	98	47	;	;	PUNCT
ajst-26214	98	48	the	the	DET
ajst-26214	98	49	prediction	prediction	NOUN
ajst-26214	98	50	accuracy	accuracy	NOUN
ajst-26214	98	51	of	of	ADP
ajst-26214	98	52	the	the	DET
ajst-26214	98	53	model	model	NOUN
ajst-26214	98	54	established	establish	VERB
ajst-26214	98	55	by	by	ADP
ajst-26214	98	56	spearman	spearman	NOUN
ajst-26214	98	57	-	-	PUNCT
ajst-26214	98	58	kpca	kpca	NOUN
ajst-26214	98	59	combined	combine	VERB
ajst-26214	98	60	with	with	ADP
ajst-26214	98	61	svm	svm	PROPN
ajst-26214	98	62	,	,	PUNCT
ajst-26214	98	63	xgboost	xgboost	ADV
ajst-26214	98	64	and	and	CCONJ
ajst-26214	98	65	bp	bp	PROPN
ajst-26214	98	66	neural	neural	ADJ
ajst-26214	98	67	network	network	NOUN
ajst-26214	98	68	is	be	AUX
ajst-26214	98	69	higher	high	ADJ
ajst-26214	98	70	than	than	ADP
ajst-26214	98	71	that	that	PRON
ajst-26214	98	72	of	of	ADP
ajst-26214	98	73	spearman	spearman	NOUN
ajst-26214	98	74	-	-	PUNCT
ajst-26214	98	75	pca	pca	NOUN
ajst-26214	98	76	,	,	PUNCT
ajst-26214	98	77	and	and	CCONJ
ajst-26214	98	78	this	this	PRON
ajst-26214	98	79	may	may	AUX
ajst-26214	98	80	be	be	AUX
ajst-26214	98	81	due	due	ADJ
ajst-26214	98	82	to	to	ADP
ajst-26214	98	83	the	the	DET
ajst-26214	98	84	fact	fact	NOUN
ajst-26214	98	85	that	that	SCONJ
ajst-26214	98	86	the	the	DET
ajst-26214	98	87	change	change	NOUN
ajst-26214	98	88	of	of	ADP
ajst-26214	98	89	the	the	DET
ajst-26214	98	90	content	content	NOUN
ajst-26214	98	91	of	of	ADP
ajst-26214	98	92	the	the	DET
ajst-26214	98	93	substances	substance	NOUN
ajst-26214	98	94	in	in	ADP
ajst-26214	98	95	the	the	DET
ajst-26214	98	96	raw	raw	ADJ
ajst-26214	98	97	wines	wine	NOUN
ajst-26214	98	98	of	of	ADP
ajst-26214	98	99	different	different	ADJ
ajst-26214	98	100	grades	grade	NOUN
ajst-26214	98	101	is	be	AUX
ajst-26214	98	102	not	not	PART
ajst-26214	98	103	simple	simple	ADJ
ajst-26214	98	104	linear	linear	ADJ
ajst-26214	98	105	increase	increase	NOUN
ajst-26214	98	106	or	or	CCONJ
ajst-26214	98	107	decrease	decrease	NOUN
ajst-26214	98	108	.	.	PUNCT
ajst-26214	99	1	kpca	kpca	PROPN
ajst-26214	99	2	introduces	introduce	VERB
ajst-26214	99	3	a	a	DET
ajst-26214	99	4	kernel	kernel	NOUN
ajst-26214	99	5	function	function	NOUN
ajst-26214	99	6	on	on	ADP
ajst-26214	99	7	the	the	DET
ajst-26214	99	8	basis	basis	NOUN
ajst-26214	99	9	of	of	ADP
ajst-26214	99	10	pca	pca	PROPN
ajst-26214	99	11	,	,	PUNCT
ajst-26214	99	12	which	which	PRON
ajst-26214	99	13	can	can	AUX
ajst-26214	99	14	better	well	ADV
ajst-26214	99	15	extract	extract	VERB
ajst-26214	99	16	the	the	DET
ajst-26214	99	17	nonlinear	nonlinear	ADJ
ajst-26214	99	18	information	information	NOUN
ajst-26214	99	19	in	in	ADP
ajst-26214	99	20	the	the	DET
ajst-26214	99	21	data	data	NOUN
ajst-26214	99	22	set	set	VERB
ajst-26214	99	23	;	;	PUNCT
ajst-26214	99	24	among	among	ADP
ajst-26214	99	25	them	they	PRON
ajst-26214	99	26	,	,	PUNCT
ajst-26214	99	27	the	the	DET
ajst-26214	99	28	accuracy	accuracy	NOUN
ajst-26214	99	29	of	of	ADP
ajst-26214	99	30	the	the	DET
ajst-26214	99	31	correction	correction	NOUN
ajst-26214	99	32	set	set	VERB
ajst-26214	99	33	and	and	CCONJ
ajst-26214	99	34	prediction	prediction	NOUN
ajst-26214	99	35	set	set	NOUN
ajst-26214	99	36	of	of	ADP
ajst-26214	99	37	the	the	DET
ajst-26214	99	38	original	original	ADJ
ajst-26214	99	39	190	190	NUM
ajst-26214	99	40	wine	wine	NOUN
ajst-26214	99	41	grade	grade	NOUN
ajst-26214	99	42	identification	identification	NOUN
ajst-26214	99	43	model	model	NOUN
ajst-26214	99	44	established	establish	VERB
ajst-26214	99	45	by	by	ADP
ajst-26214	99	46	spearmankpca	spearmankpca	NOUN
ajst-26214	99	47	in	in	ADP
ajst-26214	99	48	combination	combination	NOUN
ajst-26214	99	49	with	with	ADP
ajst-26214	99	50	bp	bp	PROPN
ajst-26214	99	51	neural	neural	ADJ
ajst-26214	99	52	network	network	NOUN
ajst-26214	99	53	is	be	AUX
ajst-26214	99	54	99.44	99.44	NUM
ajst-26214	99	55	%	%	NOUN
ajst-26214	99	56	and	and	CCONJ
ajst-26214	99	57	96.10	96.10	NUM
ajst-26214	99	58	%	%	NOUN
ajst-26214	99	59	,	,	PUNCT
ajst-26214	99	60	respectively	respectively	ADV
ajst-26214	99	61	,	,	PUNCT
ajst-26214	99	62	and	and	CCONJ
ajst-26214	99	63	the	the	DET
ajst-26214	99	64	prediction	prediction	NOUN
ajst-26214	99	65	effect	effect	NOUN
ajst-26214	99	66	is	be	AUX
ajst-26214	99	67	the	the	DET
ajst-26214	99	68	best	good	ADJ
ajst-26214	99	69	,	,	PUNCT
ajst-26214	99	70	and	and	CCONJ
ajst-26214	99	71	the	the	DET
ajst-26214	99	72	specific	specific	ADJ
ajst-26214	99	73	discriminative	discriminative	NOUN
ajst-26214	99	74	results	result	NOUN
ajst-26214	99	75	of	of	ADP
ajst-26214	99	76	the	the	DET
ajst-26214	99	77	model	model	NOUN
ajst-26214	99	78	are	be	AUX
ajst-26214	99	79	shown	show	VERB
ajst-26214	99	80	in	in	ADP
ajst-26214	99	81	fig	fig	NOUN
ajst-26214	99	82	.	.	PUNCT
ajst-26214	100	1	5	5	NUM
ajst-26214	100	2	,	,	PUNCT
ajst-26214	100	3	and	and	CCONJ
ajst-26214	101	1	the	the	DET
ajst-26214	101	2	confusion	confusion	NOUN
ajst-26214	101	3	matrix	matrix	NOUN
ajst-26214	101	4	of	of	ADP
ajst-26214	101	5	the	the	DET
ajst-26214	101	6	classification	classification	NOUN
ajst-26214	101	7	results	result	NOUN
ajst-26214	101	8	of	of	ADP
ajst-26214	101	9	the	the	DET
ajst-26214	101	10	model	model	NOUN
ajst-26214	101	11	is	be	AUX
ajst-26214	101	12	shown	show	VERB
ajst-26214	101	13	in	in	ADP
ajst-26214	101	14	table	table	NOUN
ajst-26214	101	15	5	5	NUM
ajst-26214	101	16	.	.	PUNCT
ajst-26214	102	1	(	(	PUNCT
ajst-26214	102	2	a	a	X
ajst-26214	102	3	)	)	PUNCT
ajst-26214	102	4	(	(	PUNCT
ajst-26214	102	5	b	b	X
ajst-26214	102	6	)	)	PUNCT
ajst-26214	102	7	figure	figure	NOUN
ajst-26214	102	8	5	5	NUM
ajst-26214	102	9	.	.	PUNCT
ajst-26214	102	10	discriminative	discriminative	NOUN
ajst-26214	102	11	results	result	NOUN
ajst-26214	102	12	of	of	ADP
ajst-26214	102	13	spearman	spearman	NOUN
ajst-26214	102	14	-	-	PUNCT
ajst-26214	102	15	kpca	kpca	PROPN
ajst-26214	102	16	-	-	PUNCT
ajst-26214	102	17	bp	bp	PROPN
ajst-26214	102	18	neural	neural	ADJ
ajst-26214	102	19	network	network	PROPN
ajst-26214	102	20	model	model	NOUN
ajst-26214	102	21	correction	correction	NOUN
ajst-26214	102	22	set	set	VERB
ajst-26214	102	23	and	and	CCONJ
ajst-26214	102	24	prediction	prediction	NOUN
ajst-26214	102	25	set	set	NOUN
ajst-26214	102	26	table	table	NOUN
ajst-26214	102	27	5	5	NUM
ajst-26214	102	28	.	.	PUNCT
ajst-26214	102	29	confusion	confusion	NOUN
ajst-26214	102	30	matrix	matrix	NOUN
ajst-26214	102	31	for	for	ADP
ajst-26214	102	32	discriminatory	discriminatory	ADJ
ajst-26214	102	33	results	result	NOUN
ajst-26214	102	34	of	of	ADP
ajst-26214	102	35	spearman	spearman	NOUN
ajst-26214	102	36	-	-	PUNCT
ajst-26214	102	37	kpca	kpca	PROPN
ajst-26214	102	38	-	-	PUNCT
ajst-26214	102	39	bp	bp	PROPN
ajst-26214	102	40	neural	neural	ADJ
ajst-26214	102	41	network	network	NOUN
ajst-26214	102	42	models	model	NOUN
ajst-26214	102	43	true	true	ADJ
ajst-26214	102	44	category	category	NOUN
ajst-26214	102	45	correction	correction	NOUN
ajst-26214	102	46	set	set	VERB
ajst-26214	102	47	first	first	ADJ
ajst-26214	102	48	drink	drink	NOUN
ajst-26214	102	49	midcourse	midcourse	NOUN
ajst-26214	102	50	wine	wine	NOUN
ajst-26214	102	51	tail	tail	NOUN
ajst-26214	102	52	wine	wine	NOUN
ajst-26214	102	53	accuracy	accuracy	NOUN
ajst-26214	102	54	rate%	rate%	PUNCT
ajst-26214	102	55	first	first	ADV
ajst-26214	102	56	drink	drink	VERB
ajst-26214	102	57	49	49	NUM
ajst-26214	102	58	0	0	NUM
ajst-26214	102	59	1	1	NUM
ajst-26214	102	60	98	98	NUM
ajst-26214	102	61	midcourse	midcourse	NOUN
ajst-26214	102	62	wine	wine	NOUN
ajst-26214	102	63	0	0	NUM
ajst-26214	102	64	75	75	NUM
ajst-26214	102	65	0	0	NUM
ajst-26214	102	66	100	100	NUM
ajst-26214	102	67	tail	tail	NOUN
ajst-26214	102	68	wine	wine	NOUN
ajst-26214	102	69	0	0	NUM
ajst-26214	102	70	0	0	NUM
ajst-26214	102	71	54	54	NUM
ajst-26214	102	72	100	100	NUM
ajst-26214	102	73	true	true	ADJ
ajst-26214	102	74	category	category	NOUN
ajst-26214	102	75	prediction	prediction	NOUN
ajst-26214	102	76	set	set	VERB
ajst-26214	102	77	first	first	ADJ
ajst-26214	102	78	drink	drink	NOUN
ajst-26214	102	79	midcourse	midcourse	NOUN
ajst-26214	102	80	wine	wine	NOUN
ajst-26214	102	81	tail	tail	NOUN
ajst-26214	102	82	wine	wine	NOUN
ajst-26214	102	83	accuracy	accuracy	NOUN
ajst-26214	102	84	rate%	rate%	PUNCT
ajst-26214	102	85	first	first	ADV
ajst-26214	102	86	drink	drink	VERB
ajst-26214	102	87	20	20	NUM
ajst-26214	102	88	2	2	NUM
ajst-26214	102	89	0	0	NUM
ajst-26214	102	90	90.91	90.91	NUM
ajst-26214	102	91	midcourse	midcourse	NOUN
ajst-26214	102	92	wine	wine	NOUN
ajst-26214	102	93	0	0	NUM
ajst-26214	102	94	31	31	NUM
ajst-26214	102	95	1	1	NUM
ajst-26214	102	96	96.88	96.88	NUM
ajst-26214	102	97	tail	tail	NOUN
ajst-26214	102	98	wine	wine	NOUN
ajst-26214	102	99	0	0	NUM
ajst-26214	102	100	0	0	NUM
ajst-26214	102	101	23	23	NUM
ajst-26214	102	102	100	100	NUM
ajst-26214	102	103	as	as	SCONJ
ajst-26214	102	104	can	can	AUX
ajst-26214	102	105	be	be	AUX
ajst-26214	102	106	seen	see	VERB
ajst-26214	102	107	from	from	ADP
ajst-26214	102	108	table	table	NOUN
ajst-26214	102	109	5	5	NUM
ajst-26214	102	110	,	,	PUNCT
ajst-26214	102	111	there	there	PRON
ajst-26214	102	112	were	be	VERB
ajst-26214	102	113	179	179	NUM
ajst-26214	102	114	samples	sample	NOUN
ajst-26214	102	115	in	in	ADP
ajst-26214	102	116	the	the	DET
ajst-26214	102	117	correction	correction	NOUN
ajst-26214	102	118	set	set	VERB
ajst-26214	102	119	of	of	ADP
ajst-26214	102	120	the	the	DET
ajst-26214	102	121	spearman	spearman	NOUN
ajst-26214	102	122	-	-	PUNCT
ajst-26214	102	123	kpca	kpca	PROPN
ajst-26214	102	124	-	-	PUNCT
ajst-26214	102	125	bp	bp	PROPN
ajst-26214	102	126	neural	neural	ADJ
ajst-26214	102	127	network	network	NOUN
ajst-26214	102	128	model	model	NOUN
ajst-26214	102	129	,	,	PUNCT
ajst-26214	102	130	and	and	CCONJ
ajst-26214	102	131	only	only	ADV
ajst-26214	102	132	one	one	NUM
ajst-26214	102	133	sample	sample	NOUN
ajst-26214	102	134	was	be	AUX
ajst-26214	102	135	misclassified	misclassifie	VERB
ajst-26214	102	136	,	,	PUNCT
ajst-26214	102	137	and	and	CCONJ
ajst-26214	102	138	the	the	DET
ajst-26214	102	139	classification	classification	NOUN
ajst-26214	102	140	accuracies	accuracy	NOUN
ajst-26214	102	141	of	of	ADP
ajst-26214	102	142	its	its	PRON
ajst-26214	102	143	head	head	NOUN
ajst-26214	102	144	,	,	PUNCT
ajst-26214	102	145	middle	middle	ADJ
ajst-26214	102	146	,	,	PUNCT
ajst-26214	102	147	and	and	CCONJ
ajst-26214	102	148	tail	tail	NOUN
ajst-26214	102	149	wines	wine	NOUN
ajst-26214	102	150	were	be	AUX
ajst-26214	102	151	98	98	NUM
ajst-26214	102	152	%	%	NOUN
ajst-26214	102	153	,	,	PUNCT
ajst-26214	102	154	100	100	NUM
ajst-26214	102	155	%	%	NOUN
ajst-26214	102	156	,	,	PUNCT
ajst-26214	102	157	and	and	CCONJ
ajst-26214	102	158	100	100	NUM
ajst-26214	102	159	%	%	NOUN
ajst-26214	102	160	,	,	PUNCT
ajst-26214	102	161	respectively	respectively	ADV
ajst-26214	102	162	;	;	PUNCT
ajst-26214	102	163	in	in	ADP
ajst-26214	102	164	addition	addition	NOUN
ajst-26214	102	165	,	,	PUNCT
ajst-26214	102	166	there	there	PRON
ajst-26214	102	167	were	be	VERB
ajst-26214	102	168	77	77	NUM
ajst-26214	102	169	samples	sample	NOUN
ajst-26214	102	170	in	in	ADP
ajst-26214	102	171	the	the	DET
ajst-26214	102	172	prediction	prediction	NOUN
ajst-26214	102	173	set	set	NOUN
ajst-26214	102	174	,	,	PUNCT
ajst-26214	102	175	and	and	CCONJ
ajst-26214	102	176	three	three	NUM
ajst-26214	102	177	samples	sample	NOUN
ajst-26214	102	178	were	be	AUX
ajst-26214	102	179	misclassified	misclassifie	VERB
ajst-26214	102	180	,	,	PUNCT
ajst-26214	102	181	and	and	CCONJ
ajst-26214	102	182	the	the	DET
ajst-26214	102	183	classification	classification	NOUN
ajst-26214	102	184	accuracies	accuracy	NOUN
ajst-26214	102	185	of	of	ADP
ajst-26214	102	186	its	its	PRON
ajst-26214	102	187	head	head	NOUN
ajst-26214	102	188	,	,	PUNCT
ajst-26214	102	189	middle	middle	ADJ
ajst-26214	102	190	,	,	PUNCT
ajst-26214	102	191	and	and	CCONJ
ajst-26214	102	192	tail	tail	NOUN
ajst-26214	102	193	wines	wine	NOUN
ajst-26214	102	194	were	be	AUX
ajst-26214	102	195	90.91	90.91	NUM
ajst-26214	102	196	%	%	NOUN
ajst-26214	102	197	,	,	PUNCT
ajst-26214	102	198	96.88	96.88	NUM
ajst-26214	102	199	%	%	NOUN
ajst-26214	102	200	,	,	PUNCT
ajst-26214	102	201	and	and	CCONJ
ajst-26214	102	202	100	100	NUM
ajst-26214	102	203	%	%	NOUN
ajst-26214	102	204	.	.	PUNCT
ajst-26214	103	1	this	this	DET
ajst-26214	103	2	result	result	NOUN
ajst-26214	103	3	indicates	indicate	VERB
ajst-26214	103	4	that	that	SCONJ
ajst-26214	103	5	the	the	DET
ajst-26214	103	6	spearman	spearman	NOUN
ajst-26214	103	7	-	-	PUNCT
ajst-26214	103	8	kpca	kpca	PROPN
ajst-26214	103	9	-	-	PUNCT
ajst-26214	103	10	bp	bp	PROPN
ajst-26214	103	11	neural	neural	ADJ
ajst-26214	103	12	network	network	NOUN
ajst-26214	103	13	model	model	NOUN
ajst-26214	103	14	is	be	AUX
ajst-26214	103	15	able	able	ADJ
ajst-26214	103	16	to	to	PART
ajst-26214	103	17	accurately	accurately	ADV
ajst-26214	103	18	predict	predict	VERB
ajst-26214	103	19	the	the	DET
ajst-26214	103	20	grades	grade	NOUN
ajst-26214	103	21	of	of	ADP
ajst-26214	103	22	full	full	ADV
ajst-26214	103	23	-	-	PUNCT
ajst-26214	103	24	flavored	flavor	VERB
ajst-26214	103	25	original	original	ADJ
ajst-26214	103	26	wine	wine	NOUN
ajst-26214	103	27	.	.	PUNCT
ajst-26214	104	1	4	4	X
ajst-26214	104	2	.	.	X
ajst-26214	104	3	conclusion	conclusion	NOUN
ajst-26214	104	4	in	in	ADP
ajst-26214	104	5	this	this	DET
ajst-26214	104	6	study	study	NOUN
ajst-26214	104	7	,	,	PUNCT
ajst-26214	104	8	we	we	PRON
ajst-26214	104	9	took	take	VERB
ajst-26214	104	10	different	different	ADJ
ajst-26214	104	11	grades	grade	NOUN
ajst-26214	104	12	of	of	ADP
ajst-26214	104	13	strong	strong	ADJ
ajst-26214	104	14	-	-	PUNCT
ajst-26214	104	15	flavored	flavor	VERB
ajst-26214	104	16	original	original	ADJ
ajst-26214	104	17	wine	wine	NOUN
ajst-26214	104	18	as	as	ADP
ajst-26214	104	19	the	the	DET
ajst-26214	104	20	research	research	NOUN
ajst-26214	104	21	object	object	NOUN
ajst-26214	104	22	,	,	PUNCT
ajst-26214	104	23	obtained	obtain	VERB
ajst-26214	104	24	the	the	DET
ajst-26214	104	25	volatile	volatile	ADJ
ajst-26214	104	26	components	component	NOUN
ajst-26214	104	27	mapping	mapping	NOUN
ajst-26214	104	28	data	datum	NOUN
ajst-26214	104	29	of	of	ADP
ajst-26214	104	30	original	original	ADJ
ajst-26214	104	31	wine	wine	NOUN
ajst-26214	104	32	through	through	ADP
ajst-26214	104	33	gc	gc	PROPN
ajst-26214	104	34	-	-	PUNCT
ajst-26214	104	35	ms	ms	PROPN
ajst-26214	104	36	technology	technology	NOUN
ajst-26214	104	37	,	,	PUNCT
ajst-26214	104	38	and	and	CCONJ
ajst-26214	104	39	used	use	VERB
ajst-26214	104	40	spearman	spearman	NOUN
ajst-26214	104	41	combined	combine	VERB
ajst-26214	104	42	with	with	ADP
ajst-26214	104	43	pca	pca	PROPN
ajst-26214	104	44	and	and	CCONJ
ajst-26214	104	45	kpca	kpca	NOUN
ajst-26214	104	46	to	to	PART
ajst-26214	104	47	downscale	downscale	VERB
ajst-26214	104	48	the	the	DET
ajst-26214	104	49	original	original	ADJ
ajst-26214	104	50	data	datum	NOUN
ajst-26214	104	51	,	,	PUNCT
ajst-26214	104	52	and	and	CCONJ
ajst-26214	104	53	then	then	ADV
ajst-26214	104	54	established	establish	VERB
ajst-26214	104	55	the	the	DET
ajst-26214	104	56	grade	grade	NOUN
ajst-26214	104	57	identification	identification	NOUN
ajst-26214	104	58	model	model	NOUN
ajst-26214	104	59	of	of	ADP
ajst-26214	104	60	strong	strong	ADJ
ajst-26214	104	61	-	-	PUNCT
ajst-26214	104	62	flavored	flavor	VERB
ajst-26214	104	63	original	original	ADJ
ajst-26214	104	64	wine	wine	NOUN
ajst-26214	104	65	by	by	ADP
ajst-26214	104	66	combining	combine	VERB
ajst-26214	104	67	with	with	ADP
ajst-26214	104	68	svm	svm	ADJ
ajst-26214	104	69	,	,	PUNCT
ajst-26214	104	70	xgboost	xgboost	NOUN
ajst-26214	104	71	and	and	CCONJ
ajst-26214	104	72	bp	bp	PROPN
ajst-26214	104	73	neural	neural	ADJ
ajst-26214	104	74	network	network	NOUN
ajst-26214	104	75	,	,	PUNCT
ajst-26214	104	76	respectively	respectively	ADV
ajst-26214	104	77	.	.	PUNCT
ajst-26214	105	1	the	the	DET
ajst-26214	105	2	main	main	ADJ
ajst-26214	105	3	conclusions	conclusion	NOUN
ajst-26214	105	4	of	of	ADP
ajst-26214	105	5	the	the	DET
ajst-26214	105	6	experiments	experiment	NOUN
ajst-26214	105	7	are	be	AUX
ajst-26214	105	8	:	:	PUNCT
ajst-26214	105	9	(	(	PUNCT
ajst-26214	105	10	1	1	X
ajst-26214	105	11	)	)	PUNCT
ajst-26214	105	12	spearman	spearman	NOUN
ajst-26214	105	13	feature	feature	NOUN
ajst-26214	105	14	screening	screening	NOUN
ajst-26214	105	15	of	of	ADP
ajst-26214	105	16	the	the	DET
ajst-26214	105	17	gc	gc	PROPN
ajst-26214	105	18	-	-	PUNCT
ajst-26214	105	19	ms	ms	PROPN
ajst-26214	105	20	raw	raw	ADJ
ajst-26214	105	21	data	datum	NOUN
ajst-26214	105	22	set	set	VERB
ajst-26214	105	23	can	can	AUX
ajst-26214	105	24	effectively	effectively	ADV
ajst-26214	105	25	improve	improve	VERB
ajst-26214	105	26	the	the	DET
ajst-26214	105	27	condensation	condensation	NOUN
ajst-26214	105	28	of	of	ADP
ajst-26214	105	29	feature	feature	NOUN
ajst-26214	105	30	information	information	NOUN
ajst-26214	105	31	by	by	ADP
ajst-26214	105	32	pca	pca	PROPN
ajst-26214	105	33	and	and	CCONJ
ajst-26214	105	34	kpca	kpca	NOUN
ajst-26214	105	35	;	;	PUNCT
ajst-26214	105	36	(	(	PUNCT
ajst-26214	105	37	2	2	X
ajst-26214	105	38	)	)	PUNCT
ajst-26214	105	39	the	the	DET
ajst-26214	105	40	prediction	prediction	NOUN
ajst-26214	105	41	accuracy	accuracy	NOUN
ajst-26214	105	42	of	of	ADP
ajst-26214	105	43	the	the	DET
ajst-26214	105	44	grade	grade	NOUN
ajst-26214	105	45	identification	identification	NOUN
ajst-26214	105	46	model	model	NOUN
ajst-26214	105	47	established	establish	VERB
ajst-26214	105	48	after	after	SCONJ
ajst-26214	105	49	the	the	DET
ajst-26214	105	50	secondary	secondary	ADJ
ajst-26214	105	51	feature	feature	NOUN
ajst-26214	105	52	extraction	extraction	NOUN
ajst-26214	105	53	by	by	ADP
ajst-26214	105	54	kpca	kpca	PROPN
ajst-26214	105	55	is	be	AUX
ajst-26214	105	56	higher	high	ADJ
ajst-26214	105	57	,	,	PUNCT
ajst-26214	105	58	which	which	PRON
ajst-26214	105	59	indicates	indicate	VERB
ajst-26214	105	60	that	that	SCONJ
ajst-26214	105	61	kpca	kpca	PROPN
ajst-26214	105	62	is	be	AUX
ajst-26214	105	63	better	well	ADV
ajst-26214	105	64	able	able	ADJ
ajst-26214	105	65	to	to	PART
ajst-26214	105	66	excavate	excavate	VERB
ajst-26214	105	67	the	the	DET
ajst-26214	105	68	hidden	hide	VERB
ajst-26214	105	69	difference	difference	NOUN
ajst-26214	105	70	information	information	NOUN
ajst-26214	105	71	in	in	ADP
ajst-26214	105	72	the	the	DET
ajst-26214	105	73	data	datum	NOUN
ajst-26214	105	74	of	of	ADP
ajst-26214	105	75	different	different	ADJ
ajst-26214	105	76	grades	grade	NOUN
ajst-26214	105	77	of	of	ADP
ajst-26214	105	78	raw	raw	ADJ
ajst-26214	105	79	wines	wine	NOUN
ajst-26214	105	80	compared	compare	VERB
ajst-26214	105	81	to	to	ADP
ajst-26214	105	82	pca	pca	PROPN
ajst-26214	105	83	;	;	PUNCT
ajst-26214	105	84	(	(	PUNCT
ajst-26214	105	85	3	3	X
ajst-26214	105	86	)	)	PUNCT
ajst-26214	105	87	the	the	DET
ajst-26214	105	88	grade	grade	NOUN
ajst-26214	105	89	discrimination	discrimination	NOUN
ajst-26214	105	90	model	model	NOUN
ajst-26214	105	91	established	establish	VERB
ajst-26214	105	92	by	by	ADP
ajst-26214	105	93	spearmankpca	spearmankpca	NOUN
ajst-26214	105	94	combined	combine	VERB
ajst-26214	105	95	with	with	ADP
ajst-26214	105	96	bp	bp	PROPN
ajst-26214	105	97	neural	neural	ADJ
ajst-26214	105	98	network	network	NOUN
ajst-26214	105	99	is	be	AUX
ajst-26214	105	100	the	the	DET
ajst-26214	105	101	most	most	ADV
ajst-26214	105	102	effective	effective	ADJ
ajst-26214	105	103	in	in	ADP
ajst-26214	105	104	discriminating	discriminate	VERB
ajst-26214	105	105	different	different	ADJ
ajst-26214	105	106	grades	grade	NOUN
ajst-26214	105	107	of	of	ADP
ajst-26214	105	108	raw	raw	ADJ
ajst-26214	105	109	wines	wine	NOUN
ajst-26214	105	110	,	,	PUNCT
ajst-26214	105	111	with	with	SCONJ
ajst-26214	105	112	the	the	DET
ajst-26214	105	113	prediction	prediction	NOUN
ajst-26214	105	114	accuracy	accuracy	NOUN
ajst-26214	105	115	of	of	ADP
ajst-26214	105	116	99.44	99.44	NUM
ajst-26214	105	117	%	%	NOUN
ajst-26214	105	118	and	and	CCONJ
ajst-26214	105	119	96.10	96.10	NUM
ajst-26214	105	120	%	%	NOUN
ajst-26214	105	121	in	in	ADP
ajst-26214	105	122	the	the	DET
ajst-26214	105	123	calibration	calibration	NOUN
ajst-26214	105	124	set	set	NOUN
ajst-26214	105	125	and	and	CCONJ
ajst-26214	105	126	test	test	NOUN
ajst-26214	105	127	set	set	NOUN
ajst-26214	105	128	,	,	PUNCT
ajst-26214	105	129	which	which	PRON
ajst-26214	105	130	has	have	VERB
ajst-26214	105	131	strong	strong	ADJ
ajst-26214	105	132	practical	practical	ADJ
ajst-26214	105	133	application	application	NOUN
ajst-26214	105	134	value	value	NOUN
ajst-26214	105	135	.	.	PUNCT
ajst-26214	106	1	the	the	DET
ajst-26214	106	2	results	result	NOUN
ajst-26214	106	3	show	show	VERB
ajst-26214	106	4	that	that	SCONJ
ajst-26214	106	5	the	the	DET
ajst-26214	106	6	spearman	spearman	NOUN
ajst-26214	106	7	-	-	PUNCT
ajst-26214	106	8	kpca	kpca	PROPN
ajst-26214	106	9	-	-	PUNCT
ajst-26214	106	10	bp	bp	PROPN
ajst-26214	106	11	neural	neural	ADJ
ajst-26214	106	12	network	network	NOUN
ajst-26214	106	13	model	model	NOUN
ajst-26214	106	14	can	can	AUX
ajst-26214	106	15	well	well	ADV
ajst-26214	106	16	realize	realize	VERB
ajst-26214	106	17	the	the	DET
ajst-26214	106	18	classification	classification	NOUN
ajst-26214	106	19	of	of	ADP
ajst-26214	106	20	different	different	ADJ
ajst-26214	106	21	grades	grade	NOUN
ajst-26214	106	22	of	of	ADP
ajst-26214	106	23	raw	raw	ADJ
ajst-26214	106	24	wine	wine	NOUN
ajst-26214	106	25	,	,	PUNCT
ajst-26214	106	26	which	which	PRON
ajst-26214	106	27	provides	provide	VERB
ajst-26214	106	28	a	a	DET
ajst-26214	106	29	new	new	ADJ
ajst-26214	106	30	idea	idea	NOUN
ajst-26214	106	31	and	and	CCONJ
ajst-26214	106	32	theoretical	theoretical	ADJ
ajst-26214	106	33	basis	basis	NOUN
ajst-26214	106	34	for	for	ADP
ajst-26214	106	35	the	the	DET
ajst-26214	106	36	quality	quality	NOUN
ajst-26214	106	37	control	control	NOUN
ajst-26214	106	38	and	and	CCONJ
ajst-26214	106	39	grade	grade	NOUN
ajst-26214	106	40	identification	identification	NOUN
ajst-26214	106	41	of	of	ADP
ajst-26214	106	42	raw	raw	ADJ
ajst-26214	106	43	wine	wine	NOUN
ajst-26214	106	44	,	,	PUNCT
ajst-26214	106	45	and	and	CCONJ
ajst-26214	106	46	also	also	ADV
ajst-26214	106	47	provides	provide	VERB
ajst-26214	106	48	a	a	DET
ajst-26214	106	49	valuable	valuable	ADJ
ajst-26214	106	50	reference	reference	NOUN
ajst-26214	106	51	means	mean	VERB
ajst-26214	106	52	for	for	ADP
ajst-26214	106	53	other	other	ADJ
ajst-26214	106	54	quality	quality	NOUN
ajst-26214	106	55	identification	identification	NOUN
ajst-26214	106	56	of	of	ADP
ajst-26214	106	57	liquor	liquor	NOUN
ajst-26214	106	58	.	.	PUNCT
ajst-26214	107	1	references	reference	NOUN
ajst-26214	107	2	[	[	X
ajst-26214	107	3	1	1	NUM
ajst-26214	107	4	]	]	X
ajst-26214	107	5	sun	sun	PROPN
ajst-26214	107	6	j	j	PROPN
ajst-26214	107	7	,	,	PUNCT
ajst-26214	107	8	zhao	zhao	PROPN
ajst-26214	107	9	d	d	PROPN
ajst-26214	107	10	,	,	PUNCT
ajst-26214	107	11	zhang	zhang	PROPN
ajst-26214	107	12	f	f	PROPN
ajst-26214	107	13	,	,	PUNCT
ajst-26214	107	14	et	et	PROPN
ajst-26214	107	15	al	al	PROPN
ajst-26214	107	16	.	.	PUNCT
ajst-26214	108	1	joint	joint	ADJ
ajst-26214	108	2	direct	direct	ADJ
ajst-26214	108	3	injection	injection	NOUN
ajst-26214	108	4	and	and	CCONJ
ajst-26214	108	5	gc	gc	PROPN
ajst-26214	108	6	–	–	PUNCT
ajst-26214	108	7	ms	ms	PROPN
ajst-26214	108	8	chemometric	chemometric	ADJ
ajst-26214	108	9	approach	approach	NOUN
ajst-26214	108	10	for	for	ADP
ajst-26214	108	11	chemical	chemical	NOUN
ajst-26214	108	12	profile	profile	NOUN
ajst-26214	108	13	and	and	CCONJ
ajst-26214	108	14	sulfur	sulfur	NOUN
ajst-26214	108	15	compounds	compound	NOUN
ajst-26214	108	16	of	of	ADP
ajst-26214	108	17	sesame‑flavor	sesame‑flavor	NOUN
ajst-26214	108	18	chinese	chinese	ADJ
ajst-26214	108	19	baijiu	baijiu	NOUN
ajst-26214	108	20	(	(	PUNCT
ajst-26214	108	21	chinese	chinese	PROPN
ajst-26214	108	22	liquor)[j	liquor)[j	PROPN
ajst-26214	108	23	/	/	SYM
ajst-26214	108	24	ol	ol	PROPN
ajst-26214	108	25	]	]	PUNCT
ajst-26214	108	26	.	.	PUNCT
ajst-26214	109	1	european	european	PROPN
ajst-26214	109	2	food	food	PROPN
ajst-26214	109	3	research	research	NOUN
ajst-26214	109	4	and	and	CCONJ
ajst-26214	109	5	technology	technology	NOUN
ajst-26214	109	6	,	,	PUNCT
ajst-26214	109	7	2018	2018	NUM
ajst-26214	109	8	,	,	PUNCT
ajst-26214	109	9	244(1	244(1	NUM
ajst-26214	109	10	):	):	PUNCT
ajst-26214	109	11	145	145	NUM
ajst-26214	109	12	-	-	SYM
ajst-26214	109	13	160	160	NUM
ajst-26214	109	14	.	.	PUNCT
ajst-26214	110	1	[	[	X
ajst-26214	110	2	2	2	X
ajst-26214	110	3	]	]	PUNCT
ajst-26214	110	4	hong	hong	PROPN
ajst-26214	110	5	j	j	PROPN
ajst-26214	110	6	,	,	PUNCT
ajst-26214	110	7	tian	tian	PROPN
ajst-26214	110	8	w	w	PROPN
ajst-26214	110	9	,	,	PUNCT
ajst-26214	110	10	zhao	zhao	PROPN
ajst-26214	110	11	d.	d.	PROPN
ajst-26214	110	12	research	research	PROPN
ajst-26214	110	13	progress	progress	NOUN
ajst-26214	110	14	of	of	ADP
ajst-26214	110	15	trace	trace	NOUN
ajst-26214	110	16	components	component	NOUN
ajst-26214	110	17	in	in	ADP
ajst-26214	110	18	sesame	sesame	NOUN
ajst-26214	110	19	-	-	PUNCT
ajst-26214	110	20	aroma	aroma	NOUN
ajst-26214	110	21	type	type	NOUN
ajst-26214	110	22	of	of	ADP
ajst-26214	110	23	baijiu[j	baijiu[j	NOUN
ajst-26214	110	24	/	/	SYM
ajst-26214	110	25	ol	ol	PROPN
ajst-26214	110	26	]	]	PUNCT
ajst-26214	110	27	.	.	PUNCT
ajst-26214	111	1	food	food	PROPN
ajst-26214	111	2	research	research	PROPN
ajst-26214	111	3	international	international	PROPN
ajst-26214	111	4	,	,	PUNCT
ajst-26214	111	5	2020	2020	NUM
ajst-26214	111	6	,	,	PUNCT
ajst-26214	111	7	137	137	NUM
ajst-26214	111	8	:	:	SYM
ajst-26214	111	9	109695	109695	NUM
ajst-26214	111	10	.	.	PUNCT
ajst-26214	112	1	[	[	X
ajst-26214	112	2	3	3	X
ajst-26214	112	3	]	]	X
ajst-26214	112	4	liu	liu	PROPN
ajst-26214	112	5	q	q	PROPN
ajst-26214	112	6	r	r	PROPN
ajst-26214	112	7	,	,	PUNCT
ajst-26214	112	8	zhang	zhang	PROPN
ajst-26214	112	9	x	x	SYM
ajst-26214	112	10	j	j	PROPN
ajst-26214	112	11	,	,	PUNCT
ajst-26214	112	12	zheng	zheng	PROPN
ajst-26214	112	13	l	l	PROPN
ajst-26214	112	14	,	,	PUNCT
ajst-26214	112	15	et	et	PROPN
ajst-26214	112	16	al	al	PROPN
ajst-26214	112	17	.	.	PROPN
ajst-26214	112	18	machine	machine	NOUN
ajst-26214	112	19	learning	learning	NOUN
ajst-26214	112	20	based	base	VERB
ajst-26214	112	21	age	age	NOUN
ajst-26214	112	22	-	-	PUNCT
ajst-26214	112	23	authentication	authentication	NOUN
ajst-26214	112	24	assisted	assist	VERB
ajst-26214	112	25	by	by	ADP
ajst-26214	112	26	chemo	chemo	NOUN
ajst-26214	112	27	-	-	PUNCT
ajst-26214	112	28	kinetics	kinetic	NOUN
ajst-26214	112	29	:	:	PUNCT
ajst-26214	112	30	case	case	NOUN
ajst-26214	112	31	study	study	NOUN
ajst-26214	112	32	of	of	ADP
ajst-26214	112	33	strong	strong	ADJ
ajst-26214	112	34	-	-	PUNCT
ajst-26214	112	35	flavor	flavor	NOUN
ajst-26214	112	36	chinese	chinese	ADJ
ajst-26214	112	37	baijiu[j	baijiu[j	PROPN
ajst-26214	112	38	/	/	SYM
ajst-26214	112	39	ol	ol	PROPN
ajst-26214	112	40	]	]	PUNCT
ajst-26214	112	41	.	.	PUNCT
ajst-26214	113	1	food	food	PROPN
ajst-26214	113	2	research	research	PROPN
ajst-26214	113	3	international	international	PROPN
ajst-26214	113	4	,	,	PUNCT
ajst-26214	113	5	2023	2023	NUM
ajst-26214	113	6	,	,	PUNCT
ajst-26214	113	7	167	167	NUM
ajst-26214	113	8	:	:	SYM
ajst-26214	113	9	112594	112594	NUM
ajst-26214	113	10	.	.	PUNCT
ajst-26214	114	1	[	[	X
ajst-26214	114	2	4	4	NUM
ajst-26214	114	3	]	]	X
ajst-26214	114	4	qian	qian	PROPN
ajst-26214	114	5	y	y	PROPN
ajst-26214	114	6	,	,	PUNCT
ajst-26214	114	7	zhang	zhang	PROPN
ajst-26214	114	8	l	l	PROPN
ajst-26214	114	9	,	,	PUNCT
ajst-26214	114	10	sun	sun	PROPN
ajst-26214	114	11	y	y	PROPN
ajst-26214	114	12	,	,	PUNCT
ajst-26214	114	13	et	et	PROPN
ajst-26214	114	14	al	al	PROPN
ajst-26214	114	15	.	.	PUNCT
ajst-26214	114	16	differentiation	differentiation	NOUN
ajst-26214	114	17	and	and	CCONJ
ajst-26214	114	18	classification	classification	NOUN
ajst-26214	114	19	of	of	ADP
ajst-26214	114	20	chinese	chinese	ADJ
ajst-26214	114	21	luzhou‐flavor	luzhou‐flavor	NOUN
ajst-26214	114	22	liquors	liquor	NOUN
ajst-26214	114	23	with	with	ADP
ajst-26214	114	24	different	different	ADJ
ajst-26214	114	25	geographical	geographical	ADJ
ajst-26214	114	26	origins	origin	NOUN
ajst-26214	114	27	based	base	VERB
ajst-26214	114	28	on	on	ADP
ajst-26214	114	29	fingerprint	fingerprint	NOUN
ajst-26214	114	30	and	and	CCONJ
ajst-26214	114	31	chemometric	chemometric	PROPN
ajst-26214	114	32	analysis[j	analysis[j	PROPN
ajst-26214	114	33	/	/	SYM
ajst-26214	114	34	ol	ol	PROPN
ajst-26214	114	35	]	]	PUNCT
ajst-26214	114	36	.	.	PUNCT
ajst-26214	115	1	journal	journal	PROPN
ajst-26214	115	2	of	of	ADP
ajst-26214	115	3	food	food	NOUN
ajst-26214	115	4	science	science	NOUN
ajst-26214	115	5	,	,	PUNCT
ajst-26214	115	6	2021	2021	NUM
ajst-26214	115	7	,	,	PUNCT
ajst-26214	115	8	86(5	86(5	PROPN
ajst-26214	115	9	):	):	PUNCT
ajst-26214	115	10	18611877	18611877	NUM
ajst-26214	115	11	.	.	PUNCT
ajst-26214	116	1	[	[	X
ajst-26214	116	2	5	5	X
ajst-26214	116	3	]	]	X
ajst-26214	116	4	zhou	zhou	PROPN
ajst-26214	116	5	xuan	xuan	PROPN
ajst-26214	116	6	.	.	PUNCT
ajst-26214	117	1	research	research	NOUN
ajst-26214	117	2	on	on	ADP
ajst-26214	117	3	volatile	volatile	ADJ
ajst-26214	117	4	composition	composition	NOUN
ajst-26214	117	5	analysis	analysis	NOUN
ajst-26214	117	6	and	and	CCONJ
ajst-26214	117	7	grade	grade	NOUN
ajst-26214	117	8	identification	identification	NOUN
ajst-26214	117	9	of	of	ADP
ajst-26214	117	10	base	base	ADJ
ajst-26214	117	11	wine	wine	NOUN
ajst-26214	117	12	of	of	ADP
ajst-26214	117	13	strong	strong	ADJ
ajst-26214	117	14	aromatic	aromatic	ADJ
ajst-26214	117	15	liquor	liquor	NOUN
ajst-26214	117	16	[	[	X
ajst-26214	117	17	d	d	X
ajst-26214	117	18	/	/	SYM
ajst-26214	117	19	ol	ol	PROPN
ajst-26214	117	20	]	]	PUNCT
ajst-26214	117	21	.	.	PUNCT
ajst-26214	118	1	jiangsu	jiangsu	PROPN
ajst-26214	118	2	university	university	PROPN
ajst-26214	118	3	,	,	PUNCT
ajst-26214	118	4	2019	2019	NUM
ajst-26214	118	5	.	.	PUNCT
ajst-26214	119	1	[	[	X
ajst-26214	119	2	6	6	NUM
ajst-26214	119	3	]	]	PUNCT
ajst-26214	119	4	camara	camara	PROPN
ajst-26214	119	5	j	j	PROPN
ajst-26214	119	6	s	s	PROPN
ajst-26214	119	7	,	,	PUNCT
ajst-26214	119	8	medina	medina	PROPN
ajst-26214	119	9	s	s	PROPN
ajst-26214	119	10	,	,	PUNCT
ajst-26214	119	11	perestrelo	perestrelo	VERB
ajst-26214	119	12	r.	r.	NOUN
ajst-26214	119	13	recent	recent	ADJ
ajst-26214	119	14	developments	development	NOUN
ajst-26214	119	15	in	in	ADP
ajst-26214	119	16	the	the	DET
ajst-26214	119	17	applications	application	NOUN
ajst-26214	119	18	of	of	ADP
ajst-26214	119	19	fingerprinting	fingerprint	VERB
ajst-26214	119	20	191	191	NUM
ajst-26214	119	21	technology	technology	NOUN
ajst-26214	119	22	in	in	ADP
ajst-26214	119	23	the	the	DET
ajst-26214	119	24	food	food	NOUN
ajst-26214	119	25	field	field	NOUN
ajst-26214	120	1	[	[	X
ajst-26214	120	2	j	j	X
ajst-26214	120	3	/	/	SYM
ajst-26214	120	4	ol	ol	PROPN
ajst-26214	120	5	]	]	PUNCT
ajst-26214	120	6	.	.	PUNCT
ajst-26214	121	1	foods	food	NOUN
ajst-26214	121	2	,	,	PUNCT
ajst-26214	121	3	2022	2022	NUM
ajst-26214	121	4	,	,	PUNCT
ajst-26214	121	5	11(14	11(14	NUM
ajst-26214	121	6	):	):	PUNCT
ajst-26214	121	7	2006	2006	NUM
ajst-26214	121	8	.	.	PUNCT
ajst-26214	122	1	[	[	X
ajst-26214	122	2	7	7	X
ajst-26214	122	3	]	]	X
ajst-26214	122	4	liu	liu	PROPN
ajst-26214	122	5	fei	fei	PROPN
ajst-26214	122	6	.	.	PUNCT
ajst-26214	122	7	discussion	discussion	NOUN
ajst-26214	122	8	on	on	ADP
ajst-26214	122	9	the	the	DET
ajst-26214	122	10	application	application	NOUN
ajst-26214	122	11	of	of	ADP
ajst-26214	122	12	gas	gas	NOUN
ajst-26214	122	13	chromatographymass	chromatographymass	NOUN
ajst-26214	122	14	spectrometry	spectrometry	NOUN
ajst-26214	122	15	in	in	ADP
ajst-26214	122	16	food	food	PROPN
ajst-26214	122	17	analysis[j	analysis[j	PROPN
ajst-26214	122	18	/	/	SYM
ajst-26214	122	19	ol	ol	PROPN
ajst-26214	122	20	]	]	PUNCT
ajst-26214	122	21	.	.	PUNCT
ajst-26214	123	1	modern	modern	ADJ
ajst-26214	123	2	food	food	NOUN
ajst-26214	123	3	,	,	PUNCT
ajst-26214	123	4	2020(11	2020(11	NUM
ajst-26214	123	5	):	):	PUNCT
ajst-26214	123	6	167	167	NUM
ajst-26214	123	7	-	-	SYM
ajst-26214	123	8	168	168	NUM
ajst-26214	123	9	.	.	PUNCT
ajst-26214	124	1	[	[	X
ajst-26214	124	2	8	8	NUM
ajst-26214	124	3	]	]	X
ajst-26214	124	4	han	han	PROPN
ajst-26214	124	5	yuncui	yuncui	PROPN
ajst-26214	124	6	.	.	PUNCT
ajst-26214	125	1	aroma	aroma	NOUN
ajst-26214	125	2	modeling	modeling	NOUN
ajst-26214	125	3	and	and	CCONJ
ajst-26214	125	4	automated	automate	VERB
ajst-26214	125	5	wine	wine	NOUN
ajst-26214	125	6	picking	pick	VERB
ajst-26214	125	7	for	for	ADP
ajst-26214	125	8	strong	strong	ADJ
ajst-26214	125	9	-	-	PUNCT
ajst-26214	125	10	flavored	flavor	VERB
ajst-26214	125	11	base	base	NOUN
ajst-26214	125	12	wines	wine	NOUN
ajst-26214	125	13	[	[	X
ajst-26214	125	14	d	d	X
ajst-26214	125	15	/	/	SYM
ajst-26214	125	16	ol	ol	ADJ
ajst-26214	125	17	]	]	PUNCT
ajst-26214	125	18	.	.	PUNCT
ajst-26214	126	1	qilu	qilu	PROPN
ajst-26214	126	2	university	university	PROPN
ajst-26214	126	3	of	of	ADP
ajst-26214	126	4	technology	technology	NOUN
ajst-26214	126	5	,	,	PUNCT
ajst-26214	126	6	2023	2023	NUM
ajst-26214	126	7	.	.	PUNCT
ajst-26214	127	1	[	[	X
ajst-26214	127	2	9	9	NUM
ajst-26214	127	3	]	]	X
ajst-26214	127	4	liu	liu	PROPN
ajst-26214	127	5	qingru	qingru	PROPN
ajst-26214	127	6	,	,	PUNCT
ajst-26214	127	7	meng	meng	PROPN
ajst-26214	127	8	lianjun	lianjun	PROPN
ajst-26214	127	9	,	,	PUNCT
ajst-26214	127	10	zhang	zhang	PROPN
ajst-26214	127	11	xiaojuan	xiaojuan	PROPN
ajst-26214	127	12	,	,	PUNCT
ajst-26214	127	13	et	et	PROPN
ajst-26214	127	14	al	al	PROPN
ajst-26214	127	15	.	.	PUNCT
ajst-26214	127	16	identification	identification	NOUN
ajst-26214	127	17	of	of	ADP
ajst-26214	127	18	storage	storage	NOUN
ajst-26214	127	19	time	time	NOUN
ajst-26214	127	20	of	of	ADP
ajst-26214	127	21	lu	lu	NOUN
ajst-26214	127	22	-	-	PUNCT
ajst-26214	127	23	type	type	NOUN
ajst-26214	127	24	base	base	NOUN
ajst-26214	127	25	wine	wine	NOUN
ajst-26214	127	26	based	base	VERB
ajst-26214	127	27	on	on	ADP
ajst-26214	127	28	gc	gc	PROPN
ajst-26214	127	29	-	-	PUNCT
ajst-26214	127	30	ms	ms	NOUN
ajst-26214	127	31	fingerprinting	fingerprinting	NOUN
ajst-26214	127	32	and	and	CCONJ
ajst-26214	127	33	xgboost	xgboost	ADV
ajst-26214	127	34	machine	machine	NOUN
ajst-26214	127	35	learning[j	learning[j	PROPN
ajst-26214	127	36	]	]	PUNCT
ajst-26214	127	37	.	.	PUNCT
ajst-26214	128	1	food	food	NOUN
ajst-26214	128	2	science	science	NOUN
ajst-26214	128	3	,	,	PUNCT
ajst-26214	128	4	2022	2022	NUM
ajst-26214	128	5	,	,	PUNCT
ajst-26214	128	6	43(24	43(24	NUM
ajst-26214	128	7	):	):	PUNCT
ajst-26214	128	8	310	310	NUM
ajst-26214	128	9	-	-	SYM
ajst-26214	128	10	317	317	NUM
ajst-26214	128	11	.	.	PUNCT
ajst-26214	129	1	[	[	X
ajst-26214	129	2	10	10	NUM
ajst-26214	129	3	]	]	X
ajst-26214	129	4	qian	qian	PROPN
ajst-26214	129	5	yu	yu	PROPN
ajst-26214	129	6	,	,	PUNCT
ajst-26214	129	7	hu	hu	PROPN
ajst-26214	129	8	xue	xue	PROPN
ajst-26214	129	9	,	,	PUNCT
ajst-26214	129	10	sun	sun	PROPN
ajst-26214	129	11	yue	yue	PROPN
ajst-26214	129	12	,	,	PUNCT
ajst-26214	129	13	et	et	PROPN
ajst-26214	129	14	al	al	PROPN
ajst-26214	129	15	.	.	PUNCT
ajst-26214	130	1	classification	classification	NOUN
ajst-26214	130	2	of	of	ADP
ajst-26214	130	3	strongly	strongly	ADV
ajst-26214	130	4	flavored	flavor	VERB
ajst-26214	130	5	liquor	liquor	NOUN
ajst-26214	130	6	based	base	VERB
ajst-26214	130	7	on	on	ADP
ajst-26214	130	8	fingerprinting	fingerprinting	NOUN
ajst-26214	130	9	and	and	CCONJ
ajst-26214	130	10	chemometrics[j	chemometrics[j	NOUN
ajst-26214	130	11	]	]	PUNCT
ajst-26214	130	12	.	.	PUNCT
ajst-26214	131	1	china	china	PROPN
ajst-26214	131	2	brewing	brewing	PROPN
ajst-26214	131	3	,	,	PUNCT
ajst-26214	131	4	2021	2021	NUM
ajst-26214	131	5	,	,	PUNCT
ajst-26214	131	6	40(6	40(6	NOUN
ajst-26214	131	7	):	):	PUNCT
ajst-26214	131	8	152	152	NUM
ajst-26214	131	9	-	-	SYM
ajst-26214	131	10	156	156	NUM
ajst-26214	131	11	.	.	PUNCT
ajst-26214	132	1	[	[	X
ajst-26214	132	2	11	11	NUM
ajst-26214	132	3	]	]	X
ajst-26214	132	4	zhu	zhu	PROPN
ajst-26214	132	5	kaixian	kaixian	PROPN
ajst-26214	132	6	,	,	PUNCT
ajst-26214	132	7	hu	hu	PROPN
ajst-26214	132	8	xue	xue	PROPN
ajst-26214	132	9	,	,	PUNCT
ajst-26214	132	10	deng	deng	PROPN
ajst-26214	132	11	jing	jing	PROPN
ajst-26214	132	12	,	,	PUNCT
ajst-26214	132	13	et	et	PROPN
ajst-26214	132	14	al	al	AUX
ajst-26214	132	15	.	.	PROPN
ajst-26214	132	16	discriminative	discriminative	VERB
ajst-26214	132	17	analysis	analysis	NOUN
ajst-26214	132	18	of	of	ADP
ajst-26214	132	19	different	different	ADJ
ajst-26214	132	20	aromatic	aromatic	ADJ
ajst-26214	132	21	liquors	liquor	NOUN
ajst-26214	132	22	based	base	VERB
ajst-26214	132	23	on	on	ADP
ajst-26214	132	24	gc	gc	PROPN
ajst-26214	132	25	-	-	PROPN
ajst-26214	132	26	ms	ms	PROPN
ajst-26214	132	27	technology[j	technology[j	PROPN
ajst-26214	132	28	]	]	PUNCT
ajst-26214	132	29	.	.	PUNCT
ajst-26214	133	1	china	china	PROPN
ajst-26214	133	2	brewing	brewing	PROPN
ajst-26214	133	3	,	,	PUNCT
ajst-26214	133	4	2023	2023	NUM
ajst-26214	133	5	,	,	PUNCT
ajst-26214	133	6	42(1	42(1	NOUN
ajst-26214	133	7	):	):	PUNCT
ajst-26214	133	8	213	213	NUM
ajst-26214	133	9	-	-	SYM
ajst-26214	133	10	218	218	NUM
ajst-26214	133	11	.	.	PUNCT
ajst-26214	134	1	[	[	X
ajst-26214	134	2	12	12	NUM
ajst-26214	134	3	]	]	X
ajst-26214	134	4	fan	fan	PROPN
ajst-26214	134	5	sanshuan	sanshuan	PROPN
ajst-26214	134	6	,	,	PUNCT
ajst-26214	134	7	tang	tang	PROPN
ajst-26214	134	8	jie	jie	PROPN
ajst-26214	134	9	,	,	PUNCT
ajst-26214	134	10	luo	luo	PROPN
ajst-26214	134	11	xianxuan	xianxuan	PROPN
ajst-26214	134	12	,	,	PUNCT
ajst-26214	134	13	et	et	PROPN
ajst-26214	134	14	al	al	PROPN
ajst-26214	134	15	.	.	PUNCT
ajst-26214	135	1	classification	classification	NOUN
ajst-26214	135	2	of	of	ADP
ajst-26214	135	3	small	small	ADJ
ajst-26214	135	4	-	-	PUNCT
ajst-26214	135	5	square	square	ADJ
ajst-26214	135	6	clear	clear	ADV
ajst-26214	135	7	-	-	PUNCT
ajst-26214	135	8	flavored	flavor	VERB
ajst-26214	135	9	wine	wine	NOUN
ajst-26214	135	10	based	base	VERB
ajst-26214	135	11	on	on	ADP
ajst-26214	135	12	hs	hs	ADJ
ajst-26214	135	13	-	-	PUNCT
ajst-26214	135	14	spme	spme	ADJ
ajst-26214	135	15	-	-	PUNCT
ajst-26214	135	16	arrow	arrow	NOUN
ajst-26214	135	17	-	-	PUNCT
ajst-26214	135	18	gc	gc	PROPN
ajst-26214	135	19	-	-	PUNCT
ajst-26214	135	20	ms	ms	PROPN
ajst-26214	135	21	and	and	CCONJ
ajst-26214	135	22	chemometrics[j	chemometrics[j	PROPN
ajst-26214	135	23	/	/	SYM
ajst-26214	135	24	ol	ol	ADJ
ajst-26214	135	25	]	]	PUNCT
ajst-26214	135	26	.	.	PUNCT
ajst-26214	136	1	food	food	NOUN
ajst-26214	136	2	and	and	CCONJ
ajst-26214	136	3	fermentation	fermentation	NOUN
ajst-26214	136	4	industry	industry	NOUN
ajst-26214	136	5	,	,	PUNCT
ajst-26214	136	6	2021	2021	NUM
ajst-26214	136	7	,	,	PUNCT
ajst-26214	136	8	47(13	47(13	NUM
ajst-26214	136	9	):	):	PUNCT
ajst-26214	136	10	254	254	NUM
ajst-26214	136	11	-	-	SYM
ajst-26214	136	12	260	260	NUM
ajst-26214	136	13	.	.	PUNCT
ajst-26214	137	1	[	[	X
ajst-26214	137	2	13	13	NUM
ajst-26214	137	3	]	]	X
ajst-26214	137	4	liu	liu	PROPN
ajst-26214	137	5	y	y	PROPN
ajst-26214	137	6	,	,	PUNCT
ajst-26214	137	7	qiao	qiao	PROPN
ajst-26214	137	8	z	z	PROPN
ajst-26214	137	9	,	,	PUNCT
ajst-26214	137	10	zhao	zhao	PROPN
ajst-26214	137	11	z	z	PROPN
ajst-26214	137	12	,	,	PUNCT
ajst-26214	137	13	et	et	PROPN
ajst-26214	137	14	al	al	PROPN
ajst-26214	137	15	.	.	PROPN
ajst-26214	137	16	comprehensive	comprehensive	ADJ
ajst-26214	137	17	evaluation	evaluation	NOUN
ajst-26214	137	18	of	of	ADP
ajst-26214	137	19	luzhou	luzhou	ADJ
ajst-26214	137	20	-	-	PUNCT
ajst-26214	137	21	flavor	flavor	NOUN
ajst-26214	137	22	liquor	liquor	NOUN
ajst-26214	137	23	quality	quality	NOUN
ajst-26214	137	24	based	base	VERB
ajst-26214	137	25	on	on	ADP
ajst-26214	137	26	fuzzy	fuzzy	ADJ
ajst-26214	137	27	mathematics	mathematic	NOUN
ajst-26214	137	28	and	and	CCONJ
ajst-26214	137	29	principal	principal	ADJ
ajst-26214	137	30	component	component	NOUN
ajst-26214	137	31	analysis[j	analysis[j	PROPN
ajst-26214	137	32	/	/	SYM
ajst-26214	137	33	ol	ol	PROPN
ajst-26214	137	34	]	]	PUNCT
ajst-26214	137	35	.	.	PUNCT
ajst-26214	138	1	food	food	PROPN
ajst-26214	138	2	science	science	PROPN
ajst-26214	138	3	&	&	CCONJ
ajst-26214	138	4	nutrition	nutrition	PROPN
ajst-26214	138	5	,	,	PUNCT
ajst-26214	138	6	2022	2022	NUM
ajst-26214	138	7	,	,	PUNCT
ajst-26214	138	8	10(6	10(6	NUM
ajst-26214	138	9	):	):	PUNCT
ajst-26214	138	10	1780	1780	NUM
ajst-26214	138	11	-	-	SYM
ajst-26214	138	12	1788	1788	NUM
ajst-26214	138	13	.	.	PUNCT
ajst-26214	139	1	[	[	X
ajst-26214	139	2	14	14	NUM
ajst-26214	139	3	]	]	X
ajst-26214	139	4	yao	yao	PROPN
ajst-26214	139	5	y	y	PROPN
ajst-26214	139	6	,	,	PUNCT
ajst-26214	139	7	meng	meng	PROPN
ajst-26214	139	8	h	h	PROPN
ajst-26214	139	9	,	,	PUNCT
ajst-26214	139	10	gao	gao	PROPN
ajst-26214	139	11	y	y	PROPN
ajst-26214	139	12	,	,	PUNCT
ajst-26214	139	13	et	et	PROPN
ajst-26214	139	14	al	al	PROPN
ajst-26214	139	15	.	.	PUNCT
ajst-26214	140	1	linear	linear	ADJ
ajst-26214	140	2	dimensionality	dimensionality	NOUN
ajst-26214	140	3	reduction	reduction	NOUN
ajst-26214	140	4	method	method	NOUN
ajst-26214	140	5	based	base	VERB
ajst-26214	140	6	on	on	ADP
ajst-26214	140	7	topological	topological	ADJ
ajst-26214	140	8	properties[j	properties[j	PROPN
ajst-26214	140	9	/	/	SYM
ajst-26214	140	10	ol	ol	PROPN
ajst-26214	140	11	]	]	PUNCT
ajst-26214	140	12	.	.	PUNCT
ajst-26214	141	1	information	information	NOUN
ajst-26214	141	2	sciences	sciences	PROPN
ajst-26214	141	3	,	,	PUNCT
ajst-26214	141	4	2023	2023	NUM
ajst-26214	141	5	,	,	PUNCT
ajst-26214	141	6	624	624	NUM
ajst-26214	141	7	:	:	PUNCT
ajst-26214	141	8	493	493	NUM
ajst-26214	141	9	-	-	SYM
ajst-26214	141	10	511	511	NUM
ajst-26214	141	11	.	.	PUNCT
ajst-26214	142	1	[	[	X
ajst-26214	142	2	15	15	NUM
ajst-26214	142	3	]	]	X
ajst-26214	142	4	elhenawy	elhenawy	PROPN
ajst-26214	142	5	m	m	PROPN
ajst-26214	142	6	,	,	PUNCT
ajst-26214	142	7	masoud	masoud	PROPN
ajst-26214	142	8	m	m	PROPN
ajst-26214	142	9	,	,	PUNCT
ajst-26214	142	10	glaser	glaser	PROPN
ajst-26214	142	11	s	s	PROPN
ajst-26214	142	12	,	,	PUNCT
ajst-26214	142	13	et	et	PROPN
ajst-26214	142	14	al	al	PROPN
ajst-26214	142	15	.	.	PUNCT
ajst-26214	143	1	a	a	DET
ajst-26214	143	2	new	new	ADJ
ajst-26214	143	3	approach	approach	NOUN
ajst-26214	143	4	to	to	PART
ajst-26214	143	5	improve	improve	VERB
ajst-26214	143	6	the	the	DET
ajst-26214	143	7	topological	topological	ADJ
ajst-26214	143	8	stability	stability	NOUN
ajst-26214	143	9	in	in	ADP
ajst-26214	143	10	non	non	ADJ
ajst-26214	143	11	-	-	ADJ
ajst-26214	143	12	linear	linear	ADJ
ajst-26214	143	13	dimensionality	dimensionality	NOUN
ajst-26214	143	14	reduction[j	reduction[j	NOUN
ajst-26214	143	15	/	/	SYM
ajst-26214	143	16	ol	ol	PROPN
ajst-26214	143	17	]	]	PUNCT
ajst-26214	143	18	.	.	PUNCT
ajst-26214	144	1	ieee	ieee	NOUN
ajst-26214	144	2	access	access	NOUN
ajst-26214	144	3	,	,	PUNCT
ajst-26214	144	4	2020	2020	NUM
ajst-26214	144	5	,	,	PUNCT
ajst-26214	144	6	8	8	NUM
ajst-26214	144	7	:	:	SYM
ajst-26214	144	8	33898	33898	NUM
ajst-26214	144	9	-	-	SYM
ajst-26214	144	10	33908	33908	NUM
ajst-26214	144	11	.	.	PUNCT
ajst-26214	145	1	[	[	X
ajst-26214	145	2	16	16	NUM
ajst-26214	145	3	]	]	X
ajst-26214	145	4	ren	ren	PROPN
ajst-26214	145	5	yulan	yulan	PROPN
ajst-26214	145	6	,	,	PUNCT
ajst-26214	145	7	tian	tian	PROPN
ajst-26214	145	8	mi	mi	PROPN
ajst-26214	145	9	,	,	PUNCT
ajst-26214	145	10	li	li	PROPN
ajst-26214	145	11	chunyan	chunyan	PROPN
ajst-26214	145	12	,	,	PUNCT
ajst-26214	145	13	et	et	PROPN
ajst-26214	145	14	al	al	PROPN
ajst-26214	145	15	.	.	PUNCT
ajst-26214	145	16	gas	gas	PROPN
ajst-26214	145	17	chromatographic	chromatographic	ADJ
ajst-26214	145	18	analysis	analysis	NOUN
ajst-26214	145	19	of	of	ADP
ajst-26214	145	20	trace	trace	NOUN
ajst-26214	145	21	components	component	NOUN
ajst-26214	145	22	in	in	ADP
ajst-26214	145	23	liquor[j	liquor[j	PROPN
ajst-26214	145	24	]	]	PUNCT
ajst-26214	145	25	.	.	PUNCT
ajst-26214	146	1	china	china	PROPN
ajst-26214	146	2	brewing	brewing	PROPN
ajst-26214	146	3	,	,	PUNCT
ajst-26214	146	4	2011(7	2011(7	NUM
ajst-26214	146	5	):	):	PUNCT
ajst-26214	146	6	177	177	NUM
ajst-26214	146	7	-	-	SYM
ajst-26214	146	8	179	179	NUM
ajst-26214	146	9	.	.	PUNCT
ajst-26214	147	1	[	[	X
ajst-26214	147	2	17	17	NUM
ajst-26214	147	3	]	]	X
ajst-26214	147	4	yan	yan	PROPN
ajst-26214	147	5	y	y	PROPN
ajst-26214	147	6	,	,	PUNCT
ajst-26214	147	7	chen	chen	PROPN
ajst-26214	147	8	s	s	PROPN
ajst-26214	147	9	,	,	PUNCT
ajst-26214	147	10	nie	nie	PROPN
ajst-26214	147	11	y	y	PROPN
ajst-26214	147	12	,	,	PUNCT
ajst-26214	147	13	et	et	PROPN
ajst-26214	147	14	al	al	PROPN
ajst-26214	147	15	.	.	PROPN
ajst-26214	148	1	quantitative	quantitative	ADJ
ajst-26214	148	2	analysis	analysis	NOUN
ajst-26214	148	3	of	of	ADP
ajst-26214	148	4	pyrazines	pyrazine	NOUN
ajst-26214	148	5	and	and	CCONJ
ajst-26214	148	6	their	their	PRON
ajst-26214	148	7	perceptual	perceptual	ADJ
ajst-26214	148	8	interactions	interaction	NOUN
ajst-26214	148	9	in	in	ADP
ajst-26214	148	10	soy	soy	NOUN
ajst-26214	148	11	sauce	sauce	NOUN
ajst-26214	148	12	aroma	aroma	NOUN
ajst-26214	148	13	type	type	NOUN
ajst-26214	148	14	baijiu[j	baijiu[j	NOUN
ajst-26214	148	15	/	/	SYM
ajst-26214	148	16	ol	ol	PROPN
ajst-26214	148	17	]	]	PUNCT
ajst-26214	148	18	.	.	PUNCT
ajst-26214	149	1	foods	food	NOUN
ajst-26214	149	2	,	,	PUNCT
ajst-26214	149	3	2021	2021	NUM
ajst-26214	149	4	,	,	PUNCT
ajst-26214	149	5	10(2	10(2	NUM
ajst-26214	149	6	):	):	PUNCT
ajst-26214	149	7	441	441	NUM
ajst-26214	149	8	.	.	PUNCT
ajst-26214	150	1	[	[	X
ajst-26214	150	2	18	18	NUM
ajst-26214	150	3	]	]	X
ajst-26214	150	4	lan	lan	PROPN
ajst-26214	150	5	wenbao	wenbao	VERB
ajst-26214	150	6	,	,	PUNCT
ajst-26214	150	7	che	che	PROPN
ajst-26214	150	8	chang	chang	PROPN
ajst-26214	150	9	,	,	PUNCT
ajst-26214	150	10	tao	tao	PROPN
ajst-26214	150	11	chengyun	chengyun	PROPN
ajst-26214	150	12	.	.	PUNCT
ajst-26214	151	1	spearman	spearman	NOUN
ajst-26214	151	2	rank	rank	PROPN
ajst-26214	151	3	correlation	correlation	NOUN
ajst-26214	151	4	-	-	PUNCT
ajst-26214	151	5	based	base	VERB
ajst-26214	151	6	single	single	ADJ
ajst-26214	151	7	-	-	PUNCT
ajst-26214	151	8	acting	act	VERB
ajst-26214	151	9	spectral	spectral	ADJ
ajst-26214	151	10	component	component	NOUN
ajst-26214	151	11	selection	selection	NOUN
ajst-26214	151	12	and	and	CCONJ
ajst-26214	151	13	its	its	PRON
ajst-26214	151	14	application	application	NOUN
ajst-26214	151	15	to	to	ADP
ajst-26214	151	16	sar	sar	PROPN
ajst-26214	151	17	target	target	VERB
ajst-26214	151	18	identification[j	identification[j	PROPN
ajst-26214	151	19	/	/	SYM
ajst-26214	151	20	ol	ol	PROPN
ajst-26214	151	21	]	]	PUNCT
ajst-26214	151	22	.	.	PUNCT
ajst-26214	152	1	journal	journal	PROPN
ajst-26214	152	2	of	of	ADP
ajst-26214	152	3	radio	radio	NOUN
ajst-26214	152	4	science	science	NOUN
ajst-26214	152	5	,	,	PUNCT
ajst-26214	152	6	2020	2020	NUM
ajst-26214	152	7	,	,	PUNCT
ajst-26214	152	8	35(3	35(3	NUM
ajst-26214	152	9	):	):	PUNCT
ajst-26214	152	10	414	414	NUM
ajst-26214	152	11	-	-	SYM
ajst-26214	152	12	421	421	NUM
ajst-26214	152	13	.	.	PUNCT
ajst-26214	153	1	[	[	X
ajst-26214	153	2	19	19	NUM
ajst-26214	153	3	]	]	X
ajst-26214	153	4	chen	chen	PROPN
ajst-26214	153	5	x	x	PROPN
ajst-26214	153	6	,	,	PUNCT
ajst-26214	153	7	hou	hou	PROPN
ajst-26214	153	8	y	y	PROPN
ajst-26214	153	9	,	,	PUNCT
ajst-26214	153	10	xi	xi	PROPN
ajst-26214	153	11	p.	p.	NOUN
ajst-26214	153	12	parameter	parameter	PROPN
ajst-26214	153	13	estimation	estimation	NOUN
ajst-26214	153	14	of	of	ADP
ajst-26214	153	15	the	the	DET
ajst-26214	153	16	structured	structured	ADJ
ajst-26214	153	17	illumination	illumination	NOUN
ajst-26214	153	18	pattern	pattern	NOUN
ajst-26214	153	19	based	base	VERB
ajst-26214	153	20	on	on	ADP
ajst-26214	153	21	principal	principal	ADJ
ajst-26214	153	22	component	component	NOUN
ajst-26214	153	23	analysis	analysis	NOUN
ajst-26214	153	24	(	(	PUNCT
ajst-26214	153	25	pca	pca	NOUN
ajst-26214	153	26	):	):	PUNCT
ajst-26214	153	27	pca	pca	NOUN
ajst-26214	153	28	-	-	PUNCT
ajst-26214	153	29	sim[j	sim[j	NOUN
ajst-26214	153	30	/	/	SYM
ajst-26214	153	31	ol	ol	PROPN
ajst-26214	153	32	]	]	PUNCT
ajst-26214	153	33	.	.	PUNCT
ajst-26214	154	1	light	light	ADJ
ajst-26214	154	2	-	-	PUNCT
ajst-26214	154	3	science	science	NOUN
ajst-26214	154	4	&	&	CCONJ
ajst-26214	154	5	applications	application	NOUN
ajst-26214	154	6	,	,	PUNCT
ajst-26214	154	7	2023	2023	NUM
ajst-26214	154	8	,	,	PUNCT
ajst-26214	154	9	12(1	12(1	NUM
ajst-26214	154	10	):	):	PUNCT
ajst-26214	154	11	41	41	NUM
ajst-26214	154	12	.	.	PUNCT
ajst-26214	155	1	[	[	X
ajst-26214	155	2	20	20	NUM
ajst-26214	155	3	]	]	PUNCT
ajst-26214	155	4	zhai	zhai	PROPN
ajst-26214	155	5	shuang	shuang	PROPN
ajst-26214	155	6	,	,	PUNCT
ajst-26214	155	7	tou	tou	PROPN
ajst-26214	155	8	xiangguo	xiangguo	PROPN
ajst-26214	155	9	,	,	PUNCT
ajst-26214	155	10	zhang	zhang	PROPN
ajst-26214	155	11	guiyu	guiyu	PROPN
ajst-26214	155	12	,	,	PUNCT
ajst-26214	155	13	et	et	PROPN
ajst-26214	155	14	al	al	PROPN
ajst-26214	155	15	.	.	PROPN
ajst-26214	155	16	rapid	rapid	ADJ
ajst-26214	155	17	discrimination	discrimination	NOUN
ajst-26214	155	18	of	of	ADP
ajst-26214	155	19	white	white	PROPN
ajst-26214	155	20	spirit	spirit	PROPN
ajst-26214	155	21	base	base	PROPN
ajst-26214	155	22	wine	wine	NOUN
ajst-26214	155	23	based	base	VERB
ajst-26214	155	24	on	on	ADP
ajst-26214	155	25	ft	ft	PROPN
ajst-26214	155	26	-	-	PUNCT
ajst-26214	155	27	nir	nir	NOUN
ajst-26214	155	28	spectroscopy	spectroscopy	NOUN
ajst-26214	155	29	combined	combine	VERB
ajst-26214	155	30	with	with	ADP
ajst-26214	155	31	kpca	kpca	PROPN
ajst-26214	155	32	-	-	PUNCT
ajst-26214	155	33	md	md	PROPN
ajst-26214	155	34	-	-	PUNCT
ajst-26214	155	35	svm[j	svm[j	NOUN
ajst-26214	155	36	/	/	SYM
ajst-26214	155	37	ol	ol	PROPN
ajst-26214	155	38	]	]	PUNCT
ajst-26214	155	39	.	.	PUNCT
ajst-26214	156	1	modern	modern	ADJ
ajst-26214	156	2	food	food	NOUN
ajst-26214	156	3	science	science	NOUN
ajst-26214	156	4	and	and	CCONJ
ajst-26214	156	5	technology	technology	NOUN
ajst-26214	156	6	,	,	PUNCT
ajst-26214	156	7	2022	2022	NUM
ajst-26214	156	8	,	,	PUNCT
ajst-26214	156	9	38(4	38(4	NUM
ajst-26214	156	10	):	):	PUNCT
ajst-26214	156	11	248	248	NUM
ajst-26214	156	12	-	-	SYM
ajst-26214	156	13	253	253	NUM
ajst-26214	156	14	.	.	PUNCT
ajst-26214	157	1	[	[	X
ajst-26214	157	2	21	21	NUM
ajst-26214	157	3	]	]	PUNCT
ajst-26214	157	4	he	he	PRON
ajst-26214	157	5	y	y	PROPN
ajst-26214	157	6	,	,	PUNCT
ajst-26214	157	7	ye	ye	PROPN
ajst-26214	157	8	l	l	NOUN
ajst-26214	157	9	,	,	PUNCT
ajst-26214	157	10	zhu	zhu	PROPN
ajst-26214	157	11	x	x	X
ajst-26214	157	12	,	,	PUNCT
ajst-26214	157	13	et	et	PROPN
ajst-26214	157	14	al	al	PROPN
ajst-26214	157	15	.	.	PROPN
ajst-26214	158	1	feature	feature	NOUN
ajst-26214	158	2	extraction	extraction	NOUN
ajst-26214	158	3	based	base	VERB
ajst-26214	158	4	on	on	ADP
ajst-26214	158	5	psofc	psofc	NOUN
ajst-26214	158	6	optimizing	optimize	VERB
ajst-26214	158	7	kpca	kpca	NOUN
ajst-26214	158	8	and	and	CCONJ
ajst-26214	158	9	wear	wear	VERB
ajst-26214	158	10	fault	fault	NOUN
ajst-26214	158	11	identification	identification	NOUN
ajst-26214	158	12	of	of	ADP
ajst-26214	158	13	planetary	planetary	ADJ
ajst-26214	158	14	gear[j	gear[j	NOUN
ajst-26214	158	15	/	/	SYM
ajst-26214	158	16	ol	ol	ADJ
ajst-26214	158	17	]	]	PUNCT
ajst-26214	158	18	.	.	PUNCT
ajst-26214	159	1	journal	journal	PROPN
ajst-26214	159	2	of	of	ADP
ajst-26214	159	3	mechanical	mechanical	ADJ
ajst-26214	159	4	science	science	NOUN
ajst-26214	159	5	and	and	CCONJ
ajst-26214	159	6	technology	technology	NOUN
ajst-26214	159	7	,	,	PUNCT
ajst-26214	159	8	2021	2021	NUM
ajst-26214	159	9	,	,	PUNCT
ajst-26214	159	10	35(6	35(6	NUM
ajst-26214	159	11	):	):	PUNCT
ajst-26214	159	12	2347	2347	NUM
ajst-26214	159	13	-	-	SYM
ajst-26214	159	14	2357	2357	NUM
ajst-26214	159	15	.	.	PUNCT
ajst-26214	160	1	[	[	X
ajst-26214	160	2	22	22	NUM
ajst-26214	160	3	]	]	X
ajst-26214	160	4	zhang	zhang	PROPN
ajst-26214	160	5	k	k	PROPN
ajst-26214	160	6	,	,	PUNCT
ajst-26214	160	7	zhang	zhang	PROPN
ajst-26214	160	8	k	k	PROPN
ajst-26214	160	9	,	,	PUNCT
ajst-26214	160	10	bao	bao	PROPN
ajst-26214	160	11	r.	r.	PROPN
ajst-26214	160	12	prediction	prediction	NOUN
ajst-26214	160	13	of	of	ADP
ajst-26214	160	14	gas	gas	NOUN
ajst-26214	160	15	explosion	explosion	NOUN
ajst-26214	160	16	pressures	pressure	NOUN
ajst-26214	160	17	:	:	PUNCT
ajst-26214	160	18	a	a	DET
ajst-26214	160	19	machine	machine	NOUN
ajst-26214	160	20	learning	learn	VERB
ajst-26214	160	21	algorithm	algorithm	NOUN
ajst-26214	160	22	based	base	VERB
ajst-26214	160	23	on	on	ADP
ajst-26214	160	24	kpca	kpca	PROPN
ajst-26214	160	25	and	and	CCONJ
ajst-26214	160	26	an	an	DET
ajst-26214	160	27	optimized	optimize	VERB
ajst-26214	160	28	lssvm[j	lssvm[j	PROPN
ajst-26214	160	29	/	/	SYM
ajst-26214	160	30	ol	ol	PROPN
ajst-26214	160	31	]	]	PUNCT
ajst-26214	160	32	.	.	PUNCT
ajst-26214	161	1	journal	journal	PROPN
ajst-26214	161	2	of	of	ADP
ajst-26214	161	3	loss	loss	NOUN
ajst-26214	161	4	prevention	prevention	NOUN
ajst-26214	161	5	in	in	ADP
ajst-26214	161	6	the	the	DET
ajst-26214	161	7	process	process	NOUN
ajst-26214	161	8	industries	industry	NOUN
ajst-26214	161	9	,	,	PUNCT
ajst-26214	161	10	2023	2023	NUM
ajst-26214	161	11	,	,	PUNCT
ajst-26214	161	12	83	83	NUM
ajst-26214	161	13	:	:	SYM
ajst-26214	161	14	105082	105082	NUM
ajst-26214	161	15	.	.	PUNCT
ajst-26214	162	1	[	[	X
ajst-26214	162	2	23	23	NUM
ajst-26214	162	3	]	]	X
ajst-26214	162	4	chen	chen	PROPN
ajst-26214	162	5	h	h	PROPN
ajst-26214	162	6	,	,	PUNCT
ajst-26214	162	7	tan	tan	PROPN
ajst-26214	162	8	c	c	NOUN
ajst-26214	162	9	,	,	PUNCT
ajst-26214	162	10	wu	wu	PROPN
ajst-26214	162	11	t	t	PROPN
ajst-26214	162	12	,	,	PUNCT
ajst-26214	162	13	et	et	PROPN
ajst-26214	162	14	al	al	PROPN
ajst-26214	162	15	.	.	PUNCT
ajst-26214	162	16	discrimination	discrimination	NOUN
ajst-26214	162	17	between	between	ADP
ajst-26214	162	18	authentic	authentic	ADJ
ajst-26214	162	19	and	and	CCONJ
ajst-26214	162	20	adulterated	adulterate	VERB
ajst-26214	162	21	liquors	liquor	NOUN
ajst-26214	162	22	by	by	ADP
ajst-26214	162	23	near	near	ADV
ajst-26214	162	24	-	-	PUNCT
ajst-26214	162	25	infrared	infrared	ADJ
ajst-26214	162	26	spectroscopy	spectroscopy	NOUN
ajst-26214	162	27	and	and	CCONJ
ajst-26214	162	28	ensemble	ensemble	ADJ
ajst-26214	162	29	classification[j	classification[j	PROPN
ajst-26214	162	30	/	/	SYM
ajst-26214	162	31	ol	ol	PROPN
ajst-26214	162	32	]	]	PUNCT
ajst-26214	162	33	.	.	PUNCT
ajst-26214	163	1	spectrochimica	spectrochimica	PROPN
ajst-26214	163	2	acta	acta	PROPN
ajst-26214	163	3	part	part	PROPN
ajst-26214	163	4	a	a	DET
ajst-26214	163	5	:	:	PUNCT
ajst-26214	163	6	molecular	molecular	ADJ
ajst-26214	163	7	and	and	CCONJ
ajst-26214	163	8	biomolecular	biomolecular	ADJ
ajst-26214	163	9	spectroscopy	spectroscopy	NOUN
ajst-26214	163	10	,	,	PUNCT
ajst-26214	163	11	2014	2014	NUM
ajst-26214	163	12	,	,	PUNCT
ajst-26214	163	13	130	130	NUM
ajst-26214	163	14	:	:	PUNCT
ajst-26214	163	15	245249	245249	NUM
ajst-26214	163	16	.	.	PUNCT
ajst-26214	164	1	[	[	X
ajst-26214	164	2	24	24	NUM
ajst-26214	164	3	]	]	X
ajst-26214	164	4	liu	liu	PROPN
ajst-26214	164	5	g	g	PROPN
ajst-26214	164	6	,	,	PUNCT
ajst-26214	164	7	wang	wang	PROPN
ajst-26214	164	8	l	l	PROPN
ajst-26214	164	9	,	,	PUNCT
ajst-26214	164	10	liu	liu	PROPN
ajst-26214	164	11	d	d	PROPN
ajst-26214	164	12	,	,	PUNCT
ajst-26214	164	13	et	et	PROPN
ajst-26214	164	14	al	al	PROPN
ajst-26214	164	15	.	.	PUNCT
ajst-26214	164	16	hyperspectral	hyperspectral	ADJ
ajst-26214	164	17	image	image	NOUN
ajst-26214	164	18	classification	classification	NOUN
ajst-26214	164	19	based	base	VERB
ajst-26214	164	20	on	on	ADP
ajst-26214	164	21	non	non	ADJ
ajst-26214	164	22	-	-	ADJ
ajst-26214	164	23	parallel	parallel	ADJ
ajst-26214	164	24	support	support	NOUN
ajst-26214	164	25	vector	vector	NOUN
ajst-26214	164	26	machine[j	machine[j	PROPN
ajst-26214	164	27	/	/	SYM
ajst-26214	164	28	ol	ol	PROPN
ajst-26214	164	29	]	]	PUNCT
ajst-26214	164	30	.	.	PUNCT
ajst-26214	165	1	remote	remote	ADJ
ajst-26214	165	2	sensing	sensing	NOUN
ajst-26214	165	3	,	,	PUNCT
ajst-26214	165	4	2022	2022	NUM
ajst-26214	165	5	,	,	PUNCT
ajst-26214	165	6	14(10	14(10	NUM
ajst-26214	165	7	):	):	PUNCT
ajst-26214	165	8	2447	2447	NUM
ajst-26214	165	9	.	.	PUNCT
ajst-26214	166	1	[	[	X
ajst-26214	166	2	25	25	NUM
ajst-26214	166	3	]	]	X
ajst-26214	166	4	gündoğdu	gündoğdu	PROPN
ajst-26214	166	5	s.	s.	PROPN
ajst-26214	166	6	efficient	efficient	ADJ
ajst-26214	166	7	prediction	prediction	NOUN
ajst-26214	166	8	of	of	ADP
ajst-26214	166	9	early	early	ADJ
ajst-26214	166	10	-	-	PUNCT
ajst-26214	166	11	stage	stage	NOUN
ajst-26214	166	12	diabetes	diabetes	NOUN
ajst-26214	166	13	using	use	VERB
ajst-26214	166	14	xgboost	xgboost	PROPN
ajst-26214	166	15	classifier	classifier	NOUN
ajst-26214	166	16	with	with	ADP
ajst-26214	166	17	random	random	ADJ
ajst-26214	166	18	forest	forest	NOUN
ajst-26214	166	19	feature	feature	NOUN
ajst-26214	166	20	selection	selection	NOUN
ajst-26214	166	21	technique[j	technique[j	PROPN
ajst-26214	166	22	/	/	SYM
ajst-26214	166	23	ol	ol	PROPN
ajst-26214	166	24	]	]	PUNCT
ajst-26214	166	25	.	.	PUNCT
ajst-26214	167	1	multimedia	multimedia	NOUN
ajst-26214	167	2	tools	tool	NOUN
ajst-26214	167	3	and	and	CCONJ
ajst-26214	167	4	applications	application	NOUN
ajst-26214	167	5	,	,	PUNCT
ajst-26214	167	6	2023	2023	NUM
ajst-26214	167	7	.	.	PUNCT
ajst-26214	168	1	[	[	X
ajst-26214	168	2	26	26	NUM
ajst-26214	168	3	]	]	X
ajst-26214	168	4	chen	chen	PROPN
ajst-26214	168	5	r	r	PROPN
ajst-26214	168	6	,	,	PUNCT
ajst-26214	168	7	jia	jia	PROPN
ajst-26214	168	8	b	b	PROPN
ajst-26214	168	9	,	,	PUNCT
ajst-26214	168	10	ma	ma	PROPN
ajst-26214	168	11	l	l	PROPN
ajst-26214	168	12	,	,	PUNCT
ajst-26214	168	13	et	et	PROPN
ajst-26214	168	14	al	al	PROPN
ajst-26214	168	15	.	.	PROPN
ajst-26214	168	16	marine	marine	PROPN
ajst-26214	168	17	radar	radar	NOUN
ajst-26214	168	18	oil	oil	NOUN
ajst-26214	168	19	spill	spill	NOUN
ajst-26214	168	20	extraction	extraction	NOUN
ajst-26214	168	21	based	base	VERB
ajst-26214	168	22	on	on	ADP
ajst-26214	168	23	texture	texture	ADJ
ajst-26214	168	24	features	feature	NOUN
ajst-26214	168	25	and	and	CCONJ
ajst-26214	168	26	bp	bp	PROPN
ajst-26214	168	27	neural	neural	PROPN
ajst-26214	168	28	network[j	network[j	PROPN
ajst-26214	168	29	/	/	SYM
ajst-26214	168	30	ol	ol	PROPN
ajst-26214	168	31	]	]	PUNCT
ajst-26214	168	32	.	.	PUNCT
ajst-26214	169	1	journal	journal	PROPN
ajst-26214	169	2	of	of	ADP
ajst-26214	169	3	marine	marine	PROPN
ajst-26214	169	4	science	science	NOUN
ajst-26214	169	5	and	and	CCONJ
ajst-26214	169	6	engineering	engineering	NOUN
ajst-26214	169	7	,	,	PUNCT
ajst-26214	169	8	2022	2022	NUM
ajst-26214	169	9	,	,	PUNCT
ajst-26214	169	10	10(12	10(12	NUM
ajst-26214	169	11	):	):	PUNCT
ajst-26214	169	12	1904	1904	NUM
ajst-26214	169	13	.	.	PUNCT
ajst-26214	170	1	[	[	X
ajst-26214	170	2	27	27	NUM
ajst-26214	170	3	]	]	X
ajst-26214	170	4	yang	yang	PROPN
ajst-26214	170	5	y	y	PROPN
ajst-26214	170	6	,	,	PUNCT
ajst-26214	170	7	liu	liu	PROPN
ajst-26214	170	8	h	h	PROPN
ajst-26214	170	9	,	,	PUNCT
ajst-26214	170	10	gu	gu	PROPN
ajst-26214	170	11	y.	y.	NOUN
ajst-26214	170	12	a	a	DET
ajst-26214	170	13	model	model	NOUN
ajst-26214	170	14	transfer	transfer	NOUN
ajst-26214	170	15	learning	learn	VERB
ajst-26214	170	16	framework	framework	NOUN
ajst-26214	170	17	with	with	ADP
ajst-26214	170	18	back	back	ADJ
ajst-26214	170	19	-	-	PUNCT
ajst-26214	170	20	propagation	propagation	NOUN
ajst-26214	170	21	neural	neural	ADJ
ajst-26214	170	22	network	network	NOUN
ajst-26214	170	23	for	for	ADP
ajst-26214	170	24	wine	wine	NOUN
ajst-26214	170	25	and	and	CCONJ
ajst-26214	170	26	chinese	chinese	ADJ
ajst-26214	170	27	liquor	liquor	NOUN
ajst-26214	170	28	detection	detection	NOUN
ajst-26214	170	29	by	by	ADP
ajst-26214	170	30	electronic	electronic	ADJ
ajst-26214	170	31	nose[j	nose[j	NOUN
ajst-26214	170	32	/	/	SYM
ajst-26214	170	33	ol	ol	PROPN
ajst-26214	170	34	]	]	PUNCT
ajst-26214	170	35	.	.	PUNCT
ajst-26214	171	1	ieee	ieee	NOUN
ajst-26214	171	2	access	access	NOUN
ajst-26214	171	3	,	,	PUNCT
ajst-26214	171	4	2020	2020	NUM
ajst-26214	171	5	,	,	PUNCT
ajst-26214	171	6	8	8	NUM
ajst-26214	171	7	:	:	SYM
ajst-26214	171	8	105278	105278	NUM
ajst-26214	171	9	-	-	SYM
ajst-26214	171	10	105285	105285	NUM
ajst-26214	171	11	.	.	PUNCT
ajst-26214	172	1	[	[	X
ajst-26214	172	2	28	28	NUM
ajst-26214	172	3	]	]	X
ajst-26214	172	4	tang	tang	PROPN
ajst-26214	172	5	,	,	PUNCT
ajst-26214	172	6	jianqing	jianqe	VERB
ajst-26214	172	7	.	.	PUNCT
ajst-26214	173	1	quantitative	quantitative	ADJ
ajst-26214	173	2	investment	investment	NOUN
ajst-26214	173	3	based	base	VERB
ajst-26214	173	4	on	on	ADP
ajst-26214	173	5	bp	bp	PROPN
ajst-26214	173	6	neural	neural	ADJ
ajst-26214	173	7	network	network	NOUN
ajst-26214	174	1	[	[	X
ajst-26214	174	2	d	d	X
ajst-26214	174	3	/	/	SYM
ajst-26214	174	4	ol	ol	ADJ
ajst-26214	174	5	]	]	PUNCT
ajst-26214	174	6	.	.	PUNCT
ajst-26214	175	1	soochow	soochow	PROPN
ajst-26214	175	2	university	university	PROPN
ajst-26214	175	3	,	,	PUNCT
ajst-26214	175	4	2019	2019	NUM
ajst-26214	175	5	.	.	PUNCT
ajst-26214	176	1	[	[	X
ajst-26214	176	2	29	29	NUM
ajst-26214	176	3	]	]	PUNCT
ajst-26214	176	4	xu	xu	PROPN
ajst-26214	177	1	y	y	PROPN
ajst-26214	177	2	,	,	PUNCT
ajst-26214	177	3	zhao	zhao	PROPN
ajst-26214	177	4	j	j	PROPN
ajst-26214	177	5	,	,	PUNCT
ajst-26214	177	6	liu	liu	PROPN
ajst-26214	177	7	x	x	PROPN
ajst-26214	177	8	,	,	PUNCT
ajst-26214	177	9	et	et	PROPN
ajst-26214	177	10	al	al	PROPN
ajst-26214	177	11	.	.	PROPN
ajst-26214	177	12	flavor	flavor	PROPN
ajst-26214	177	13	mystery	mystery	NOUN
ajst-26214	177	14	of	of	ADP
ajst-26214	177	15	chinese	chinese	ADJ
ajst-26214	177	16	traditional	traditional	ADJ
ajst-26214	177	17	fermented	ferment	VERB
ajst-26214	177	18	baijiu	baijiu	NOUN
ajst-26214	177	19	:	:	PUNCT
ajst-26214	177	20	the	the	DET
ajst-26214	177	21	great	great	ADJ
ajst-26214	177	22	contribution	contribution	NOUN
ajst-26214	177	23	of	of	ADP
ajst-26214	177	24	ester	ester	NOUN
ajst-26214	177	25	compounds[j	compounds[j	PROPN
ajst-26214	177	26	/	/	SYM
ajst-26214	177	27	ol	ol	PROPN
ajst-26214	177	28	]	]	PUNCT
ajst-26214	177	29	.	.	PUNCT
ajst-26214	178	1	food	food	NOUN
ajst-26214	178	2	chemistry	chemistry	NOUN
ajst-26214	178	3	,	,	PUNCT
ajst-26214	178	4	2022	2022	NUM
ajst-26214	178	5	,	,	PUNCT
ajst-26214	178	6	369	369	NUM
ajst-26214	178	7	:	:	PUNCT
ajst-26214	178	8	130920	130920	NUM
ajst-26214	178	9	.	.	PUNCT