id	sid	tid	token	lemma	pos
ecletica-1232	1	1	technical	technical	PROPN
ecletica-1232	1	2	note	note	PROPN
ecletica-1232	1	3	iq.unesp.br/ecletica	iq.unesp.br/ecletica	PROPN
ecletica-1232	1	4	|	|	ADP
ecletica-1232	1	5	vol	vol	NOUN
ecletica-1232	1	6	.	.	PUNCT
ecletica-1232	2	1	46	46	NUM
ecletica-1232	3	1	|	|	ADV
ecletica-1232	3	2	n.	n.	NOUN
ecletica-1232	3	3	3	3	NUM
ecletica-1232	4	1	|	|	ADV
ecletica-1232	4	2	2021	2021	NUM
ecletica-1232	4	3	|	|	ADV
ecletica-1232	4	4	49	49	NUM
ecletica-1232	4	5	eclética	eclética	PROPN
ecletica-1232	4	6	química	química	PROPN
ecletica-1232	4	7	journal	journal	PROPN
ecletica-1232	4	8	,	,	PUNCT
ecletica-1232	4	9	vol	vol	NOUN
ecletica-1232	4	10	.	.	PROPN
ecletica-1232	4	11	46	46	NUM
ecletica-1232	4	12	,	,	PUNCT
ecletica-1232	4	13	n.	n.	NOUN
ecletica-1232	4	14	3	3	NUM
ecletica-1232	4	15	,	,	PUNCT
ecletica-1232	4	16	2021	2021	NUM
ecletica-1232	4	17	,	,	PUNCT
ecletica-1232	4	18	49	49	NUM
ecletica-1232	4	19	-	-	SYM
ecletica-1232	4	20	54	54	NUM
ecletica-1232	4	21	issn	issn	NOUN
ecletica-1232	4	22	:	:	PUNCT
ecletica-1232	4	23	1678	1678	NUM
ecletica-1232	4	24	-	-	SYM
ecletica-1232	4	25	4618	4618	NUM
ecletica-1232	4	26	doi	doi	NOUN
ecletica-1232	4	27	:	:	PUNCT
ecletica-1232	4	28	10.26850/1678	10.26850/1678	NUM
ecletica-1232	4	29	-	-	SYM
ecletica-1232	4	30	4618eqj.v46.3.2021.p49	4618eqj.v46.3.2021.p49	NUM
ecletica-1232	4	31	-	-	PUNCT
ecletica-1232	4	32	54	54	NUM
ecletica-1232	4	33	artificial	artificial	ADJ
ecletica-1232	4	34	intelligence	intelligence	NOUN
ecletica-1232	4	35	method	method	NOUN
ecletica-1232	4	36	developed	develop	VERB
ecletica-1232	4	37	for	for	ADP
ecletica-1232	4	38	classifying	classify	VERB
ecletica-1232	4	39	raw	raw	ADJ
ecletica-1232	4	40	sugarcane	sugarcane	NOUN
ecletica-1232	4	41	in	in	ADP
ecletica-1232	4	42	the	the	DET
ecletica-1232	4	43	presence	presence	NOUN
ecletica-1232	4	44	of	of	ADP
ecletica-1232	4	45	the	the	DET
ecletica-1232	4	46	solid	solid	ADJ
ecletica-1232	4	47	impurity	impurity	NOUN
ecletica-1232	4	48	lucas	lucas	PROPN
ecletica-1232	4	49	janoni	janoni	PROPN
ecletica-1232	4	50	dos	dos	PROPN
ecletica-1232	4	51	santos1,2	santos1,2	PROPN
ecletica-1232	4	52	,	,	PUNCT
ecletica-1232	4	53	érica	érica	PROPN
ecletica-1232	4	54	regina	regina	PROPN
ecletica-1232	4	55	filletti1,2	filletti1,2	PROPN
ecletica-1232	4	56	,	,	PUNCT
ecletica-1232	4	57	fabiola	fabiola	PROPN
ecletica-1232	4	58	manhas	manha	VERB
ecletica-1232	4	59	verbi	verbi	PROPN
ecletica-1232	4	60	pereira1,2,3	pereira1,2,3	PROPN
ecletica-1232	4	61	+	+	X
ecletica-1232	4	62	1	1	X
ecletica-1232	4	63	.	.	NOUN
ecletica-1232	4	64	são	são	PROPN
ecletica-1232	4	65	paulo	paulo	PROPN
ecletica-1232	4	66	state	state	PROPN
ecletica-1232	4	67	university	university	PROPN
ecletica-1232	4	68	,	,	PUNCT
ecletica-1232	4	69	institute	institute	NOUN
ecletica-1232	4	70	of	of	ADP
ecletica-1232	4	71	chemistry	chemistry	NOUN
ecletica-1232	4	72	,	,	PUNCT
ecletica-1232	4	73	araraquara	araraquara	NOUN
ecletica-1232	4	74	,	,	PUNCT
ecletica-1232	4	75	brazil	brazil	PROPN
ecletica-1232	4	76	.	.	PUNCT
ecletica-1232	5	1	2	2	X
ecletica-1232	5	2	.	.	X
ecletica-1232	5	3	bioenergy	bioenergy	PROPN
ecletica-1232	5	4	research	research	PROPN
ecletica-1232	5	5	institute	institute	PROPN
ecletica-1232	5	6	,	,	PUNCT
ecletica-1232	5	7	group	group	NOUN
ecletica-1232	5	8	of	of	ADP
ecletica-1232	5	9	alternative	alternative	ADJ
ecletica-1232	5	10	analytical	analytical	ADJ
ecletica-1232	5	11	approaches	approach	NOUN
ecletica-1232	5	12	,	,	PUNCT
ecletica-1232	5	13	araraquara	araraquara	NOUN
ecletica-1232	5	14	,	,	PUNCT
ecletica-1232	5	15	brazil	brazil	PROPN
ecletica-1232	5	16	.	.	PUNCT
ecletica-1232	6	1	3	3	X
ecletica-1232	6	2	.	.	X
ecletica-1232	6	3	national	national	PROPN
ecletica-1232	6	4	institute	institute	PROPN
ecletica-1232	6	5	of	of	ADP
ecletica-1232	6	6	alternative	alternative	ADJ
ecletica-1232	6	7	technologies	technology	NOUN
ecletica-1232	6	8	for	for	ADP
ecletica-1232	6	9	detection	detection	NOUN
ecletica-1232	6	10	toxicological	toxicological	ADJ
ecletica-1232	6	11	assessment	assessment	NOUN
ecletica-1232	6	12	and	and	CCONJ
ecletica-1232	6	13	removal	removal	NOUN
ecletica-1232	6	14	of	of	ADP
ecletica-1232	6	15	micropollutants	micropollutant	NOUN
ecletica-1232	6	16	and	and	CCONJ
ecletica-1232	6	17	radioactive	radioactive	ADJ
ecletica-1232	6	18	substances	substance	NOUN
ecletica-1232	6	19	,	,	PUNCT
ecletica-1232	6	20	araraquara	araraquara	NOUN
ecletica-1232	6	21	,	,	PUNCT
ecletica-1232	6	22	brazil	brazil	PROPN
ecletica-1232	6	23	.	.	PUNCT
ecletica-1232	7	1	+	+	PUNCT
ecletica-1232	7	2	corresponding	correspond	VERB
ecletica-1232	7	3	author	author	NOUN
ecletica-1232	7	4	:	:	PUNCT
ecletica-1232	7	5	fabiola	fabiola	PROPN
ecletica-1232	7	6	manhas	manha	VERB
ecletica-1232	7	7	verbi	verbi	PROPN
ecletica-1232	7	8	pereira	pereira	PROPN
ecletica-1232	7	9	,	,	PUNCT
ecletica-1232	7	10	phone	phone	NOUN
ecletica-1232	7	11	:	:	PUNCT
ecletica-1232	7	12	+55	+55	PROPN
ecletica-1232	7	13	(	(	PUNCT
ecletica-1232	7	14	16	16	NUM
ecletica-1232	7	15	)	)	PUNCT
ecletica-1232	7	16	33019609	33019609	NUM
ecletica-1232	7	17	,	,	PUNCT
ecletica-1232	7	18	email	email	NOUN
ecletica-1232	7	19	address	address	NOUN
ecletica-1232	7	20	:	:	PUNCT
ecletica-1232	7	21	fabiola.verbi@unesp.br	fabiola.verbi@unesp.br	NOUN
ecletica-1232	7	22	article	article	NOUN
ecletica-1232	7	23	info	info	NOUN
ecletica-1232	7	24	article	article	NOUN
ecletica-1232	7	25	history	history	NOUN
ecletica-1232	7	26	:	:	PUNCT
ecletica-1232	7	27	received	receive	VERB
ecletica-1232	7	28	:	:	PUNCT
ecletica-1232	7	29	january	january	PROPN
ecletica-1232	7	30	11	11	NUM
ecletica-1232	7	31	,	,	PUNCT
ecletica-1232	7	32	2021	2021	NUM
ecletica-1232	7	33	accepted	accept	VERB
ecletica-1232	7	34	:	:	PUNCT
ecletica-1232	7	35	may	may	AUX
ecletica-1232	7	36	02	02	NUM
ecletica-1232	7	37	,	,	PUNCT
ecletica-1232	7	38	2021	2021	NUM
ecletica-1232	7	39	published	publish	VERB
ecletica-1232	7	40	:	:	PUNCT
ecletica-1232	7	41	july	july	PROPN
ecletica-1232	7	42	01	01	NUM
ecletica-1232	7	43	,	,	PUNCT
ecletica-1232	7	44	2021	2021	NUM
ecletica-1232	7	45	section	section	NOUN
ecletica-1232	7	46	editor	editor	NOUN
ecletica-1232	7	47	:	:	PUNCT
ecletica-1232	7	48	assis	assis	PROPN
ecletica-1232	7	49	vicente	vicente	PROPN
ecletica-1232	7	50	benedetti	benedetti	PROPN
ecletica-1232	7	51	keywords	keyword	NOUN
ecletica-1232	7	52	1	1	X
ecletica-1232	7	53	.	.	PUNCT
ecletica-1232	8	1	sugarcane	sugarcane	NOUN
ecletica-1232	8	2	2	2	NUM
ecletica-1232	8	3	.	.	PUNCT
ecletica-1232	9	1	classification	classification	NOUN
ecletica-1232	9	2	3	3	NUM
ecletica-1232	9	3	.	.	PUNCT
ecletica-1232	10	1	ann	ann	PROPN
ecletica-1232	10	2	4	4	NUM
ecletica-1232	10	3	.	.	PUNCT
ecletica-1232	10	4	bioenergy	bioenergy	NOUN
ecletica-1232	10	5	5	5	NUM
ecletica-1232	10	6	.	.	PUNCT
ecletica-1232	10	7	image	image	NOUN
ecletica-1232	10	8	abstract	abstract	NOUN
ecletica-1232	10	9	:	:	PUNCT
ecletica-1232	10	10	an	an	DET
ecletica-1232	10	11	investigation	investigation	NOUN
ecletica-1232	10	12	dedicated	dedicate	VERB
ecletica-1232	10	13	to	to	ADP
ecletica-1232	10	14	evaluating	evaluate	VERB
ecletica-1232	10	15	a	a	DET
ecletica-1232	10	16	big	big	ADJ
ecletica-1232	10	17	issue	issue	NOUN
ecletica-1232	10	18	in	in	ADP
ecletica-1232	10	19	biorefineries	biorefinerie	NOUN
ecletica-1232	10	20	,	,	PUNCT
ecletica-1232	10	21	solid	solid	ADJ
ecletica-1232	10	22	impurity	impurity	NOUN
ecletica-1232	10	23	in	in	ADP
ecletica-1232	10	24	raw	raw	ADJ
ecletica-1232	10	25	sugarcane	sugarcane	NOUN
ecletica-1232	10	26	,	,	PUNCT
ecletica-1232	10	27	is	be	AUX
ecletica-1232	10	28	presented	present	VERB
ecletica-1232	10	29	.	.	PUNCT
ecletica-1232	11	1	this	this	DET
ecletica-1232	11	2	relevant	relevant	ADJ
ecletica-1232	11	3	industrial	industrial	ADJ
ecletica-1232	11	4	sector	sector	NOUN
ecletica-1232	11	5	requests	request	VERB
ecletica-1232	11	6	a	a	DET
ecletica-1232	11	7	high	high	ADJ
ecletica-1232	11	8	-	-	PUNCT
ecletica-1232	11	9	frequency	frequency	NOUN
ecletica-1232	11	10	,	,	PUNCT
ecletica-1232	11	11	low	low	ADJ
ecletica-1232	11	12	-	-	PUNCT
ecletica-1232	11	13	cost	cost	NOUN
ecletica-1232	11	14	,	,	PUNCT
ecletica-1232	11	15	and	and	CCONJ
ecletica-1232	11	16	noninvasive	noninvasive	ADJ
ecletica-1232	11	17	method	method	NOUN
ecletica-1232	11	18	.	.	PUNCT
ecletica-1232	12	1	then	then	ADV
ecletica-1232	12	2	,	,	PUNCT
ecletica-1232	12	3	the	the	DET
ecletica-1232	12	4	developed	develop	VERB
ecletica-1232	12	5	method	method	NOUN
ecletica-1232	12	6	uses	use	VERB
ecletica-1232	12	7	the	the	DET
ecletica-1232	12	8	averaged	average	VERB
ecletica-1232	12	9	color	color	NOUN
ecletica-1232	12	10	values	value	NOUN
ecletica-1232	12	11	of	of	ADP
ecletica-1232	12	12	ten	ten	NUM
ecletica-1232	12	13	color	color	NOUN
ecletica-1232	12	14	-	-	PUNCT
ecletica-1232	12	15	scale	scale	NOUN
ecletica-1232	12	16	descriptors	descriptor	NOUN
ecletica-1232	12	17	:	:	PUNCT
ecletica-1232	13	1	r	r	NOUN
ecletica-1232	13	2	(	(	PUNCT
ecletica-1232	13	3	red	red	ADJ
ecletica-1232	13	4	)	)	PUNCT
ecletica-1232	13	5	,	,	PUNCT
ecletica-1232	13	6	g	g	PROPN
ecletica-1232	13	7	(	(	PUNCT
ecletica-1232	13	8	green	green	PROPN
ecletica-1232	13	9	)	)	PUNCT
ecletica-1232	13	10	,	,	PUNCT
ecletica-1232	13	11	b	b	X
ecletica-1232	13	12	(	(	PUNCT
ecletica-1232	13	13	blue	blue	NOUN
ecletica-1232	13	14	)	)	PUNCT
ecletica-1232	13	15	,	,	PUNCT
ecletica-1232	13	16	their	their	PRON
ecletica-1232	13	17	relative	relative	ADJ
ecletica-1232	13	18	colors	color	NOUN
ecletica-1232	13	19	(	(	PUNCT
ecletica-1232	13	20	r	r	NOUN
ecletica-1232	13	21	,	,	PUNCT
ecletica-1232	13	22	g	g	NOUN
ecletica-1232	13	23	,	,	PUNCT
ecletica-1232	13	24	and	and	CCONJ
ecletica-1232	13	25	b	b	X
ecletica-1232	13	26	)	)	PUNCT
ecletica-1232	13	27	,	,	PUNCT
ecletica-1232	13	28	h	h	NOUN
ecletica-1232	13	29	(	(	PUNCT
ecletica-1232	13	30	hue	hue	NOUN
ecletica-1232	13	31	)	)	PUNCT
ecletica-1232	13	32	,	,	PUNCT
ecletica-1232	13	33	s	s	X
ecletica-1232	13	34	(	(	PUNCT
ecletica-1232	13	35	saturation	saturation	NOUN
ecletica-1232	13	36	)	)	PUNCT
ecletica-1232	13	37	,	,	PUNCT
ecletica-1232	13	38	v	v	NOUN
ecletica-1232	13	39	(	(	PUNCT
ecletica-1232	13	40	value	value	NOUN
ecletica-1232	13	41	)	)	PUNCT
ecletica-1232	13	42	and	and	CCONJ
ecletica-1232	13	43	l	l	NOUN
ecletica-1232	13	44	(	(	PUNCT
ecletica-1232	13	45	luminosity	luminosity	NOUN
ecletica-1232	13	46	)	)	PUNCT
ecletica-1232	13	47	from	from	ADP
ecletica-1232	13	48	digital	digital	ADJ
ecletica-1232	13	49	images	image	NOUN
ecletica-1232	13	50	acquired	acquire	VERB
ecletica-1232	13	51	from	from	ADP
ecletica-1232	13	52	146	146	NUM
ecletica-1232	13	53	solid	solid	ADJ
ecletica-1232	13	54	mixtures	mixture	NOUN
ecletica-1232	13	55	among	among	ADP
ecletica-1232	13	56	sugarcane	sugarcane	NOUN
ecletica-1232	13	57	stalks	stalk	NOUN
ecletica-1232	13	58	and	and	CCONJ
ecletica-1232	13	59	solid	solid	ADJ
ecletica-1232	13	60	impurity	impurity	NOUN
ecletica-1232	13	61	—	—	PUNCT
ecletica-1232	13	62	vegetal	vegetal	ADJ
ecletica-1232	13	63	parts	part	NOUN
ecletica-1232	13	64	(	(	PUNCT
ecletica-1232	13	65	green	green	ADJ
ecletica-1232	13	66	and	and	CCONJ
ecletica-1232	13	67	dry	dry	ADJ
ecletica-1232	13	68	leaves	leave	NOUN
ecletica-1232	13	69	)	)	PUNCT
ecletica-1232	13	70	and	and	CCONJ
ecletica-1232	13	71	soil	soil	NOUN
ecletica-1232	13	72	.	.	PUNCT
ecletica-1232	14	1	the	the	DET
ecletica-1232	14	2	solid	solid	ADJ
ecletica-1232	14	3	mixture	mixture	NOUN
ecletica-1232	14	4	of	of	ADP
ecletica-1232	14	5	samples	sample	NOUN
ecletica-1232	14	6	was	be	AUX
ecletica-1232	14	7	prepared	prepare	VERB
ecletica-1232	14	8	considering	consider	VERB
ecletica-1232	14	9	desirable	desirable	ADJ
ecletica-1232	14	10	and	and	CCONJ
ecletica-1232	14	11	undesirable	undesirable	ADJ
ecletica-1232	14	12	scenarios	scenario	NOUN
ecletica-1232	14	13	for	for	ADP
ecletica-1232	14	14	the	the	DET
ecletica-1232	14	15	solid	solid	ADJ
ecletica-1232	14	16	impurity	impurity	NOUN
ecletica-1232	14	17	amounts	amount	NOUN
ecletica-1232	14	18	.	.	PUNCT
ecletica-1232	15	1	the	the	DET
ecletica-1232	15	2	outstanding	outstanding	ADJ
ecletica-1232	15	3	result	result	NOUN
ecletica-1232	15	4	was	be	AUX
ecletica-1232	15	5	revealed	reveal	VERB
ecletica-1232	15	6	by	by	ADP
ecletica-1232	15	7	an	an	DET
ecletica-1232	15	8	artificial	artificial	ADJ
ecletica-1232	15	9	neural	neural	ADJ
ecletica-1232	15	10	network	network	NOUN
ecletica-1232	15	11	(	(	PUNCT
ecletica-1232	15	12	ann	ann	PROPN
ecletica-1232	15	13	)	)	PUNCT
ecletica-1232	15	14	,	,	PUNCT
ecletica-1232	15	15	achieving	achieve	VERB
ecletica-1232	15	16	100	100	NUM
ecletica-1232	15	17	%	%	NOUN
ecletica-1232	15	18	of	of	ADP
ecletica-1232	15	19	accurate	accurate	ADJ
ecletica-1232	15	20	classifications	classification	NOUN
ecletica-1232	15	21	for	for	ADP
ecletica-1232	15	22	two	two	NUM
ecletica-1232	15	23	ranges	range	NOUN
ecletica-1232	15	24	of	of	ADP
ecletica-1232	15	25	raw	raw	ADJ
ecletica-1232	15	26	sugarcane	sugarcane	NOUN
ecletica-1232	15	27	in	in	ADP
ecletica-1232	15	28	the	the	DET
ecletica-1232	15	29	samples	sample	NOUN
ecletica-1232	15	30	:	:	PUNCT
ecletica-1232	15	31	from	from	ADP
ecletica-1232	15	32	90	90	NUM
ecletica-1232	15	33	to	to	PART
ecletica-1232	15	34	100	100	NUM
ecletica-1232	15	35	wt%	wt%	ADJ
ecletica-1232	15	36	and	and	CCONJ
ecletica-1232	15	37	from	from	ADP
ecletica-1232	15	38	41	41	NUM
ecletica-1232	15	39	to	to	ADP
ecletica-1232	15	40	87	87	NUM
ecletica-1232	15	41	wt%	wt%	NUM
ecletica-1232	15	42	.	.	PUNCT
ecletica-1232	16	1	lowcomputational	lowcomputational	ADJ
ecletica-1232	16	2	cost	cost	NOUN
ecletica-1232	16	3	and	and	CCONJ
ecletica-1232	16	4	a	a	DET
ecletica-1232	16	5	simple	simple	ADJ
ecletica-1232	16	6	setup	setup	NOUN
ecletica-1232	16	7	for	for	ADP
ecletica-1232	16	8	image	image	NOUN
ecletica-1232	16	9	acquisition	acquisition	NOUN
ecletica-1232	16	10	method	method	NOUN
ecletica-1232	16	11	could	could	AUX
ecletica-1232	16	12	screen	screen	VERB
ecletica-1232	16	13	solid	solid	ADJ
ecletica-1232	16	14	impurity	impurity	NOUN
ecletica-1232	16	15	in	in	ADP
ecletica-1232	16	16	sugarcane	sugarcane	NOUN
ecletica-1232	16	17	shipments	shipment	NOUN
ecletica-1232	16	18	as	as	ADP
ecletica-1232	16	19	a	a	DET
ecletica-1232	16	20	promising	promising	ADJ
ecletica-1232	16	21	application	application	NOUN
ecletica-1232	16	22	.	.	PUNCT
ecletica-1232	17	1	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	NOUN
ecletica-1232	17	2	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	PROPN
ecletica-1232	18	1	mailto:fabiola.verbi@unesp.br	mailto:fabiola.verbi@unesp.br	PROPN
ecletica-1232	18	2	http://orcid.org/0000-0001-8040-0503	http://orcid.org/0000-0001-8040-0503	NOUN
ecletica-1232	18	3	http://orcid.org/0000-0003-1060-9285	http://orcid.org/0000-0003-1060-9285	PROPN
ecletica-1232	18	4	http://orcid.org/0000-0002-8117-2108	http://orcid.org/0000-0002-8117-2108	PROPN
ecletica-1232	18	5	technical	technical	PROPN
ecletica-1232	18	6	note	note	PROPN
ecletica-1232	18	7	iq.unesp.br/ecletica	iq.unesp.br/ecletica	PROPN
ecletica-1232	18	8	50	50	NUM
ecletica-1232	18	9	eclética	eclética	PROPN
ecletica-1232	18	10	química	química	PROPN
ecletica-1232	18	11	journal	journal	PROPN
ecletica-1232	18	12	,	,	PUNCT
ecletica-1232	18	13	vol	vol	NOUN
ecletica-1232	18	14	.	.	PROPN
ecletica-1232	18	15	46	46	NUM
ecletica-1232	18	16	,	,	PUNCT
ecletica-1232	18	17	n.	n.	NOUN
ecletica-1232	18	18	3	3	NUM
ecletica-1232	18	19	,	,	PUNCT
ecletica-1232	18	20	2021	2021	NUM
ecletica-1232	18	21	,	,	PUNCT
ecletica-1232	18	22	49	49	NUM
ecletica-1232	18	23	-	-	SYM
ecletica-1232	18	24	54	54	NUM
ecletica-1232	18	25	issn	issn	NOUN
ecletica-1232	18	26	:	:	PUNCT
ecletica-1232	18	27	1678	1678	NUM
ecletica-1232	18	28	-	-	SYM
ecletica-1232	18	29	4618	4618	NUM
ecletica-1232	18	30	doi	doi	NOUN
ecletica-1232	18	31	:	:	PUNCT
ecletica-1232	18	32	10.26850/1678	10.26850/1678	NUM
ecletica-1232	18	33	-	-	SYM
ecletica-1232	18	34	4618eqj.v46.3.2021.p49	4618eqj.v46.3.2021.p49	NUM
ecletica-1232	18	35	-	-	PUNCT
ecletica-1232	18	36	54	54	NUM
ecletica-1232	18	37	1	1	NUM
ecletica-1232	18	38	.	.	PUNCT
ecletica-1232	19	1	introduction	introduction	NOUN
ecletica-1232	19	2	image	image	NOUN
ecletica-1232	19	3	and	and	CCONJ
ecletica-1232	19	4	color	color	NOUN
ecletica-1232	19	5	information	information	NOUN
ecletica-1232	19	6	has	have	AUX
ecletica-1232	19	7	played	play	VERB
ecletica-1232	19	8	an	an	DET
ecletica-1232	19	9	important	important	ADJ
ecletica-1232	19	10	role	role	NOUN
ecletica-1232	19	11	in	in	ADP
ecletica-1232	19	12	analytical	analytical	ADJ
ecletica-1232	19	13	chemistry	chemistry	NOUN
ecletica-1232	19	14	and	and	CCONJ
ecletica-1232	19	15	can	can	AUX
ecletica-1232	19	16	help	help	VERB
ecletica-1232	19	17	solve	solve	VERB
ecletica-1232	19	18	many	many	ADJ
ecletica-1232	19	19	issues	issue	NOUN
ecletica-1232	19	20	,	,	PUNCT
ecletica-1232	19	21	mainly	mainly	ADV
ecletica-1232	19	22	because	because	SCONJ
ecletica-1232	19	23	of	of	ADP
ecletica-1232	19	24	its	its	PRON
ecletica-1232	19	25	versatility	versatility	NOUN
ecletica-1232	19	26	and	and	CCONJ
ecletica-1232	19	27	availability	availability	NOUN
ecletica-1232	19	28	of	of	ADP
ecletica-1232	19	29	many	many	ADJ
ecletica-1232	19	30	low	low	ADJ
ecletica-1232	19	31	-	-	PUNCT
ecletica-1232	19	32	cost	cost	NOUN
ecletica-1232	19	33	devices	device	NOUN
ecletica-1232	19	34	for	for	ADP
ecletica-1232	19	35	in	in	ADP
ecletica-1232	19	36	loco	loco	NOUN
ecletica-1232	19	37	or	or	CCONJ
ecletica-1232	19	38	laboratory	laboratory	NOUN
ecletica-1232	19	39	analysis	analysis	NOUN
ecletica-1232	19	40	(	(	PUNCT
ecletica-1232	19	41	capitán	capitán	NOUN
ecletica-1232	19	42	-	-	PUNCT
ecletica-1232	19	43	vallvey	vallvey	NOUN
ecletica-1232	19	44	et	et	PROPN
ecletica-1232	19	45	al	al	PROPN
ecletica-1232	19	46	.	.	PROPN
ecletica-1232	19	47	,	,	PUNCT
ecletica-1232	19	48	2007	2007	NUM
ecletica-1232	19	49	;	;	PUNCT
ecletica-1232	19	50	diniz	diniz	PROPN
ecletica-1232	19	51	,	,	PUNCT
ecletica-1232	19	52	2020	2020	NUM
ecletica-1232	19	53	;	;	PUNCT
ecletica-1232	19	54	pereira	pereira	PROPN
ecletica-1232	19	55	and	and	CCONJ
ecletica-1232	19	56	bueno	bueno	PROPN
ecletica-1232	19	57	,	,	PUNCT
ecletica-1232	19	58	2007	2007	NUM
ecletica-1232	19	59	;	;	PUNCT
ecletica-1232	19	60	pereira	pereira	PROPN
ecletica-1232	19	61	et	et	PROPN
ecletica-1232	19	62	al	al	PROPN
ecletica-1232	19	63	.	.	PROPN
ecletica-1232	19	64	,	,	PUNCT
ecletica-1232	19	65	2011	2011	NUM
ecletica-1232	19	66	)	)	PUNCT
ecletica-1232	19	67	.	.	PUNCT
ecletica-1232	20	1	our	our	PRON
ecletica-1232	20	2	research	research	NOUN
ecletica-1232	20	3	group	group	NOUN
ecletica-1232	20	4	has	have	AUX
ecletica-1232	20	5	developed	develop	VERB
ecletica-1232	20	6	analytical	analytical	ADJ
ecletica-1232	20	7	methods	method	NOUN
ecletica-1232	20	8	to	to	PART
ecletica-1232	20	9	evaluate	evaluate	VERB
ecletica-1232	20	10	raw	raw	ADJ
ecletica-1232	20	11	sugarcane	sugarcane	NOUN
ecletica-1232	20	12	to	to	PART
ecletica-1232	20	13	help	help	VERB
ecletica-1232	20	14	the	the	DET
ecletica-1232	20	15	mills	mill	NOUN
ecletica-1232	20	16	or	or	CCONJ
ecletica-1232	20	17	biorefineries	biorefinerie	NOUN
ecletica-1232	20	18	manufacturing	manufacturing	NOUN
ecletica-1232	20	19	process	process	NOUN
ecletica-1232	20	20	of	of	ADP
ecletica-1232	20	21	this	this	DET
ecletica-1232	20	22	material	material	NOUN
ecletica-1232	20	23	routinely	routinely	ADV
ecletica-1232	20	24	monitored	monitor	VERB
ecletica-1232	20	25	as	as	ADP
ecletica-1232	20	26	a	a	DET
ecletica-1232	20	27	consignment	consignment	NOUN
ecletica-1232	20	28	for	for	ADP
ecletica-1232	20	29	payment	payment	NOUN
ecletica-1232	20	30	purposes	purpose	NOUN
ecletica-1232	20	31	.	.	PUNCT
ecletica-1232	21	1	the	the	DET
ecletica-1232	21	2	quality	quality	NOUN
ecletica-1232	21	3	of	of	ADP
ecletica-1232	21	4	raw	raw	ADJ
ecletica-1232	21	5	sugarcane	sugarcane	NOUN
ecletica-1232	21	6	influences	influence	VERB
ecletica-1232	21	7	the	the	DET
ecletica-1232	21	8	manufacturing	manufacturing	NOUN
ecletica-1232	21	9	process	process	NOUN
ecletica-1232	21	10	,	,	PUNCT
ecletica-1232	21	11	directly	directly	ADV
ecletica-1232	21	12	compromising	compromise	VERB
ecletica-1232	21	13	two	two	NUM
ecletica-1232	21	14	essential	essential	ADJ
ecletica-1232	21	15	commodities	commodity	NOUN
ecletica-1232	21	16	—	—	PUNCT
ecletica-1232	21	17	sugar	sugar	NOUN
ecletica-1232	21	18	and	and	CCONJ
ecletica-1232	21	19	ethanol	ethanol	NOUN
ecletica-1232	21	20	(	(	PUNCT
ecletica-1232	21	21	andrade	andrade	PROPN
ecletica-1232	21	22	et	et	PROPN
ecletica-1232	21	23	al	al	PROPN
ecletica-1232	21	24	.	.	PROPN
ecletica-1232	21	25	,	,	PUNCT
ecletica-1232	21	26	2018	2018	NUM
ecletica-1232	21	27	;	;	PUNCT
ecletica-1232	21	28	guedes	guede	NOUN
ecletica-1232	21	29	and	and	CCONJ
ecletica-1232	21	30	pereira	pereira	PROPN
ecletica-1232	21	31	,	,	PUNCT
ecletica-1232	21	32	2018	2018	NUM
ecletica-1232	21	33	;	;	PUNCT
ecletica-1232	21	34	2019	2019	NUM
ecletica-1232	21	35	;	;	PUNCT
ecletica-1232	21	36	guedes	guede	NOUN
ecletica-1232	21	37	et	et	NOUN
ecletica-1232	21	38	al	al	PROPN
ecletica-1232	21	39	.	.	PROPN
ecletica-1232	21	40	,	,	PUNCT
ecletica-1232	21	41	2020	2020	NUM
ecletica-1232	21	42	;	;	PUNCT
ecletica-1232	21	43	romera	romera	NOUN
ecletica-1232	21	44	et	et	NOUN
ecletica-1232	21	45	al	al	PROPN
ecletica-1232	21	46	.	.	PROPN
ecletica-1232	21	47	,	,	PUNCT
ecletica-1232	21	48	2016	2016	NUM
ecletica-1232	21	49	)	)	PUNCT
ecletica-1232	21	50	.	.	PUNCT
ecletica-1232	22	1	solid	solid	ADJ
ecletica-1232	22	2	impurity	impurity	NOUN
ecletica-1232	22	3	in	in	ADP
ecletica-1232	22	4	raw	raw	ADJ
ecletica-1232	22	5	sugarcane	sugarcane	NOUN
ecletica-1232	22	6	is	be	AUX
ecletica-1232	22	7	defined	define	VERB
ecletica-1232	22	8	as	as	ADP
ecletica-1232	22	9	the	the	DET
ecletica-1232	22	10	plant	plant	NOUN
ecletica-1232	22	11	presence	presence	NOUN
ecletica-1232	22	12	(	(	PUNCT
ecletica-1232	22	13	tops	top	NOUN
ecletica-1232	22	14	,	,	PUNCT
ecletica-1232	22	15	green	green	ADJ
ecletica-1232	22	16	,	,	PUNCT
ecletica-1232	22	17	brown	brown	ADJ
ecletica-1232	22	18	,	,	PUNCT
ecletica-1232	22	19	and	and	CCONJ
ecletica-1232	22	20	dry	dry	ADJ
ecletica-1232	22	21	leaves	leave	NOUN
ecletica-1232	22	22	)	)	PUNCT
ecletica-1232	22	23	and	and	CCONJ
ecletica-1232	22	24	the	the	DET
ecletica-1232	22	25	soil	soil	NOUN
ecletica-1232	22	26	(	(	PUNCT
ecletica-1232	22	27	eggleston	eggleston	PROPN
ecletica-1232	22	28	et	et	PROPN
ecletica-1232	22	29	al	al	PROPN
ecletica-1232	22	30	.	.	PROPN
ecletica-1232	22	31	,	,	PUNCT
ecletica-1232	22	32	2010	2010	NUM
ecletica-1232	22	33	)	)	PUNCT
ecletica-1232	22	34	.	.	PUNCT
ecletica-1232	23	1	this	this	DET
ecletica-1232	23	2	issue	issue	NOUN
ecletica-1232	23	3	is	be	AUX
ecletica-1232	23	4	impacted	impact	VERB
ecletica-1232	23	5	by	by	ADP
ecletica-1232	23	6	the	the	DET
ecletica-1232	23	7	type	type	NOUN
ecletica-1232	23	8	of	of	ADP
ecletica-1232	23	9	harvesting	harvesting	NOUN
ecletica-1232	23	10	process	process	NOUN
ecletica-1232	23	11	,	,	PUNCT
ecletica-1232	23	12	as	as	ADP
ecletica-1232	23	13	harvesting	harvest	VERB
ecletica-1232	23	14	green	green	ADJ
ecletica-1232	23	15	or	or	CCONJ
ecletica-1232	23	16	burnt	burn	VERB
ecletica-1232	23	17	cane	cane	NOUN
ecletica-1232	23	18	.	.	PUNCT
ecletica-1232	24	1	in	in	ADP
ecletica-1232	24	2	specific	specific	ADJ
ecletica-1232	24	3	,	,	PUNCT
ecletica-1232	24	4	harvesting	harvesting	NOUN
ecletica-1232	24	5	green	green	ADJ
ecletica-1232	24	6	increases	increase	VERB
ecletica-1232	24	7	the	the	DET
ecletica-1232	24	8	quantity	quantity	NOUN
ecletica-1232	24	9	of	of	ADP
ecletica-1232	24	10	solid	solid	ADJ
ecletica-1232	24	11	impurity	impurity	NOUN
ecletica-1232	24	12	in	in	ADP
ecletica-1232	24	13	raw	raw	ADJ
ecletica-1232	24	14	sugarcane	sugarcane	NOUN
ecletica-1232	24	15	,	,	PUNCT
ecletica-1232	24	16	as	as	SCONJ
ecletica-1232	24	17	reported	report	VERB
ecletica-1232	24	18	in	in	ADP
ecletica-1232	24	19	technical	technical	ADJ
ecletica-1232	24	20	notes	note	NOUN
ecletica-1232	24	21	and	and	CCONJ
ecletica-1232	24	22	scientific	scientific	ADJ
ecletica-1232	24	23	literature	literature	NOUN
ecletica-1232	24	24	(	(	PUNCT
ecletica-1232	24	25	lisboa	lisboa	PROPN
ecletica-1232	24	26	et	et	PROPN
ecletica-1232	24	27	al	al	PROPN
ecletica-1232	24	28	.	.	PROPN
ecletica-1232	24	29	,	,	PUNCT
ecletica-1232	24	30	2018	2018	NUM
ecletica-1232	24	31	;	;	PUNCT
ecletica-1232	24	32	norris	norris	PROPN
ecletica-1232	24	33	et	et	PROPN
ecletica-1232	24	34	al	al	PROPN
ecletica-1232	24	35	.	.	PROPN
ecletica-1232	24	36	,	,	PUNCT
ecletica-1232	24	37	2015	2015	NUM
ecletica-1232	24	38	)	)	PUNCT
ecletica-1232	24	39	.	.	PUNCT
ecletica-1232	25	1	for	for	ADP
ecletica-1232	25	2	instance	instance	NOUN
ecletica-1232	25	3	,	,	PUNCT
ecletica-1232	25	4	classifying	classify	VERB
ecletica-1232	25	5	solid	solid	ADJ
ecletica-1232	25	6	impurity	impurity	NOUN
ecletica-1232	25	7	in	in	ADP
ecletica-1232	25	8	raw	raw	ADJ
ecletica-1232	25	9	sugarcane	sugarcane	NOUN
ecletica-1232	25	10	can	can	AUX
ecletica-1232	25	11	be	be	AUX
ecletica-1232	25	12	performed	perform	VERB
ecletica-1232	25	13	with	with	ADP
ecletica-1232	25	14	chemometric	chemometric	ADJ
ecletica-1232	25	15	techniques	technique	NOUN
ecletica-1232	25	16	,	,	PUNCT
ecletica-1232	25	17	such	such	ADJ
ecletica-1232	25	18	as	as	ADP
ecletica-1232	25	19	soft	soft	ADJ
ecletica-1232	25	20	independent	independent	ADJ
ecletica-1232	25	21	modeling	modeling	NOUN
ecletica-1232	25	22	of	of	ADP
ecletica-1232	25	23	class	class	NOUN
ecletica-1232	25	24	analogy	analogy	NOUN
ecletica-1232	25	25	(	(	PUNCT
ecletica-1232	25	26	simca	simca	PROPN
ecletica-1232	25	27	)	)	PUNCT
ecletica-1232	25	28	,	,	PUNCT
ecletica-1232	25	29	partial	partial	ADJ
ecletica-1232	25	30	least	least	ADJ
ecletica-1232	25	31	squares	square	NOUN
ecletica-1232	25	32	discriminant	discriminant	ADJ
ecletica-1232	25	33	analysis	analysis	NOUN
ecletica-1232	25	34	(	(	PUNCT
ecletica-1232	25	35	pls	pls	INTJ
ecletica-1232	25	36	-	-	PUNCT
ecletica-1232	25	37	da	da	NOUN
ecletica-1232	25	38	)	)	PUNCT
ecletica-1232	25	39	,	,	PUNCT
ecletica-1232	25	40	and	and	CCONJ
ecletica-1232	25	41	k	k	X
ecletica-1232	25	42	-	-	PUNCT
ecletica-1232	25	43	nearest	near	ADJ
ecletica-1232	25	44	neighbors	neighbor	NOUN
ecletica-1232	25	45	(	(	PUNCT
ecletica-1232	25	46	knn	knn	PROPN
ecletica-1232	25	47	)	)	PUNCT
ecletica-1232	25	48	by	by	ADP
ecletica-1232	25	49	using	use	VERB
ecletica-1232	25	50	the	the	DET
ecletica-1232	25	51	conversion	conversion	NOUN
ecletica-1232	25	52	of	of	ADP
ecletica-1232	25	53	digital	digital	ADJ
ecletica-1232	25	54	images	image	NOUN
ecletica-1232	25	55	in	in	ADP
ecletica-1232	25	56	color	color	NOUN
ecletica-1232	25	57	histograms	histogram	NOUN
ecletica-1232	25	58	(	(	PUNCT
ecletica-1232	25	59	guedes	guede	NOUN
ecletica-1232	25	60	and	and	CCONJ
ecletica-1232	25	61	pereira	pereira	PROPN
ecletica-1232	25	62	,	,	PUNCT
ecletica-1232	25	63	2019	2019	NUM
ecletica-1232	25	64	)	)	PUNCT
ecletica-1232	25	65	.	.	PUNCT
ecletica-1232	26	1	the	the	DET
ecletica-1232	26	2	content	content	NOUN
ecletica-1232	26	3	of	of	ADP
ecletica-1232	26	4	raw	raw	ADJ
ecletica-1232	26	5	sugarcane	sugarcane	NOUN
ecletica-1232	26	6	between	between	ADP
ecletica-1232	26	7	85	85	NUM
ecletica-1232	26	8	and	and	CCONJ
ecletica-1232	26	9	100	100	NUM
ecletica-1232	26	10	wt%	wt%	ADJ
ecletica-1232	26	11	was	be	AUX
ecletica-1232	26	12	accurately	accurately	ADV
ecletica-1232	26	13	classified	classify	VERB
ecletica-1232	26	14	.	.	PUNCT
ecletica-1232	27	1	according	accord	VERB
ecletica-1232	27	2	to	to	ADP
ecletica-1232	27	3	approximately	approximately	ADV
ecletica-1232	27	4	0.97	0.97	NUM
ecletica-1232	27	5	of	of	ADP
ecletica-1232	27	6	receiver	receiver	NOUN
ecletica-1232	27	7	operating	operate	VERB
ecletica-1232	27	8	characteristic	characteristic	NOUN
ecletica-1232	27	9	(	(	PUNCT
ecletica-1232	27	10	roc	roc	PROPN
ecletica-1232	27	11	)	)	PUNCT
ecletica-1232	27	12	area	area	NOUN
ecletica-1232	27	13	curves	curve	NOUN
ecletica-1232	27	14	for	for	ADP
ecletica-1232	27	15	sensibility	sensibility	NOUN
ecletica-1232	27	16	and	and	CCONJ
ecletica-1232	27	17	specificity	specificity	NOUN
ecletica-1232	27	18	using	use	VERB
ecletica-1232	27	19	pls	pls	NOUN
ecletica-1232	27	20	-	-	PUNCT
ecletica-1232	27	21	da	da	NOUN
ecletica-1232	27	22	and	and	CCONJ
ecletica-1232	27	23	1	1	NUM
ecletica-1232	27	24	for	for	ADP
ecletica-1232	27	25	simca	simca	PROPN
ecletica-1232	27	26	and	and	CCONJ
ecletica-1232	27	27	knn	knn	PROPN
ecletica-1232	27	28	.	.	PUNCT
ecletica-1232	28	1	although	although	SCONJ
ecletica-1232	28	2	these	these	DET
ecletica-1232	28	3	results	result	NOUN
ecletica-1232	28	4	were	be	AUX
ecletica-1232	28	5	promising	promise	VERB
ecletica-1232	28	6	,	,	PUNCT
ecletica-1232	28	7	the	the	DET
ecletica-1232	28	8	average	average	ADJ
ecletica-1232	28	9	color	color	NOUN
ecletica-1232	28	10	values	value	NOUN
ecletica-1232	28	11	were	be	AUX
ecletica-1232	28	12	also	also	ADV
ecletica-1232	28	13	tested	test	VERB
ecletica-1232	28	14	with	with	ADP
ecletica-1232	28	15	no	no	DET
ecletica-1232	28	16	successful	successful	ADJ
ecletica-1232	28	17	results	result	NOUN
ecletica-1232	28	18	.	.	PUNCT
ecletica-1232	29	1	in	in	ADP
ecletica-1232	29	2	this	this	DET
ecletica-1232	29	3	sense	sense	NOUN
ecletica-1232	29	4	,	,	PUNCT
ecletica-1232	29	5	it	it	PRON
ecletica-1232	29	6	is	be	AUX
ecletica-1232	29	7	possible	possible	ADJ
ecletica-1232	29	8	to	to	PART
ecletica-1232	29	9	develop	develop	VERB
ecletica-1232	29	10	a	a	DET
ecletica-1232	29	11	faster	fast	ADV
ecletica-1232	29	12	computational	computational	ADJ
ecletica-1232	29	13	method	method	NOUN
ecletica-1232	29	14	using	use	VERB
ecletica-1232	29	15	another	another	DET
ecletica-1232	29	16	strategy	strategy	NOUN
ecletica-1232	29	17	as	as	ADP
ecletica-1232	29	18	the	the	DET
ecletica-1232	29	19	artificial	artificial	ADJ
ecletica-1232	29	20	neural	neural	ADJ
ecletica-1232	29	21	network	network	NOUN
ecletica-1232	29	22	(	(	PUNCT
ecletica-1232	29	23	ann	ann	PROPN
ecletica-1232	29	24	)	)	PUNCT
ecletica-1232	29	25	model	model	NOUN
ecletica-1232	29	26	and	and	CCONJ
ecletica-1232	29	27	the	the	DET
ecletica-1232	29	28	averaged	average	VERB
ecletica-1232	29	29	color	color	NOUN
ecletica-1232	29	30	values	value	NOUN
ecletica-1232	29	31	.	.	PUNCT
ecletica-1232	30	1	the	the	DET
ecletica-1232	30	2	advantage	advantage	NOUN
ecletica-1232	30	3	of	of	ADP
ecletica-1232	30	4	the	the	DET
ecletica-1232	30	5	averaged	average	VERB
ecletica-1232	30	6	color	color	NOUN
ecletica-1232	30	7	values	value	NOUN
ecletica-1232	30	8	from	from	ADP
ecletica-1232	30	9	images	image	NOUN
ecletica-1232	30	10	is	be	AUX
ecletica-1232	30	11	that	that	SCONJ
ecletica-1232	30	12	ten	ten	NUM
ecletica-1232	30	13	color	color	NOUN
ecletica-1232	30	14	-	-	PUNCT
ecletica-1232	30	15	scale	scale	NOUN
ecletica-1232	30	16	represent	represent	VERB
ecletica-1232	30	17	the	the	DET
ecletica-1232	30	18	average	average	NOUN
ecletica-1232	30	19	of	of	ADP
ecletica-1232	30	20	the	the	DET
ecletica-1232	30	21	color	color	NOUN
ecletica-1232	30	22	interval	interval	NOUN
ecletica-1232	30	23	with	with	ADP
ecletica-1232	30	24	originally	originally	ADV
ecletica-1232	30	25	256	256	NUM
ecletica-1232	30	26	intensities	intensity	NOUN
ecletica-1232	30	27	/	/	SYM
ecletica-1232	30	28	variables	variable	NOUN
ecletica-1232	30	29	,	,	PUNCT
ecletica-1232	30	30	as	as	SCONJ
ecletica-1232	30	31	follows	follow	VERB
ecletica-1232	30	32	:	:	PUNCT
ecletica-1232	30	33	r	r	NOUN
ecletica-1232	30	34	(	(	PUNCT
ecletica-1232	30	35	red	red	ADJ
ecletica-1232	30	36	)	)	PUNCT
ecletica-1232	30	37	,	,	PUNCT
ecletica-1232	30	38	g	g	PROPN
ecletica-1232	30	39	(	(	PUNCT
ecletica-1232	30	40	green	green	PROPN
ecletica-1232	30	41	)	)	PUNCT
ecletica-1232	30	42	,	,	PUNCT
ecletica-1232	30	43	b	b	X
ecletica-1232	30	44	(	(	PUNCT
ecletica-1232	30	45	blue	blue	NOUN
ecletica-1232	30	46	)	)	PUNCT
ecletica-1232	30	47	,	,	PUNCT
ecletica-1232	30	48	their	their	PRON
ecletica-1232	30	49	relative	relative	ADJ
ecletica-1232	30	50	colors	color	NOUN
ecletica-1232	30	51	(	(	PUNCT
ecletica-1232	30	52	r	r	NOUN
ecletica-1232	30	53	,	,	PUNCT
ecletica-1232	30	54	g	g	NOUN
ecletica-1232	30	55	,	,	PUNCT
ecletica-1232	30	56	and	and	CCONJ
ecletica-1232	30	57	b	b	X
ecletica-1232	30	58	)	)	PUNCT
ecletica-1232	30	59	,	,	PUNCT
ecletica-1232	30	60	h	h	NOUN
ecletica-1232	30	61	(	(	PUNCT
ecletica-1232	30	62	hue	hue	NOUN
ecletica-1232	30	63	)	)	PUNCT
ecletica-1232	30	64	,	,	PUNCT
ecletica-1232	30	65	s	s	X
ecletica-1232	30	66	(	(	PUNCT
ecletica-1232	30	67	saturation	saturation	NOUN
ecletica-1232	30	68	)	)	PUNCT
ecletica-1232	30	69	,	,	PUNCT
ecletica-1232	30	70	v	v	NOUN
ecletica-1232	30	71	(	(	PUNCT
ecletica-1232	30	72	value	value	NOUN
ecletica-1232	30	73	)	)	PUNCT
ecletica-1232	30	74	and	and	CCONJ
ecletica-1232	30	75	l	l	NOUN
ecletica-1232	30	76	(	(	PUNCT
ecletica-1232	30	77	luminosity	luminosity	NOUN
ecletica-1232	30	78	)	)	PUNCT
ecletica-1232	30	79	,	,	PUNCT
ecletica-1232	30	80	which	which	PRON
ecletica-1232	30	81	means	mean	VERB
ecletica-1232	30	82	less	less	ADJ
ecletica-1232	30	83	running	running	NOUN
ecletica-1232	30	84	time	time	NOUN
ecletica-1232	30	85	for	for	ADP
ecletica-1232	30	86	computational	computational	ADJ
ecletica-1232	30	87	tests	test	NOUN
ecletica-1232	30	88	.	.	PUNCT
ecletica-1232	31	1	the	the	DET
ecletica-1232	31	2	solid	solid	ADJ
ecletica-1232	31	3	impurity	impurity	NOUN
ecletica-1232	31	4	in	in	ADP
ecletica-1232	31	5	raw	raw	ADJ
ecletica-1232	31	6	sugarcane	sugarcane	NOUN
ecletica-1232	31	7	was	be	AUX
ecletica-1232	31	8	successfully	successfully	ADV
ecletica-1232	31	9	estimated	estimate	VERB
ecletica-1232	31	10	using	use	VERB
ecletica-1232	31	11	the	the	DET
ecletica-1232	31	12	ann	ann	PROPN
ecletica-1232	31	13	model	model	NOUN
ecletica-1232	31	14	for	for	ADP
ecletica-1232	31	15	color	color	NOUN
ecletica-1232	31	16	image	image	NOUN
ecletica-1232	31	17	data	datum	NOUN
ecletica-1232	31	18	since	since	SCONJ
ecletica-1232	31	19	the	the	DET
ecletica-1232	31	20	data	datum	NOUN
ecletica-1232	31	21	showed	show	VERB
ecletica-1232	31	22	no	no	DET
ecletica-1232	31	23	-	-	PUNCT
ecletica-1232	31	24	linear	linear	NOUN
ecletica-1232	31	25	nature	nature	NOUN
ecletica-1232	31	26	.	.	PUNCT
ecletica-1232	32	1	the	the	DET
ecletica-1232	32	2	parameters	parameter	NOUN
ecletica-1232	32	3	computed	compute	VERB
ecletica-1232	32	4	for	for	ADP
ecletica-1232	32	5	the	the	DET
ecletica-1232	32	6	ann	ann	PROPN
ecletica-1232	32	7	model	model	NOUN
ecletica-1232	32	8	were	be	AUX
ecletica-1232	32	9	very	very	ADV
ecletica-1232	32	10	promising	promising	ADJ
ecletica-1232	32	11	,	,	PUNCT
ecletica-1232	32	12	the	the	DET
ecletica-1232	32	13	relative	relative	ADJ
ecletica-1232	32	14	errors	error	NOUN
ecletica-1232	32	15	were	be	AUX
ecletica-1232	32	16	3	3	NUM
ecletica-1232	32	17	%	%	NOUN
ecletica-1232	32	18	,	,	PUNCT
ecletica-1232	32	19	and	and	CCONJ
ecletica-1232	32	20	the	the	DET
ecletica-1232	32	21	data	datum	NOUN
ecletica-1232	32	22	were	be	AUX
ecletica-1232	32	23	highly	highly	ADV
ecletica-1232	32	24	correlated	correlate	VERB
ecletica-1232	32	25	,	,	PUNCT
ecletica-1232	32	26	with	with	ADP
ecletica-1232	32	27	the	the	DET
ecletica-1232	32	28	reference	reference	NOUN
ecletica-1232	32	29	values	value	NOUN
ecletica-1232	32	30	achieving	achieve	VERB
ecletica-1232	32	31	0.98	0.98	NUM
ecletica-1232	32	32	for	for	ADP
ecletica-1232	32	33	the	the	DET
ecletica-1232	32	34	training	training	NOUN
ecletica-1232	32	35	set	set	NOUN
ecletica-1232	32	36	(	(	PUNCT
ecletica-1232	32	37	guedes	guede	NOUN
ecletica-1232	32	38	et	et	NOUN
ecletica-1232	32	39	al	al	PROPN
ecletica-1232	32	40	.	.	PROPN
ecletica-1232	32	41	,	,	PUNCT
ecletica-1232	32	42	2020	2020	NUM
ecletica-1232	32	43	)	)	PUNCT
ecletica-1232	32	44	.	.	PUNCT
ecletica-1232	33	1	artificial	artificial	ADJ
ecletica-1232	33	2	neural	neural	ADJ
ecletica-1232	33	3	network	network	NOUN
ecletica-1232	33	4	methods	method	NOUN
ecletica-1232	33	5	include	include	VERB
ecletica-1232	33	6	accurate	accurate	ADJ
ecletica-1232	33	7	results	result	NOUN
ecletica-1232	33	8	,	,	PUNCT
ecletica-1232	33	9	ease	ease	NOUN
ecletica-1232	33	10	of	of	ADP
ecletica-1232	33	11	implementation	implementation	NOUN
ecletica-1232	33	12	,	,	PUNCT
ecletica-1232	33	13	low	low	ADJ
ecletica-1232	33	14	computational	computational	ADJ
ecletica-1232	33	15	cost	cost	NOUN
ecletica-1232	33	16	,	,	PUNCT
ecletica-1232	33	17	speed	speed	NOUN
ecletica-1232	33	18	in	in	ADP
ecletica-1232	33	19	obtaining	obtain	VERB
ecletica-1232	33	20	results	result	NOUN
ecletica-1232	33	21	,	,	PUNCT
ecletica-1232	33	22	and	and	CCONJ
ecletica-1232	33	23	the	the	DET
ecletica-1232	33	24	ability	ability	NOUN
ecletica-1232	33	25	to	to	PART
ecletica-1232	33	26	learn	learn	VERB
ecletica-1232	33	27	through	through	ADP
ecletica-1232	33	28	a	a	DET
ecletica-1232	33	29	set	set	NOUN
ecletica-1232	33	30	of	of	ADP
ecletica-1232	33	31	examples	example	NOUN
ecletica-1232	33	32	and	and	CCONJ
ecletica-1232	33	33	provide	provide	VERB
ecletica-1232	33	34	consistent	consistent	ADJ
ecletica-1232	33	35	responses	response	NOUN
ecletica-1232	33	36	to	to	ADP
ecletica-1232	33	37	new	new	ADJ
ecletica-1232	33	38	data	datum	NOUN
ecletica-1232	33	39	(	(	PUNCT
ecletica-1232	33	40	braga	braga	NOUN
ecletica-1232	33	41	et	et	PROPN
ecletica-1232	33	42	al	al	PROPN
ecletica-1232	33	43	.	.	PROPN
ecletica-1232	33	44	,	,	PUNCT
ecletica-1232	33	45	2000	2000	NUM
ecletica-1232	33	46	;	;	PUNCT
ecletica-1232	33	47	guedes	guede	NOUN
ecletica-1232	33	48	et	et	PROPN
ecletica-1232	33	49	al	al	PROPN
ecletica-1232	33	50	.	.	PROPN
ecletica-1232	33	51	,	,	PUNCT
ecletica-1232	33	52	2020	2020	NUM
ecletica-1232	33	53	;	;	PUNCT
ecletica-1232	33	54	santos	santos	PROPN
ecletica-1232	33	55	et	et	PROPN
ecletica-1232	33	56	al	al	PROPN
ecletica-1232	33	57	.	.	PROPN
ecletica-1232	33	58	,	,	PUNCT
ecletica-1232	33	59	2019	2019	NUM
ecletica-1232	33	60	)	)	PUNCT
ecletica-1232	33	61	.	.	PUNCT
ecletica-1232	34	1	therefore	therefore	ADV
ecletica-1232	34	2	,	,	PUNCT
ecletica-1232	34	3	the	the	DET
ecletica-1232	34	4	main	main	ADJ
ecletica-1232	34	5	goal	goal	NOUN
ecletica-1232	34	6	was	be	AUX
ecletica-1232	34	7	to	to	PART
ecletica-1232	34	8	classify	classify	VERB
ecletica-1232	34	9	raw	raw	ADJ
ecletica-1232	34	10	sugarcane	sugarcane	NOUN
ecletica-1232	34	11	in	in	ADP
ecletica-1232	34	12	the	the	DET
ecletica-1232	34	13	presence	presence	NOUN
ecletica-1232	34	14	of	of	ADP
ecletica-1232	34	15	solid	solid	ADJ
ecletica-1232	34	16	impurity	impurity	NOUN
ecletica-1232	34	17	using	use	VERB
ecletica-1232	34	18	the	the	DET
ecletica-1232	34	19	ann	ann	PROPN
ecletica-1232	34	20	method	method	NOUN
ecletica-1232	34	21	,	,	PUNCT
ecletica-1232	34	22	as	as	ADP
ecletica-1232	34	23	the	the	DET
ecletica-1232	34	24	last	last	ADJ
ecletica-1232	34	25	part	part	NOUN
ecletica-1232	34	26	of	of	ADP
ecletica-1232	34	27	series	series	NOUN
ecletica-1232	34	28	of	of	ADP
ecletica-1232	34	29	investigations	investigation	NOUN
ecletica-1232	34	30	dedicated	dedicate	VERB
ecletica-1232	34	31	to	to	ADP
ecletica-1232	34	32	this	this	DET
ecletica-1232	34	33	critical	critical	ADJ
ecletica-1232	34	34	issue	issue	NOUN
ecletica-1232	34	35	for	for	ADP
ecletica-1232	34	36	sugar	sugar	NOUN
ecletica-1232	34	37	mills	mill	NOUN
ecletica-1232	34	38	and	and	CCONJ
ecletica-1232	34	39	biorefineries	biorefinerie	NOUN
ecletica-1232	34	40	.	.	PUNCT
ecletica-1232	35	1	2	2	X
ecletica-1232	35	2	.	.	X
ecletica-1232	35	3	experimental	experimental	ADJ
ecletica-1232	35	4	2.1	2.1	NUM
ecletica-1232	35	5	samples	sample	NOUN
ecletica-1232	35	6	and	and	CCONJ
ecletica-1232	35	7	image	image	NOUN
ecletica-1232	35	8	acquisition	acquisition	NOUN
ecletica-1232	35	9	among	among	ADP
ecletica-1232	35	10	sugarcane	sugarcane	NOUN
ecletica-1232	35	11	stalks	stalk	NOUN
ecletica-1232	35	12	,	,	PUNCT
ecletica-1232	35	13	vegetal	vegetal	ADJ
ecletica-1232	35	14	plant	plant	NOUN
ecletica-1232	35	15	parts	part	NOUN
ecletica-1232	35	16	,	,	PUNCT
ecletica-1232	35	17	and	and	CCONJ
ecletica-1232	35	18	soil	soil	NOUN
ecletica-1232	35	19	,	,	PUNCT
ecletica-1232	35	20	one	one	NUM
ecletica-1232	35	21	-	-	PUNCT
ecletica-1232	35	22	hundred	hundred	NUM
ecletica-1232	35	23	forty	forty	NUM
ecletica-1232	35	24	-	-	PUNCT
ecletica-1232	35	25	six	six	NUM
ecletica-1232	35	26	solid	solid	ADJ
ecletica-1232	35	27	mixtures	mixture	NOUN
ecletica-1232	35	28	were	be	AUX
ecletica-1232	35	29	prepared	prepare	VERB
ecletica-1232	35	30	to	to	PART
ecletica-1232	35	31	acquire	acquire	VERB
ecletica-1232	35	32	digital	digital	ADJ
ecletica-1232	35	33	images	image	NOUN
ecletica-1232	35	34	,	,	PUNCT
ecletica-1232	35	35	as	as	SCONJ
ecletica-1232	35	36	shown	show	VERB
ecletica-1232	35	37	in	in	ADP
ecletica-1232	35	38	fig	fig	NOUN
ecletica-1232	35	39	.	.	PUNCT
ecletica-1232	36	1	1	1	X
ecletica-1232	36	2	.	.	X
ecletica-1232	36	3	each	each	DET
ecletica-1232	36	4	one	one	NOUN
ecletica-1232	36	5	was	be	AUX
ecletica-1232	36	6	placed	place	VERB
ecletica-1232	36	7	in	in	ADP
ecletica-1232	36	8	a	a	DET
ecletica-1232	36	9	paper	paper	NOUN
ecletica-1232	36	10	tray	tray	NOUN
ecletica-1232	36	11	(	(	PUNCT
ecletica-1232	36	12	26.5	26.5	NUM
ecletica-1232	36	13	×	×	NOUN
ecletica-1232	36	14	21.5	21.5	NUM
ecletica-1232	36	15	cm	cm	NOUN
ecletica-1232	36	16	)	)	PUNCT
ecletica-1232	36	17	into	into	ADP
ecletica-1232	36	18	a	a	DET
ecletica-1232	36	19	laboratory	laboratory	NOUN
ecletica-1232	36	20	-	-	PUNCT
ecletica-1232	36	21	made	make	VERB
ecletica-1232	36	22	setup	setup	NOUN
ecletica-1232	36	23	(	(	PUNCT
ecletica-1232	36	24	guedes	guede	NOUN
ecletica-1232	36	25	and	and	CCONJ
ecletica-1232	36	26	pereira	pereira	PROPN
ecletica-1232	36	27	,	,	PUNCT
ecletica-1232	36	28	2019	2019	NUM
ecletica-1232	36	29	)	)	PUNCT
ecletica-1232	36	30	composed	compose	VERB
ecletica-1232	36	31	of	of	ADP
ecletica-1232	36	32	a	a	DET
ecletica-1232	36	33	black	black	ADJ
ecletica-1232	36	34	box	box	NOUN
ecletica-1232	36	35	,	,	PUNCT
ecletica-1232	36	36	a	a	DET
ecletica-1232	36	37	digital	digital	ADJ
ecletica-1232	36	38	camera	camera	NOUN
ecletica-1232	36	39	nikon	nikon	PROPN
ecletica-1232	36	40	(	(	PUNCT
ecletica-1232	36	41	coolpix	coolpix	ADJ
ecletica-1232	36	42	s3500	s3500	PROPN
ecletica-1232	36	43	,	,	PUNCT
ecletica-1232	36	44	tokyo	tokyo	PROPN
ecletica-1232	36	45	,	,	PUNCT
ecletica-1232	36	46	japan	japan	PROPN
ecletica-1232	36	47	)	)	PUNCT
ecletica-1232	36	48	20.1	20.1	NUM
ecletica-1232	36	49	-	-	PUNCT
ecletica-1232	36	50	megapixel	megapixel	PROPN
ecletica-1232	36	51	resolution	resolution	NOUN
ecletica-1232	36	52	.	.	PUNCT
ecletica-1232	37	1	the	the	DET
ecletica-1232	37	2	images	image	NOUN
ecletica-1232	37	3	with	with	ADP
ecletica-1232	37	4	a	a	DET
ecletica-1232	37	5	1600	1600	NUM
ecletica-1232	37	6	×	×	NOUN
ecletica-1232	37	7	1200	1200	NUM
ecletica-1232	37	8	-	-	PUNCT
ecletica-1232	37	9	pixel	pixel	NOUN
ecletica-1232	37	10	size	size	NOUN
ecletica-1232	37	11	(	(	PUNCT
ecletica-1232	37	12	width	width	VERB
ecletica-1232	37	13	×	×	NOUN
ecletica-1232	37	14	height	height	NOUN
ecletica-1232	37	15	)	)	PUNCT
ecletica-1232	37	16	and	and	CCONJ
ecletica-1232	37	17	300	300	NUM
ecletica-1232	37	18	×	×	NOUN
ecletica-1232	37	19	300	300	NUM
ecletica-1232	37	20	dpi	dpi	NOUN
ecletica-1232	37	21	(	(	PUNCT
ecletica-1232	37	22	dots	dot	NOUN
ecletica-1232	37	23	per	per	ADP
ecletica-1232	37	24	inch	inch	NOUN
ecletica-1232	37	25	)	)	PUNCT
ecletica-1232	37	26	resolution	resolution	NOUN
ecletica-1232	37	27	were	be	AUX
ecletica-1232	37	28	recorded	record	VERB
ecletica-1232	37	29	with	with	ADP
ecletica-1232	37	30	the	the	DET
ecletica-1232	37	31	tray	tray	NOUN
ecletica-1232	37	32	in	in	ADP
ecletica-1232	37	33	a	a	DET
ecletica-1232	37	34	horizontal	horizontal	ADJ
ecletica-1232	37	35	position	position	NOUN
ecletica-1232	37	36	.	.	PUNCT
ecletica-1232	38	1	the	the	DET
ecletica-1232	38	2	camera	camera	NOUN
ecletica-1232	38	3	’s	’s	PART
ecletica-1232	38	4	focal	focal	ADJ
ecletica-1232	38	5	distance	distance	NOUN
ecletica-1232	38	6	was	be	AUX
ecletica-1232	38	7	10	10	NUM
ecletica-1232	38	8	mm	mm	NOUN
ecletica-1232	38	9	,	,	PUNCT
ecletica-1232	38	10	with	with	ADP
ecletica-1232	38	11	a	a	DET
ecletica-1232	38	12	maximum	maximum	ADJ
ecletica-1232	38	13	aperture	aperture	NOUN
ecletica-1232	38	14	of	of	ADP
ecletica-1232	38	15	3.5	3.5	NUM
ecletica-1232	38	16	,	,	PUNCT
ecletica-1232	38	17	and	and	CCONJ
ecletica-1232	38	18	the	the	DET
ecletica-1232	38	19	region	region	NOUN
ecletica-1232	38	20	of	of	ADP
ecletica-1232	38	21	interest	interest	NOUN
ecletica-1232	38	22	(	(	PUNCT
ecletica-1232	38	23	roi	roi	NOUN
ecletica-1232	38	24	)	)	PUNCT
ecletica-1232	38	25	corresponded	correspond	VERB
ecletica-1232	38	26	to	to	ADP
ecletica-1232	38	27	100	100	NUM
ecletica-1232	38	28	%	%	NOUN
ecletica-1232	38	29	of	of	ADP
ecletica-1232	38	30	the	the	DET
ecletica-1232	38	31	original	original	ADJ
ecletica-1232	38	32	image	image	NOUN
ecletica-1232	38	33	.	.	PUNCT
ecletica-1232	39	1	during	during	ADP
ecletica-1232	39	2	the	the	DET
ecletica-1232	39	3	acquisition	acquisition	NOUN
ecletica-1232	39	4	of	of	ADP
ecletica-1232	39	5	the	the	DET
ecletica-1232	39	6	images	image	NOUN
ecletica-1232	39	7	,	,	PUNCT
ecletica-1232	39	8	the	the	DET
ecletica-1232	39	9	camera	camera	NOUN
ecletica-1232	39	10	software	software	NOUN
ecletica-1232	39	11	automatic	automatic	ADJ
ecletica-1232	39	12	adjustments	adjustment	NOUN
ecletica-1232	39	13	were	be	AUX
ecletica-1232	39	14	intentionally	intentionally	ADV
ecletica-1232	39	15	disabled	disabled	ADJ
ecletica-1232	39	16	.	.	PUNCT
ecletica-1232	40	1	five	five	NUM
ecletica-1232	40	2	images	image	NOUN
ecletica-1232	40	3	were	be	AUX
ecletica-1232	40	4	acquired	acquire	VERB
ecletica-1232	40	5	per	per	ADP
ecletica-1232	40	6	sample	sample	NOUN
ecletica-1232	40	7	,	,	PUNCT
ecletica-1232	40	8	and	and	CCONJ
ecletica-1232	40	9	the	the	DET
ecletica-1232	40	10	samples	sample	NOUN
ecletica-1232	40	11	were	be	AUX
ecletica-1232	40	12	shaken	shake	VERB
ecletica-1232	40	13	after	after	ADP
ecletica-1232	40	14	each	each	DET
ecletica-1232	40	15	image	image	NOUN
ecletica-1232	40	16	recording	record	VERB
ecletica-1232	40	17	to	to	PART
ecletica-1232	40	18	mimic	mimic	VERB
ecletica-1232	40	19	natural	natural	ADJ
ecletica-1232	40	20	conditions	condition	NOUN
ecletica-1232	40	21	at	at	ADP
ecletica-1232	40	22	shipments	shipment	NOUN
ecletica-1232	40	23	.	.	PUNCT
ecletica-1232	41	1	the	the	DET
ecletica-1232	41	2	same	same	ADJ
ecletica-1232	41	3	images	image	NOUN
ecletica-1232	41	4	were	be	AUX
ecletica-1232	41	5	converted	convert	VERB
ecletica-1232	41	6	into	into	ADP
ecletica-1232	41	7	colors	color	NOUN
ecletica-1232	41	8	using	use	VERB
ecletica-1232	41	9	an	an	DET
ecletica-1232	41	10	‘	'	PUNCT
ecletica-1232	41	11	imread	imread	ADJ
ecletica-1232	41	12	’	'	PUNCT
ecletica-1232	41	13	function	function	NOUN
ecletica-1232	41	14	in	in	ADP
ecletica-1232	41	15	matlab	matlab	PROPN
ecletica-1232	41	16	r2020a	r2020a	PROPN
ecletica-1232	41	17	(	(	PUNCT
ecletica-1232	41	18	mathworks	mathworks	PROPN
ecletica-1232	41	19	,	,	PUNCT
ecletica-1232	41	20	natick	natick	PROPN
ecletica-1232	41	21	,	,	PUNCT
ecletica-1232	41	22	ma	ma	PROPN
ecletica-1232	41	23	,	,	PUNCT
ecletica-1232	41	24	usa	usa	PROPN
ecletica-1232	41	25	)	)	PUNCT
ecletica-1232	41	26	.	.	PUNCT
ecletica-1232	42	1	afterward	afterward	ADV
ecletica-1232	42	2	,	,	PUNCT
ecletica-1232	42	3	the	the	DET
ecletica-1232	42	4	images	image	NOUN
ecletica-1232	42	5	were	be	AUX
ecletica-1232	42	6	converted	convert	VERB
ecletica-1232	42	7	into	into	ADP
ecletica-1232	42	8	color	color	NOUN
ecletica-1232	42	9	histograms	histogram	NOUN
ecletica-1232	42	10	using	use	VERB
ecletica-1232	42	11	another	another	DET
ecletica-1232	42	12	function	function	NOUN
ecletica-1232	42	13	,	,	PUNCT
ecletica-1232	42	14	‘	'	PUNCT
ecletica-1232	42	15	imhist	imhist	NOUN
ecletica-1232	42	16	’	'	PUNCT
ecletica-1232	42	17	in	in	ADP
ecletica-1232	42	18	matlab	matlab	PROPN
ecletica-1232	42	19	.	.	PUNCT
ecletica-1232	43	1	the	the	DET
ecletica-1232	43	2	average	average	ADJ
ecletica-1232	43	3	color	color	NOUN
ecletica-1232	43	4	values	value	NOUN
ecletica-1232	43	5	,	,	PUNCT
ecletica-1232	43	6	which	which	PRON
ecletica-1232	43	7	were	be	AUX
ecletica-1232	43	8	comprised	comprise	VERB
ecletica-1232	43	9	of	of	ADP
ecletica-1232	43	10	ten	ten	NUM
ecletica-1232	43	11	color	color	NOUN
ecletica-1232	43	12	-	-	PUNCT
ecletica-1232	43	13	scale	scale	NOUN
ecletica-1232	43	14	descriptors	descriptor	NOUN
ecletica-1232	43	15	:	:	PUNCT
ecletica-1232	43	16	r	r	NOUN
ecletica-1232	43	17	(	(	PUNCT
ecletica-1232	43	18	red	red	ADJ
ecletica-1232	43	19	)	)	PUNCT
ecletica-1232	43	20	,	,	PUNCT
ecletica-1232	43	21	g	g	PROPN
ecletica-1232	43	22	(	(	PUNCT
ecletica-1232	43	23	green	green	PROPN
ecletica-1232	43	24	)	)	PUNCT
ecletica-1232	43	25	,	,	PUNCT
ecletica-1232	43	26	b	b	X
ecletica-1232	43	27	(	(	PUNCT
ecletica-1232	43	28	blue	blue	NOUN
ecletica-1232	43	29	)	)	PUNCT
ecletica-1232	43	30	,	,	PUNCT
ecletica-1232	43	31	their	their	PRON
ecletica-1232	43	32	relative	relative	ADJ
ecletica-1232	43	33	colors	color	NOUN
ecletica-1232	43	34	(	(	PUNCT
ecletica-1232	43	35	r	r	NOUN
ecletica-1232	43	36	,	,	PUNCT
ecletica-1232	43	37	g	g	NOUN
ecletica-1232	43	38	,	,	PUNCT
ecletica-1232	43	39	and	and	CCONJ
ecletica-1232	43	40	b	b	X
ecletica-1232	43	41	)	)	PUNCT
ecletica-1232	43	42	,	,	PUNCT
ecletica-1232	43	43	h	h	NOUN
ecletica-1232	43	44	(	(	PUNCT
ecletica-1232	43	45	hue	hue	NOUN
ecletica-1232	43	46	)	)	PUNCT
ecletica-1232	43	47	,	,	PUNCT
ecletica-1232	43	48	s	s	X
ecletica-1232	43	49	(	(	PUNCT
ecletica-1232	43	50	saturation	saturation	NOUN
ecletica-1232	43	51	)	)	PUNCT
ecletica-1232	43	52	,	,	PUNCT
ecletica-1232	43	53	v	v	NOUN
ecletica-1232	43	54	(	(	PUNCT
ecletica-1232	43	55	value	value	NOUN
ecletica-1232	43	56	)	)	PUNCT
ecletica-1232	43	57	and	and	CCONJ
ecletica-1232	43	58	l	l	NOUN
ecletica-1232	43	59	(	(	PUNCT
ecletica-1232	43	60	luminosity	luminosity	NOUN
ecletica-1232	43	61	)	)	PUNCT
ecletica-1232	43	62	,	,	PUNCT
ecletica-1232	43	63	using	use	VERB
ecletica-1232	43	64	a	a	DET
ecletica-1232	43	65	laboratory	laboratory	NOUN
ecletica-1232	43	66	-	-	PUNCT
ecletica-1232	43	67	made	make	VERB
ecletica-1232	43	68	matlab	matlab	PROPN
ecletica-1232	43	69	code	code	NOUN
ecletica-1232	43	70	was	be	AUX
ecletica-1232	43	71	available	available	ADJ
ecletica-1232	43	72	in	in	ADP
ecletica-1232	43	73	the	the	DET
ecletica-1232	43	74	study	study	NOUN
ecletica-1232	43	75	of	of	ADP
ecletica-1232	43	76	camargo	camargo	PROPN
ecletica-1232	43	77	et	et	PROPN
ecletica-1232	43	78	al	al	PROPN
ecletica-1232	43	79	.	.	PROPN
ecletica-1232	44	1	(	(	PUNCT
ecletica-1232	44	2	2018	2018	NUM
ecletica-1232	44	3	)	)	PUNCT
ecletica-1232	44	4	.	.	PUNCT
ecletica-1232	45	1	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	NOUN
ecletica-1232	45	2	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	PROPN
ecletica-1232	45	3	technical	technical	ADJ
ecletica-1232	45	4	note	note	NOUN
ecletica-1232	45	5	iq.unesp.br/ecletica	iq.unesp.br/ecletica	PROPN
ecletica-1232	45	6	51	51	NUM
ecletica-1232	45	7	eclética	eclética	PROPN
ecletica-1232	45	8	química	química	PROPN
ecletica-1232	45	9	journal	journal	PROPN
ecletica-1232	45	10	,	,	PUNCT
ecletica-1232	45	11	vol	vol	NOUN
ecletica-1232	45	12	.	.	PROPN
ecletica-1232	45	13	46	46	NUM
ecletica-1232	45	14	,	,	PUNCT
ecletica-1232	45	15	n.	n.	NOUN
ecletica-1232	45	16	3	3	NUM
ecletica-1232	45	17	,	,	PUNCT
ecletica-1232	45	18	2021	2021	NUM
ecletica-1232	45	19	,	,	PUNCT
ecletica-1232	45	20	49	49	NUM
ecletica-1232	45	21	-	-	SYM
ecletica-1232	45	22	54	54	NUM
ecletica-1232	45	23	issn	issn	NOUN
ecletica-1232	45	24	:	:	PUNCT
ecletica-1232	45	25	1678	1678	NUM
ecletica-1232	45	26	-	-	SYM
ecletica-1232	45	27	4618	4618	NUM
ecletica-1232	45	28	doi	doi	NOUN
ecletica-1232	45	29	:	:	PUNCT
ecletica-1232	45	30	10.26850/1678	10.26850/1678	NUM
ecletica-1232	45	31	-	-	SYM
ecletica-1232	45	32	4618eqj.v46.3.2021.p49	4618eqj.v46.3.2021.p49	NUM
ecletica-1232	45	33	-	-	PUNCT
ecletica-1232	45	34	54	54	NUM
ecletica-1232	45	35	figure	figure	NOUN
ecletica-1232	45	36	1	1	NUM
ecletica-1232	45	37	.	.	PUNCT
ecletica-1232	45	38	solid	solid	ADJ
ecletica-1232	45	39	mixture	mixture	NOUN
ecletica-1232	45	40	sample	sample	NOUN
ecletica-1232	45	41	of	of	ADP
ecletica-1232	45	42	sugarcane	sugarcane	NOUN
ecletica-1232	45	43	stalks	stalk	NOUN
ecletica-1232	45	44	(	(	PUNCT
ecletica-1232	45	45	85	85	NUM
ecletica-1232	45	46	wt%	wt%	VERB
ecletica-1232	45	47	)	)	PUNCT
ecletica-1232	45	48	denoted	denote	VERB
ecletica-1232	45	49	as	as	ADP
ecletica-1232	45	50	number	number	NOUN
ecletica-1232	45	51	1	1	NUM
ecletica-1232	45	52	,	,	PUNCT
ecletica-1232	45	53	among	among	ADP
ecletica-1232	45	54	vegetal	vegetal	ADJ
ecletica-1232	45	55	parts	part	NOUN
ecletica-1232	45	56	(	(	PUNCT
ecletica-1232	45	57	10	10	NUM
ecletica-1232	45	58	wt%	wt%	ADJ
ecletica-1232	45	59	)	)	PUNCT
ecletica-1232	45	60	as	as	ADP
ecletica-1232	45	61	2	2	NUM
ecletica-1232	45	62	,	,	PUNCT
ecletica-1232	45	63	and	and	CCONJ
ecletica-1232	45	64	soil	soil	NOUN
ecletica-1232	45	65	(	(	PUNCT
ecletica-1232	45	66	5	5	NUM
ecletica-1232	45	67	wt%	wt%	ADJ
ecletica-1232	45	68	)	)	PUNCT
ecletica-1232	45	69	as	as	ADP
ecletica-1232	45	70	3	3	NUM
ecletica-1232	45	71	.	.	NOUN
ecletica-1232	45	72	2.2	2.2	NUM
ecletica-1232	45	73	neural	neural	ADJ
ecletica-1232	45	74	model	model	NOUN
ecletica-1232	45	75	the	the	DET
ecletica-1232	45	76	development	development	NOUN
ecletica-1232	45	77	of	of	ADP
ecletica-1232	45	78	the	the	DET
ecletica-1232	45	79	neural	neural	ADJ
ecletica-1232	45	80	models	model	NOUN
ecletica-1232	45	81	was	be	AUX
ecletica-1232	45	82	performed	perform	VERB
ecletica-1232	45	83	using	use	VERB
ecletica-1232	45	84	the	the	DET
ecletica-1232	45	85	scaled	scale	VERB
ecletica-1232	45	86	conjugate	conjugate	ADJ
ecletica-1232	45	87	gradient	gradient	NOUN
ecletica-1232	45	88	backpropagation	backpropagation	NOUN
ecletica-1232	45	89	algorithm	algorithm	NOUN
ecletica-1232	45	90	(	(	PUNCT
ecletica-1232	45	91	traincsg	traincsg	NOUN
ecletica-1232	45	92	)	)	PUNCT
ecletica-1232	45	93	.	.	PUNCT
ecletica-1232	46	1	for	for	ADP
ecletica-1232	46	2	this	this	PRON
ecletica-1232	46	3	,	,	PUNCT
ecletica-1232	46	4	the	the	DET
ecletica-1232	46	5	matlab	matlab	PROPN
ecletica-1232	46	6	r2018a	r2018a	PROPN
ecletica-1232	46	7	software	software	NOUN
ecletica-1232	46	8	was	be	AUX
ecletica-1232	46	9	used	use	VERB
ecletica-1232	46	10	,	,	PUNCT
ecletica-1232	46	11	with	with	ADP
ecletica-1232	46	12	the	the	DET
ecletica-1232	46	13	‘	'	PUNCT
ecletica-1232	46	14	nnstart	nnstart	ADJ
ecletica-1232	46	15	’	'	PUNCT
ecletica-1232	46	16	tool	tool	NOUN
ecletica-1232	46	17	available	available	ADJ
ecletica-1232	46	18	in	in	ADP
ecletica-1232	46	19	the	the	DET
ecletica-1232	46	20	software	software	NOUN
ecletica-1232	46	21	,	,	PUNCT
ecletica-1232	46	22	choosing	choose	VERB
ecletica-1232	46	23	the	the	DET
ecletica-1232	46	24	pattern	pattern	NOUN
ecletica-1232	46	25	recognition	recognition	NOUN
ecletica-1232	46	26	app	app	PROPN
ecletica-1232	46	27	button	button	NOUN
ecletica-1232	46	28	in	in	ADP
ecletica-1232	46	29	which	which	PRON
ecletica-1232	46	30	the	the	DET
ecletica-1232	46	31	ann	ann	PROPN
ecletica-1232	46	32	input	input	NOUN
ecletica-1232	46	33	layer	layer	NOUN
ecletica-1232	46	34	(	(	PUNCT
ecletica-1232	46	35	with	with	ADP
ecletica-1232	46	36	ten	ten	NUM
ecletica-1232	46	37	neurons	neuron	NOUN
ecletica-1232	46	38	representing	represent	VERB
ecletica-1232	46	39	the	the	DET
ecletica-1232	46	40	ten	ten	NUM
ecletica-1232	46	41	inputs	input	NOUN
ecletica-1232	46	42	:	:	PUNCT
ecletica-1232	46	43	r	r	NOUN
ecletica-1232	46	44	,	,	PUNCT
ecletica-1232	46	45	g	g	PROPN
ecletica-1232	46	46	,	,	PUNCT
ecletica-1232	46	47	b	b	PROPN
ecletica-1232	46	48	,	,	PUNCT
ecletica-1232	46	49	h	h	NOUN
ecletica-1232	46	50	,	,	PUNCT
ecletica-1232	46	51	s	s	PROPN
ecletica-1232	46	52	,	,	PUNCT
ecletica-1232	46	53	v	v	NOUN
ecletica-1232	46	54	,	,	PUNCT
ecletica-1232	46	55	r	r	NOUN
ecletica-1232	46	56	,	,	PUNCT
ecletica-1232	46	57	g	g	PROPN
ecletica-1232	46	58	,	,	PUNCT
ecletica-1232	46	59	b	b	NOUN
ecletica-1232	46	60	,	,	PUNCT
ecletica-1232	46	61	and	and	CCONJ
ecletica-1232	46	62	l	l	NOUN
ecletica-1232	46	63	,	,	PUNCT
ecletica-1232	46	64	number	number	NOUN
ecletica-1232	46	65	of	of	ADP
ecletica-1232	46	66	intermediate	intermediate	ADJ
ecletica-1232	46	67	layers	layer	NOUN
ecletica-1232	46	68	and	and	CCONJ
ecletica-1232	46	69	an	an	DET
ecletica-1232	46	70	output	output	NOUN
ecletica-1232	46	71	layer	layer	NOUN
ecletica-1232	46	72	with	with	ADP
ecletica-1232	46	73	two	two	NUM
ecletica-1232	46	74	neurons	neuron	NOUN
ecletica-1232	46	75	were	be	AUX
ecletica-1232	46	76	set	set	VERB
ecletica-1232	46	77	manually	manually	ADV
ecletica-1232	46	78	.	.	PUNCT
ecletica-1232	47	1	the	the	DET
ecletica-1232	47	2	number	number	NOUN
ecletica-1232	47	3	of	of	ADP
ecletica-1232	47	4	neurons	neuron	NOUN
ecletica-1232	47	5	in	in	ADP
ecletica-1232	47	6	the	the	DET
ecletica-1232	47	7	intermediate	intermediate	ADJ
ecletica-1232	47	8	layer	layer	NOUN
ecletica-1232	47	9	was	be	AUX
ecletica-1232	47	10	defined	define	VERB
ecletica-1232	47	11	by	by	ADP
ecletica-1232	47	12	trial	trial	NOUN
ecletica-1232	47	13	and	and	CCONJ
ecletica-1232	47	14	error	error	NOUN
ecletica-1232	47	15	to	to	PART
ecletica-1232	47	16	achieve	achieve	VERB
ecletica-1232	47	17	the	the	DET
ecletica-1232	47	18	best	good	ADJ
ecletica-1232	47	19	classification	classification	NOUN
ecletica-1232	47	20	of	of	ADP
ecletica-1232	47	21	raw	raw	ADJ
ecletica-1232	47	22	sugarcane	sugarcane	NOUN
ecletica-1232	47	23	content	content	NOUN
ecletica-1232	47	24	in	in	ADP
ecletica-1232	47	25	solid	solid	ADJ
ecletica-1232	47	26	mixtures	mixture	NOUN
ecletica-1232	47	27	.	.	PUNCT
ecletica-1232	48	1	the	the	DET
ecletica-1232	48	2	classification	classification	NOUN
ecletica-1232	48	3	was	be	AUX
ecletica-1232	48	4	based	base	VERB
ecletica-1232	48	5	on	on	ADP
ecletica-1232	48	6	the	the	DET
ecletica-1232	48	7	content	content	NOUN
ecletica-1232	48	8	of	of	ADP
ecletica-1232	48	9	raw	raw	ADJ
ecletica-1232	48	10	sugarcane	sugarcane	NOUN
ecletica-1232	48	11	in	in	ADP
ecletica-1232	48	12	wt%	wt%	PROPN
ecletica-1232	48	13	denoted	denote	VERB
ecletica-1232	48	14	as	as	ADP
ecletica-1232	48	15	number	number	NOUN
ecletica-1232	48	16	1	1	NUM
ecletica-1232	48	17	,	,	PUNCT
ecletica-1232	48	18	in	in	ADP
ecletica-1232	48	19	the	the	DET
ecletica-1232	48	20	presence	presence	NOUN
ecletica-1232	48	21	of	of	ADP
ecletica-1232	48	22	different	different	ADJ
ecletica-1232	48	23	proportions	proportion	NOUN
ecletica-1232	48	24	among	among	ADP
ecletica-1232	48	25	green	green	ADJ
ecletica-1232	48	26	and	and	CCONJ
ecletica-1232	48	27	dry	dry	ADJ
ecletica-1232	48	28	leaves	leave	NOUN
ecletica-1232	48	29	,	,	PUNCT
ecletica-1232	48	30	as	as	ADP
ecletica-1232	48	31	number	number	NOUN
ecletica-1232	48	32	2	2	NUM
ecletica-1232	48	33	,	,	PUNCT
ecletica-1232	48	34	and	and	CCONJ
ecletica-1232	48	35	soil	soil	NOUN
ecletica-1232	48	36	denoted	denote	VERB
ecletica-1232	48	37	as	as	ADP
ecletica-1232	48	38	3	3	NUM
ecletica-1232	48	39	in	in	ADP
ecletica-1232	48	40	fig	fig	NOUN
ecletica-1232	48	41	.	.	PUNCT
ecletica-1232	49	1	1	1	X
ecletica-1232	49	2	.	.	X
ecletica-1232	49	3	the	the	DET
ecletica-1232	49	4	following	follow	VERB
ecletica-1232	49	5	division	division	NOUN
ecletica-1232	49	6	was	be	AUX
ecletica-1232	49	7	made	make	VERB
ecletica-1232	49	8	:	:	PUNCT
ecletica-1232	49	9	90–100	90–100	NUM
ecletica-1232	49	10	wt%	wt%	VERB
ecletica-1232	49	11	designated	designate	VERB
ecletica-1232	49	12	as	as	ADP
ecletica-1232	49	13	class	class	NOUN
ecletica-1232	49	14	1	1	NUM
ecletica-1232	49	15	—	—	PUNCT
ecletica-1232	49	16	appropriate	appropriate	ADJ
ecletica-1232	49	17	(	(	PUNCT
ecletica-1232	49	18	given	give	VERB
ecletica-1232	49	19	by	by	ADP
ecletica-1232	49	20	binary	binary	PROPN
ecletica-1232	49	21	code	code	PROPN
ecletica-1232	49	22	1	1	NUM
ecletica-1232	49	23	0	0	NUM
ecletica-1232	49	24	)	)	PUNCT
ecletica-1232	49	25	,	,	PUNCT
ecletica-1232	49	26	representing	represent	VERB
ecletica-1232	49	27	36	36	NUM
ecletica-1232	49	28	samples	sample	NOUN
ecletica-1232	49	29	;	;	PUNCT
ecletica-1232	49	30	while	while	SCONJ
ecletica-1232	49	31	41–87	41–87	NUM
ecletica-1232	49	32	wt%	wt%	ADJ
ecletica-1232	49	33	was	be	AUX
ecletica-1232	49	34	class	class	NOUN
ecletica-1232	49	35	2	2	NUM
ecletica-1232	49	36	—	—	PUNCT
ecletica-1232	49	37	inappropriate	inappropriate	ADJ
ecletica-1232	49	38	(	(	PUNCT
ecletica-1232	49	39	provided	provide	VERB
ecletica-1232	49	40	by	by	ADP
ecletica-1232	49	41	binary	binary	PROPN
ecletica-1232	49	42	code	code	PROPN
ecletica-1232	49	43	0	0	NUM
ecletica-1232	49	44	1	1	NUM
ecletica-1232	49	45	)	)	PUNCT
ecletica-1232	49	46	,	,	PUNCT
ecletica-1232	49	47	representing	represent	VERB
ecletica-1232	49	48	110	110	NUM
ecletica-1232	49	49	samples	sample	NOUN
ecletica-1232	49	50	.	.	PUNCT
ecletica-1232	50	1	the	the	DET
ecletica-1232	50	2	146	146	NUM
ecletica-1232	50	3	samples	sample	NOUN
ecletica-1232	50	4	were	be	AUX
ecletica-1232	50	5	randomly	randomly	ADV
ecletica-1232	50	6	divided	divide	VERB
ecletica-1232	50	7	using	use	VERB
ecletica-1232	50	8	the	the	DET
ecletica-1232	50	9	‘	'	PUNCT
ecletica-1232	50	10	dividerand	dividerand	NOUN
ecletica-1232	50	11	’	'	PUNCT
ecletica-1232	50	12	function	function	NOUN
ecletica-1232	50	13	,	,	PUNCT
ecletica-1232	50	14	available	available	ADJ
ecletica-1232	50	15	in	in	ADP
ecletica-1232	50	16	matlab	matlab	PROPN
ecletica-1232	50	17	,	,	PUNCT
ecletica-1232	50	18	into	into	ADP
ecletica-1232	50	19	three	three	NUM
ecletica-1232	50	20	sets	set	NOUN
ecletica-1232	50	21	:	:	PUNCT
ecletica-1232	50	22	70	70	NUM
ecletica-1232	50	23	%	%	NOUN
ecletica-1232	50	24	(	(	PUNCT
ecletica-1232	50	25	102	102	NUM
ecletica-1232	50	26	samples	sample	NOUN
ecletica-1232	50	27	)	)	PUNCT
ecletica-1232	50	28	for	for	ADP
ecletica-1232	50	29	training	training	NOUN
ecletica-1232	50	30	;	;	PUNCT
ecletica-1232	50	31	15	15	NUM
ecletica-1232	50	32	%	%	NOUN
ecletica-1232	50	33	(	(	PUNCT
ecletica-1232	50	34	22	22	NUM
ecletica-1232	50	35	samples	sample	NOUN
ecletica-1232	50	36	)	)	PUNCT
ecletica-1232	50	37	for	for	ADP
ecletica-1232	50	38	validation	validation	NOUN
ecletica-1232	50	39	,	,	PUNCT
ecletica-1232	50	40	to	to	PART
ecletica-1232	50	41	verify	verify	VERB
ecletica-1232	50	42	that	that	SCONJ
ecletica-1232	50	43	the	the	DET
ecletica-1232	50	44	network	network	NOUN
ecletica-1232	50	45	is	be	AUX
ecletica-1232	50	46	generalizing	generalize	VERB
ecletica-1232	50	47	the	the	DET
ecletica-1232	50	48	information	information	NOUN
ecletica-1232	50	49	and	and	CCONJ
ecletica-1232	50	50	to	to	PART
ecletica-1232	50	51	interrupt	interrupt	VERB
ecletica-1232	50	52	the	the	DET
ecletica-1232	50	53	training	training	NOUN
ecletica-1232	50	54	before	before	ADP
ecletica-1232	50	55	overfitting	overfitte	VERB
ecletica-1232	50	56	occurs	occur	VERB
ecletica-1232	50	57	;	;	PUNCT
ecletica-1232	50	58	the	the	DET
ecletica-1232	50	59	remaining	remain	VERB
ecletica-1232	50	60	15	15	NUM
ecletica-1232	50	61	%	%	NOUN
ecletica-1232	50	62	(	(	PUNCT
ecletica-1232	50	63	22	22	NUM
ecletica-1232	50	64	samples	sample	NOUN
ecletica-1232	50	65	)	)	PUNCT
ecletica-1232	50	66	were	be	AUX
ecletica-1232	50	67	for	for	ADP
ecletica-1232	50	68	the	the	DET
ecletica-1232	50	69	test	test	NOUN
ecletica-1232	50	70	,	,	PUNCT
ecletica-1232	50	71	independent	independent	ADJ
ecletica-1232	50	72	of	of	ADP
ecletica-1232	50	73	the	the	DET
ecletica-1232	50	74	generalization	generalization	NOUN
ecletica-1232	50	75	of	of	ADP
ecletica-1232	50	76	the	the	DET
ecletica-1232	50	77	neural	neural	ADJ
ecletica-1232	50	78	model	model	NOUN
ecletica-1232	50	79	.	.	PUNCT
ecletica-1232	51	1	3	3	X
ecletica-1232	51	2	.	.	NOUN
ecletica-1232	51	3	results	result	NOUN
ecletica-1232	51	4	and	and	CCONJ
ecletica-1232	51	5	discussion	discussion	NOUN
ecletica-1232	51	6	figure	figure	NOUN
ecletica-1232	51	7	2a	2a	NUM
ecletica-1232	51	8	shows	show	VERB
ecletica-1232	51	9	a	a	DET
ecletica-1232	51	10	treemap	treemap	NOUN
ecletica-1232	51	11	chart	chart	NOUN
ecletica-1232	51	12	for	for	ADP
ecletica-1232	51	13	the	the	DET
ecletica-1232	51	14	color	color	NOUN
ecletica-1232	51	15	descriptors	descriptor	NOUN
ecletica-1232	51	16	magnitudes	magnitude	NOUN
ecletica-1232	51	17	of	of	ADP
ecletica-1232	51	18	the	the	DET
ecletica-1232	51	19	digital	digital	ADJ
ecletica-1232	51	20	images	image	NOUN
ecletica-1232	51	21	.	.	PUNCT
ecletica-1232	52	1	red	red	ADJ
ecletica-1232	52	2	,	,	PUNCT
ecletica-1232	52	3	g	g	PROPN
ecletica-1232	52	4	,	,	PUNCT
ecletica-1232	52	5	and	and	CCONJ
ecletica-1232	52	6	b	b	NOUN
ecletica-1232	52	7	had	have	VERB
ecletica-1232	52	8	interval	interval	NOUN
ecletica-1232	52	9	values	value	NOUN
ecletica-1232	52	10	:	:	PUNCT
ecletica-1232	52	11	104	104	NUM
ecletica-1232	52	12	-	-	SYM
ecletica-1232	52	13	172	172	NUM
ecletica-1232	52	14	,	,	PUNCT
ecletica-1232	52	15	92–159	92–159	NUM
ecletica-1232	52	16	,	,	PUNCT
ecletica-1232	52	17	and	and	CCONJ
ecletica-1232	52	18	79	79	NUM
ecletica-1232	52	19	–	–	PUNCT
ecletica-1232	52	20	159	159	NUM
ecletica-1232	52	21	.	.	PUNCT
ecletica-1232	53	1	in	in	ADP
ecletica-1232	53	2	the	the	DET
ecletica-1232	53	3	case	case	NOUN
ecletica-1232	53	4	of	of	ADP
ecletica-1232	53	5	l	l	NOUN
ecletica-1232	53	6	,	,	PUNCT
ecletica-1232	53	7	the	the	DET
ecletica-1232	53	8	counts	count	NOUN
ecletica-1232	53	9	were	be	AUX
ecletica-1232	53	10	from	from	ADP
ecletica-1232	53	11	275	275	NUM
ecletica-1232	53	12	to	to	ADP
ecletica-1232	53	13	483	483	NUM
ecletica-1232	53	14	.	.	PUNCT
ecletica-1232	54	1	the	the	DET
ecletica-1232	54	2	relative	relative	ADJ
ecletica-1232	54	3	colors	color	NOUN
ecletica-1232	54	4	of	of	ADP
ecletica-1232	54	5	rgb	rgb	PROPN
ecletica-1232	54	6	,	,	PUNCT
ecletica-1232	54	7	represented	represent	VERB
ecletica-1232	54	8	as	as	ADP
ecletica-1232	54	9	r	r	NOUN
ecletica-1232	54	10	,	,	PUNCT
ecletica-1232	54	11	g	g	NOUN
ecletica-1232	54	12	,	,	PUNCT
ecletica-1232	54	13	and	and	CCONJ
ecletica-1232	54	14	b	b	NOUN
ecletica-1232	54	15	,	,	PUNCT
ecletica-1232	54	16	varied	varied	ADJ
ecletica-1232	54	17	from	from	ADP
ecletica-1232	54	18	0.2	0.2	NUM
ecletica-1232	54	19	to	to	PART
ecletica-1232	54	20	0.4	0.4	NUM
ecletica-1232	54	21	,	,	PUNCT
ecletica-1232	54	22	h	h	NOUN
ecletica-1232	54	23	0.1–0.7	0.1–0.7	NOUN
ecletica-1232	54	24	,	,	PUNCT
ecletica-1232	54	25	s	s	PART
ecletica-1232	54	26	0.1–0.4	0.1–0.4	NOUN
ecletica-1232	54	27	,	,	PUNCT
ecletica-1232	54	28	and	and	CCONJ
ecletica-1232	54	29	v	v	NOUN
ecletica-1232	54	30	ranged	range	VERB
ecletica-1232	54	31	from	from	ADP
ecletica-1232	54	32	0.4	0.4	NUM
ecletica-1232	54	33	to	to	ADP
ecletica-1232	54	34	0.7	0.7	NUM
ecletica-1232	54	35	(	(	PUNCT
ecletica-1232	54	36	see	see	VERB
ecletica-1232	54	37	the	the	DET
ecletica-1232	54	38	highlighted	highlighted	ADJ
ecletica-1232	54	39	tiny	tiny	ADJ
ecletica-1232	54	40	area	area	NOUN
ecletica-1232	54	41	by	by	ADP
ecletica-1232	54	42	the	the	DET
ecletica-1232	54	43	purple	purple	ADJ
ecletica-1232	54	44	arrow	arrow	NOUN
ecletica-1232	54	45	)	)	PUNCT
ecletica-1232	54	46	.	.	PUNCT
ecletica-1232	55	1	the	the	DET
ecletica-1232	55	2	representative	representative	ADJ
ecletica-1232	55	3	images	image	NOUN
ecletica-1232	55	4	for	for	ADP
ecletica-1232	55	5	the	the	DET
ecletica-1232	55	6	ideal	ideal	ADJ
ecletica-1232	55	7	scenario	scenario	NOUN
ecletica-1232	55	8	mean	mean	VERB
ecletica-1232	55	9	100	100	NUM
ecletica-1232	55	10	%	%	NOUN
ecletica-1232	55	11	content	content	NOUN
ecletica-1232	55	12	of	of	ADP
ecletica-1232	55	13	sugarcane	sugarcane	NOUN
ecletica-1232	55	14	stalk	stalk	NOUN
ecletica-1232	55	15	,	,	PUNCT
ecletica-1232	55	16	as	as	SCONJ
ecletica-1232	55	17	shown	show	VERB
ecletica-1232	55	18	in	in	ADP
ecletica-1232	55	19	fig	fig	NOUN
ecletica-1232	55	20	.	.	PUNCT
ecletica-1232	56	1	2b	2b	NOUN
ecletica-1232	56	2	,	,	PUNCT
ecletica-1232	56	3	and	and	CCONJ
ecletica-1232	56	4	other	other	ADJ
ecletica-1232	56	5	different	different	ADJ
ecletica-1232	56	6	situations	situation	NOUN
ecletica-1232	56	7	with	with	ADP
ecletica-1232	56	8	more	more	ADJ
ecletica-1232	56	9	or	or	CCONJ
ecletica-1232	56	10	less	less	ADV
ecletica-1232	56	11	solid	solid	ADJ
ecletica-1232	56	12	impurities	impurity	NOUN
ecletica-1232	56	13	,	,	PUNCT
ecletica-1232	56	14	far	far	ADV
ecletica-1232	56	15	away	away	ADV
ecletica-1232	56	16	from	from	ADP
ecletica-1232	56	17	biorefineries	biorefinerie	NOUN
ecletica-1232	56	18	need	need	NOUN
ecletica-1232	56	19	,	,	PUNCT
ecletica-1232	56	20	shown	show	VERB
ecletica-1232	56	21	in	in	ADP
ecletica-1232	56	22	fig	fig	NOUN
ecletica-1232	56	23	.	.	PUNCT
ecletica-1232	57	1	2c	2c	NUM
ecletica-1232	57	2	,	,	PUNCT
ecletica-1232	57	3	d	d	NOUN
ecletica-1232	57	4	,	,	PUNCT
ecletica-1232	57	5	and	and	CCONJ
ecletica-1232	57	6	e.	e.	PROPN
ecletica-1232	57	7	figure	figure	NOUN
ecletica-1232	57	8	2	2	NUM
ecletica-1232	57	9	.	.	PUNCT
ecletica-1232	58	1	(	(	PUNCT
ecletica-1232	58	2	a	a	X
ecletica-1232	58	3	)	)	PUNCT
ecletica-1232	58	4	treemap	treemap	NOUN
ecletica-1232	58	5	chart	chart	NOUN
ecletica-1232	58	6	of	of	ADP
ecletica-1232	58	7	ten	ten	NUM
ecletica-1232	58	8	color	color	NOUN
ecletica-1232	58	9	-	-	PUNCT
ecletica-1232	58	10	scale	scale	NOUN
ecletica-1232	58	11	descriptors	descriptor	NOUN
ecletica-1232	58	12	:	:	PUNCT
ecletica-1232	59	1	r	r	NOUN
ecletica-1232	59	2	(	(	PUNCT
ecletica-1232	59	3	red	red	ADJ
ecletica-1232	59	4	)	)	PUNCT
ecletica-1232	59	5	,	,	PUNCT
ecletica-1232	59	6	g	g	PROPN
ecletica-1232	59	7	(	(	PUNCT
ecletica-1232	59	8	green	green	PROPN
ecletica-1232	59	9	)	)	PUNCT
ecletica-1232	59	10	,	,	PUNCT
ecletica-1232	59	11	b	b	X
ecletica-1232	59	12	(	(	PUNCT
ecletica-1232	59	13	blue	blue	NOUN
ecletica-1232	59	14	)	)	PUNCT
ecletica-1232	59	15	,	,	PUNCT
ecletica-1232	59	16	their	their	PRON
ecletica-1232	59	17	relative	relative	ADJ
ecletica-1232	59	18	colors	color	NOUN
ecletica-1232	59	19	(	(	PUNCT
ecletica-1232	59	20	r	r	NOUN
ecletica-1232	59	21	,	,	PUNCT
ecletica-1232	59	22	g	g	NOUN
ecletica-1232	59	23	,	,	PUNCT
ecletica-1232	59	24	and	and	CCONJ
ecletica-1232	59	25	b	b	X
ecletica-1232	59	26	)	)	PUNCT
ecletica-1232	59	27	,	,	PUNCT
ecletica-1232	59	28	h	h	NOUN
ecletica-1232	59	29	(	(	PUNCT
ecletica-1232	59	30	hue	hue	NOUN
ecletica-1232	59	31	)	)	PUNCT
ecletica-1232	59	32	,	,	PUNCT
ecletica-1232	59	33	s	s	X
ecletica-1232	59	34	(	(	PUNCT
ecletica-1232	59	35	saturation	saturation	NOUN
ecletica-1232	59	36	)	)	PUNCT
ecletica-1232	59	37	,	,	PUNCT
ecletica-1232	59	38	v	v	NOUN
ecletica-1232	59	39	(	(	PUNCT
ecletica-1232	59	40	value	value	NOUN
ecletica-1232	59	41	)	)	PUNCT
ecletica-1232	59	42	and	and	CCONJ
ecletica-1232	59	43	l	l	NOUN
ecletica-1232	59	44	(	(	PUNCT
ecletica-1232	59	45	luminosity	luminosity	NOUN
ecletica-1232	59	46	)	)	PUNCT
ecletica-1232	59	47	and	and	CCONJ
ecletica-1232	59	48	(	(	PUNCT
ecletica-1232	59	49	b	b	X
ecletica-1232	59	50	-	-	PUNCT
ecletica-1232	59	51	e	e	NOUN
ecletica-1232	59	52	)	)	PUNCT
ecletica-1232	59	53	solid	solid	ADJ
ecletica-1232	59	54	mixture	mixture	NOUN
ecletica-1232	59	55	samples	sample	NOUN
ecletica-1232	59	56	of	of	ADP
ecletica-1232	59	57	sugarcane	sugarcane	NOUN
ecletica-1232	59	58	stalks	stalk	NOUN
ecletica-1232	59	59	among	among	ADP
ecletica-1232	59	60	vegetal	vegetal	ADJ
ecletica-1232	59	61	parts	part	NOUN
ecletica-1232	59	62	,	,	PUNCT
ecletica-1232	59	63	and	and	CCONJ
ecletica-1232	59	64	soil	soil	NOUN
ecletica-1232	59	65	proportions	proportion	NOUN
ecletica-1232	59	66	,	,	PUNCT
ecletica-1232	59	67	respectively	respectively	ADV
ecletica-1232	59	68	.	.	PUNCT
ecletica-1232	60	1	note	note	NOUN
ecletica-1232	60	2	in	in	ADP
ecletica-1232	60	3	the	the	DET
ecletica-1232	60	4	treemap	treemap	NOUN
ecletica-1232	60	5	chart	chart	NOUN
ecletica-1232	60	6			NUM
ecletica-1232	60	7			SYM
ecletica-1232	60	8			PROPN
ecletica-1232	60	9	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	NOUN
ecletica-1232	60	10	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	PROPN
ecletica-1232	60	11	technical	technical	ADJ
ecletica-1232	60	12	note	note	NOUN
ecletica-1232	60	13	iq.unesp.br/ecletica	iq.unesp.br/ecletica	PROPN
ecletica-1232	60	14	52	52	NUM
ecletica-1232	60	15	eclética	eclética	PROPN
ecletica-1232	60	16	química	química	PROPN
ecletica-1232	60	17	journal	journal	PROPN
ecletica-1232	60	18	,	,	PUNCT
ecletica-1232	60	19	vol	vol	NOUN
ecletica-1232	60	20	.	.	PROPN
ecletica-1232	60	21	46	46	NUM
ecletica-1232	60	22	,	,	PUNCT
ecletica-1232	60	23	n.	n.	NOUN
ecletica-1232	60	24	3	3	NUM
ecletica-1232	60	25	,	,	PUNCT
ecletica-1232	60	26	2021	2021	NUM
ecletica-1232	60	27	,	,	PUNCT
ecletica-1232	60	28	49	49	NUM
ecletica-1232	60	29	-	-	SYM
ecletica-1232	60	30	54	54	NUM
ecletica-1232	60	31	issn	issn	NOUN
ecletica-1232	60	32	:	:	PUNCT
ecletica-1232	60	33	1678	1678	NUM
ecletica-1232	60	34	-	-	SYM
ecletica-1232	60	35	4618	4618	NUM
ecletica-1232	60	36	doi	doi	NOUN
ecletica-1232	60	37	:	:	PUNCT
ecletica-1232	60	38	10.26850/1678	10.26850/1678	NUM
ecletica-1232	60	39	-	-	SYM
ecletica-1232	60	40	4618eqj.v46.3.2021.p49	4618eqj.v46.3.2021.p49	NUM
ecletica-1232	60	41	-	-	PUNCT
ecletica-1232	60	42	54	54	NUM
ecletica-1232	60	43	that	that	SCONJ
ecletica-1232	60	44	‘	'	PUNCT
ecletica-1232	60	45	hsv	hsv	PROPN
ecletica-1232	60	46	’	'	PUNCT
ecletica-1232	60	47	and	and	CCONJ
ecletica-1232	60	48	‘	'	PUNCT
ecletica-1232	60	49	rgb	rgb	PROPN
ecletica-1232	60	50	’	'	PUNCT
ecletica-1232	60	51	are	be	AUX
ecletica-1232	60	52	in	in	ADP
ecletica-1232	60	53	a	a	DET
ecletica-1232	60	54	tiny	tiny	ADJ
ecletica-1232	60	55	area	area	NOUN
ecletica-1232	60	56	below	below	ADP
ecletica-1232	60	57	the	the	DET
ecletica-1232	60	58	right	right	ADJ
ecletica-1232	60	59	side	side	NOUN
ecletica-1232	60	60	highlighted	highlight	VERB
ecletica-1232	60	61	by	by	ADP
ecletica-1232	60	62	the	the	DET
ecletica-1232	60	63	purple	purple	ADJ
ecletica-1232	60	64	arrow	arrow	NOUN
ecletica-1232	60	65	,	,	PUNCT
ecletica-1232	60	66	above	above	ADP
ecletica-1232	60	67	b	b	NOUN
ecletica-1232	60	68	color	color	NOUN
ecletica-1232	60	69	.	.	PUNCT
ecletica-1232	61	1	several	several	ADJ
ecletica-1232	61	2	architectures	architecture	NOUN
ecletica-1232	61	3	were	be	AUX
ecletica-1232	61	4	tested	test	VERB
ecletica-1232	61	5	to	to	PART
ecletica-1232	61	6	develop	develop	VERB
ecletica-1232	61	7	the	the	DET
ecletica-1232	61	8	model	model	NOUN
ecletica-1232	61	9	,	,	PUNCT
ecletica-1232	61	10	varying	vary	VERB
ecletica-1232	61	11	the	the	DET
ecletica-1232	61	12	number	number	NOUN
ecletica-1232	61	13	of	of	ADP
ecletica-1232	61	14	neurons	neuron	NOUN
ecletica-1232	61	15	in	in	ADP
ecletica-1232	61	16	the	the	DET
ecletica-1232	61	17	intermediate	intermediate	ADJ
ecletica-1232	61	18	layer	layer	NOUN
ecletica-1232	61	19	.	.	PUNCT
ecletica-1232	62	1	an	an	DET
ecletica-1232	62	2	artificial	artificial	ADJ
ecletica-1232	62	3	neural	neural	ADJ
ecletica-1232	62	4	network	network	NOUN
ecletica-1232	62	5	with	with	ADP
ecletica-1232	62	6	six	six	NUM
ecletica-1232	62	7	neurons	neuron	NOUN
ecletica-1232	62	8	in	in	ADP
ecletica-1232	62	9	the	the	DET
ecletica-1232	62	10	intermediate	intermediate	ADJ
ecletica-1232	62	11	layer	layer	NOUN
ecletica-1232	62	12	registered	register	VERB
ecletica-1232	62	13	the	the	DET
ecletica-1232	62	14	best	good	ADJ
ecletica-1232	62	15	result	result	NOUN
ecletica-1232	62	16	with	with	ADP
ecletica-1232	62	17	a	a	DET
ecletica-1232	62	18	cross	cross	ADJ
ecletica-1232	62	19	-	-	ADJ
ecletica-1232	62	20	entropy	entropy	ADJ
ecletica-1232	62	21	error	error	NOUN
ecletica-1232	62	22	of	of	ADP
ecletica-1232	62	23	0.0062	0.0062	NUM
ecletica-1232	62	24	for	for	ADP
ecletica-1232	62	25	the	the	DET
ecletica-1232	62	26	validation	validation	NOUN
ecletica-1232	62	27	set	set	NOUN
ecletica-1232	62	28	.	.	PUNCT
ecletica-1232	63	1	the	the	DET
ecletica-1232	63	2	cross	cross	NOUN
ecletica-1232	63	3	-	-	NOUN
ecletica-1232	63	4	entropy	entropy	NOUN
ecletica-1232	63	5	can	can	AUX
ecletica-1232	63	6	measure	measure	VERB
ecletica-1232	63	7	a	a	DET
ecletica-1232	63	8	classification	classification	NOUN
ecletica-1232	63	9	performance	performance	NOUN
ecletica-1232	63	10	,	,	PUNCT
ecletica-1232	63	11	for	for	ADP
ecletica-1232	63	12	which	which	PRON
ecletica-1232	63	13	inputs	input	NOUN
ecletica-1232	63	14	are	be	AUX
ecletica-1232	63	15	probability	probability	NOUN
ecletica-1232	63	16	values	value	NOUN
ecletica-1232	63	17	between	between	ADP
ecletica-1232	63	18	0	0	NUM
ecletica-1232	63	19	and	and	CCONJ
ecletica-1232	63	20	1	1	NUM
ecletica-1232	63	21	.	.	PUNCT
ecletica-1232	64	1	it	it	PRON
ecletica-1232	64	2	was	be	AUX
ecletica-1232	64	3	observed	observe	VERB
ecletica-1232	64	4	that	that	SCONJ
ecletica-1232	64	5	ann	ann	PROPN
ecletica-1232	64	6	could	could	AUX
ecletica-1232	64	7	not	not	PART
ecletica-1232	64	8	generalize	generalize	VERB
ecletica-1232	64	9	the	the	DET
ecletica-1232	64	10	problem	problem	NOUN
ecletica-1232	64	11	and	and	CCONJ
ecletica-1232	64	12	classify	classify	VERB
ecletica-1232	64	13	the	the	DET
ecletica-1232	64	14	samples	sample	NOUN
ecletica-1232	64	15	correctly	correctly	ADV
ecletica-1232	64	16	by	by	ADP
ecletica-1232	64	17	increasing	increase	VERB
ecletica-1232	64	18	the	the	DET
ecletica-1232	64	19	number	number	NOUN
ecletica-1232	64	20	of	of	ADP
ecletica-1232	64	21	neurons	neuron	NOUN
ecletica-1232	64	22	in	in	ADP
ecletica-1232	64	23	the	the	DET
ecletica-1232	64	24	intermediate	intermediate	ADJ
ecletica-1232	64	25	layer	layer	NOUN
ecletica-1232	64	26	.	.	PUNCT
ecletica-1232	65	1	for	for	ADP
ecletica-1232	65	2	the	the	DET
ecletica-1232	65	3	training	training	NOUN
ecletica-1232	65	4	set	set	NOUN
ecletica-1232	65	5	,	,	PUNCT
ecletica-1232	65	6	the	the	DET
ecletica-1232	65	7	correct	correct	ADJ
ecletica-1232	65	8	classifications	classification	NOUN
ecletica-1232	65	9	of	of	ADP
ecletica-1232	65	10	28	28	NUM
ecletica-1232	65	11	samples	sample	NOUN
ecletica-1232	65	12	of	of	ADP
ecletica-1232	65	13	class	class	NOUN
ecletica-1232	65	14	1	1	NUM
ecletica-1232	65	15	and	and	CCONJ
ecletica-1232	65	16	74	74	NUM
ecletica-1232	65	17	samples	sample	NOUN
ecletica-1232	65	18	of	of	ADP
ecletica-1232	65	19	class	class	NOUN
ecletica-1232	65	20	2	2	NUM
ecletica-1232	65	21	were	be	AUX
ecletica-1232	65	22	practicable	practicable	ADJ
ecletica-1232	65	23	.	.	PUNCT
ecletica-1232	66	1	for	for	ADP
ecletica-1232	66	2	the	the	DET
ecletica-1232	66	3	validation	validation	NOUN
ecletica-1232	66	4	set	set	NOUN
ecletica-1232	66	5	,	,	PUNCT
ecletica-1232	66	6	no	no	DET
ecletica-1232	66	7	misclassifications	misclassification	NOUN
ecletica-1232	66	8	for	for	ADP
ecletica-1232	66	9	all	all	DET
ecletica-1232	66	10	samples	sample	NOUN
ecletica-1232	66	11	were	be	AUX
ecletica-1232	66	12	a	a	DET
ecletica-1232	66	13	remarkable	remarkable	ADJ
ecletica-1232	66	14	result	result	NOUN
ecletica-1232	66	15	.	.	PUNCT
ecletica-1232	67	1	finally	finally	ADV
ecletica-1232	67	2	,	,	PUNCT
ecletica-1232	67	3	for	for	ADP
ecletica-1232	67	4	the	the	DET
ecletica-1232	67	5	test	test	NOUN
ecletica-1232	67	6	set	set	NOUN
ecletica-1232	67	7	,	,	PUNCT
ecletica-1232	67	8	all	all	DET
ecletica-1232	67	9	samples	sample	NOUN
ecletica-1232	67	10	were	be	AUX
ecletica-1232	67	11	classified	classify	VERB
ecletica-1232	67	12	as	as	ADP
ecletica-1232	67	13	members	member	NOUN
ecletica-1232	67	14	of	of	ADP
ecletica-1232	67	15	their	their	PRON
ecletica-1232	67	16	classes	class	NOUN
ecletica-1232	67	17	.	.	PUNCT
ecletica-1232	68	1	therefore	therefore	ADV
ecletica-1232	68	2	,	,	PUNCT
ecletica-1232	68	3	all	all	DET
ecletica-1232	68	4	146	146	NUM
ecletica-1232	68	5	samples	sample	NOUN
ecletica-1232	68	6	achieved	achieve	VERB
ecletica-1232	68	7	a	a	DET
ecletica-1232	68	8	100	100	NUM
ecletica-1232	68	9	%	%	NOUN
ecletica-1232	68	10	accuracy	accuracy	NOUN
ecletica-1232	68	11	rate	rate	NOUN
ecletica-1232	68	12	,	,	PUNCT
ecletica-1232	68	13	as	as	SCONJ
ecletica-1232	68	14	shown	show	VERB
ecletica-1232	68	15	by	by	ADP
ecletica-1232	68	16	the	the	DET
ecletica-1232	68	17	confusion	confusion	NOUN
ecletica-1232	68	18	matrices	matrix	NOUN
ecletica-1232	68	19	for	for	ADP
ecletica-1232	68	20	the	the	DET
ecletica-1232	68	21	training	training	NOUN
ecletica-1232	68	22	,	,	PUNCT
ecletica-1232	68	23	validation	validation	NOUN
ecletica-1232	68	24	,	,	PUNCT
ecletica-1232	68	25	test	test	NOUN
ecletica-1232	68	26	sets	set	NOUN
ecletica-1232	68	27	,	,	PUNCT
ecletica-1232	68	28	and	and	CCONJ
ecletica-1232	68	29	an	an	DET
ecletica-1232	68	30	all	all	DET
ecletica-1232	68	31	-	-	PUNCT
ecletica-1232	68	32	confusion	confusion	NOUN
ecletica-1232	68	33	matrix	matrix	NOUN
ecletica-1232	68	34	in	in	ADP
ecletica-1232	68	35	fig	fig	NOUN
ecletica-1232	68	36	.	.	PUNCT
ecletica-1232	69	1	3	3	X
ecletica-1232	69	2	.	.	NOUN
ecletica-1232	69	3	table	table	NOUN
ecletica-1232	69	4	1	1	NUM
ecletica-1232	69	5	shows	show	VERB
ecletica-1232	69	6	the	the	DET
ecletica-1232	69	7	responses	response	NOUN
ecletica-1232	69	8	obtained	obtain	VERB
ecletica-1232	69	9	and	and	CCONJ
ecletica-1232	69	10	expected	expect	VERB
ecletica-1232	69	11	by	by	ADP
ecletica-1232	69	12	the	the	DET
ecletica-1232	69	13	ann	ann	PROPN
ecletica-1232	69	14	for	for	ADP
ecletica-1232	69	15	the	the	DET
ecletica-1232	69	16	test	test	NOUN
ecletica-1232	69	17	set	set	NOUN
ecletica-1232	69	18	,	,	PUNCT
ecletica-1232	69	19	with	with	ADP
ecletica-1232	69	20	five	five	NUM
ecletica-1232	69	21	samples	sample	NOUN
ecletica-1232	69	22	of	of	ADP
ecletica-1232	69	23	class	class	NOUN
ecletica-1232	69	24	1	1	NUM
ecletica-1232	69	25	—	—	PUNCT
ecletica-1232	69	26	appropriate	appropriate	ADJ
ecletica-1232	69	27	(	(	PUNCT
ecletica-1232	69	28	90–100	90–100	NUM
ecletica-1232	69	29	wt%	wt%	ADJ
ecletica-1232	69	30	of	of	ADP
ecletica-1232	69	31	raw	raw	ADJ
ecletica-1232	69	32	sugarcane	sugarcane	NOUN
ecletica-1232	69	33	)	)	PUNCT
ecletica-1232	69	34	and	and	CCONJ
ecletica-1232	69	35	17	17	NUM
ecletica-1232	69	36	samples	sample	NOUN
ecletica-1232	69	37	of	of	ADP
ecletica-1232	69	38	class	class	NOUN
ecletica-1232	69	39	2	2	NUM
ecletica-1232	69	40	—	—	PUNCT
ecletica-1232	69	41	inappropriate	inappropriate	ADJ
ecletica-1232	69	42	(	(	PUNCT
ecletica-1232	69	43	41–87	41–87	NOUN
ecletica-1232	69	44	wt%	wt%	ADJ
ecletica-1232	69	45	of	of	ADP
ecletica-1232	69	46	raw	raw	ADJ
ecletica-1232	69	47	sugarcane	sugarcane	NOUN
ecletica-1232	69	48	)	)	PUNCT
ecletica-1232	69	49	.	.	PUNCT
ecletica-1232	70	1	figure	figure	VERB
ecletica-1232	70	2	3	3	NUM
ecletica-1232	70	3	.	.	PUNCT
ecletica-1232	70	4	confusion	confusion	NOUN
ecletica-1232	70	5	matrices	matrix	NOUN
ecletica-1232	70	6	for	for	ADP
ecletica-1232	70	7	sets	set	NOUN
ecletica-1232	70	8	of	of	ADP
ecletica-1232	70	9	training	training	NOUN
ecletica-1232	70	10	,	,	PUNCT
ecletica-1232	70	11	validation	validation	NOUN
ecletica-1232	70	12	,	,	PUNCT
ecletica-1232	70	13	test	test	NOUN
ecletica-1232	70	14	,	,	PUNCT
ecletica-1232	70	15	and	and	CCONJ
ecletica-1232	70	16	all	all	DET
ecletica-1232	70	17	results	result	NOUN
ecletica-1232	70	18	of	of	ADP
ecletica-1232	70	19	raw	raw	ADJ
ecletica-1232	70	20	sugarcane	sugarcane	NOUN
ecletica-1232	70	21	content	content	NOUN
ecletica-1232	70	22	classification	classification	NOUN
ecletica-1232	70	23	in	in	ADP
ecletica-1232	70	24	the	the	DET
ecletica-1232	70	25	presence	presence	NOUN
ecletica-1232	70	26	of	of	ADP
ecletica-1232	70	27	impurity	impurity	NOUN
ecletica-1232	70	28	using	use	VERB
ecletica-1232	70	29	an	an	DET
ecletica-1232	70	30	ann	ann	PROPN
ecletica-1232	70	31	model	model	NOUN
ecletica-1232	70	32	.	.	PUNCT
ecletica-1232	71	1	table	table	NOUN
ecletica-1232	71	2	1	1	NUM
ecletica-1232	71	3	.	.	PUNCT
ecletica-1232	72	1	responses	response	NOUN
ecletica-1232	72	2	were	be	AUX
ecletica-1232	72	3	obtained	obtain	VERB
ecletica-1232	72	4	and	and	CCONJ
ecletica-1232	72	5	expected	expect	VERB
ecletica-1232	72	6	using	use	VERB
ecletica-1232	72	7	ann	ann	PROPN
ecletica-1232	72	8	to	to	PART
ecletica-1232	72	9	classify	classify	VERB
ecletica-1232	72	10	the	the	DET
ecletica-1232	72	11	raw	raw	ADJ
ecletica-1232	72	12	sugarcane	sugarcane	NOUN
ecletica-1232	72	13	content	content	NOUN
ecletica-1232	72	14	(	(	PUNCT
ecletica-1232	72	15	wt%	wt%	PROPN
ecletica-1232	72	16	)	)	PUNCT
ecletica-1232	72	17	for	for	ADP
ecletica-1232	72	18	the	the	DET
ecletica-1232	72	19	test	test	NOUN
ecletica-1232	72	20	set	set	VERB
ecletica-1232	72	21	.	.	PUNCT
ecletica-1232	73	1	sample	sample	PROPN
ecletica-1232	73	2	ann	ann	PROPN
ecletica-1232	73	3	outputs	outputs	PROPN
ecletica-1232	73	4	class	class	NOUN
ecletica-1232	73	5	obtained	obtain	VERB
ecletica-1232	73	6	by	by	ADP
ecletica-1232	73	7	the	the	DET
ecletica-1232	73	8	ann	ann	PROPN
ecletica-1232	73	9	targets	target	NOUN
ecletica-1232	73	10	expected	expect	VERB
ecletica-1232	73	11	class	class	NOUN
ecletica-1232	73	12	2	2	NUM
ecletica-1232	73	13	0.0001	0.0001	NUM
ecletica-1232	73	14	0.9999	0.9999	NUM
ecletica-1232	73	15	2	2	NUM
ecletica-1232	73	16	0	0	NUM
ecletica-1232	73	17	1	1	NUM
ecletica-1232	73	18	2	2	NUM
ecletica-1232	73	19	3	3	NUM
ecletica-1232	73	20	0.0006	0.0006	NUM
ecletica-1232	73	21	0.9994	0.9994	NUM
ecletica-1232	73	22	2	2	NUM
ecletica-1232	73	23	0	0	NUM
ecletica-1232	73	24	1	1	NUM
ecletica-1232	73	25	2	2	NUM
ecletica-1232	73	26	16	16	NUM
ecletica-1232	73	27	0.1604	0.1604	NUM
ecletica-1232	73	28	0.8396	0.8396	NUM
ecletica-1232	73	29	2	2	NUM
ecletica-1232	73	30	0	0	NUM
ecletica-1232	73	31	1	1	NUM
ecletica-1232	73	32	2	2	NUM
ecletica-1232	73	33	21	21	NUM
ecletica-1232	73	34	0.0000	0.0000	NUM
ecletica-1232	73	35	1.0000	1.0000	NUM
ecletica-1232	73	36	2	2	NUM
ecletica-1232	73	37	0	0	NUM
ecletica-1232	73	38	1	1	NUM
ecletica-1232	73	39	2	2	NUM
ecletica-1232	73	40	25	25	NUM
ecletica-1232	73	41	0.0000	0.0000	NUM
ecletica-1232	73	42	1.0000	1.0000	NUM
ecletica-1232	73	43	2	2	NUM
ecletica-1232	73	44	0	0	NUM
ecletica-1232	73	45	1	1	NUM
ecletica-1232	73	46	2	2	NUM
ecletica-1232	73	47	28	28	NUM
ecletica-1232	73	48	0.0001	0.0001	NUM
ecletica-1232	73	49	0.9999	0.9999	NUM
ecletica-1232	73	50	2	2	NUM
ecletica-1232	73	51	0	0	NUM
ecletica-1232	73	52	1	1	NUM
ecletica-1232	73	53	2	2	NUM
ecletica-1232	73	54	29	29	NUM
ecletica-1232	73	55	0.0000	0.0000	NUM
ecletica-1232	73	56	1.0000	1.0000	NUM
ecletica-1232	73	57	2	2	NUM
ecletica-1232	73	58	0	0	NUM
ecletica-1232	73	59	1	1	NUM
ecletica-1232	73	60	2	2	NUM
ecletica-1232	73	61	37	37	NUM
ecletica-1232	73	62	0.0000	0.0000	NUM
ecletica-1232	73	63	1.0000	1.0000	NUM
ecletica-1232	73	64	2	2	NUM
ecletica-1232	73	65	0	0	NUM
ecletica-1232	73	66	1	1	NUM
ecletica-1232	73	67	2	2	NUM
ecletica-1232	73	68	51	51	NUM
ecletica-1232	73	69	0.0000	0.0000	NUM
ecletica-1232	73	70	1.0000	1.0000	NUM
ecletica-1232	73	71	2	2	NUM
ecletica-1232	73	72	0	0	NUM
ecletica-1232	73	73	1	1	NUM
ecletica-1232	73	74	2	2	NUM
ecletica-1232	73	75	54	54	NUM
ecletica-1232	73	76	0.0000	0.0000	NUM
ecletica-1232	73	77	1.0000	1.0000	NUM
ecletica-1232	73	78	2	2	NUM
ecletica-1232	73	79	0	0	NUM
ecletica-1232	73	80	1	1	NUM
ecletica-1232	73	81	2	2	NUM
ecletica-1232	73	82	65	65	NUM
ecletica-1232	73	83	0.0001	0.0001	NUM
ecletica-1232	73	84	0.9999	0.9999	NUM
ecletica-1232	73	85	2	2	NUM
ecletica-1232	73	86	0	0	NUM
ecletica-1232	73	87	1	1	NUM
ecletica-1232	73	88	2	2	NUM
ecletica-1232	73	89	68	68	NUM
ecletica-1232	73	90	0.0000	0.0000	NUM
ecletica-1232	73	91	1.0000	1.0000	NUM
ecletica-1232	73	92	2	2	NUM
ecletica-1232	73	93	0	0	NUM
ecletica-1232	73	94	1	1	NUM
ecletica-1232	73	95	2	2	NUM
ecletica-1232	73	96	73	73	NUM
ecletica-1232	73	97	0.0191	0.0191	NUM
ecletica-1232	73	98	0.9809	0.9809	NUM
ecletica-1232	73	99	2	2	NUM
ecletica-1232	73	100	0	0	NUM
ecletica-1232	73	101	1	1	NUM
ecletica-1232	73	102	2	2	NUM
ecletica-1232	73	103	82	82	NUM
ecletica-1232	73	104	0.0001	0.0001	NUM
ecletica-1232	73	105	0.9999	0.9999	NUM
ecletica-1232	73	106	2	2	NUM
ecletica-1232	73	107	0	0	NUM
ecletica-1232	73	108	1	1	NUM
ecletica-1232	73	109	2	2	NUM
ecletica-1232	73	110	86	86	NUM
ecletica-1232	73	111	0.0007	0.0007	NUM
ecletica-1232	73	112	0.9993	0.9993	NUM
ecletica-1232	73	113	2	2	NUM
ecletica-1232	73	114	0	0	NUM
ecletica-1232	73	115	1	1	NUM
ecletica-1232	73	116	2	2	NUM
ecletica-1232	73	117	92	92	NUM
ecletica-1232	73	118	0.0097	0.0097	NUM
ecletica-1232	73	119	0.9903	0.9903	NUM
ecletica-1232	73	120	2	2	NUM
ecletica-1232	73	121	0	0	NUM
ecletica-1232	73	122	1	1	NUM
ecletica-1232	73	123	2	2	NUM
ecletica-1232	73	124	110	110	NUM
ecletica-1232	73	125	0.3197	0.3197	NUM
ecletica-1232	73	126	0.6803	0.6803	NUM
ecletica-1232	73	127	2	2	NUM
ecletica-1232	73	128	0	0	NUM
ecletica-1232	73	129	1	1	NUM
ecletica-1232	73	130	2	2	NUM
ecletica-1232	73	131	111	111	NUM
ecletica-1232	73	132	0.9876	0.9876	NUM
ecletica-1232	73	133	0.0124	0.0124	NUM
ecletica-1232	73	134	1	1	NUM
ecletica-1232	73	135	1	1	NUM
ecletica-1232	73	136	0	0	NUM
ecletica-1232	73	137	1	1	NUM
ecletica-1232	73	138	113	113	NUM
ecletica-1232	73	139	0.9904	0.9904	NUM
ecletica-1232	73	140	0.0096	0.0096	NUM
ecletica-1232	73	141	1	1	NUM
ecletica-1232	73	142	1	1	NUM
ecletica-1232	73	143	0	0	NUM
ecletica-1232	73	144	1	1	NUM
ecletica-1232	73	145	115	115	NUM
ecletica-1232	73	146	0.9993	0.9993	NUM
ecletica-1232	73	147	0.0007	0.0007	NUM
ecletica-1232	73	148	1	1	NUM
ecletica-1232	73	149	1	1	NUM
ecletica-1232	73	150	0	0	NUM
ecletica-1232	73	151	1	1	NUM
ecletica-1232	73	152	133	133	NUM
ecletica-1232	73	153	0.9968	0.9968	NUM
ecletica-1232	73	154	0.0032	0.0032	NUM
ecletica-1232	73	155	1	1	NUM
ecletica-1232	73	156	1	1	NUM
ecletica-1232	73	157	0	0	NUM
ecletica-1232	73	158	1	1	NUM
ecletica-1232	73	159	135	135	NUM
ecletica-1232	73	160	0.9998	0.9998	NUM
ecletica-1232	73	161	0.0002	0.0002	NUM
ecletica-1232	73	162	1	1	NUM
ecletica-1232	73	163	1	1	NUM
ecletica-1232	73	164	0	0	NUM
ecletica-1232	73	165	1	1	NUM
ecletica-1232	73	166	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	NOUN
ecletica-1232	73	167	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	NOUN
ecletica-1232	73	168	technical	technical	ADJ
ecletica-1232	73	169	note	note	NOUN
ecletica-1232	73	170	iq.unesp.br/ecletica	iq.unesp.br/ecletica	PROPN
ecletica-1232	73	171	53	53	NUM
ecletica-1232	73	172	eclética	eclética	PROPN
ecletica-1232	73	173	química	química	PROPN
ecletica-1232	73	174	journal	journal	PROPN
ecletica-1232	73	175	,	,	PUNCT
ecletica-1232	73	176	vol	vol	NOUN
ecletica-1232	73	177	.	.	PROPN
ecletica-1232	73	178	46	46	NUM
ecletica-1232	73	179	,	,	PUNCT
ecletica-1232	73	180	n.	n.	NOUN
ecletica-1232	73	181	3	3	NUM
ecletica-1232	73	182	,	,	PUNCT
ecletica-1232	73	183	2021	2021	NUM
ecletica-1232	73	184	,	,	PUNCT
ecletica-1232	73	185	49	49	NUM
ecletica-1232	73	186	-	-	SYM
ecletica-1232	73	187	54	54	NUM
ecletica-1232	73	188	issn	issn	NOUN
ecletica-1232	73	189	:	:	PUNCT
ecletica-1232	73	190	1678	1678	NUM
ecletica-1232	73	191	-	-	SYM
ecletica-1232	73	192	4618	4618	NUM
ecletica-1232	73	193	doi	doi	NOUN
ecletica-1232	73	194	:	:	PUNCT
ecletica-1232	73	195	10.26850/1678	10.26850/1678	NUM
ecletica-1232	73	196	-	-	SYM
ecletica-1232	73	197	4618eqj.v46.3.2021.p49	4618eqj.v46.3.2021.p49	NUM
ecletica-1232	73	198	-	-	PUNCT
ecletica-1232	73	199	54	54	NUM
ecletica-1232	73	200	two	two	NUM
ecletica-1232	73	201	other	other	ADJ
ecletica-1232	73	202	ann	ann	PROPN
ecletica-1232	73	203	models	model	NOUN
ecletica-1232	73	204	were	be	AUX
ecletica-1232	73	205	also	also	ADV
ecletica-1232	73	206	investigated	investigate	VERB
ecletica-1232	73	207	:	:	PUNCT
ecletica-1232	73	208	(	(	PUNCT
ecletica-1232	73	209	i	i	NOUN
ecletica-1232	73	210	)	)	PUNCT
ecletica-1232	73	211	a	a	DET
ecletica-1232	73	212	model	model	NOUN
ecletica-1232	73	213	for	for	ADP
ecletica-1232	73	214	classifying	classify	VERB
ecletica-1232	73	215	samples	sample	NOUN
ecletica-1232	73	216	based	base	VERB
ecletica-1232	73	217	on	on	ADP
ecletica-1232	73	218	the	the	DET
ecletica-1232	73	219	maximum	maximum	ADJ
ecletica-1232	73	220	desirable	desirable	ADJ
ecletica-1232	73	221	content	content	NOUN
ecletica-1232	73	222	of	of	ADP
ecletica-1232	73	223	vegetal	vegetal	ADJ
ecletica-1232	73	224	impurity	impurity	NOUN
ecletica-1232	73	225	(	(	PUNCT
ecletica-1232	73	226	8	8	NUM
ecletica-1232	73	227	wt%	wt%	NUM
ecletica-1232	73	228	)	)	PUNCT
ecletica-1232	73	229	,	,	PUNCT
ecletica-1232	73	230	the	the	DET
ecletica-1232	73	231	range	range	NOUN
ecletica-1232	73	232	from	from	ADP
ecletica-1232	73	233	0	0	NUM
ecletica-1232	73	234	to	to	PART
ecletica-1232	73	235	8	8	NUM
ecletica-1232	73	236	wt%	wt%	PRON
ecletica-1232	73	237	designated	designate	VERB
ecletica-1232	73	238	as	as	ADP
ecletica-1232	73	239	class	class	NOUN
ecletica-1232	73	240	1	1	NUM
ecletica-1232	73	241	(	(	PUNCT
ecletica-1232	73	242	with	with	ADP
ecletica-1232	73	243	binary	binary	PROPN
ecletica-1232	73	244	code	code	PROPN
ecletica-1232	73	245	1	1	NUM
ecletica-1232	73	246	0	0	NUM
ecletica-1232	73	247	)	)	PUNCT
ecletica-1232	73	248	,	,	PUNCT
ecletica-1232	73	249	representing	represent	VERB
ecletica-1232	73	250	50	50	NUM
ecletica-1232	73	251	samples	sample	NOUN
ecletica-1232	73	252	,	,	PUNCT
ecletica-1232	73	253	and	and	CCONJ
ecletica-1232	73	254	between	between	ADP
ecletica-1232	73	255	9	9	NUM
ecletica-1232	73	256	and	and	CCONJ
ecletica-1232	73	257	40	40	NUM
ecletica-1232	73	258	wt%	wt%	ADJ
ecletica-1232	73	259	as	as	ADP
ecletica-1232	73	260	class	class	NOUN
ecletica-1232	73	261	2	2	NUM
ecletica-1232	73	262	(	(	PUNCT
ecletica-1232	73	263	with	with	ADP
ecletica-1232	73	264	binary	binary	PROPN
ecletica-1232	73	265	code	code	PROPN
ecletica-1232	73	266	0	0	NUM
ecletica-1232	73	267	1	1	NUM
ecletica-1232	73	268	)	)	PUNCT
ecletica-1232	73	269	,	,	PUNCT
ecletica-1232	73	270	comprising	comprise	VERB
ecletica-1232	73	271	96	96	NUM
ecletica-1232	73	272	samples	sample	NOUN
ecletica-1232	73	273	;	;	PUNCT
ecletica-1232	73	274	(	(	PUNCT
ecletica-1232	73	275	ii	ii	NOUN
ecletica-1232	73	276	)	)	PUNCT
ecletica-1232	73	277	a	a	DET
ecletica-1232	73	278	model	model	NOUN
ecletica-1232	73	279	for	for	ADP
ecletica-1232	73	280	classification	classification	NOUN
ecletica-1232	73	281	based	base	VERB
ecletica-1232	73	282	on	on	ADP
ecletica-1232	73	283	the	the	DET
ecletica-1232	73	284	maximum	maximum	ADJ
ecletica-1232	73	285	tolerate	tolerate	NOUN
ecletica-1232	73	286	content	content	NOUN
ecletica-1232	73	287	of	of	ADP
ecletica-1232	73	288	the	the	DET
ecletica-1232	73	289	soil	soil	NOUN
ecletica-1232	73	290	as	as	ADP
ecletica-1232	73	291	an	an	DET
ecletica-1232	73	292	impurity	impurity	NOUN
ecletica-1232	73	293	(	(	PUNCT
ecletica-1232	73	294	3	3	NUM
ecletica-1232	73	295	wt%	wt%	NUM
ecletica-1232	73	296	)	)	PUNCT
ecletica-1232	73	297	,	,	PUNCT
ecletica-1232	73	298	ranging	range	VERB
ecletica-1232	73	299	from	from	ADP
ecletica-1232	73	300	0	0	NUM
ecletica-1232	73	301	to	to	PART
ecletica-1232	73	302	3	3	NUM
ecletica-1232	73	303	was	be	AUX
ecletica-1232	73	304	class	class	NOUN
ecletica-1232	73	305	1	1	NUM
ecletica-1232	73	306	(	(	PUNCT
ecletica-1232	73	307	with	with	ADP
ecletica-1232	73	308	binary	binary	PROPN
ecletica-1232	73	309	code	code	PROPN
ecletica-1232	73	310	1	1	NUM
ecletica-1232	73	311	0	0	NUM
ecletica-1232	73	312	)	)	PUNCT
ecletica-1232	73	313	,	,	PUNCT
ecletica-1232	73	314	with	with	ADP
ecletica-1232	73	315	40	40	NUM
ecletica-1232	73	316	samples	sample	NOUN
ecletica-1232	73	317	and	and	CCONJ
ecletica-1232	73	318	from	from	ADP
ecletica-1232	73	319	4	4	NUM
ecletica-1232	73	320	to	to	PART
ecletica-1232	73	321	20	20	NUM
ecletica-1232	73	322	wt%	wt%	ADJ
ecletica-1232	73	323	as	as	ADP
ecletica-1232	73	324	class	class	NOUN
ecletica-1232	73	325	2	2	NUM
ecletica-1232	73	326	(	(	PUNCT
ecletica-1232	73	327	with	with	ADP
ecletica-1232	73	328	binary	binary	PROPN
ecletica-1232	73	329	code	code	PROPN
ecletica-1232	73	330	0	0	NUM
ecletica-1232	73	331	1	1	NUM
ecletica-1232	73	332	)	)	PUNCT
ecletica-1232	73	333	,	,	PUNCT
ecletica-1232	73	334	a	a	DET
ecletica-1232	73	335	total	total	NOUN
ecletica-1232	73	336	of	of	ADP
ecletica-1232	73	337	106	106	NUM
ecletica-1232	73	338	samples	sample	NOUN
ecletica-1232	73	339	.	.	PUNCT
ecletica-1232	74	1	in	in	ADP
ecletica-1232	74	2	the	the	DET
ecletica-1232	74	3	ann	ann	PROPN
ecletica-1232	74	4	model	model	NOUN
ecletica-1232	74	5	for	for	ADP
ecletica-1232	74	6	classifying	classify	VERB
ecletica-1232	74	7	vegetal	vegetal	ADJ
ecletica-1232	74	8	impurity	impurity	NOUN
ecletica-1232	74	9	content	content	NOUN
ecletica-1232	74	10	,	,	PUNCT
ecletica-1232	74	11	the	the	DET
ecletica-1232	74	12	best	good	ADJ
ecletica-1232	74	13	result	result	NOUN
ecletica-1232	74	14	was	be	AUX
ecletica-1232	74	15	12	12	NUM
ecletica-1232	74	16	neurons	neuron	NOUN
ecletica-1232	74	17	in	in	ADP
ecletica-1232	74	18	the	the	DET
ecletica-1232	74	19	intermediate	intermediate	ADJ
ecletica-1232	74	20	layer	layer	NOUN
ecletica-1232	74	21	.	.	PUNCT
ecletica-1232	75	1	the	the	DET
ecletica-1232	75	2	training	training	NOUN
ecletica-1232	75	3	set	set	NOUN
ecletica-1232	75	4	was	be	AUX
ecletica-1232	75	5	observed	observe	VERB
ecletica-1232	75	6	among	among	ADP
ecletica-1232	75	7	35	35	NUM
ecletica-1232	75	8	samples	sample	NOUN
ecletica-1232	75	9	of	of	ADP
ecletica-1232	75	10	class	class	NOUN
ecletica-1232	75	11	1	1	NUM
ecletica-1232	75	12	;	;	PUNCT
ecletica-1232	75	13	the	the	DET
ecletica-1232	75	14	neural	neural	ADJ
ecletica-1232	75	15	model	model	NOUN
ecletica-1232	75	16	misclassified	misclassifie	VERB
ecletica-1232	75	17	two	two	NUM
ecletica-1232	75	18	samples	sample	NOUN
ecletica-1232	75	19	as	as	ADP
ecletica-1232	75	20	class	class	NOUN
ecletica-1232	75	21	2	2	NUM
ecletica-1232	75	22	;	;	PUNCT
ecletica-1232	75	23	among	among	ADP
ecletica-1232	75	24	67	67	NUM
ecletica-1232	75	25	samples	sample	NOUN
ecletica-1232	75	26	of	of	ADP
ecletica-1232	75	27	class	class	NOUN
ecletica-1232	75	28	2	2	NUM
ecletica-1232	75	29	,	,	PUNCT
ecletica-1232	75	30	only	only	ADV
ecletica-1232	75	31	one	one	NUM
ecletica-1232	75	32	sample	sample	NOUN
ecletica-1232	75	33	was	be	AUX
ecletica-1232	75	34	misclassified	misclassifie	VERB
ecletica-1232	75	35	;	;	PUNCT
ecletica-1232	75	36	that	that	ADV
ecletica-1232	75	37	is	is	ADV
ecletica-1232	75	38	,	,	PUNCT
ecletica-1232	75	39	the	the	DET
ecletica-1232	75	40	percentage	percentage	NOUN
ecletica-1232	75	41	of	of	ADP
ecletica-1232	75	42	accurate	accurate	ADJ
ecletica-1232	75	43	classifications	classification	NOUN
ecletica-1232	75	44	for	for	ADP
ecletica-1232	75	45	the	the	DET
ecletica-1232	75	46	training	training	NOUN
ecletica-1232	75	47	set	set	NOUN
ecletica-1232	75	48	was	be	AUX
ecletica-1232	75	49	97.1	97.1	NUM
ecletica-1232	75	50	%	%	NOUN
ecletica-1232	75	51	.	.	PUNCT
ecletica-1232	76	1	for	for	ADP
ecletica-1232	76	2	the	the	DET
ecletica-1232	76	3	validation	validation	NOUN
ecletica-1232	76	4	set	set	NOUN
ecletica-1232	76	5	,	,	PUNCT
ecletica-1232	76	6	it	it	PRON
ecletica-1232	76	7	was	be	AUX
ecletica-1232	76	8	observed	observe	VERB
ecletica-1232	76	9	that	that	SCONJ
ecletica-1232	76	10	the	the	DET
ecletica-1232	76	11	nine	nine	NUM
ecletica-1232	76	12	samples	sample	NOUN
ecletica-1232	76	13	of	of	ADP
ecletica-1232	76	14	class	class	NOUN
ecletica-1232	76	15	1	1	NUM
ecletica-1232	76	16	and	and	CCONJ
ecletica-1232	76	17	the	the	DET
ecletica-1232	76	18	13	13	NUM
ecletica-1232	76	19	samples	sample	NOUN
ecletica-1232	76	20	of	of	ADP
ecletica-1232	76	21	class	class	NOUN
ecletica-1232	76	22	2	2	NUM
ecletica-1232	76	23	were	be	AUX
ecletica-1232	76	24	100	100	NUM
ecletica-1232	76	25	%	%	NOUN
ecletica-1232	76	26	accurately	accurately	ADV
ecletica-1232	76	27	classified	classify	VERB
ecletica-1232	76	28	.	.	PUNCT
ecletica-1232	77	1	finally	finally	ADV
ecletica-1232	77	2	,	,	PUNCT
ecletica-1232	77	3	for	for	ADP
ecletica-1232	77	4	the	the	DET
ecletica-1232	77	5	test	test	NOUN
ecletica-1232	77	6	set	set	NOUN
ecletica-1232	77	7	,	,	PUNCT
ecletica-1232	77	8	it	it	PRON
ecletica-1232	77	9	was	be	AUX
ecletica-1232	77	10	observed	observe	VERB
ecletica-1232	77	11	that	that	SCONJ
ecletica-1232	77	12	among	among	ADP
ecletica-1232	77	13	six	six	NUM
ecletica-1232	77	14	samples	sample	NOUN
ecletica-1232	77	15	of	of	ADP
ecletica-1232	77	16	class	class	NOUN
ecletica-1232	77	17	1	1	NUM
ecletica-1232	77	18	,	,	PUNCT
ecletica-1232	77	19	only	only	ADV
ecletica-1232	77	20	one	one	NUM
ecletica-1232	77	21	sample	sample	NOUN
ecletica-1232	77	22	was	be	AUX
ecletica-1232	77	23	misclassified	misclassifie	VERB
ecletica-1232	77	24	as	as	ADP
ecletica-1232	77	25	class	class	NOUN
ecletica-1232	77	26	2	2	NUM
ecletica-1232	77	27	,	,	PUNCT
ecletica-1232	77	28	and	and	CCONJ
ecletica-1232	77	29	among	among	ADP
ecletica-1232	77	30	the	the	DET
ecletica-1232	77	31	16	16	NUM
ecletica-1232	77	32	samples	sample	NOUN
ecletica-1232	77	33	of	of	ADP
ecletica-1232	77	34	class	class	NOUN
ecletica-1232	77	35	2	2	NUM
ecletica-1232	77	36	,	,	PUNCT
ecletica-1232	77	37	there	there	PRON
ecletica-1232	77	38	was	be	VERB
ecletica-1232	77	39	one	one	NUM
ecletica-1232	77	40	misclassification	misclassification	NOUN
ecletica-1232	77	41	,	,	PUNCT
ecletica-1232	77	42	that	that	ADV
ecletica-1232	77	43	is	is	ADV
ecletica-1232	77	44	,	,	PUNCT
ecletica-1232	77	45	the	the	DET
ecletica-1232	77	46	percentage	percentage	NOUN
ecletica-1232	77	47	of	of	ADP
ecletica-1232	77	48	accurate	accurate	ADJ
ecletica-1232	77	49	classifications	classification	NOUN
ecletica-1232	77	50	for	for	ADP
ecletica-1232	77	51	the	the	DET
ecletica-1232	77	52	test	test	NOUN
ecletica-1232	77	53	set	set	NOUN
ecletica-1232	77	54	was	be	AUX
ecletica-1232	77	55	90.9	90.9	NUM
ecletica-1232	77	56	%	%	NOUN
ecletica-1232	77	57	.	.	PUNCT
ecletica-1232	78	1	therefore	therefore	ADV
ecletica-1232	78	2	,	,	PUNCT
ecletica-1232	78	3	for	for	ADP
ecletica-1232	78	4	all	all	DET
ecletica-1232	78	5	146	146	NUM
ecletica-1232	78	6	samples	sample	NOUN
ecletica-1232	78	7	,	,	PUNCT
ecletica-1232	78	8	five	five	NUM
ecletica-1232	78	9	were	be	AUX
ecletica-1232	78	10	misclassified	misclassifie	VERB
ecletica-1232	78	11	,	,	PUNCT
ecletica-1232	78	12	representing	represent	VERB
ecletica-1232	78	13	an	an	DET
ecletica-1232	78	14	average	average	ADJ
ecletica-1232	78	15	rate	rate	NOUN
ecletica-1232	78	16	of	of	ADP
ecletica-1232	78	17	96.6	96.6	NUM
ecletica-1232	78	18	%	%	NOUN
ecletica-1232	78	19	.	.	PUNCT
ecletica-1232	79	1	for	for	ADP
ecletica-1232	79	2	classifying	classify	VERB
ecletica-1232	79	3	the	the	DET
ecletica-1232	79	4	soil	soil	NOUN
ecletica-1232	79	5	content	content	NOUN
ecletica-1232	79	6	as	as	ADP
ecletica-1232	79	7	a	a	DET
ecletica-1232	79	8	solid	solid	ADJ
ecletica-1232	79	9	impurity	impurity	NOUN
ecletica-1232	79	10	,	,	PUNCT
ecletica-1232	79	11	18	18	NUM
ecletica-1232	79	12	neurons	neuron	NOUN
ecletica-1232	79	13	in	in	ADP
ecletica-1232	79	14	the	the	DET
ecletica-1232	79	15	intermediate	intermediate	ADJ
ecletica-1232	79	16	layer	layer	NOUN
ecletica-1232	79	17	were	be	AUX
ecletica-1232	79	18	the	the	DET
ecletica-1232	79	19	best	good	ADJ
ecletica-1232	79	20	result	result	NOUN
ecletica-1232	79	21	.	.	PUNCT
ecletica-1232	80	1	for	for	ADP
ecletica-1232	80	2	the	the	DET
ecletica-1232	80	3	training	training	NOUN
ecletica-1232	80	4	and	and	CCONJ
ecletica-1232	80	5	test	test	NOUN
ecletica-1232	80	6	sets	set	NOUN
ecletica-1232	80	7	,	,	PUNCT
ecletica-1232	80	8	eight	eight	NUM
ecletica-1232	80	9	and	and	CCONJ
ecletica-1232	80	10	three	three	NUM
ecletica-1232	80	11	misclassifications	misclassification	NOUN
ecletica-1232	80	12	were	be	AUX
ecletica-1232	80	13	verified	verify	VERB
ecletica-1232	80	14	,	,	PUNCT
ecletica-1232	80	15	respectively	respectively	ADV
ecletica-1232	80	16	.	.	PUNCT
ecletica-1232	81	1	therefore	therefore	ADV
ecletica-1232	81	2	,	,	PUNCT
ecletica-1232	81	3	of	of	ADP
ecletica-1232	81	4	the	the	DET
ecletica-1232	81	5	146	146	NUM
ecletica-1232	81	6	samples	sample	NOUN
ecletica-1232	81	7	,	,	PUNCT
ecletica-1232	81	8	11	11	NUM
ecletica-1232	81	9	were	be	AUX
ecletica-1232	81	10	misclassified	misclassifie	VERB
ecletica-1232	81	11	,	,	PUNCT
ecletica-1232	81	12	representing	represent	VERB
ecletica-1232	81	13	a	a	DET
ecletica-1232	81	14	92.5	92.5	NUM
ecletica-1232	81	15	%	%	NOUN
ecletica-1232	81	16	average	average	ADJ
ecletica-1232	81	17	rate	rate	NOUN
ecletica-1232	81	18	of	of	ADP
ecletica-1232	81	19	accurate	accurate	ADJ
ecletica-1232	81	20	classifications	classification	NOUN
ecletica-1232	81	21	.	.	PUNCT
ecletica-1232	82	1	thus	thus	ADV
ecletica-1232	82	2	,	,	PUNCT
ecletica-1232	82	3	the	the	DET
ecletica-1232	82	4	remarkable	remarkable	ADJ
ecletica-1232	82	5	ann	ann	PROPN
ecletica-1232	82	6	result	result	NOUN
ecletica-1232	82	7	is	be	AUX
ecletica-1232	82	8	for	for	ADP
ecletica-1232	82	9	raw	raw	ADJ
ecletica-1232	82	10	sugarcane	sugarcane	NOUN
ecletica-1232	82	11	content	content	NOUN
ecletica-1232	82	12	,	,	PUNCT
ecletica-1232	82	13	considering	consider	VERB
ecletica-1232	82	14	the	the	DET
ecletica-1232	82	15	lowest	low	ADJ
ecletica-1232	82	16	crossentropy	crossentropy	NOUN
ecletica-1232	82	17	error	error	NOUN
ecletica-1232	82	18	,	,	PUNCT
ecletica-1232	82	19	was	be	AUX
ecletica-1232	82	20	achieved	achieve	VERB
ecletica-1232	82	21	in	in	ADP
ecletica-1232	82	22	this	this	DET
ecletica-1232	82	23	model	model	NOUN
ecletica-1232	82	24	(	(	PUNCT
ecletica-1232	82	25	0.0062	0.0062	NUM
ecletica-1232	82	26	)	)	PUNCT
ecletica-1232	82	27	.	.	PUNCT
ecletica-1232	83	1	in	in	ADP
ecletica-1232	83	2	contrast	contrast	NOUN
ecletica-1232	83	3	,	,	PUNCT
ecletica-1232	83	4	the	the	DET
ecletica-1232	83	5	best	good	ADJ
ecletica-1232	83	6	models	model	NOUN
ecletica-1232	83	7	for	for	ADP
ecletica-1232	83	8	vegetal	vegetal	ADJ
ecletica-1232	83	9	parts	part	NOUN
ecletica-1232	83	10	and	and	CCONJ
ecletica-1232	83	11	soil	soil	NOUN
ecletica-1232	83	12	contents	content	NOUN
ecletica-1232	83	13	resulted	result	VERB
ecletica-1232	83	14	in	in	ADP
ecletica-1232	83	15	0.0160	0.0160	NUM
ecletica-1232	83	16	and	and	CCONJ
ecletica-1232	83	17	0.0482	0.0482	NUM
ecletica-1232	83	18	,	,	PUNCT
ecletica-1232	83	19	respectively	respectively	ADV
ecletica-1232	83	20	.	.	PUNCT
ecletica-1232	84	1	4	4	X
ecletica-1232	84	2	.	.	X
ecletica-1232	84	3	conclusion	conclusion	VERB
ecletica-1232	84	4	the	the	DET
ecletica-1232	84	5	outstanding	outstanding	ADJ
ecletica-1232	84	6	result	result	NOUN
ecletica-1232	84	7	using	use	VERB
ecletica-1232	84	8	the	the	DET
ecletica-1232	84	9	ann	ann	PROPN
ecletica-1232	84	10	method	method	NOUN
ecletica-1232	84	11	and	and	CCONJ
ecletica-1232	84	12	averaged	average	VERB
ecletica-1232	84	13	color	color	NOUN
ecletica-1232	84	14	values	value	NOUN
ecletica-1232	84	15	from	from	ADP
ecletica-1232	84	16	digital	digital	ADJ
ecletica-1232	84	17	images	image	NOUN
ecletica-1232	84	18	achieved	achieve	VERB
ecletica-1232	84	19	the	the	DET
ecletica-1232	84	20	lowest	low	ADJ
ecletica-1232	84	21	cross	cross	ADJ
ecletica-1232	84	22	-	-	ADJ
ecletica-1232	84	23	entropy	entropy	ADJ
ecletica-1232	84	24	errors	error	NOUN
ecletica-1232	84	25	and	and	CCONJ
ecletica-1232	84	26	100	100	NUM
ecletica-1232	84	27	%	%	NOUN
ecletica-1232	84	28	of	of	ADP
ecletica-1232	84	29	accurate	accurate	ADJ
ecletica-1232	84	30	classifications	classification	NOUN
ecletica-1232	84	31	for	for	ADP
ecletica-1232	84	32	the	the	DET
ecletica-1232	84	33	content	content	NOUN
ecletica-1232	84	34	of	of	ADP
ecletica-1232	84	35	raw	raw	ADJ
ecletica-1232	84	36	sugarcane	sugarcane	NOUN
ecletica-1232	84	37	,	,	PUNCT
ecletica-1232	84	38	considering	consider	VERB
ecletica-1232	84	39	the	the	DET
ecletica-1232	84	40	presence	presence	NOUN
ecletica-1232	84	41	of	of	ADP
ecletica-1232	84	42	two	two	NUM
ecletica-1232	84	43	different	different	ADJ
ecletica-1232	84	44	types	type	NOUN
ecletica-1232	84	45	of	of	ADP
ecletica-1232	84	46	solid	solid	ADJ
ecletica-1232	84	47	impurity	impurity	NOUN
ecletica-1232	84	48	—	—	PUNCT
ecletica-1232	84	49	vegetal	vegetal	ADJ
ecletica-1232	84	50	plant	plant	NOUN
ecletica-1232	84	51	parts	part	NOUN
ecletica-1232	84	52	of	of	ADP
ecletica-1232	84	53	plants	plant	NOUN
ecletica-1232	84	54	and	and	CCONJ
ecletica-1232	84	55	soil	soil	NOUN
ecletica-1232	84	56	.	.	PUNCT
ecletica-1232	85	1	additionally	additionally	ADV
ecletica-1232	85	2	,	,	PUNCT
ecletica-1232	85	3	the	the	DET
ecletica-1232	85	4	ann	ann	PROPN
ecletica-1232	85	5	running	running	NOUN
ecletica-1232	85	6	takes	take	VERB
ecletica-1232	85	7	a	a	DET
ecletica-1232	85	8	few	few	ADJ
ecletica-1232	85	9	seconds	second	NOUN
ecletica-1232	85	10	,	,	PUNCT
ecletica-1232	85	11	and	and	CCONJ
ecletica-1232	85	12	the	the	DET
ecletica-1232	85	13	system	system	NOUN
ecletica-1232	85	14	of	of	ADP
ecletica-1232	85	15	a	a	DET
ecletica-1232	85	16	digital	digital	ADJ
ecletica-1232	85	17	image	image	NOUN
ecletica-1232	85	18	is	be	AUX
ecletica-1232	85	19	an	an	DET
ecletica-1232	85	20	easy	easy	ADJ
ecletica-1232	85	21	-	-	PUNCT
ecletica-1232	85	22	to	to	ADP
ecletica-1232	85	23	-	-	PUNCT
ecletica-1232	85	24	use	use	NOUN
ecletica-1232	85	25	system	system	NOUN
ecletica-1232	85	26	that	that	PRON
ecletica-1232	85	27	can	can	AUX
ecletica-1232	85	28	be	be	AUX
ecletica-1232	85	29	carried	carry	VERB
ecletica-1232	85	30	out	out	ADP
ecletica-1232	85	31	in	in	ADP
ecletica-1232	85	32	any	any	DET
ecletica-1232	85	33	location	location	NOUN
ecletica-1232	85	34	.	.	PUNCT
ecletica-1232	86	1	thus	thus	ADV
ecletica-1232	86	2	,	,	PUNCT
ecletica-1232	86	3	the	the	DET
ecletica-1232	86	4	method	method	NOUN
ecletica-1232	86	5	can	can	AUX
ecletica-1232	86	6	be	be	AUX
ecletica-1232	86	7	implemented	implement	VERB
ecletica-1232	86	8	in	in	ADP
ecletica-1232	86	9	sugar	sugar	NOUN
ecletica-1232	86	10	cane	cane	NOUN
ecletica-1232	86	11	mills	mill	NOUN
ecletica-1232	86	12	as	as	ADP
ecletica-1232	86	13	a	a	DET
ecletica-1232	86	14	screening	screening	NOUN
ecletica-1232	86	15	method	method	NOUN
ecletica-1232	86	16	of	of	ADP
ecletica-1232	86	17	raw	raw	ADJ
ecletica-1232	86	18	sugarcane	sugarcane	NOUN
ecletica-1232	86	19	shipments	shipment	NOUN
ecletica-1232	86	20	in	in	ADP
ecletica-1232	86	21	the	the	DET
ecletica-1232	86	22	presence	presence	NOUN
ecletica-1232	86	23	of	of	ADP
ecletica-1232	86	24	solid	solid	ADJ
ecletica-1232	86	25	impurity	impurity	NOUN
ecletica-1232	86	26	as	as	ADP
ecletica-1232	86	27	vegetal	vegetal	ADJ
ecletica-1232	86	28	parts	part	NOUN
ecletica-1232	86	29	of	of	ADP
ecletica-1232	86	30	the	the	DET
ecletica-1232	86	31	plant	plant	NOUN
ecletica-1232	86	32	itself	itself	PRON
ecletica-1232	86	33	and	and	CCONJ
ecletica-1232	86	34	soil	soil	NOUN
ecletica-1232	86	35	.	.	PUNCT
ecletica-1232	87	1	authors	author	NOUN
ecletica-1232	87	2	’	’	PART
ecletica-1232	87	3	contribution	contribution	NOUN
ecletica-1232	87	4	conceptualization	conceptualization	NOUN
ecletica-1232	87	5	:	:	PUNCT
ecletica-1232	87	6	pereira	pereira	PROPN
ecletica-1232	87	7	,	,	PUNCT
ecletica-1232	87	8	f.	f.	PROPN
ecletica-1232	87	9	m.	m.	PROPN
ecletica-1232	88	1	v.	v.	PROPN
ecletica-1232	88	2	;	;	PUNCT
ecletica-1232	88	3	filletti	filletti	PROPN
ecletica-1232	88	4	,	,	PUNCT
ecletica-1232	89	1	e.	e.	PROPN
ecletica-1232	89	2	r.	r.	PROPN
ecletica-1232	89	3	data	data	PROPN
ecletica-1232	89	4	curation	curation	PROPN
ecletica-1232	89	5	:	:	PUNCT
ecletica-1232	89	6	pereira	pereira	PROPN
ecletica-1232	89	7	,	,	PUNCT
ecletica-1232	89	8	f.	f.	PROPN
ecletica-1232	89	9	m.	m.	PROPN
ecletica-1232	90	1	v.	v.	PROPN
ecletica-1232	90	2	;	;	PUNCT
ecletica-1232	90	3	santos	santos	PROPN
ecletica-1232	90	4	,	,	PUNCT
ecletica-1232	90	5	l.	l.	PROPN
ecletica-1232	90	6	j.	j.	PROPN
ecletica-1232	90	7	formal	formal	ADJ
ecletica-1232	90	8	analysis	analysis	NOUN
ecletica-1232	90	9	:	:	PUNCT
ecletica-1232	90	10	santos	santos	PROPN
ecletica-1232	90	11	,	,	PUNCT
ecletica-1232	90	12	l.	l.	PROPN
ecletica-1232	90	13	j.	j.	PROPN
ecletica-1232	90	14	funding	funding	PROPN
ecletica-1232	90	15	acquisition	acquisition	PROPN
ecletica-1232	90	16	:	:	PUNCT
ecletica-1232	90	17	pereira	pereira	PROPN
ecletica-1232	90	18	,	,	PUNCT
ecletica-1232	90	19	f.	f.	PROPN
ecletica-1232	90	20	m.	m.	PROPN
ecletica-1232	91	1	v.	v.	PROPN
ecletica-1232	91	2	;	;	PUNCT
ecletica-1232	91	3	filletti	filletti	PROPN
ecletica-1232	91	4	,	,	PUNCT
ecletica-1232	92	1	e.	e.	PROPN
ecletica-1232	92	2	r.	r.	PROPN
ecletica-1232	92	3	investigation	investigation	PROPN
ecletica-1232	92	4	:	:	PUNCT
ecletica-1232	93	1	pereira	pereira	PROPN
ecletica-1232	93	2	,	,	PUNCT
ecletica-1232	93	3	f.	f.	PROPN
ecletica-1232	93	4	m.	m.	PROPN
ecletica-1232	94	1	v.	v.	PROPN
ecletica-1232	94	2	;	;	PUNCT
ecletica-1232	94	3	filletti	filletti	PROPN
ecletica-1232	94	4	,	,	PUNCT
ecletica-1232	94	5	e.	e.	PROPN
ecletica-1232	94	6	r.	r.	PROPN
ecletica-1232	94	7	,	,	PUNCT
ecletica-1232	94	8	santos	santos	PROPN
ecletica-1232	94	9	,	,	PUNCT
ecletica-1232	94	10	l.	l.	PROPN
ecletica-1232	94	11	j.	j.	PROPN
ecletica-1232	94	12	methodology	methodology	PROPN
ecletica-1232	94	13	:	:	PUNCT
ecletica-1232	95	1	pereira	pereira	PROPN
ecletica-1232	95	2	,	,	PUNCT
ecletica-1232	95	3	f.	f.	PROPN
ecletica-1232	95	4	m.	m.	PROPN
ecletica-1232	96	1	v.	v.	PROPN
ecletica-1232	96	2	;	;	PUNCT
ecletica-1232	96	3	filletti	filletti	PROPN
ecletica-1232	96	4	,	,	PUNCT
ecletica-1232	96	5	e.	e.	PROPN
ecletica-1232	96	6	r.	r.	PROPN
ecletica-1232	96	7	project	project	PROPN
ecletica-1232	96	8	administration	administration	PROPN
ecletica-1232	96	9	:	:	PUNCT
ecletica-1232	97	1	pereira	pereira	PROPN
ecletica-1232	97	2	,	,	PUNCT
ecletica-1232	97	3	f.	f.	PROPN
ecletica-1232	97	4	m.	m.	PROPN
ecletica-1232	97	5	v.	v.	ADP
ecletica-1232	97	6	resources	resource	NOUN
ecletica-1232	97	7	:	:	PUNCT
ecletica-1232	97	8	pereira	pereira	PROPN
ecletica-1232	97	9	,	,	PUNCT
ecletica-1232	97	10	f.	f.	PROPN
ecletica-1232	97	11	m.	m.	PROPN
ecletica-1232	98	1	v.	v.	PROPN
ecletica-1232	98	2	;	;	PUNCT
ecletica-1232	98	3	filletti	filletti	PROPN
ecletica-1232	98	4	,	,	PUNCT
ecletica-1232	98	5	e.	e.	PROPN
ecletica-1232	98	6	r.	r.	PROPN
ecletica-1232	98	7	software	software	PROPN
ecletica-1232	98	8	:	:	PUNCT
ecletica-1232	99	1	filletti	filletti	PROPN
ecletica-1232	99	2	,	,	PUNCT
ecletica-1232	99	3	e.	e.	PROPN
ecletica-1232	99	4	r.	r.	PROPN
ecletica-1232	99	5	supervision	supervision	PROPN
ecletica-1232	99	6	:	:	PUNCT
ecletica-1232	100	1	filletti	filletti	PROPN
ecletica-1232	100	2	,	,	PUNCT
ecletica-1232	101	1	e.	e.	PROPN
ecletica-1232	101	2	r.	r.	PROPN
ecletica-1232	101	3	validation	validation	PROPN
ecletica-1232	101	4	:	:	PUNCT
ecletica-1232	101	5	filletti	filletti	PROPN
ecletica-1232	101	6	,	,	PUNCT
ecletica-1232	101	7	e.	e.	PROPN
ecletica-1232	101	8	r.	r.	PROPN
ecletica-1232	101	9	visualization	visualization	PROPN
ecletica-1232	101	10	:	:	PUNCT
ecletica-1232	101	11	pereira	pereira	PROPN
ecletica-1232	101	12	,	,	PUNCT
ecletica-1232	101	13	f.	f.	PROPN
ecletica-1232	101	14	m.	m.	PROPN
ecletica-1232	102	1	v.	v.	PROPN
ecletica-1232	102	2	;	;	PUNCT
ecletica-1232	102	3	filletti	filletti	PROPN
ecletica-1232	102	4	,	,	PUNCT
ecletica-1232	102	5	e.	e.	PROPN
ecletica-1232	102	6	r.	r.	PROPN
ecletica-1232	102	7	,	,	PUNCT
ecletica-1232	102	8	santos	santos	PROPN
ecletica-1232	102	9	,	,	PUNCT
ecletica-1232	103	1	l.	l.	PROPN
ecletica-1232	103	2	j.	j.	PROPN
ecletica-1232	103	3	writing	writing	PROPN
ecletica-1232	103	4	–	–	PUNCT
ecletica-1232	103	5	original	original	ADJ
ecletica-1232	103	6	draft	draft	NOUN
ecletica-1232	103	7	:	:	PUNCT
ecletica-1232	103	8	santos	santos	PROPN
ecletica-1232	103	9	,	,	PUNCT
ecletica-1232	103	10	l.	l.	PROPN
ecletica-1232	103	11	j.	j.	PROPN
ecletica-1232	103	12	writing	writing	PROPN
ecletica-1232	103	13	–	–	PUNCT
ecletica-1232	103	14	review	review	NOUN
ecletica-1232	103	15	&	&	CCONJ
ecletica-1232	103	16	editing	editing	NOUN
ecletica-1232	103	17	:	:	PUNCT
ecletica-1232	103	18	filletti	filletti	PROPN
ecletica-1232	103	19	,	,	PUNCT
ecletica-1232	103	20	e.	e.	PROPN
ecletica-1232	103	21	r.	r.	PROPN
ecletica-1232	103	22	;	;	PUNCT
ecletica-1232	103	23	pereira	pereira	PROPN
ecletica-1232	103	24	,	,	PUNCT
ecletica-1232	103	25	f.	f.	PROPN
ecletica-1232	103	26	m.	m.	PROPN
ecletica-1232	103	27	v.	v.	ADP
ecletica-1232	103	28	data	datum	NOUN
ecletica-1232	103	29	availability	availability	NOUN
ecletica-1232	103	30	statement	statement	NOUN
ecletica-1232	103	31	the	the	DET
ecletica-1232	103	32	data	datum	NOUN
ecletica-1232	103	33	will	will	AUX
ecletica-1232	103	34	be	be	AUX
ecletica-1232	103	35	available	available	ADJ
ecletica-1232	103	36	upon	upon	SCONJ
ecletica-1232	103	37	request	request	NOUN
ecletica-1232	103	38	.	.	PUNCT
ecletica-1232	104	1	funding	fund	VERB
ecletica-1232	104	2	this	this	DET
ecletica-1232	104	3	study	study	NOUN
ecletica-1232	104	4	was	be	AUX
ecletica-1232	104	5	supported	support	VERB
ecletica-1232	104	6	by	by	ADP
ecletica-1232	104	7	:	:	PUNCT
ecletica-1232	104	8	são	são	PROPN
ecletica-1232	104	9	paulo	paulo	PROPN
ecletica-1232	104	10	research	research	PROPN
ecletica-1232	104	11	foundation	foundation	PROPN
ecletica-1232	104	12	(	(	PUNCT
ecletica-1232	104	13	fapesp	fapesp	NOUN
ecletica-1232	104	14	)	)	PUNCT
ecletica-1232	104	15	,	,	PUNCT
ecletica-1232	104	16	grant	grant	VERB
ecletica-1232	104	17	no	no	PRON
ecletica-1232	104	18	:	:	PUNCT
ecletica-1232	104	19	2018/03960	2018/03960	NUM
ecletica-1232	104	20	-	-	SYM
ecletica-1232	104	21	1	1	NUM
ecletica-1232	104	22	;	;	PUNCT
ecletica-1232	104	23	2018/18212	2018/18212	NUM
ecletica-1232	104	24	-	-	SYM
ecletica-1232	104	25	8	8	NUM
ecletica-1232	104	26	;	;	PUNCT
ecletica-1232	104	27	2019/01102	2019/01102	NUM
ecletica-1232	104	28	-	-	SYM
ecletica-1232	104	29	8	8	NUM
ecletica-1232	104	30	;	;	PUNCT
ecletica-1232	104	31	2014/50945	2014/50945	NUM
ecletica-1232	104	32	-	-	SYM
ecletica-1232	104	33	4	4	NUM
ecletica-1232	104	34	.	.	PUNCT
ecletica-1232	104	35	national	national	PROPN
ecletica-1232	104	36	council	council	PROPN
ecletica-1232	104	37	for	for	ADP
ecletica-1232	104	38	scientific	scientific	ADJ
ecletica-1232	104	39	and	and	CCONJ
ecletica-1232	104	40	technological	technological	ADJ
ecletica-1232	104	41	development	development	NOUN
ecletica-1232	104	42	(	(	PUNCT
ecletica-1232	104	43	cnpq	cnpq	NOUN
ecletica-1232	104	44	)	)	PUNCT
ecletica-1232	104	45	,	,	PUNCT
ecletica-1232	104	46	grant	grant	VERB
ecletica-1232	104	47	no	no	PRON
ecletica-1232	104	48	:	:	PUNCT
ecletica-1232	104	49	307328/2019	307328/2019	NUM
ecletica-1232	104	50	-	-	SYM
ecletica-1232	104	51	8	8	NUM
ecletica-1232	104	52	;	;	PUNCT
ecletica-1232	104	53	465571/2014	465571/2014	NUM
ecletica-1232	104	54	-	-	SYM
ecletica-1232	104	55	0	0	NUM
ecletica-1232	104	56	.	.	PUNCT
ecletica-1232	105	1	coordination	coordination	NOUN
ecletica-1232	105	2	for	for	ADP
ecletica-1232	105	3	the	the	DET
ecletica-1232	105	4	improvement	improvement	NOUN
ecletica-1232	105	5	of	of	ADP
ecletica-1232	105	6	higher	high	ADJ
ecletica-1232	105	7	education	education	NOUN
ecletica-1232	105	8	personnel	personnel	NOUN
ecletica-1232	105	9	(	(	PUNCT
ecletica-1232	105	10	capes	cape	NOUN
ecletica-1232	105	11	)	)	PUNCT
ecletica-1232	105	12	,	,	PUNCT
ecletica-1232	105	13	grant	grant	VERB
ecletica-1232	105	14	no	no	PRON
ecletica-1232	105	15	:	:	PUNCT
ecletica-1232	105	16	88887136426/2017/00	88887136426/2017/00	NUM
ecletica-1232	105	17	.	.	PUNCT
ecletica-1232	106	1	acknowledgments	acknowledgment	NOUN
ecletica-1232	106	2	not	not	PART
ecletica-1232	106	3	applicable	applicable	ADJ
ecletica-1232	106	4	.	.	PUNCT
ecletica-1232	107	1	references	reference	NOUN
ecletica-1232	107	2	andrade	andrade	PROPN
ecletica-1232	107	3	,	,	PUNCT
ecletica-1232	107	4	d.	d.	PROPN
ecletica-1232	107	5	f.	f.	PROPN
ecletica-1232	107	6	;	;	PUNCT
ecletica-1232	107	7	guedes	guede	NOUN
ecletica-1232	107	8	,	,	PUNCT
ecletica-1232	107	9	w.	w.	PROPN
ecletica-1232	107	10	n.	n.	PROPN
ecletica-1232	107	11	;	;	PUNCT
ecletica-1232	107	12	pereira	pereira	PROPN
ecletica-1232	107	13	,	,	PUNCT
ecletica-1232	107	14	f.	f.	PROPN
ecletica-1232	107	15	m.	m.	PROPN
ecletica-1232	108	1	v.	v.	ADP
ecletica-1232	108	2	detection	detection	NOUN
ecletica-1232	108	3	of	of	ADP
ecletica-1232	108	4	chemical	chemical	ADJ
ecletica-1232	108	5	elements	element	NOUN
ecletica-1232	108	6	related	relate	VERB
ecletica-1232	108	7	to	to	ADP
ecletica-1232	108	8	impurities	impurity	NOUN
ecletica-1232	108	9	leached	leach	VERB
ecletica-1232	108	10	from	from	ADP
ecletica-1232	108	11	raw	raw	ADJ
ecletica-1232	108	12	sugarcane	sugarcane	NOUN
ecletica-1232	108	13	:	:	PUNCT
ecletica-1232	108	14	use	use	NOUN
ecletica-1232	108	15	of	of	ADP
ecletica-1232	108	16	laser	laser	NOUN
ecletica-1232	108	17	-	-	PUNCT
ecletica-1232	108	18	induced	induce	VERB
ecletica-1232	108	19	breakdown	breakdown	NOUN
ecletica-1232	108	20	spectroscopy	spectroscopy	NOUN
ecletica-1232	108	21	(	(	PUNCT
ecletica-1232	108	22	libs	lib	NOUN
ecletica-1232	108	23	)	)	PUNCT
ecletica-1232	108	24	and	and	CCONJ
ecletica-1232	108	25	chemometrics	chemometric	NOUN
ecletica-1232	108	26	,	,	PUNCT
ecletica-1232	108	27	microchem	microchem	NOUN
ecletica-1232	108	28	.	.	PUNCT
ecletica-1232	109	1	j.	j.	PROPN
ecletica-1232	109	2	2018	2018	PROPN
ecletica-1232	109	3	,	,	PUNCT
ecletica-1232	109	4	137	137	NUM
ecletica-1232	109	5	,	,	PUNCT
ecletica-1232	109	6	443	443	NUM
ecletica-1232	109	7	–	–	PUNCT
ecletica-1232	109	8	448	448	NUM
ecletica-1232	109	9	.	.	PUNCT
ecletica-1232	110	1	https://doi.org/10.1016/j.microc.2017.12.005	https://doi.org/10.1016/j.microc.2017.12.005	PROPN
ecletica-1232	110	2	.	.	PUNCT
ecletica-1232	111	1	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	NOUN
ecletica-1232	111	2	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	PROPN
ecletica-1232	111	3	https://doi.org/10.1016/j.microc.2017.12.005	https://doi.org/10.1016/j.microc.2017.12.005	VERB
ecletica-1232	111	4	https://doi.org/10.1016/j.microc.2017.12.005	https://doi.org/10.1016/j.microc.2017.12.005	VERB
ecletica-1232	111	5	https://doi.org/10.1016/j.microc.2017.12.005	https://doi.org/10.1016/j.microc.2017.12.005	VERB
ecletica-1232	111	6	https://doi.org/10.1016/j.microc.2017.12.005	https://doi.org/10.1016/j.microc.2017.12.005	VERB
ecletica-1232	111	7	https://doi.org/10.1016/j.microc.2017.12.005	https://doi.org/10.1016/j.microc.2017.12.005	VERB
ecletica-1232	111	8	technical	technical	ADJ
ecletica-1232	111	9	note	note	NOUN
ecletica-1232	111	10	iq.unesp.br/ecletica	iq.unesp.br/ecletica	PROPN
ecletica-1232	111	11	54	54	NUM
ecletica-1232	111	12	eclética	eclética	PROPN
ecletica-1232	111	13	química	química	PROPN
ecletica-1232	111	14	journal	journal	PROPN
ecletica-1232	111	15	,	,	PUNCT
ecletica-1232	111	16	vol	vol	NOUN
ecletica-1232	111	17	.	.	PROPN
ecletica-1232	111	18	46	46	NUM
ecletica-1232	111	19	,	,	PUNCT
ecletica-1232	111	20	n.	n.	NOUN
ecletica-1232	111	21	3	3	NUM
ecletica-1232	111	22	,	,	PUNCT
ecletica-1232	111	23	2021	2021	NUM
ecletica-1232	111	24	,	,	PUNCT
ecletica-1232	111	25	49	49	NUM
ecletica-1232	111	26	-	-	SYM
ecletica-1232	111	27	54	54	NUM
ecletica-1232	111	28	issn	issn	NOUN
ecletica-1232	111	29	:	:	PUNCT
ecletica-1232	111	30	1678	1678	NUM
ecletica-1232	111	31	-	-	SYM
ecletica-1232	111	32	4618	4618	NUM
ecletica-1232	111	33	doi	doi	NOUN
ecletica-1232	111	34	:	:	PUNCT
ecletica-1232	111	35	10.26850/1678	10.26850/1678	NUM
ecletica-1232	111	36	-	-	SYM
ecletica-1232	111	37	4618eqj.v46.3.2021.p49	4618eqj.v46.3.2021.p49	NUM
ecletica-1232	111	38	-	-	PUNCT
ecletica-1232	111	39	54	54	NUM
ecletica-1232	111	40	braga	braga	NOUN
ecletica-1232	111	41	,	,	PUNCT
ecletica-1232	111	42	a.	a.	NOUN
ecletica-1232	111	43	p.	p.	NOUN
ecletica-1232	111	44	;	;	PUNCT
ecletica-1232	111	45	carvalho	carvalho	NOUN
ecletica-1232	111	46	,	,	PUNCT
ecletica-1232	111	47	a.	a.	PROPN
ecletica-1232	111	48	c.	c.	PROPN
ecletica-1232	111	49	p.	p.	PROPN
ecletica-1232	111	50	l.	l.	PROPN
ecletica-1232	112	1	f.	f.	PROPN
ecletica-1232	112	2	;	;	PUNCT
ecletica-1232	112	3	ludermir	ludermir	PROPN
ecletica-1232	112	4	,	,	PUNCT
ecletica-1232	112	5	t.	t.	PROPN
ecletica-1232	112	6	b.	b.	PROPN
ecletica-1232	112	7	redes	redes	PROPN
ecletica-1232	112	8	neurais	neurais	PROPN
ecletica-1232	112	9	artificiais	artificiais	PROPN
ecletica-1232	112	10	:	:	PUNCT
ecletica-1232	112	11	teoria	teoria	NUM
ecletica-1232	112	12	e	e	X
ecletica-1232	112	13	aplicações	aplicações	PROPN
ecletica-1232	112	14	;	;	PUNCT
ecletica-1232	112	15	livros	livros	PROPN
ecletica-1232	112	16	técnicos	técnicos	PROPN
ecletica-1232	112	17	e	e	X
ecletica-1232	112	18	científicos	científicos	PROPN
ecletica-1232	112	19	,	,	PUNCT
ecletica-1232	112	20	2000	2000	NUM
ecletica-1232	112	21	.	.	PUNCT
ecletica-1232	113	1	camargo	camargo	PROPN
ecletica-1232	113	2	,	,	PUNCT
ecletica-1232	113	3	v.	v.	PROPN
ecletica-1232	113	4	r.	r.	PROPN
ecletica-1232	113	5	;	;	PUNCT
ecletica-1232	113	6	santos	santos	PROPN
ecletica-1232	113	7	,	,	PUNCT
ecletica-1232	113	8	l.	l.	PROPN
ecletica-1232	113	9	j.	j.	PROPN
ecletica-1232	113	10	;	;	PUNCT
ecletica-1232	113	11	pereira	pereira	PROPN
ecletica-1232	113	12	,	,	PUNCT
ecletica-1232	113	13	f.	f.	PROPN
ecletica-1232	113	14	m.	m.	PROPN
ecletica-1232	113	15	v.	v.	ADP
ecletica-1232	113	16	a	a	DET
ecletica-1232	113	17	proof	proof	NOUN
ecletica-1232	113	18	of	of	ADP
ecletica-1232	113	19	concept	concept	NOUN
ecletica-1232	113	20	study	study	NOUN
ecletica-1232	113	21	for	for	ADP
ecletica-1232	113	22	the	the	DET
ecletica-1232	113	23	parameters	parameter	NOUN
ecletica-1232	113	24	of	of	ADP
ecletica-1232	113	25	corn	corn	NOUN
ecletica-1232	113	26	grains	grain	NOUN
ecletica-1232	113	27	using	use	VERB
ecletica-1232	113	28	digital	digital	ADJ
ecletica-1232	113	29	images	image	NOUN
ecletica-1232	113	30	and	and	CCONJ
ecletica-1232	113	31	a	a	DET
ecletica-1232	113	32	multivariate	multivariate	NOUN
ecletica-1232	113	33	regression	regression	NOUN
ecletica-1232	113	34	model	model	NOUN
ecletica-1232	113	35	.	.	PUNCT
ecletica-1232	114	1	food	food	NOUN
ecletica-1232	114	2	anal	anal	PROPN
ecletica-1232	114	3	.	.	PUNCT
ecletica-1232	115	1	meth	meth	NOUN
ecletica-1232	115	2	.	.	PUNCT
ecletica-1232	116	1	2018	2018	NUM
ecletica-1232	116	2	,	,	PUNCT
ecletica-1232	116	3	11	11	NUM
ecletica-1232	116	4	,	,	PUNCT
ecletica-1232	116	5	1852–1856	1852–1856	NUM
ecletica-1232	116	6	.	.	PUNCT
ecletica-1232	116	7	https://doi.org/10.1007/s12161-017-1028-6	https://doi.org/10.1007/s12161-017-1028-6	PROPN
ecletica-1232	116	8	.	.	PUNCT
ecletica-1232	117	1	capitán	capitán	NOUN
ecletica-1232	117	2	-	-	PUNCT
ecletica-1232	117	3	vallvey	vallvey	NOUN
ecletica-1232	117	4	,	,	PUNCT
ecletica-1232	117	5	l.	l.	PROPN
ecletica-1232	117	6	f.	f.	PROPN
ecletica-1232	117	7	;	;	PUNCT
ecletica-1232	117	8	lópez	lópez	NOUN
ecletica-1232	117	9	-	-	PUNCT
ecletica-1232	117	10	ruiz	ruiz	NOUN
ecletica-1232	117	11	,	,	PUNCT
ecletica-1232	117	12	n.	n.	NOUN
ecletica-1232	117	13	;	;	PUNCT
ecletica-1232	117	14	martínez	martínez	PROPN
ecletica-1232	117	15	-	-	PUNCT
ecletica-1232	117	16	olmos	olmos	PROPN
ecletica-1232	117	17	,	,	PUNCT
ecletica-1232	117	18	a.	a.	PROPN
ecletica-1232	117	19	;	;	PUNCT
ecletica-1232	117	20	erenas	erena	NOUN
ecletica-1232	117	21	,	,	PUNCT
ecletica-1232	117	22	m.	m.	NOUN
ecletica-1232	117	23	m.	m.	NOUN
ecletica-1232	117	24	;	;	PUNCT
ecletica-1232	117	25	palma	palma	NOUN
ecletica-1232	117	26	,	,	PUNCT
ecletica-1232	117	27	a.	a.	PROPN
ecletica-1232	117	28	j.	j.	PROPN
ecletica-1232	117	29	recent	recent	ADJ
ecletica-1232	117	30	developments	development	NOUN
ecletica-1232	117	31	in	in	ADP
ecletica-1232	117	32	computer	computer	NOUN
ecletica-1232	117	33	vision	vision	NOUN
ecletica-1232	117	34	-	-	PUNCT
ecletica-1232	117	35	based	base	VERB
ecletica-1232	117	36	analytical	analytical	ADJ
ecletica-1232	117	37	chemistry	chemistry	NOUN
ecletica-1232	117	38	:	:	PUNCT
ecletica-1232	117	39	a	a	DET
ecletica-1232	117	40	tutorial	tutorial	ADJ
ecletica-1232	117	41	review	review	NOUN
ecletica-1232	117	42	.	.	PUNCT
ecletica-1232	118	1	anal	anal	PROPN
ecletica-1232	118	2	.	.	PUNCT
ecletica-1232	119	1	chim	chim	PROPN
ecletica-1232	119	2	.	.	PUNCT
ecletica-1232	120	1	acta	acta	PROPN
ecletica-1232	120	2	2007	2007	NUM
ecletica-1232	120	3	,	,	PUNCT
ecletica-1232	120	4	899	899	NUM
ecletica-1232	120	5	,	,	PUNCT
ecletica-1232	120	6	23–56	23–56	NUM
ecletica-1232	120	7	.	.	PUNCT
ecletica-1232	121	1	https://doi.org/10.1016/j.aca.2015.10.009	https://doi.org/10.1016/j.aca.2015.10.009	PROPN
ecletica-1232	121	2	.	.	PUNCT
ecletica-1232	121	3	diniz	diniz	PROPN
ecletica-1232	121	4	,	,	PUNCT
ecletica-1232	121	5	p.	p.	PROPN
ecletica-1232	121	6	h.	h.	PROPN
ecletica-1232	121	7	g.	g.	PROPN
ecletica-1232	121	8	d.	d.	PROPN
ecletica-1232	121	9	chemometrics‐assisted	chemometrics‐assiste	VERB
ecletica-1232	121	10	color	color	NOUN
ecletica-1232	121	11	histogram‐based	histogram‐base	VERB
ecletica-1232	121	12	analytical	analytical	ADJ
ecletica-1232	121	13	systems	system	NOUN
ecletica-1232	121	14	.	.	PUNCT
ecletica-1232	122	1	j.	j.	PROPN
ecletica-1232	122	2	chemom	chemom	PROPN
ecletica-1232	122	3	.	.	PUNCT
ecletica-1232	123	1	2020	2020	NUM
ecletica-1232	123	2	,	,	PUNCT
ecletica-1232	123	3	34	34	NUM
ecletica-1232	123	4	(	(	PUNCT
ecletica-1232	123	5	12	12	NUM
ecletica-1232	123	6	)	)	PUNCT
ecletica-1232	123	7	,	,	PUNCT
ecletica-1232	123	8	e3242	e3242	PROPN
ecletica-1232	123	9	.	.	PUNCT
ecletica-1232	124	1	https://doi.org/10.1002/cem.3242	https://doi.org/10.1002/cem.3242	PROPN
ecletica-1232	124	2	.	.	PUNCT
ecletica-1232	125	1	eggleston	eggleston	PROPN
ecletica-1232	125	2	,	,	PUNCT
ecletica-1232	125	3	g.	g.	PROPN
ecletica-1232	125	4	;	;	PUNCT
ecletica-1232	125	5	grisham	grisham	PROPN
ecletica-1232	125	6	.	.	PUNCT
ecletica-1232	125	7	m.	m.	NOUN
ecletica-1232	125	8	;	;	PUNCT
ecletica-1232	125	9	antoine	antoine	PROPN
ecletica-1232	125	10	,	,	PUNCT
ecletica-1232	125	11	a.	a.	NOUN
ecletica-1232	125	12	clarification	clarification	NOUN
ecletica-1232	125	13	properties	property	NOUN
ecletica-1232	125	14	of	of	ADP
ecletica-1232	125	15	trash	trash	NOUN
ecletica-1232	125	16	and	and	CCONJ
ecletica-1232	125	17	stalk	stalk	NOUN
ecletica-1232	125	18	tissues	tissue	NOUN
ecletica-1232	125	19	from	from	ADP
ecletica-1232	125	20	sugar	sugar	NOUN
ecletica-1232	125	21	cane	cane	NOUN
ecletica-1232	125	22	.	.	PUNCT
ecletica-1232	126	1	j.	j.	PROPN
ecletica-1232	126	2	agric	agric	PROPN
ecletica-1232	126	3	.	.	PUNCT
ecletica-1232	126	4	food	food	NOUN
ecletica-1232	126	5	chem	chem	NOUN
ecletica-1232	126	6	.	.	PUNCT
ecletica-1232	127	1	2010	2010	NUM
ecletica-1232	127	2	,	,	PUNCT
ecletica-1232	127	3	58	58	NUM
ecletica-1232	127	4	(	(	PUNCT
ecletica-1232	127	5	1	1	NUM
ecletica-1232	127	6	)	)	PUNCT
ecletica-1232	127	7	,	,	PUNCT
ecletica-1232	127	8	366–373	366–373	NUM
ecletica-1232	127	9	.	.	PUNCT
ecletica-1232	127	10	https://doi.org/10.1021/jf903093q	https://doi.org/10.1021/jf903093q	NOUN
ecletica-1232	127	11	.	.	PUNCT
ecletica-1232	128	1	guedes	guede	NOUN
ecletica-1232	128	2	,	,	PUNCT
ecletica-1232	128	3	w.	w.	PROPN
ecletica-1232	128	4	n.	n.	PROPN
ecletica-1232	128	5	;	;	PUNCT
ecletica-1232	128	6	pereira	pereira	PROPN
ecletica-1232	128	7	,	,	PUNCT
ecletica-1232	128	8	f.	f.	PROPN
ecletica-1232	128	9	m.	m.	PROPN
ecletica-1232	128	10	v.	v.	ADP
ecletica-1232	128	11	classifying	classify	VERB
ecletica-1232	128	12	impurity	impurity	NOUN
ecletica-1232	128	13	ranges	range	VERB
ecletica-1232	128	14	in	in	ADP
ecletica-1232	128	15	raw	raw	ADJ
ecletica-1232	128	16	sugarcane	sugarcane	NOUN
ecletica-1232	128	17	using	use	VERB
ecletica-1232	128	18	laser	laser	NOUN
ecletica-1232	128	19	-	-	PUNCT
ecletica-1232	128	20	induced	induce	VERB
ecletica-1232	128	21	breakdown	breakdown	NOUN
ecletica-1232	128	22	spectroscopy	spectroscopy	NOUN
ecletica-1232	128	23	(	(	PUNCT
ecletica-1232	128	24	libs	lib	NOUN
ecletica-1232	128	25	)	)	PUNCT
ecletica-1232	128	26	and	and	CCONJ
ecletica-1232	128	27	sum	sum	NOUN
ecletica-1232	128	28	fusion	fusion	NOUN
ecletica-1232	128	29	across	across	ADP
ecletica-1232	128	30	a	a	DET
ecletica-1232	128	31	tuning	tuning	NOUN
ecletica-1232	128	32	parameter	parameter	NOUN
ecletica-1232	128	33	window	window	NOUN
ecletica-1232	128	34	.	.	PUNCT
ecletica-1232	129	1	microchem	microchem	PROPN
ecletica-1232	129	2	.	.	PUNCT
ecletica-1232	130	1	j.	j.	PROPN
ecletica-1232	130	2	2018	2018	PROPN
ecletica-1232	130	3	,	,	PUNCT
ecletica-1232	130	4	143	143	NUM
ecletica-1232	130	5	,	,	PUNCT
ecletica-1232	130	6	331–336	331–336	NUM
ecletica-1232	130	7	.	.	PUNCT
ecletica-1232	131	1	https://doi.org/10.1016/j.microc.2018.08.030	https://doi.org/10.1016/j.microc.2018.08.030	PROPN
ecletica-1232	131	2	.	.	PUNCT
ecletica-1232	132	1	guedes	guedes	PROPN
ecletica-1232	132	2	,	,	PUNCT
ecletica-1232	132	3	w.	w.	PROPN
ecletica-1232	132	4	n.	n.	PROPN
ecletica-1232	132	5	;	;	PUNCT
ecletica-1232	132	6	pereira	pereira	PROPN
ecletica-1232	132	7	,	,	PUNCT
ecletica-1232	132	8	f.	f.	PROPN
ecletica-1232	132	9	m.	m.	PROPN
ecletica-1232	132	10	v.	v.	ADP
ecletica-1232	132	11	raw	raw	ADJ
ecletica-1232	132	12	sugarcane	sugarcane	NOUN
ecletica-1232	132	13	classification	classification	NOUN
ecletica-1232	132	14	in	in	ADP
ecletica-1232	132	15	the	the	DET
ecletica-1232	132	16	presence	presence	NOUN
ecletica-1232	132	17	of	of	ADP
ecletica-1232	132	18	small	small	ADJ
ecletica-1232	132	19	solid	solid	ADJ
ecletica-1232	132	20	impurity	impurity	NOUN
ecletica-1232	132	21	amounts	amount	NOUN
ecletica-1232	132	22	using	use	VERB
ecletica-1232	132	23	a	a	DET
ecletica-1232	132	24	simple	simple	ADJ
ecletica-1232	132	25	and	and	CCONJ
ecletica-1232	132	26	effective	effective	ADJ
ecletica-1232	132	27	digital	digital	ADJ
ecletica-1232	132	28	imaging	imaging	NOUN
ecletica-1232	132	29	system	system	NOUN
ecletica-1232	132	30	.	.	PUNCT
ecletica-1232	133	1	comput	comput	NOUN
ecletica-1232	133	2	.	.	PUNCT
ecletica-1232	134	1	electron	electron	PROPN
ecletica-1232	134	2	.	.	PUNCT
ecletica-1232	135	1	agric	agric	PROPN
ecletica-1232	135	2	.	.	PROPN
ecletica-1232	136	1	2019	2019	NUM
ecletica-1232	136	2	,	,	PUNCT
ecletica-1232	136	3	156	156	NUM
ecletica-1232	136	4	,	,	PUNCT
ecletica-1232	136	5	307–311	307–311	NUM
ecletica-1232	136	6	.	.	PUNCT
ecletica-1232	136	7	https://doi.org/10.1016/j.compag.2018.11.039	https://doi.org/10.1016/j.compag.2018.11.039	NOUN
ecletica-1232	136	8	.	.	PUNCT
ecletica-1232	137	1	guedes	guede	NOUN
ecletica-1232	137	2	,	,	PUNCT
ecletica-1232	137	3	w.	w.	PROPN
ecletica-1232	137	4	n.	n.	PROPN
ecletica-1232	137	5	;	;	PUNCT
ecletica-1232	137	6	santos	santos	PROPN
ecletica-1232	137	7	,	,	PUNCT
ecletica-1232	137	8	l.	l.	PROPN
ecletica-1232	137	9	j.	j.	PROPN
ecletica-1232	137	10	;	;	PUNCT
ecletica-1232	137	11	filletti	filletti	PROPN
ecletica-1232	137	12	,	,	PUNCT
ecletica-1232	137	13	é	é	PROPN
ecletica-1232	137	14	.	.	PUNCT
ecletica-1232	137	15	r.	r.	PROPN
ecletica-1232	137	16	;	;	PUNCT
ecletica-1232	138	1	pereira	pereira	PROPN
ecletica-1232	138	2	,	,	PUNCT
ecletica-1232	138	3	f.	f.	PROPN
ecletica-1232	138	4	m.	m.	PROPN
ecletica-1232	138	5	v.	v.	ADP
ecletica-1232	138	6	sugarcane	sugarcane	NOUN
ecletica-1232	138	7	stalk	stalk	NOUN
ecletica-1232	138	8	content	content	NOUN
ecletica-1232	138	9	prediction	prediction	NOUN
ecletica-1232	138	10	in	in	ADP
ecletica-1232	138	11	the	the	DET
ecletica-1232	138	12	presence	presence	NOUN
ecletica-1232	138	13	of	of	ADP
ecletica-1232	138	14	a	a	DET
ecletica-1232	138	15	solid	solid	ADJ
ecletica-1232	138	16	impurity	impurity	NOUN
ecletica-1232	138	17	using	use	VERB
ecletica-1232	138	18	an	an	DET
ecletica-1232	138	19	artificial	artificial	ADJ
ecletica-1232	138	20	intelligence	intelligence	NOUN
ecletica-1232	138	21	method	method	NOUN
ecletica-1232	138	22	focused	focus	VERB
ecletica-1232	138	23	on	on	ADP
ecletica-1232	138	24	sugar	sugar	NOUN
ecletica-1232	138	25	manufacturing	manufacturing	NOUN
ecletica-1232	138	26	.	.	PUNCT
ecletica-1232	139	1	food	food	NOUN
ecletica-1232	139	2	anal	anal	PROPN
ecletica-1232	139	3	.	.	PUNCT
ecletica-1232	140	1	methods	method	NOUN
ecletica-1232	140	2	2020	2020	NUM
ecletica-1232	140	3	,	,	PUNCT
ecletica-1232	140	4	13	13	NUM
ecletica-1232	140	5	,	,	PUNCT
ecletica-1232	140	6	140	140	NUM
ecletica-1232	140	7	–	–	SYM
ecletica-1232	140	8	144	144	NUM
ecletica-1232	140	9	.	.	PUNCT
ecletica-1232	140	10	https://doi.org/10.1007/s12161-019-01551-2	https://doi.org/10.1007/s12161-019-01551-2	NUM
ecletica-1232	140	11	.	.	PUNCT
ecletica-1232	141	1	lisboa	lisboa	PROPN
ecletica-1232	141	2	,	,	PUNCT
ecletica-1232	141	3	i.	i.	PROPN
ecletica-1232	141	4	p.	p.	PROPN
ecletica-1232	141	5	;	;	PUNCT
ecletica-1232	141	6	cherubin	cherubin	PROPN
ecletica-1232	141	7	,	,	PUNCT
ecletica-1232	141	8	m.	m.	PROPN
ecletica-1232	141	9	r.	r.	PROPN
ecletica-1232	141	10	;	;	PUNCT
ecletica-1232	141	11	lima	lima	PROPN
ecletica-1232	141	12	,	,	PUNCT
ecletica-1232	141	13	r.	r.	PROPN
ecletica-1232	141	14	p.	p.	PROPN
ecletica-1232	141	15	;	;	PUNCT
ecletica-1232	141	16	cerri	cerri	PROPN
ecletica-1232	141	17	,	,	PUNCT
ecletica-1232	141	18	c.	c.	PROPN
ecletica-1232	141	19	c.	c.	PROPN
ecletica-1232	141	20	;	;	PUNCT
ecletica-1232	141	21	satiro	satiro	PROPN
ecletica-1232	141	22	,	,	PUNCT
ecletica-1232	141	23	l.	l.	PROPN
ecletica-1232	141	24	s.	s.	PROPN
ecletica-1232	141	25	;	;	PUNCT
ecletica-1232	141	26	wienhold	wienhold	PROPN
ecletica-1232	141	27	,	,	PUNCT
ecletica-1232	141	28	b.	b.	PROPN
ecletica-1232	141	29	j.	j.	PROPN
ecletica-1232	141	30	;	;	PUNCT
ecletica-1232	141	31	schmer	schmer	PROPN
ecletica-1232	141	32	,	,	PUNCT
ecletica-1232	141	33	m.	m.	PROPN
ecletica-1232	141	34	r.	r.	PROPN
ecletica-1232	141	35	;	;	PUNCT
ecletica-1232	141	36	jin	jin	NOUN
ecletica-1232	141	37	,	,	PUNCT
ecletica-1232	141	38	v.	v.	PROPN
ecletica-1232	141	39	l.	l.	PROPN
ecletica-1232	141	40	;	;	PUNCT
ecletica-1232	141	41	cerri	cerri	PROPN
ecletica-1232	141	42	,	,	PUNCT
ecletica-1232	142	1	c.	c.	PROPN
ecletica-1232	142	2	e.	e.	PROPN
ecletica-1232	142	3	p.	p.	PROPN
ecletica-1232	142	4	sugarcane	sugarcane	NOUN
ecletica-1232	142	5	straw	straw	NOUN
ecletica-1232	142	6	removal	removal	NOUN
ecletica-1232	142	7	effects	effect	NOUN
ecletica-1232	142	8	on	on	ADP
ecletica-1232	142	9	plant	plant	NOUN
ecletica-1232	142	10	growth	growth	NOUN
ecletica-1232	142	11	and	and	CCONJ
ecletica-1232	142	12	stalk	stalk	NOUN
ecletica-1232	142	13	yield	yield	NOUN
ecletica-1232	142	14	.	.	PUNCT
ecletica-1232	143	1	ind	ind	NOUN
ecletica-1232	143	2	.	.	PUNCT
ecletica-1232	144	1	crops	crop	NOUN
ecletica-1232	144	2	prod	prod	VERB
ecletica-1232	144	3	.	.	PUNCT
ecletica-1232	145	1	2018	2018	NUM
ecletica-1232	145	2	,	,	PUNCT
ecletica-1232	145	3	111	111	NUM
ecletica-1232	145	4	,	,	PUNCT
ecletica-1232	145	5	794	794	NUM
ecletica-1232	145	6	–	–	PUNCT
ecletica-1232	145	7	806	806	NUM
ecletica-1232	145	8	.	.	PUNCT
ecletica-1232	146	1	https://doi.org/10.1016/j.indcrop.2017.11.049	https://doi.org/10.1016/j.indcrop.2017.11.049	NOUN
ecletica-1232	146	2	.	.	PUNCT
ecletica-1232	146	3	norris	norris	PROPN
ecletica-1232	146	4	,	,	PUNCT
ecletica-1232	146	5	c.	c.	PROPN
ecletica-1232	146	6	p.	p.	PROPN
ecletica-1232	146	7	;	;	PUNCT
ecletica-1232	146	8	norris	norris	PROPN
ecletica-1232	146	9	,	,	PUNCT
ecletica-1232	146	10	s.	s.	PROPN
ecletica-1232	146	11	c.	c.	PROPN
ecletica-1232	146	12	;	;	PUNCT
ecletica-1232	146	13	landers	lander	NOUN
ecletica-1232	146	14	,	,	PUNCT
ecletica-1232	146	15	g.	g.	PROPN
ecletica-1232	146	16	p.	p.	PROPN
ecletica-1232	147	1	a	a	DET
ecletica-1232	147	2	new	new	ADJ
ecletica-1232	147	3	paradigm	paradigm	NOUN
ecletica-1232	147	4	for	for	ADP
ecletica-1232	147	5	enhanced	enhanced	ADJ
ecletica-1232	147	6	industry	industry	NOUN
ecletica-1232	147	7	profitability	profitability	NOUN
ecletica-1232	147	8	:	:	PUNCT
ecletica-1232	147	9	post	post	ADJ
ecletica-1232	147	10	-	-	ADJ
ecletica-1232	147	11	harvest	harvest	ADJ
ecletica-1232	147	12	cane	cane	NOUN
ecletica-1232	147	13	cleaning	cleaning	NOUN
ecletica-1232	147	14	.	.	PUNCT
ecletica-1232	148	1	in	in	ADP
ecletica-1232	148	2	proceedings	proceeding	NOUN
ecletica-1232	148	3	of	of	ADP
ecletica-1232	148	4	the	the	DET
ecletica-1232	148	5	37th	37th	ADJ
ecletica-1232	148	6	conference	conference	NOUN
ecletica-1232	148	7	of	of	ADP
ecletica-1232	148	8	the	the	DET
ecletica-1232	148	9	australian	australian	ADJ
ecletica-1232	148	10	society	society	NOUN
ecletica-1232	148	11	of	of	ADP
ecletica-1232	148	12	sugar	sugar	NOUN
ecletica-1232	148	13	cane	cane	NOUN
ecletica-1232	148	14	technologists	technologist	NOUN
ecletica-1232	148	15	,	,	PUNCT
ecletica-1232	148	16	april	april	PROPN
ecletica-1232	148	17	2830	2830	NUM
ecletica-1232	148	18	,	,	PUNCT
ecletica-1232	148	19	2015	2015	NUM
ecletica-1232	148	20	,	,	PUNCT
ecletica-1232	148	21	bundaberg	bundaberg	PROPN
ecletica-1232	148	22	,	,	PUNCT
ecletica-1232	148	23	queensland	queensland	PROPN
ecletica-1232	148	24	,	,	PUNCT
ecletica-1232	148	25	australia	australia	PROPN
ecletica-1232	148	26	.	.	PUNCT
ecletica-1232	149	1	australian	australian	ADJ
ecletica-1232	149	2	society	society	NOUN
ecletica-1232	149	3	of	of	ADP
ecletica-1232	149	4	sugar	sugar	NOUN
ecletica-1232	149	5	cane	cane	NOUN
ecletica-1232	149	6	technologists	technologist	NOUN
ecletica-1232	149	7	:	:	PUNCT
ecletica-1232	149	8	mackay	mackay	PROPN
ecletica-1232	149	9	,	,	PUNCT
ecletica-1232	149	10	australia	australia	PROPN
ecletica-1232	149	11	,	,	PUNCT
ecletica-1232	149	12	2015	2015	NUM
ecletica-1232	149	13	.	.	PUNCT
ecletica-1232	150	1	pereira	pereira	PROPN
ecletica-1232	150	2	,	,	PUNCT
ecletica-1232	150	3	f.	f.	PROPN
ecletica-1232	150	4	m.	m.	PROPN
ecletica-1232	151	1	v.	v.	PROPN
ecletica-1232	151	2	;	;	PUNCT
ecletica-1232	151	3	bueno	bueno	PROPN
ecletica-1232	151	4	,	,	PUNCT
ecletica-1232	151	5	m.	m.	NOUN
ecletica-1232	151	6	i.	i.	PROPN
ecletica-1232	151	7	m.	m.	PROPN
ecletica-1232	151	8	s.	s.	PROPN
ecletica-1232	152	1	image	image	PROPN
ecletica-1232	152	2	evaluation	evaluation	NOUN
ecletica-1232	152	3	with	with	ADP
ecletica-1232	152	4	chemometric	chemometric	ADJ
ecletica-1232	152	5	strategies	strategy	NOUN
ecletica-1232	152	6	for	for	ADP
ecletica-1232	152	7	quality	quality	NOUN
ecletica-1232	152	8	control	control	NOUN
ecletica-1232	152	9	of	of	ADP
ecletica-1232	152	10	paints	paint	NOUN
ecletica-1232	152	11	.	.	PUNCT
ecletica-1232	153	1	anal	anal	PROPN
ecletica-1232	153	2	.	.	PUNCT
ecletica-1232	154	1	chim	chim	PROPN
ecletica-1232	154	2	.	.	PUNCT
ecletica-1232	155	1	acta	acta	PROPN
ecletica-1232	155	2	2007	2007	NUM
ecletica-1232	155	3	,	,	PUNCT
ecletica-1232	155	4	588	588	NUM
ecletica-1232	155	5	(	(	PUNCT
ecletica-1232	155	6	2	2	NUM
ecletica-1232	155	7	)	)	PUNCT
ecletica-1232	155	8	,	,	PUNCT
ecletica-1232	155	9	184–191	184–191	NUM
ecletica-1232	155	10	.	.	PUNCT
ecletica-1232	156	1	https://doi.org/10.1016/j.aca.2007.02.009	https://doi.org/10.1016/j.aca.2007.02.009	NOUN
ecletica-1232	156	2	.	.	PUNCT
ecletica-1232	157	1	pereira	pereira	PROPN
ecletica-1232	157	2	,	,	PUNCT
ecletica-1232	157	3	f.	f.	PROPN
ecletica-1232	157	4	m.	m.	PROPN
ecletica-1232	158	1	v.	v.	PROPN
ecletica-1232	158	2	;	;	PUNCT
ecletica-1232	158	3	milori	milori	X
ecletica-1232	158	4	,	,	PUNCT
ecletica-1232	158	5	d.	d.	PROPN
ecletica-1232	158	6	m.	m.	PROPN
ecletica-1232	158	7	b.	b.	PROPN
ecletica-1232	158	8	p.	p.	PROPN
ecletica-1232	158	9	;	;	PUNCT
ecletica-1232	158	10	pereira	pereira	PROPN
ecletica-1232	158	11	-	-	PUNCT
ecletica-1232	158	12	filho	filho	PROPN
ecletica-1232	158	13	,	,	PUNCT
ecletica-1232	158	14	e.	e.	PROPN
ecletica-1232	158	15	r.	r.	PROPN
ecletica-1232	158	16	;	;	PUNCT
ecletica-1232	158	17	venâncio	venâncio	NOUN
ecletica-1232	158	18	,	,	PUNCT
ecletica-1232	158	19	a.	a.	PROPN
ecletica-1232	158	20	l.	l.	PROPN
ecletica-1232	158	21	;	;	PUNCT
ecletica-1232	158	22	russo	russo	PROPN
ecletica-1232	158	23	,	,	PUNCT
ecletica-1232	158	24	m.	m.	NOUN
ecletica-1232	158	25	s.	s.	PROPN
ecletica-1232	158	26	t.	t.	PROPN
ecletica-1232	158	27	;	;	PUNCT
ecletica-1232	158	28	martins	martin	NOUN
ecletica-1232	158	29	,	,	PUNCT
ecletica-1232	158	30	p.	p.	PROPN
ecletica-1232	158	31	k.	k.	PROPN
ecletica-1232	158	32	;	;	PUNCT
ecletica-1232	158	33	freitasastúa	freitasastúa	PROPN
ecletica-1232	158	34	,	,	PUNCT
ecletica-1232	158	35	j.	j.	PROPN
ecletica-1232	158	36	fluorescence	fluorescence	PROPN
ecletica-1232	158	37	images	image	NOUN
ecletica-1232	158	38	combined	combine	VERB
ecletica-1232	158	39	to	to	PART
ecletica-1232	158	40	statistic	statistic	VERB
ecletica-1232	158	41	test	test	NOUN
ecletica-1232	158	42	for	for	ADP
ecletica-1232	158	43	fingerprinting	fingerprinting	NOUN
ecletica-1232	158	44	of	of	ADP
ecletica-1232	158	45	citrus	citrus	NOUN
ecletica-1232	158	46	plants	plant	NOUN
ecletica-1232	158	47	after	after	ADP
ecletica-1232	158	48	bacterial	bacterial	ADJ
ecletica-1232	158	49	infection	infection	NOUN
ecletica-1232	158	50	.	.	PUNCT
ecletica-1232	159	1	anal	anal	ADJ
ecletica-1232	159	2	.	.	PUNCT
ecletica-1232	159	3	methods	method	NOUN
ecletica-1232	159	4	2011	2011	NUM
ecletica-1232	159	5	,	,	PUNCT
ecletica-1232	159	6	3	3	NUM
ecletica-1232	159	7	,	,	PUNCT
ecletica-1232	159	8	552–556	552–556	NUM
ecletica-1232	159	9	.	.	PUNCT
ecletica-1232	160	1	https://doi.org/10.1039/c0ay00538j	https://doi.org/10.1039/c0ay00538j	PROPN
ecletica-1232	160	2	.	.	PROPN
ecletica-1232	160	3	romera	romera	PROPN
ecletica-1232	160	4	,	,	PUNCT
ecletica-1232	160	5	j.	j.	PROPN
ecletica-1232	160	6	p.	p.	PROPN
ecletica-1232	160	7	r.	r.	PROPN
ecletica-1232	160	8	;	;	PUNCT
ecletica-1232	160	9	barsanelli	barsanelli	PROPN
ecletica-1232	160	10	,	,	PUNCT
ecletica-1232	160	11	p.	p.	PROPN
ecletica-1232	160	12	l.	l.	PROPN
ecletica-1232	160	13	;	;	PUNCT
ecletica-1232	160	14	pereira	pereira	PROPN
ecletica-1232	160	15	,	,	PUNCT
ecletica-1232	160	16	f.	f.	PROPN
ecletica-1232	160	17	m.	m.	PROPN
ecletica-1232	160	18	v.	v.	ADP
ecletica-1232	160	19	expeditious	expeditious	ADJ
ecletica-1232	160	20	prediction	prediction	NOUN
ecletica-1232	160	21	of	of	ADP
ecletica-1232	160	22	fiber	fiber	NOUN
ecletica-1232	160	23	content	content	NOUN
ecletica-1232	160	24	in	in	ADP
ecletica-1232	160	25	sugar	sugar	NOUN
ecletica-1232	160	26	cane	cane	NOUN
ecletica-1232	160	27	:	:	PUNCT
ecletica-1232	160	28	an	an	DET
ecletica-1232	160	29	analytical	analytical	ADJ
ecletica-1232	160	30	possibility	possibility	NOUN
ecletica-1232	160	31	with	with	ADP
ecletica-1232	160	32	libs	lib	NOUN
ecletica-1232	160	33	and	and	CCONJ
ecletica-1232	160	34	chemometrics	chemometric	NOUN
ecletica-1232	160	35	.	.	PUNCT
ecletica-1232	161	1	fuel	fuel	PROPN
ecletica-1232	161	2	2016	2016	NUM
ecletica-1232	161	3	,	,	PUNCT
ecletica-1232	161	4	166	166	NUM
ecletica-1232	161	5	,	,	PUNCT
ecletica-1232	161	6	473–476	473–476	NUM
ecletica-1232	161	7	.	.	PUNCT
ecletica-1232	162	1	https://doi.org/10.1016/j.fuel.2015.11.029	https://doi.org/10.1016/j.fuel.2015.11.029	NOUN
ecletica-1232	162	2	.	.	PUNCT
ecletica-1232	162	3	santos	santos	PROPN
ecletica-1232	162	4	,	,	PUNCT
ecletica-1232	162	5	m.	m.	PROPN
ecletica-1232	162	6	c.	c.	PROPN
ecletica-1232	162	7	;	;	PUNCT
ecletica-1232	162	8	nascimento	nascimento	PROPN
ecletica-1232	162	9	,	,	PUNCT
ecletica-1232	162	10	p.	p.	NOUN
ecletica-1232	162	11	a.	a.	NOUN
ecletica-1232	162	12	m.	m.	NOUN
ecletica-1232	162	13	;	;	PUNCT
ecletica-1232	162	14	guedes	guede	NOUN
ecletica-1232	162	15	,	,	PUNCT
ecletica-1232	162	16	w.	w.	PROPN
ecletica-1232	162	17	n.	n.	PROPN
ecletica-1232	162	18	;	;	PUNCT
ecletica-1232	162	19	pereira	pereira	PROPN
ecletica-1232	162	20	-	-	PUNCT
ecletica-1232	162	21	filho	filho	PROPN
ecletica-1232	162	22	,	,	PUNCT
ecletica-1232	162	23	e.	e.	PROPN
ecletica-1232	162	24	r.	r.	PROPN
ecletica-1232	162	25	;	;	PUNCT
ecletica-1232	162	26	filletti	filletti	PROPN
ecletica-1232	162	27	,	,	PUNCT
ecletica-1232	162	28	e.	e.	PROPN
ecletica-1232	162	29	r.	r.	PROPN
ecletica-1232	162	30	;	;	PUNCT
ecletica-1232	162	31	pereira	pereira	PROPN
ecletica-1232	162	32	,	,	PUNCT
ecletica-1232	162	33	f.	f.	PROPN
ecletica-1232	162	34	m.	m.	PROPN
ecletica-1232	162	35	v.	v.	ADP
ecletica-1232	162	36	chemometrics	chemometric	NOUN
ecletica-1232	162	37	in	in	ADP
ecletica-1232	162	38	analytical	analytical	ADJ
ecletica-1232	162	39	chemistry	chemistry	NOUN
ecletica-1232	162	40	–	–	PUNCT
ecletica-1232	162	41	an	an	DET
ecletica-1232	162	42	overview	overview	NOUN
ecletica-1232	162	43	of	of	ADP
ecletica-1232	162	44	applications	application	NOUN
ecletica-1232	162	45	from	from	ADP
ecletica-1232	162	46	2014	2014	NUM
ecletica-1232	162	47	to	to	ADP
ecletica-1232	162	48	2018	2018	NUM
ecletica-1232	162	49	.	.	PUNCT
ecletica-1232	163	1	eclet	eclet	NOUN
ecletica-1232	163	2	.	.	PUNCT
ecletica-1232	164	1	quim	quim	PROPN
ecletica-1232	164	2	.	.	PUNCT
ecletica-1232	165	1	j.	j.	PROPN
ecletica-1232	165	2	2019	2019	NUM
ecletica-1232	165	3	,	,	PUNCT
ecletica-1232	165	4	44	44	NUM
ecletica-1232	165	5	(	(	PUNCT
ecletica-1232	165	6	2	2	NUM
ecletica-1232	165	7	)	)	PUNCT
ecletica-1232	165	8	,	,	PUNCT
ecletica-1232	165	9	11–25	11–25	NUM
ecletica-1232	165	10	.	.	PUNCT
ecletica-1232	166	1	https://doi.org/10.26850/16784618eqj.v44.2.2019.p11-25	https://doi.org/10.26850/16784618eqj.v44.2.2019.p11-25	NOUN
ecletica-1232	166	2	.	.	PUNCT
ecletica-1232	167	1	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	http://revista.iq.unesp.br/ojs/index.php/ecletica/index	NOUN
ecletica-1232	167	2	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	https://doi.org/10.26850/1678-4618eqj.v46.3.2021.p49-54	PROPN
ecletica-1232	167	3	https://doi.org/10.1007/s12161-017-1028-6	https://doi.org/10.1007/s12161-017-1028-6	NUM
ecletica-1232	167	4	https://doi.org/10.1007/s12161-017-1028-6	https://doi.org/10.1007/s12161-017-1028-6	NUM
ecletica-1232	167	5	https://doi.org/10.1007/s12161-017-1028-6	https://doi.org/10.1007/s12161-017-1028-6	NUM
ecletica-1232	167	6	https://doi.org/10.1007/s12161-017-1028-6	https://doi.org/10.1007/s12161-017-1028-6	NUM
ecletica-1232	167	7	https://doi.org/10.1007/s12161-017-1028-6	https://doi.org/10.1007/s12161-017-1028-6	NUM
ecletica-1232	167	8	https://doi.org/10.1016/j.aca.2015.10.009	https://doi.org/10.1016/j.aca.2015.10.009	PROPN
ecletica-1232	167	9	https://doi.org/10.1016/j.aca.2015.10.009	https://doi.org/10.1016/j.aca.2015.10.009	PROPN
ecletica-1232	167	10	https://doi.org/10.1016/j.aca.2015.10.009	https://doi.org/10.1016/j.aca.2015.10.009	PROPN
ecletica-1232	167	11	https://doi.org/10.1016/j.aca.2015.10.009	https://doi.org/10.1016/j.aca.2015.10.009	PROPN
ecletica-1232	167	12	https://doi.org/10.1016/j.aca.2015.10.009	https://doi.org/10.1016/j.aca.2015.10.009	PROPN
ecletica-1232	167	13	https://doi.org/10.1002/cem.3242	https://doi.org/10.1002/cem.3242	PROPN
ecletica-1232	167	14	https://doi.org/10.1002/cem.3242	https://doi.org/10.1002/cem.3242	PROPN
ecletica-1232	167	15	https://doi.org/10.1002/cem.3242	https://doi.org/10.1002/cem.3242	PROPN
ecletica-1232	167	16	https://doi.org/10.1021/jf903093q	https://doi.org/10.1021/jf903093q	PROPN
ecletica-1232	167	17	https://doi.org/10.1021/jf903093q	https://doi.org/10.1021/jf903093q	NOUN
ecletica-1232	167	18	https://doi.org/10.1021/jf903093q	https://doi.org/10.1021/jf903093q	PROPN
ecletica-1232	167	19	https://doi.org/10.1021/jf903093q	https://doi.org/10.1021/jf903093q	PROPN
ecletica-1232	167	20	https://doi.org/10.1016/j.microc.2018.08.030	https://doi.org/10.1016/j.microc.2018.08.030	PROPN
ecletica-1232	167	21	https://doi.org/10.1016/j.microc.2018.08.030	https://doi.org/10.1016/j.microc.2018.08.030	PROPN
ecletica-1232	167	22	https://doi.org/10.1016/j.microc.2018.08.030	https://doi.org/10.1016/j.microc.2018.08.030	PROPN
ecletica-1232	167	23	https://doi.org/10.1016/j.microc.2018.08.030	https://doi.org/10.1016/j.microc.2018.08.030	PROPN
ecletica-1232	167	24	https://doi.org/10.1016/j.microc.2018.08.030	https://doi.org/10.1016/j.microc.2018.08.030	PROPN
ecletica-1232	167	25	https://doi.org/10.1016/j.compag.2018.11.039	https://doi.org/10.1016/j.compag.2018.11.039	PROPN
ecletica-1232	167	26	https://doi.org/10.1016/j.compag.2018.11.039	https://doi.org/10.1016/j.compag.2018.11.039	PROPN
ecletica-1232	167	27	https://doi.org/10.1016/j.compag.2018.11.039	https://doi.org/10.1016/j.compag.2018.11.039	PROPN
ecletica-1232	167	28	https://doi.org/10.1016/j.compag.2018.11.039	https://doi.org/10.1016/j.compag.2018.11.039	PROPN
ecletica-1232	167	29	https://doi.org/10.1016/j.compag.2018.11.039	https://doi.org/10.1016/j.compag.2018.11.039	PROPN
ecletica-1232	167	30	https://doi.org/10.1007/s12161-019-01551-2	https://doi.org/10.1007/s12161-019-01551-2	NUM
ecletica-1232	167	31	https://doi.org/10.1007/s12161-019-01551-2	https://doi.org/10.1007/s12161-019-01551-2	NUM
ecletica-1232	167	32	https://doi.org/10.1007/s12161-019-01551-2	https://doi.org/10.1007/s12161-019-01551-2	NUM
ecletica-1232	167	33	https://doi.org/10.1007/s12161-019-01551-2	https://doi.org/10.1007/s12161-019-01551-2	NUM
ecletica-1232	167	34	https://doi.org/10.1007/s12161-019-01551-2	https://doi.org/10.1007/s12161-019-01551-2	NUM
ecletica-1232	168	1	https://doi.org/10.1016/j.indcrop.2017.11.049	https://doi.org/10.1016/j.indcrop.2017.11.049	NOUN
ecletica-1232	168	2	https://doi.org/10.1016/j.indcrop.2017.11.049	https://doi.org/10.1016/j.indcrop.2017.11.049	PRON
ecletica-1232	168	3	https://doi.org/10.1016/j.indcrop.2017.11.049	https://doi.org/10.1016/j.indcrop.2017.11.049	NOUN
ecletica-1232	168	4	https://doi.org/10.1016/j.indcrop.2017.11.049	https://doi.org/10.1016/j.indcrop.2017.11.049	NOUN
ecletica-1232	168	5	https://doi.org/10.1016/j.indcrop.2017.11.049	https://doi.org/10.1016/j.indcrop.2017.11.049	NOUN
ecletica-1232	168	6	https://doi.org/10.1016/j.aca.2007.02.009	https://doi.org/10.1016/j.aca.2007.02.009	NOUN
ecletica-1232	168	7	https://doi.org/10.1016/j.aca.2007.02.009	https://doi.org/10.1016/j.aca.2007.02.009	X
ecletica-1232	168	8	https://doi.org/10.1016/j.aca.2007.02.009	https://doi.org/10.1016/j.aca.2007.02.009	NOUN
ecletica-1232	168	9	https://doi.org/10.1016/j.aca.2007.02.009	https://doi.org/10.1016/j.aca.2007.02.009	NOUN
ecletica-1232	168	10	https://doi.org/10.1039/c0ay00538j	https://doi.org/10.1039/c0ay00538j	PROPN
ecletica-1232	168	11	https://doi.org/10.1039/c0ay00538j	https://doi.org/10.1039/c0ay00538j	ADJ
ecletica-1232	168	12	https://doi.org/10.1039/c0ay00538j	https://doi.org/10.1039/c0ay00538j	ADJ
ecletica-1232	168	13	https://doi.org/10.1039/c0ay00538j	https://doi.org/10.1039/c0ay00538j	ADJ
ecletica-1232	168	14	https://doi.org/10.1039/c0ay00538j	https://doi.org/10.1039/c0ay00538j	ADJ
ecletica-1232	168	15	https://doi.org/10.1039/c0ay00538j	https://doi.org/10.1039/c0ay00538j	ADJ
ecletica-1232	168	16	https://doi.org/10.1016/j.fuel.2015.11.029	https://doi.org/10.1016/j.fuel.2015.11.029	NOUN
ecletica-1232	168	17	https://doi.org/10.1016/j.fuel.2015.11.029	https://doi.org/10.1016/j.fuel.2015.11.029	NOUN
ecletica-1232	168	18	https://doi.org/10.1016/j.fuel.2015.11.029	https://doi.org/10.1016/j.fuel.2015.11.029	NOUN
ecletica-1232	168	19	https://doi.org/10.1016/j.fuel.2015.11.029	https://doi.org/10.1016/j.fuel.2015.11.029	NOUN
ecletica-1232	168	20	https://doi.org/10.1016/j.fuel.2015.11.029	https://doi.org/10.1016/j.fuel.2015.11.029	NOUN
ecletica-1232	168	21	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	PROPN
ecletica-1232	168	22	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	NUM
ecletica-1232	168	23	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	NOUN
ecletica-1232	168	24	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	NOUN
ecletica-1232	168	25	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	NOUN
ecletica-1232	168	26	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	https://doi.org/10.26850/1678-4618eqj.v44.2.2019.p11-25	NOUN