id	sid	tid	token	lemma	pos
easat-8539	1	1	edelweiss	edelweiss	PROPN
easat-8539	1	2	applied	apply	VERB
easat-8539	1	3	science	science	NOUN
easat-8539	1	4	and	and	CCONJ
easat-8539	1	5	technology	technology	NOUN
easat-8539	1	6	issn	issn	PROPN
easat-8539	1	7	:	:	PUNCT
easat-8539	1	8	2576	2576	NUM
easat-8539	1	9	-	-	SYM
easat-8539	1	10	8484	8484	NUM
easat-8539	1	11	vol	vol	NOUN
easat-8539	1	12	.	.	PROPN
easat-8539	2	1	9	9	NUM
easat-8539	2	2	,	,	PUNCT
easat-8539	2	3	no	no	INTJ
easat-8539	2	4	.	.	NOUN
easat-8539	2	5	7	7	NUM
easat-8539	2	6	,	,	PUNCT
easat-8539	2	7	93	93	NUM
easat-8539	2	8	-	-	SYM
easat-8539	2	9	110	110	NUM
easat-8539	2	10	2025	2025	NUM
easat-8539	2	11	publisher	publisher	NOUN
easat-8539	2	12	:	:	PUNCT
easat-8539	2	13	learning	learn	VERB
easat-8539	2	14	gate	gate	NOUN
easat-8539	2	15	doi	doi	PROPN
easat-8539	2	16	:	:	PUNCT
easat-8539	2	17	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	2	18	©	©	PROPN
easat-8539	2	19	2025	2025	NUM
easat-8539	2	20	by	by	ADP
easat-8539	2	21	the	the	DET
easat-8539	2	22	authors	author	NOUN
easat-8539	2	23	;	;	PUNCT
easat-8539	2	24	licensee	licensee	PROPN
easat-8539	2	25	learning	learning	NOUN
easat-8539	2	26	gate	gate	NOUN
easat-8539	3	1	©	©	PROPN
easat-8539	3	2	2025	2025	NUM
easat-8539	3	3	by	by	ADP
easat-8539	3	4	the	the	DET
easat-8539	3	5	authors	author	NOUN
easat-8539	3	6	;	;	PUNCT
easat-8539	3	7	licensee	licensee	PROPN
easat-8539	3	8	learning	learning	NOUN
easat-8539	3	9	gate	gate	NOUN
easat-8539	3	10	history	history	NOUN
easat-8539	3	11	:	:	PUNCT
easat-8539	3	12	received	receive	VERB
easat-8539	3	13	:	:	PUNCT
easat-8539	3	14	30	30	NUM
easat-8539	3	15	april	april	PROPN
easat-8539	3	16	2025	2025	NUM
easat-8539	3	17	;	;	PUNCT
easat-8539	3	18	revised	revise	VERB
easat-8539	3	19	:	:	PUNCT
easat-8539	3	20	10	10	NUM
easat-8539	3	21	june	june	PROPN
easat-8539	3	22	2025	2025	NUM
easat-8539	3	23	;	;	PUNCT
easat-8539	3	24	accepted	accept	VERB
easat-8539	3	25	:	:	PUNCT
easat-8539	3	26	13	13	NUM
easat-8539	3	27	june	june	PROPN
easat-8539	3	28	2025	2025	NUM
easat-8539	3	29	;	;	PUNCT
easat-8539	3	30	published	publish	VERB
easat-8539	3	31	:	:	PUNCT
easat-8539	3	32	2	2	NUM
easat-8539	3	33	july	july	NOUN
easat-8539	3	34	2025	2025	NUM
easat-8539	3	35	*	*	PUNCT
easat-8539	3	36	correspondence	correspondence	NOUN
easat-8539	3	37	:	:	PUNCT
easat-8539	3	38	dritan.topi@unitir.edu.al	dritan.topi@unitir.edu.al	VERB
easat-8539	3	39	a	a	DET
easat-8539	3	40	machine	machine	NOUN
easat-8539	3	41	learning	learning	NOUN
easat-8539	3	42	-	-	PUNCT
easat-8539	3	43	based	base	VERB
easat-8539	3	44	classification	classification	NOUN
easat-8539	3	45	of	of	ADP
easat-8539	3	46	monocultivar	monocultivar	NOUN
easat-8539	3	47	olive	olive	NOUN
easat-8539	3	48	oils	oil	NOUN
easat-8539	3	49	—	—	PUNCT
easat-8539	3	50	specifically	specifically	ADV
easat-8539	3	51	kalinjot	kalinjot	VERB
easat-8539	3	52	,	,	PUNCT
easat-8539	3	53	ulli	ulli	PROPN
easat-8539	4	1	i	i	PRON
easat-8539	4	2	bardhë	bardhë	VERB
easat-8539	4	3	tirana	tirana	PROPN
easat-8539	4	4	,	,	PUNCT
easat-8539	4	5	and	and	CCONJ
easat-8539	4	6	mixan	mixan	ADJ
easat-8539	4	7	—	—	PUNCT
easat-8539	4	8	comparing	compare	VERB
easat-8539	4	9	their	their	PRON
easat-8539	4	10	chemical	chemical	NOUN
easat-8539	4	11	composition	composition	NOUN
easat-8539	4	12	ardiana	ardiana	NOUN
easat-8539	4	13	topi1	topi1	NOUN
easat-8539	4	14	,	,	PUNCT
easat-8539	4	15	erdet	erdet	NOUN
easat-8539	4	16	këlliçi1	këlliçi1	PROPN
easat-8539	4	17	,	,	PUNCT
easat-8539	4	18	daniel	daniel	PROPN
easat-8539	4	19	hudhra1	hudhra1	PROPN
easat-8539	4	20	,	,	PUNCT
easat-8539	4	21	dritan	dritan	PROPN
easat-8539	4	22	topi2	topi2	PROPN
easat-8539	4	23	*	*	SYM
easat-8539	4	24	1european	1european	NUM
easat-8539	4	25	university	university	NOUN
easat-8539	4	26	of	of	ADP
easat-8539	4	27	tirana	tirana	PROPN
easat-8539	4	28	,	,	PUNCT
easat-8539	4	29	faculty	faculty	NOUN
easat-8539	4	30	of	of	ADP
easat-8539	4	31	engineering	engineering	NOUN
easat-8539	4	32	,	,	PUNCT
easat-8539	4	33	informatics	informatic	NOUN
easat-8539	4	34	and	and	CCONJ
easat-8539	4	35	architecture	architecture	NOUN
easat-8539	4	36	,	,	PUNCT
easat-8539	4	37	department	department	NOUN
easat-8539	4	38	of	of	ADP
easat-8539	4	39	informatics	informatic	NOUN
easat-8539	4	40	and	and	CCONJ
easat-8539	4	41	technology	technology	NOUN
easat-8539	4	42	,	,	PUNCT
easat-8539	4	43	street	street	NOUN
easat-8539	4	44	xhanfize	xhanfize	NOUN
easat-8539	4	45	keko	keko	PROPN
easat-8539	4	46	,	,	PUNCT
easat-8539	4	47	kompleksi	kompleksi	PROPN
easat-8539	4	48	xhura	xhura	PROPN
easat-8539	4	49	,	,	PUNCT
easat-8539	4	50	tirana	tirana	PROPN
easat-8539	4	51	,	,	PUNCT
easat-8539	4	52	1000	1000	NUM
easat-8539	4	53	,	,	PUNCT
easat-8539	4	54	albania	albania	PROPN
easat-8539	4	55	.	.	PUNCT
easat-8539	5	1	2university	2university	NUM
easat-8539	5	2	of	of	ADP
easat-8539	5	3	tirana	tirana	PROPN
easat-8539	5	4	,	,	PUNCT
easat-8539	5	5	department	department	NOUN
easat-8539	5	6	of	of	ADP
easat-8539	5	7	chemistry	chemistry	NOUN
easat-8539	5	8	,	,	PUNCT
easat-8539	5	9	faculty	faculty	NOUN
easat-8539	5	10	of	of	ADP
easat-8539	5	11	natural	natural	ADJ
easat-8539	5	12	sciences	science	NOUN
easat-8539	5	13	,	,	PUNCT
easat-8539	5	14	boulevard	boulevard	NOUN
easat-8539	5	15	zogu	zogu	PROPN
easat-8539	5	16	1	1	NUM
easat-8539	5	17	,	,	PUNCT
easat-8539	5	18	1000	1000	NUM
easat-8539	5	19	,	,	PUNCT
easat-8539	5	20	tirana	tirana	PROPN
easat-8539	5	21	,	,	PUNCT
easat-8539	5	22	albania	albania	PROPN
easat-8539	5	23	;	;	PUNCT
easat-8539	5	24	dritan.topi@unitir.edu.al	dritan.topi@unitir.edu.al	ADJ
easat-8539	5	25	(	(	PUNCT
easat-8539	5	26	d.t	d.t	PROPN
easat-8539	5	27	.	.	PROPN
easat-8539	5	28	)	)	PUNCT
easat-8539	5	29	.	.	PUNCT
easat-8539	6	1	abstract	abstract	NOUN
easat-8539	6	2	:	:	PUNCT
easat-8539	6	3	valued	value	VERB
easat-8539	6	4	for	for	ADP
easat-8539	6	5	its	its	PRON
easat-8539	6	6	nutritional	nutritional	ADJ
easat-8539	6	7	and	and	CCONJ
easat-8539	6	8	economic	economic	ADJ
easat-8539	6	9	value	value	NOUN
easat-8539	6	10	,	,	PUNCT
easat-8539	6	11	olive	olive	ADJ
easat-8539	6	12	oil	oil	NOUN
easat-8539	6	13	(	(	PUNCT
easat-8539	6	14	oo	oo	INTJ
easat-8539	6	15	)	)	PUNCT
easat-8539	6	16	has	have	AUX
easat-8539	6	17	been	be	AUX
easat-8539	6	18	subject	subject	ADJ
easat-8539	6	19	to	to	ADP
easat-8539	6	20	adulteration	adulteration	NOUN
easat-8539	6	21	practices	practice	NOUN
easat-8539	6	22	.	.	PUNCT
easat-8539	7	1	this	this	DET
easat-8539	7	2	study	study	NOUN
easat-8539	7	3	aimed	aim	VERB
easat-8539	7	4	to	to	PART
easat-8539	7	5	develop	develop	VERB
easat-8539	7	6	a	a	DET
easat-8539	7	7	classification	classification	NOUN
easat-8539	7	8	model	model	NOUN
easat-8539	7	9	based	base	VERB
easat-8539	7	10	on	on	ADP
easat-8539	7	11	chemical	chemical	ADJ
easat-8539	7	12	composition	composition	NOUN
easat-8539	7	13	to	to	PART
easat-8539	7	14	identify	identify	VERB
easat-8539	7	15	oos	oos	NOUN
easat-8539	7	16	from	from	ADP
easat-8539	7	17	three	three	NUM
easat-8539	7	18	main	main	ADJ
easat-8539	7	19	cultivars	cultivar	NOUN
easat-8539	7	20	:	:	PUNCT
easat-8539	7	21	kalinjot	kalinjot	VERB
easat-8539	7	22	,	,	PUNCT
easat-8539	7	23	ulli	ulli	PROPN
easat-8539	8	1	i	i	PRON
easat-8539	8	2	bardhë	bardhë	VERB
easat-8539	8	3	tirana	tirana	PROPN
easat-8539	8	4	,	,	PUNCT
easat-8539	8	5	and	and	CCONJ
easat-8539	8	6	mixan	mixan	PROPN
easat-8539	8	7	,	,	PUNCT
easat-8539	8	8	which	which	PRON
easat-8539	8	9	comprise	comprise	VERB
easat-8539	8	10	the	the	DET
easat-8539	8	11	majority	majority	NOUN
easat-8539	8	12	of	of	ADP
easat-8539	8	13	plantations	plantation	NOUN
easat-8539	8	14	in	in	ADP
easat-8539	8	15	albania	albania	PROPN
easat-8539	8	16	.	.	PUNCT
easat-8539	9	1	eighty	eighty	NUM
easat-8539	9	2	-	-	PUNCT
easat-8539	9	3	five	five	NUM
easat-8539	9	4	oo	oo	NOUN
easat-8539	9	5	samples	sample	NOUN
easat-8539	9	6	spanning	span	VERB
easat-8539	9	7	different	different	ADJ
easat-8539	9	8	crop	crop	NOUN
easat-8539	9	9	years	year	NOUN
easat-8539	9	10	and	and	CCONJ
easat-8539	9	11	locations	location	NOUN
easat-8539	9	12	were	be	AUX
easat-8539	9	13	studied	study	VERB
easat-8539	9	14	using	use	VERB
easat-8539	9	15	three	three	NUM
easat-8539	9	16	different	different	ADJ
easat-8539	9	17	machine	machine	NOUN
easat-8539	9	18	-	-	PUNCT
easat-8539	9	19	learning	learn	VERB
easat-8539	9	20	algorithm	algorithm	NOUN
easat-8539	9	21	models	model	NOUN
easat-8539	9	22	.	.	PUNCT
easat-8539	10	1	the	the	DET
easat-8539	10	2	performance	performance	NOUN
easat-8539	10	3	metrics	metric	NOUN
easat-8539	10	4	of	of	ADP
easat-8539	10	5	the	the	DET
easat-8539	10	6	knearest	knearest	NOUN
easat-8539	10	7	neighbors	neighbor	NOUN
easat-8539	10	8	(	(	PUNCT
easat-8539	10	9	knn	knn	PROPN
easat-8539	10	10	)	)	PUNCT
easat-8539	10	11	,	,	PUNCT
easat-8539	10	12	support	support	NOUN
easat-8539	10	13	vector	vector	NOUN
easat-8539	10	14	machine	machine	NOUN
easat-8539	10	15	(	(	PUNCT
easat-8539	10	16	svm	svm	PROPN
easat-8539	10	17	)	)	PUNCT
easat-8539	10	18	,	,	PUNCT
easat-8539	10	19	and	and	CCONJ
easat-8539	10	20	random	random	ADJ
easat-8539	10	21	forest	forest	NOUN
easat-8539	10	22	are	be	AUX
easat-8539	10	23	discussed	discuss	VERB
easat-8539	10	24	in	in	ADP
easat-8539	10	25	terms	term	NOUN
easat-8539	10	26	of	of	ADP
easat-8539	10	27	their	their	PRON
easat-8539	10	28	classification	classification	NOUN
easat-8539	10	29	performance	performance	NOUN
easat-8539	10	30	.	.	PUNCT
easat-8539	11	1	the	the	DET
easat-8539	11	2	comparison	comparison	NOUN
easat-8539	11	3	of	of	ADP
easat-8539	11	4	accuracy	accuracy	NOUN
easat-8539	11	5	revealed	reveal	VERB
easat-8539	11	6	that	that	SCONJ
easat-8539	11	7	the	the	DET
easat-8539	11	8	random	random	ADJ
easat-8539	11	9	forest	forest	NOUN
easat-8539	11	10	model	model	NOUN
easat-8539	11	11	outperformed	outperform	VERB
easat-8539	11	12	the	the	DET
easat-8539	11	13	others	other	NOUN
easat-8539	11	14	,	,	PUNCT
easat-8539	11	15	achieving	achieve	VERB
easat-8539	11	16	an	an	DET
easat-8539	11	17	accuracy	accuracy	NOUN
easat-8539	11	18	of	of	ADP
easat-8539	11	19	approximately	approximately	ADV
easat-8539	11	20	93	93	NUM
easat-8539	11	21	%	%	NOUN
easat-8539	11	22	,	,	PUNCT
easat-8539	11	23	compared	compare	VERB
easat-8539	11	24	to	to	ADP
easat-8539	11	25	81	81	NUM
easat-8539	11	26	%	%	NOUN
easat-8539	11	27	for	for	ADP
easat-8539	11	28	knn	knn	PROPN
easat-8539	11	29	and	and	CCONJ
easat-8539	11	30	78	78	NUM
easat-8539	11	31	%	%	NOUN
easat-8539	11	32	for	for	ADP
easat-8539	11	33	svm	svm	PROPN
easat-8539	11	34	.	.	PUNCT
easat-8539	12	1	this	this	DET
easat-8539	12	2	significant	significant	ADJ
easat-8539	12	3	finding	finding	NOUN
easat-8539	12	4	,	,	PUNCT
easat-8539	12	5	along	along	ADP
easat-8539	12	6	with	with	ADP
easat-8539	12	7	the	the	DET
easat-8539	12	8	clear	clear	ADJ
easat-8539	12	9	confusion	confusion	NOUN
easat-8539	12	10	matrix	matrix	NOUN
easat-8539	12	11	of	of	ADP
easat-8539	12	12	random	random	ADJ
easat-8539	12	13	forest	forest	NOUN
easat-8539	12	14	,	,	PUNCT
easat-8539	12	15	selects	select	VERB
easat-8539	12	16	it	it	PRON
easat-8539	12	17	as	as	ADP
easat-8539	12	18	the	the	DET
easat-8539	12	19	preferred	preferred	ADJ
easat-8539	12	20	model	model	NOUN
easat-8539	12	21	for	for	ADP
easat-8539	12	22	distinguishing	distinguish	VERB
easat-8539	12	23	oo	oo	INTJ
easat-8539	12	24	based	base	VERB
easat-8539	12	25	on	on	ADP
easat-8539	12	26	cultivar	cultivar	NOUN
easat-8539	12	27	and	and	CCONJ
easat-8539	12	28	geographic	geographic	ADJ
easat-8539	12	29	origin	origin	NOUN
easat-8539	12	30	.	.	PUNCT
easat-8539	13	1	this	this	DET
easat-8539	13	2	project	project	NOUN
easat-8539	13	3	will	will	AUX
easat-8539	13	4	help	help	VERB
easat-8539	13	5	oil	oil	NOUN
easat-8539	13	6	and	and	CCONJ
easat-8539	13	7	oil	oil	NOUN
easat-8539	13	8	extraction	extraction	NOUN
easat-8539	13	9	companies	company	NOUN
easat-8539	13	10	verify	verify	VERB
easat-8539	13	11	the	the	DET
easat-8539	13	12	authenticity	authenticity	NOUN
easat-8539	13	13	of	of	ADP
easat-8539	13	14	their	their	PRON
easat-8539	13	15	products	product	NOUN
easat-8539	13	16	and	and	CCONJ
easat-8539	13	17	detect	detect	VERB
easat-8539	13	18	adulteration	adulteration	NOUN
easat-8539	13	19	practices	practice	NOUN
easat-8539	13	20	in	in	ADP
easat-8539	13	21	the	the	DET
easat-8539	13	22	albanian	albanian	ADJ
easat-8539	13	23	oil	oil	NOUN
easat-8539	13	24	sector	sector	NOUN
easat-8539	13	25	.	.	PUNCT
easat-8539	14	1	keywords	keyword	NOUN
easat-8539	14	2	:	:	PUNCT
easat-8539	14	3	albania	albania	PROPN
easat-8539	14	4	,	,	PUNCT
easat-8539	14	5	knn	knn	PROPN
easat-8539	14	6	,	,	PUNCT
easat-8539	14	7	olive	olive	ADJ
easat-8539	14	8	oil	oil	NOUN
easat-8539	14	9	,	,	PUNCT
easat-8539	14	10	machine	machine	NOUN
easat-8539	14	11	learning	learning	NOUN
easat-8539	14	12	,	,	PUNCT
easat-8539	14	13	random	random	ADJ
easat-8539	14	14	forest	forest	NOUN
easat-8539	14	15	,	,	PUNCT
easat-8539	14	16	svm	svm	PROPN
easat-8539	14	17	.	.	PROPN
easat-8539	14	18	1	1	NUM
easat-8539	14	19	.	.	X
easat-8539	14	20	introduction	introduction	NOUN
easat-8539	14	21	the	the	DET
easat-8539	14	22	olive	olive	NOUN
easat-8539	14	23	tree	tree	NOUN
easat-8539	14	24	(	(	PUNCT
easat-8539	14	25	olea	olea	PROPN
easat-8539	14	26	europaea	europaea	PROPN
easat-8539	14	27	l.	l.	PROPN
easat-8539	14	28	)	)	PUNCT
easat-8539	14	29	is	be	AUX
easat-8539	14	30	an	an	DET
easat-8539	14	31	evergreen	evergreen	NOUN
easat-8539	14	32	plant	plant	NOUN
easat-8539	14	33	of	of	ADP
easat-8539	14	34	significant	significant	ADJ
easat-8539	14	35	importance	importance	NOUN
easat-8539	14	36	to	to	ADP
easat-8539	14	37	the	the	DET
easat-8539	14	38	economies	economy	NOUN
easat-8539	14	39	and	and	CCONJ
easat-8539	14	40	environments	environment	NOUN
easat-8539	14	41	of	of	ADP
easat-8539	14	42	countries	country	NOUN
easat-8539	14	43	in	in	ADP
easat-8539	14	44	the	the	DET
easat-8539	14	45	mediterranean	mediterranean	PROPN
easat-8539	14	46	region	region	NOUN
easat-8539	14	47	and	and	CCONJ
easat-8539	14	48	other	other	ADJ
easat-8539	14	49	select	select	ADJ
easat-8539	14	50	regions	region	NOUN
easat-8539	14	51	worldwide	worldwide	ADV
easat-8539	14	52	.	.	PUNCT
easat-8539	15	1	distinguished	distinguish	VERB
easat-8539	15	2	for	for	ADP
easat-8539	15	3	its	its	PRON
easat-8539	15	4	fruit	fruit	NOUN
easat-8539	15	5	and	and	CCONJ
easat-8539	15	6	oil	oil	NOUN
easat-8539	15	7	,	,	PUNCT
easat-8539	15	8	the	the	DET
easat-8539	15	9	olive	olive	NOUN
easat-8539	15	10	plant	plant	NOUN
easat-8539	15	11	has	have	AUX
easat-8539	15	12	spread	spread	VERB
easat-8539	15	13	to	to	ADP
easat-8539	15	14	other	other	ADJ
easat-8539	15	15	regions	region	NOUN
easat-8539	15	16	,	,	PUNCT
easat-8539	15	17	such	such	ADJ
easat-8539	15	18	as	as	ADP
easat-8539	15	19	australia	australia	PROPN
easat-8539	15	20	and	and	CCONJ
easat-8539	15	21	north	north	NOUN
easat-8539	15	22	and	and	CCONJ
easat-8539	15	23	south	south	PROPN
easat-8539	15	24	america	america	PROPN
easat-8539	15	25	,	,	PUNCT
easat-8539	15	26	due	due	ADP
easat-8539	15	27	to	to	ADP
easat-8539	15	28	its	its	PRON
easat-8539	15	29	valuable	valuable	ADJ
easat-8539	15	30	products	product	NOUN
easat-8539	15	31	:	:	PUNCT
easat-8539	15	32	olive	olive	ADJ
easat-8539	15	33	oil	oil	NOUN
easat-8539	15	34	and	and	CCONJ
easat-8539	15	35	table	table	NOUN
easat-8539	15	36	olives	olive	NOUN
easat-8539	15	37	[	[	X
easat-8539	15	38	1	1	NUM
easat-8539	15	39	]	]	PUNCT
easat-8539	15	40	.	.	PUNCT
easat-8539	16	1	the	the	DET
easat-8539	16	2	western	western	ADJ
easat-8539	16	3	regions	region	NOUN
easat-8539	16	4	of	of	ADP
easat-8539	16	5	albania	albania	PROPN
easat-8539	16	6	exhibit	exhibit	VERB
easat-8539	16	7	typical	typical	ADJ
easat-8539	16	8	mediterranean	mediterranean	PROPN
easat-8539	16	9	characteristics	characteristic	NOUN
easat-8539	16	10	,	,	PUNCT
easat-8539	16	11	where	where	SCONJ
easat-8539	16	12	the	the	DET
easat-8539	16	13	olive	olive	NOUN
easat-8539	16	14	tree	tree	NOUN
easat-8539	16	15	has	have	AUX
easat-8539	16	16	been	be	AUX
easat-8539	16	17	cultivated	cultivate	VERB
easat-8539	16	18	(	(	PUNCT
easat-8539	16	19	figure	figure	NOUN
easat-8539	16	20	1	1	NUM
easat-8539	16	21	)	)	PUNCT
easat-8539	16	22	.	.	PUNCT
easat-8539	17	1	genetic	genetic	ADJ
easat-8539	17	2	studies	study	NOUN
easat-8539	17	3	have	have	AUX
easat-8539	17	4	revealed	reveal	VERB
easat-8539	17	5	the	the	DET
easat-8539	17	6	existence	existence	NOUN
easat-8539	17	7	of	of	ADP
easat-8539	17	8	twenty	twenty	NUM
easat-8539	17	9	-	-	PUNCT
easat-8539	17	10	two	two	NUM
easat-8539	17	11	native	native	ADJ
easat-8539	17	12	olive	olive	NOUN
easat-8539	17	13	cultivars	cultivar	NOUN
easat-8539	17	14	,	,	PUNCT
easat-8539	17	15	which	which	PRON
easat-8539	17	16	are	be	AUX
easat-8539	17	17	strictly	strictly	ADV
easat-8539	17	18	present	present	ADJ
easat-8539	17	19	in	in	ADP
easat-8539	17	20	six	six	NUM
easat-8539	17	21	regions	region	NOUN
easat-8539	17	22	:	:	PUNCT
easat-8539	17	23	vlora	vlora	PROPN
easat-8539	17	24	,	,	PUNCT
easat-8539	17	25	berat	berat	PROPN
easat-8539	17	26	,	,	PUNCT
easat-8539	17	27	elbasan	elbasan	NOUN
easat-8539	17	28	,	,	PUNCT
easat-8539	17	29	kruja	kruja	PROPN
easat-8539	17	30	,	,	PUNCT
easat-8539	17	31	tirana	tirana	ADJ
easat-8539	17	32	,	,	PUNCT
easat-8539	17	33	and	and	CCONJ
easat-8539	17	34	lezha	lezha	NOUN
easat-8539	17	35	.	.	PUNCT
easat-8539	18	1	among	among	ADP
easat-8539	18	2	native	native	ADJ
easat-8539	18	3	cultivars	cultivar	NOUN
easat-8539	18	4	,	,	PUNCT
easat-8539	18	5	the	the	DET
easat-8539	18	6	most	most	ADV
easat-8539	18	7	distinguished	distinguished	ADJ
easat-8539	18	8	are	be	AUX
easat-8539	18	9	kalinjot	kalinjot	NOUN
easat-8539	18	10	,	,	PUNCT
easat-8539	18	11	mixan	mixan	PROPN
easat-8539	18	12	,	,	PUNCT
easat-8539	18	13	kokërrmadh	kokërrmadh	PROPN
easat-8539	18	14	berati	berati	PROPN
easat-8539	18	15	,	,	PUNCT
easat-8539	18	16	krips	krip	NOUN
easat-8539	18	17	,	,	PUNCT
easat-8539	18	18	and	and	CCONJ
easat-8539	18	19	ulliri	ulliri	PRON
easat-8539	19	1	i	i	PRON
easat-8539	19	2	bardhë	bardhë	VERB
easat-8539	19	3	tirana	tirana	PROPN
easat-8539	19	4	,	,	PUNCT
easat-8539	19	5	also	also	ADV
easat-8539	19	6	known	know	VERB
easat-8539	19	7	as	as	ADP
easat-8539	19	8	bianco	bianco	PROPN
easat-8539	19	9	di	di	X
easat-8539	19	10	tirana	tirana	PROPN
easat-8539	20	1	[	[	X
easat-8539	20	2	2	2	NUM
easat-8539	20	3	-	-	SYM
easat-8539	20	4	4	4	NUM
easat-8539	20	5	]	]	PUNCT
easat-8539	20	6	.	.	PUNCT
easat-8539	21	1	olive	olive	ADJ
easat-8539	21	2	oil	oil	NOUN
easat-8539	21	3	(	(	PUNCT
easat-8539	21	4	oo	oo	INTJ
easat-8539	21	5	)	)	PUNCT
easat-8539	21	6	is	be	AUX
easat-8539	21	7	the	the	DET
easat-8539	21	8	most	most	ADV
easat-8539	21	9	distinguished	distinguished	ADJ
easat-8539	21	10	among	among	ADP
easat-8539	21	11	vegetable	vegetable	ADJ
easat-8539	21	12	oils	oil	NOUN
easat-8539	21	13	due	due	ADJ
easat-8539	21	14	to	to	ADP
easat-8539	21	15	its	its	PRON
easat-8539	21	16	unique	unique	ADJ
easat-8539	21	17	fatty	fatty	NOUN
easat-8539	21	18	acid	acid	NOUN
easat-8539	21	19	profile	profile	NOUN
easat-8539	21	20	and	and	CCONJ
easat-8539	21	21	high	high	ADJ
easat-8539	21	22	content	content	NOUN
easat-8539	21	23	of	of	ADP
easat-8539	21	24	phenolic	phenolic	ADJ
easat-8539	21	25	compounds	compound	NOUN
easat-8539	21	26	[	[	X
easat-8539	21	27	5	5	NUM
easat-8539	21	28	]	]	PUNCT
easat-8539	21	29	.	.	PUNCT
easat-8539	22	1	studies	study	NOUN
easat-8539	22	2	suggest	suggest	VERB
easat-8539	22	3	that	that	SCONJ
easat-8539	22	4	oo	oo	INTJ
easat-8539	22	5	may	may	AUX
easat-8539	22	6	offer	offer	VERB
easat-8539	22	7	health	health	NOUN
easat-8539	22	8	benefits	benefit	NOUN
easat-8539	22	9	,	,	PUNCT
easat-8539	22	10	including	include	VERB
easat-8539	22	11	reducing	reduce	VERB
easat-8539	22	12	coronary	coronary	ADJ
easat-8539	22	13	heart	heart	NOUN
easat-8539	22	14	disease	disease	NOUN
easat-8539	22	15	risk	risk	NOUN
easat-8539	22	16	factors	factor	NOUN
easat-8539	22	17	,	,	PUNCT
easat-8539	22	18	preventing	prevent	VERB
easat-8539	22	19	certain	certain	ADJ
easat-8539	22	20	types	type	NOUN
easat-8539	22	21	of	of	ADP
easat-8539	22	22	cancer	cancer	NOUN
easat-8539	22	23	,	,	PUNCT
easat-8539	22	24	and	and	CCONJ
easat-8539	22	25	modulating	modulate	VERB
easat-8539	22	26	immune	immune	ADJ
easat-8539	22	27	and	and	CCONJ
easat-8539	22	28	inflammatory	inflammatory	ADJ
easat-8539	22	29	responses	response	NOUN
easat-8539	22	30	.	.	PUNCT
easat-8539	23	1	it	it	PRON
easat-8539	23	2	is	be	AUX
easat-8539	23	3	widely	widely	ADV
easat-8539	23	4	recognized	recognize	VERB
easat-8539	23	5	as	as	ADP
easat-8539	23	6	a	a	DET
easat-8539	23	7	primary	primary	ADJ
easat-8539	23	8	contributor	contributor	NOUN
easat-8539	23	9	to	to	ADP
easat-8539	23	10	the	the	DET
easat-8539	23	11	mediterranean	mediterranean	PROPN
easat-8539	23	12	diet	diet	PROPN
easat-8539	23	13	,	,	PUNCT
easat-8539	23	14	attributed	attribute	VERB
easat-8539	23	15	to	to	ADP
easat-8539	23	16	its	its	PRON
easat-8539	23	17	association	association	NOUN
easat-8539	23	18	with	with	ADP
easat-8539	23	19	longevity	longevity	NOUN
easat-8539	23	20	and	and	CCONJ
easat-8539	23	21	a	a	DET
easat-8539	23	22	low	low	ADJ
easat-8539	23	23	incidence	incidence	NOUN
easat-8539	23	24	of	of	ADP
easat-8539	23	25	cardiovascular	cardiovascular	ADJ
easat-8539	23	26	diseases	disease	NOUN
easat-8539	23	27	among	among	ADP
easat-8539	23	28	inhabitants	inhabitant	NOUN
easat-8539	23	29	of	of	ADP
easat-8539	23	30	this	this	DET
easat-8539	23	31	region	region	NOUN
easat-8539	24	1	[	[	X
easat-8539	24	2	6	6	NUM
easat-8539	24	3	]	]	PUNCT
easat-8539	24	4	.	.	PUNCT
easat-8539	25	1	these	these	DET
easat-8539	25	2	benefits	benefit	NOUN
easat-8539	25	3	originate	originate	VERB
easat-8539	25	4	from	from	ADP
easat-8539	25	5	the	the	DET
easat-8539	25	6	phenolic	phenolic	ADJ
easat-8539	25	7	compounds	compound	NOUN
easat-8539	25	8	,	,	PUNCT
easat-8539	25	9	which	which	PRON
easat-8539	25	10	aid	aid	NOUN
easat-8539	25	11	in	in	ADP
easat-8539	25	12	preventing	prevent	VERB
easat-8539	25	13	several	several	ADJ
easat-8539	25	14	chronic	chronic	ADJ
easat-8539	25	15	diseases	disease	NOUN
easat-8539	25	16	like	like	ADP
easat-8539	25	17	atherosclerosis	atherosclerosis	NOUN
easat-8539	25	18	,	,	PUNCT
easat-8539	25	19	cancer	cancer	NOUN
easat-8539	25	20	,	,	PUNCT
easat-8539	25	21	chronic	chronic	ADJ
easat-8539	25	22	inflammation	inflammation	NOUN
easat-8539	25	23	,	,	PUNCT
easat-8539	25	24	strokes	stroke	NOUN
easat-8539	25	25	,	,	PUNCT
easat-8539	25	26	and	and	CCONJ
easat-8539	25	27	other	other	ADJ
easat-8539	25	28	degenerative	degenerative	ADJ
easat-8539	25	29	diseases	disease	NOUN
easat-8539	25	30	[	[	X
easat-8539	25	31	7	7	NUM
easat-8539	25	32	]	]	PUNCT
easat-8539	25	33	.	.	PUNCT
easat-8539	26	1	https://orcid.org/0000-0002-3655-6516	https://orcid.org/0000-0002-3655-6516	PROPN
easat-8539	26	2	https://orcid.org/0009-0005-8979-0110	https://orcid.org/0009-0005-8979-0110	PROPN
easat-8539	26	3	https://orcid.org/0000-0001-7852-5374	https://orcid.org/0000-0001-7852-5374	ADJ
easat-8539	26	4	94	94	NUM
easat-8539	26	5	edelweiss	edelweiss	PROPN
easat-8539	26	6	applied	apply	VERB
easat-8539	26	7	science	science	NOUN
easat-8539	26	8	and	and	CCONJ
easat-8539	26	9	technology	technology	NOUN
easat-8539	26	10	issn	issn	PROPN
easat-8539	26	11	:	:	PUNCT
easat-8539	26	12	2576	2576	NUM
easat-8539	26	13	-	-	SYM
easat-8539	26	14	8484	8484	NUM
easat-8539	26	15	vol	vol	NOUN
easat-8539	26	16	.	.	PROPN
easat-8539	27	1	9	9	NUM
easat-8539	27	2	,	,	PUNCT
easat-8539	27	3	no	no	INTJ
easat-8539	27	4	.	.	NOUN
easat-8539	28	1	7	7	NUM
easat-8539	28	2	:	:	SYM
easat-8539	28	3	93	93	NUM
easat-8539	28	4	-	-	SYM
easat-8539	28	5	110	110	NUM
easat-8539	28	6	,	,	PUNCT
easat-8539	28	7	2025	2025	NUM
easat-8539	28	8	doi	doi	NOUN
easat-8539	28	9	:	:	PUNCT
easat-8539	28	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	28	11	©	©	PROPN
easat-8539	28	12	2025	2025	NUM
easat-8539	28	13	by	by	ADP
easat-8539	28	14	the	the	DET
easat-8539	28	15	authors	author	NOUN
easat-8539	28	16	;	;	PUNCT
easat-8539	28	17	licensee	licensee	PROPN
easat-8539	28	18	learning	learning	NOUN
easat-8539	28	19	gate	gate	NOUN
easat-8539	28	20	being	be	AUX
easat-8539	28	21	more	more	ADV
easat-8539	28	22	expensive	expensive	ADJ
easat-8539	28	23	than	than	ADP
easat-8539	28	24	other	other	ADJ
easat-8539	28	25	vegetable	vegetable	NOUN
easat-8539	28	26	oils	oil	NOUN
easat-8539	28	27	,	,	PUNCT
easat-8539	28	28	the	the	DET
easat-8539	28	29	adulteration	adulteration	NOUN
easat-8539	28	30	of	of	ADP
easat-8539	28	31	oos	oos	NOUN
easat-8539	28	32	with	with	ADP
easat-8539	28	33	cheap	cheap	ADJ
easat-8539	28	34	vegetable	vegetable	NOUN
easat-8539	28	35	oils	oil	NOUN
easat-8539	28	36	provides	provide	VERB
easat-8539	28	37	a	a	DET
easat-8539	28	38	significant	significant	ADJ
easat-8539	28	39	economic	economic	ADJ
easat-8539	28	40	interest	interest	NOUN
easat-8539	28	41	.	.	PUNCT
easat-8539	29	1	the	the	DET
easat-8539	29	2	most	most	ADV
easat-8539	29	3	common	common	ADJ
easat-8539	29	4	oo	oo	NOUN
easat-8539	29	5	adulteration	adulteration	NOUN
easat-8539	29	6	practices	practice	NOUN
easat-8539	29	7	involve	involve	VERB
easat-8539	29	8	the	the	DET
easat-8539	29	9	addition	addition	NOUN
easat-8539	29	10	of	of	ADP
easat-8539	29	11	vegetable	vegetable	ADJ
easat-8539	29	12	oils	oil	NOUN
easat-8539	29	13	,	,	PUNCT
easat-8539	29	14	such	such	ADJ
easat-8539	29	15	as	as	ADP
easat-8539	29	16	sunflower	sunflower	NOUN
easat-8539	29	17	and	and	CCONJ
easat-8539	29	18	soybean	soybean	NOUN
easat-8539	29	19	,	,	PUNCT
easat-8539	29	20	as	as	ADV
easat-8539	29	21	well	well	ADV
easat-8539	29	22	as	as	ADP
easat-8539	29	23	the	the	DET
easat-8539	29	24	addition	addition	NOUN
easat-8539	29	25	of	of	ADP
easat-8539	29	26	harmful	harmful	ADJ
easat-8539	29	27	or	or	CCONJ
easat-8539	29	28	unnecessary	unnecessary	ADJ
easat-8539	29	29	substances	substance	NOUN
easat-8539	29	30	that	that	PRON
easat-8539	29	31	can	can	AUX
easat-8539	29	32	alter	alter	VERB
easat-8539	29	33	their	their	PRON
easat-8539	29	34	nature	nature	NOUN
easat-8539	29	35	and	and	CCONJ
easat-8539	29	36	quality	quality	NOUN
easat-8539	29	37	[	[	X
easat-8539	29	38	8	8	NUM
easat-8539	29	39	,	,	PUNCT
easat-8539	29	40	9	9	NUM
easat-8539	29	41	]	]	PUNCT
easat-8539	29	42	.	.	PUNCT
easat-8539	30	1	other	other	ADJ
easat-8539	30	2	counterfeiting	counterfeiting	NOUN
easat-8539	30	3	practices	practice	NOUN
easat-8539	30	4	include	include	VERB
easat-8539	30	5	mixing	mix	VERB
easat-8539	30	6	olive	olive	ADJ
easat-8539	30	7	oil	oil	NOUN
easat-8539	30	8	(	(	PUNCT
easat-8539	30	9	oo	oo	INTJ
easat-8539	30	10	)	)	PUNCT
easat-8539	30	11	from	from	ADP
easat-8539	30	12	different	different	ADJ
easat-8539	30	13	harvesting	harvesting	NOUN
easat-8539	30	14	years	year	NOUN
easat-8539	30	15	,	,	PUNCT
easat-8539	30	16	blending	blend	VERB
easat-8539	30	17	olive	olive	NOUN
easat-8539	30	18	oil	oil	NOUN
easat-8539	30	19	products	product	NOUN
easat-8539	30	20	with	with	ADP
easat-8539	30	21	geographical	geographical	ADJ
easat-8539	30	22	designation	designation	NOUN
easat-8539	30	23	with	with	ADP
easat-8539	30	24	oo	oo	INTJ
easat-8539	30	25	of	of	ADP
easat-8539	30	26	unidentified	unidentified	ADJ
easat-8539	30	27	origin	origin	NOUN
easat-8539	30	28	,	,	PUNCT
easat-8539	30	29	and	and	CCONJ
easat-8539	30	30	mixing	mix	VERB
easat-8539	30	31	virgin	virgin	ADJ
easat-8539	30	32	olive	olive	NOUN
easat-8539	30	33	oils	oil	NOUN
easat-8539	30	34	with	with	ADP
easat-8539	30	35	olive	olive	ADJ
easat-8539	30	36	oil	oil	NOUN
easat-8539	30	37	of	of	ADP
easat-8539	30	38	low	low	ADJ
easat-8539	30	39	quality	quality	NOUN
easat-8539	30	40	,	,	PUNCT
easat-8539	30	41	such	such	ADJ
easat-8539	30	42	as	as	ADP
easat-8539	30	43	pomace	pomace	ADJ
easat-8539	30	44	extraction	extraction	NOUN
easat-8539	30	45	[	[	X
easat-8539	30	46	10	10	NUM
easat-8539	30	47	]	]	PUNCT
easat-8539	30	48	.	.	PUNCT
easat-8539	31	1	virgin	virgin	PROPN
easat-8539	31	2	olive	olive	PROPN
easat-8539	31	3	oil	oil	NOUN
easat-8539	31	4	(	(	PUNCT
easat-8539	31	5	voo	voo	ADJ
easat-8539	31	6	)	)	PUNCT
easat-8539	31	7	is	be	AUX
easat-8539	31	8	extracted	extract	VERB
easat-8539	31	9	from	from	ADP
easat-8539	31	10	the	the	DET
easat-8539	31	11	olive	olive	NOUN
easat-8539	31	12	fruit	fruit	NOUN
easat-8539	31	13	solely	solely	ADV
easat-8539	31	14	through	through	ADP
easat-8539	31	15	mechanical	mechanical	ADJ
easat-8539	31	16	processes	process	NOUN
easat-8539	31	17	under	under	ADP
easat-8539	31	18	conditions	condition	NOUN
easat-8539	31	19	that	that	PRON
easat-8539	31	20	do	do	AUX
easat-8539	31	21	not	not	PART
easat-8539	31	22	alter	alter	VERB
easat-8539	31	23	the	the	DET
easat-8539	31	24	oil	oil	NOUN
easat-8539	31	25	,	,	PUNCT
easat-8539	31	26	and	and	CCONJ
easat-8539	31	27	it	it	PRON
easat-8539	31	28	undergoes	undergo	VERB
easat-8539	31	29	no	no	DET
easat-8539	31	30	further	further	ADJ
easat-8539	31	31	treatment	treatment	NOUN
easat-8539	31	32	other	other	ADJ
easat-8539	31	33	than	than	ADP
easat-8539	31	34	washing	washing	NOUN
easat-8539	31	35	,	,	PUNCT
easat-8539	31	36	decantation	decantation	NOUN
easat-8539	31	37	,	,	PUNCT
easat-8539	31	38	centrifugation	centrifugation	NOUN
easat-8539	31	39	,	,	PUNCT
easat-8539	31	40	and	and	CCONJ
easat-8539	31	41	filtration	filtration	NOUN
easat-8539	32	1	[	[	X
easat-8539	32	2	11	11	NUM
easat-8539	32	3	]	]	PUNCT
easat-8539	32	4	.	.	PUNCT
easat-8539	33	1	it	it	PRON
easat-8539	33	2	comprises	comprise	VERB
easat-8539	33	3	triacylglycerols	triacylglycerol	NOUN
easat-8539	33	4	(	(	PUNCT
easat-8539	33	5	~99	~99	NUM
easat-8539	33	6	%	%	NOUN
easat-8539	33	7	)	)	PUNCT
easat-8539	33	8	and	and	CCONJ
easat-8539	33	9	minor	minor	ADJ
easat-8539	33	10	compounds	compound	NOUN
easat-8539	33	11	,	,	PUNCT
easat-8539	33	12	including	include	VERB
easat-8539	33	13	phenolic	phenolic	ADJ
easat-8539	33	14	compounds	compound	NOUN
easat-8539	33	15	and	and	CCONJ
easat-8539	33	16	sterols	sterol	NOUN
easat-8539	33	17	,	,	PUNCT
easat-8539	33	18	aliphatic	aliphatic	ADJ
easat-8539	33	19	alcohols	alcohol	NOUN
easat-8539	33	20	,	,	PUNCT
easat-8539	33	21	tocopherols	tocopherol	NOUN
easat-8539	33	22	,	,	PUNCT
easat-8539	33	23	and	and	CCONJ
easat-8539	33	24	pigments	pigment	NOUN
easat-8539	33	25	[	[	X
easat-8539	33	26	3	3	NUM
easat-8539	33	27	]	]	PUNCT
easat-8539	33	28	.	.	PUNCT
easat-8539	34	1	triglycerides	triglyceride	NOUN
easat-8539	34	2	are	be	AUX
easat-8539	34	3	constituted	constitute	VERB
easat-8539	34	4	from	from	ADP
easat-8539	34	5	oleic	oleic	ADJ
easat-8539	34	6	(	(	PUNCT
easat-8539	34	7	c18:1	c18:1	PROPN
easat-8539	34	8	)	)	PUNCT
easat-8539	34	9	and	and	CCONJ
easat-8539	34	10	linoleic	linoleic	NUM
easat-8539	34	11	acid	acid	NOUN
easat-8539	34	12	(	(	PUNCT
easat-8539	34	13	c18:2	c18:2	NOUN
easat-8539	34	14	)	)	PUNCT
easat-8539	34	15	,	,	PUNCT
easat-8539	34	16	while	while	SCONJ
easat-8539	34	17	palmitic	palmitic	ADJ
easat-8539	34	18	(	(	PUNCT
easat-8539	34	19	c16:0	c16:0	NOUN
easat-8539	34	20	)	)	PUNCT
easat-8539	34	21	,	,	PUNCT
easat-8539	34	22	palmitoleic	palmitoleic	NOUN
easat-8539	34	23	(	(	PUNCT
easat-8539	34	24	c16:1	c16:1	X
easat-8539	34	25	)	)	PUNCT
easat-8539	34	26	,	,	PUNCT
easat-8539	34	27	stearic	stearic	NOUN
easat-8539	34	28	(	(	PUNCT
easat-8539	34	29	c18:0	c18:0	NUM
easat-8539	34	30	)	)	PUNCT
easat-8539	34	31	,	,	PUNCT
easat-8539	34	32	and	and	CCONJ
easat-8539	34	33	linolenic	linolenic	NOUN
easat-8539	34	34	(	(	PUNCT
easat-8539	34	35	c18:3	c18:3	NOUN
easat-8539	34	36	)	)	PUNCT
easat-8539	34	37	fatty	fatty	NOUN
easat-8539	34	38	acids	acid	NOUN
easat-8539	34	39	are	be	AUX
easat-8539	34	40	identified	identify	VERB
easat-8539	34	41	in	in	ADP
easat-8539	34	42	minor	minor	ADJ
easat-8539	34	43	amounts	amount	NOUN
easat-8539	34	44	.	.	PUNCT
easat-8539	35	1	other	other	ADJ
easat-8539	35	2	fatty	fatty	NOUN
easat-8539	35	3	acids	acid	NOUN
easat-8539	35	4	,	,	PUNCT
easat-8539	35	5	such	such	ADJ
easat-8539	35	6	as	as	ADP
easat-8539	35	7	myristic	myristic	ADJ
easat-8539	35	8	acid	acid	NOUN
easat-8539	35	9	(	(	PUNCT
easat-8539	35	10	c14:0	c14:0	NOUN
easat-8539	35	11	)	)	PUNCT
easat-8539	35	12	and	and	CCONJ
easat-8539	35	13	eicosanoic	eicosanoic	ADJ
easat-8539	35	14	acid	acid	NOUN
easat-8539	35	15	,	,	PUNCT
easat-8539	35	16	are	be	AUX
easat-8539	35	17	found	find	VERB
easat-8539	35	18	in	in	ADP
easat-8539	35	19	minor	minor	ADJ
easat-8539	35	20	amounts	amount	NOUN
easat-8539	35	21	[	[	X
easat-8539	35	22	12	12	NUM
easat-8539	35	23	]	]	PUNCT
easat-8539	35	24	.	.	PUNCT
easat-8539	36	1	phenolic	phenolic	ADJ
easat-8539	36	2	compounds	compound	NOUN
easat-8539	36	3	are	be	AUX
easat-8539	36	4	present	present	ADJ
easat-8539	36	5	in	in	ADP
easat-8539	36	6	various	various	ADJ
easat-8539	36	7	parts	part	NOUN
easat-8539	36	8	of	of	ADP
easat-8539	36	9	olea	olea	PROPN
easat-8539	36	10	europaea	europaea	PROPN
easat-8539	36	11	l.	l.	PROPN
easat-8539	36	12	phenolic	phenolic	PROPN
easat-8539	36	13	compounds	compound	NOUN
easat-8539	36	14	belong	belong	VERB
easat-8539	36	15	to	to	ADP
easat-8539	36	16	six	six	NUM
easat-8539	36	17	major	major	ADJ
easat-8539	36	18	families	family	NOUN
easat-8539	36	19	of	of	ADP
easat-8539	36	20	compounds	compound	NOUN
easat-8539	36	21	:	:	PUNCT
easat-8539	36	22	phenolic	phenolic	ADJ
easat-8539	36	23	acids	acid	NOUN
easat-8539	36	24	,	,	PUNCT
easat-8539	36	25	flavonoids	flavonoid	NOUN
easat-8539	36	26	,	,	PUNCT
easat-8539	36	27	isochromans	isochroman	NOUN
easat-8539	36	28	,	,	PUNCT
easat-8539	36	29	lignans	lignan	NOUN
easat-8539	36	30	,	,	PUNCT
easat-8539	36	31	secoiridoids	secoiridoid	NOUN
easat-8539	36	32	,	,	PUNCT
easat-8539	36	33	and	and	CCONJ
easat-8539	36	34	derivatives	derivative	NOUN
easat-8539	36	35	[	[	X
easat-8539	36	36	5	5	NUM
easat-8539	36	37	]	]	PUNCT
easat-8539	36	38	.	.	PUNCT
easat-8539	37	1	tyrosol	tyrosol	NOUN
easat-8539	37	2	and	and	CCONJ
easat-8539	37	3	hydroxytyrosol	hydroxytyrosol	VERB
easat-8539	37	4	,	,	PUNCT
easat-8539	37	5	and	and	CCONJ
easat-8539	37	6	derivatives	derivative	NOUN
easat-8539	37	7	of	of	ADP
easat-8539	37	8	4	4	NUM
easat-8539	37	9	-	-	PUNCT
easat-8539	37	10	hydroxybenzoic	hydroxybenzoic	NOUN
easat-8539	37	11	,	,	PUNCT
easat-8539	37	12	4hydroxyphenylacetic	4hydroxyphenylacetic	NUM
easat-8539	37	13	,	,	PUNCT
easat-8539	37	14	and	and	CCONJ
easat-8539	37	15	4	4	NUM
easat-8539	37	16	-	-	ADJ
easat-8539	37	17	hydroxycinnamic	hydroxycinnamic	ADJ
easat-8539	37	18	acids	acid	NOUN
easat-8539	37	19	,	,	PUNCT
easat-8539	37	20	constitute	constitute	VERB
easat-8539	37	21	the	the	DET
easat-8539	37	22	most	most	ADV
easat-8539	37	23	distinguished	distinguished	ADJ
easat-8539	37	24	among	among	ADP
easat-8539	37	25	them	they	PRON
easat-8539	37	26	[	[	X
easat-8539	37	27	4	4	NUM
easat-8539	37	28	]	]	PUNCT
easat-8539	37	29	.	.	PUNCT
easat-8539	38	1	the	the	DET
easat-8539	38	2	oo	oo	INTJ
easat-8539	38	3	fatty	fatty	NOUN
easat-8539	38	4	acid	acid	NOUN
easat-8539	38	5	(	(	PUNCT
easat-8539	38	6	fa	fa	NOUN
easat-8539	38	7	)	)	PUNCT
easat-8539	38	8	composition	composition	NOUN
easat-8539	38	9	may	may	AUX
easat-8539	38	10	differ	differ	VERB
easat-8539	38	11	according	accord	VERB
easat-8539	38	12	to	to	ADP
easat-8539	38	13	cultivars	cultivar	NOUN
easat-8539	38	14	,	,	PUNCT
easat-8539	38	15	production	production	NOUN
easat-8539	38	16	zones	zone	NOUN
easat-8539	38	17	,	,	PUNCT
easat-8539	38	18	latitude	latitude	NOUN
easat-8539	38	19	,	,	PUNCT
easat-8539	38	20	climate	climate	NOUN
easat-8539	38	21	,	,	PUNCT
easat-8539	38	22	variety	variety	NOUN
easat-8539	38	23	,	,	PUNCT
easat-8539	38	24	and	and	CCONJ
easat-8539	38	25	fruit	fruit	NOUN
easat-8539	38	26	maturity	maturity	NOUN
easat-8539	38	27	stages	stage	NOUN
easat-8539	38	28	.	.	PUNCT
easat-8539	39	1	greek	greek	ADJ
easat-8539	39	2	,	,	PUNCT
easat-8539	39	3	italian	italian	ADJ
easat-8539	39	4	,	,	PUNCT
easat-8539	39	5	and	and	CCONJ
easat-8539	39	6	spanish	spanish	ADJ
easat-8539	39	7	oos	oos	NOUN
easat-8539	39	8	are	be	AUX
easat-8539	39	9	low	low	ADJ
easat-8539	39	10	in	in	ADP
easat-8539	39	11	linoleic	linoleic	NOUN
easat-8539	39	12	and	and	CCONJ
easat-8539	39	13	palmitic	palmitic	ADJ
easat-8539	39	14	acid	acid	NOUN
easat-8539	39	15	,	,	PUNCT
easat-8539	39	16	while	while	SCONJ
easat-8539	39	17	a	a	DET
easat-8539	39	18	high	high	ADJ
easat-8539	39	19	percentage	percentage	NOUN
easat-8539	39	20	of	of	ADP
easat-8539	39	21	oleic	oleic	ADJ
easat-8539	39	22	acid	acid	NOUN
easat-8539	39	23	.	.	PUNCT
easat-8539	40	1	olive	olive	ADJ
easat-8539	40	2	oils	oil	NOUN
easat-8539	40	3	from	from	ADP
easat-8539	40	4	north	north	ADJ
easat-8539	40	5	african	african	ADJ
easat-8539	40	6	countries	country	NOUN
easat-8539	40	7	,	,	PUNCT
easat-8539	40	8	e.g.	e.g.	ADV
easat-8539	40	9	,	,	PUNCT
easat-8539	40	10	tunisia	tunisia	PROPN
easat-8539	40	11	,	,	PUNCT
easat-8539	40	12	are	be	AUX
easat-8539	40	13	high	high	ADJ
easat-8539	40	14	in	in	ADP
easat-8539	40	15	linoleic	linoleic	NOUN
easat-8539	40	16	and	and	CCONJ
easat-8539	40	17	palmitic	palmitic	ADJ
easat-8539	40	18	acids	acid	NOUN
easat-8539	40	19	and	and	CCONJ
easat-8539	40	20	lower	low	ADJ
easat-8539	40	21	in	in	ADP
easat-8539	40	22	oleic	oleic	ADJ
easat-8539	40	23	acid	acid	NOUN
easat-8539	41	1	[	[	X
easat-8539	41	2	1	1	NUM
easat-8539	41	3	]	]	PUNCT
easat-8539	41	4	.	.	PUNCT
easat-8539	42	1	despite	despite	SCONJ
easat-8539	42	2	the	the	DET
easat-8539	42	3	diversity	diversity	NOUN
easat-8539	42	4	of	of	ADP
easat-8539	42	5	olive	olive	NOUN
easat-8539	42	6	cultivars	cultivar	NOUN
easat-8539	42	7	in	in	ADP
easat-8539	42	8	albania	albania	PROPN
easat-8539	42	9	,	,	PUNCT
easat-8539	42	10	the	the	DET
easat-8539	42	11	most	most	ADV
easat-8539	42	12	important	important	ADJ
easat-8539	42	13	native	native	ADJ
easat-8539	42	14	cultivar	cultivar	NOUN
easat-8539	42	15	is	be	AUX
easat-8539	42	16	kalinjot	kalinjot	VERB
easat-8539	42	17	,	,	PUNCT
easat-8539	42	18	approximately	approximately	ADV
easat-8539	42	19	50	50	NUM
easat-8539	42	20	%	%	NOUN
easat-8539	42	21	of	of	ADP
easat-8539	42	22	plantations	plantation	NOUN
easat-8539	42	23	nationally	nationally	ADV
easat-8539	42	24	,	,	PUNCT
easat-8539	42	25	with	with	ADP
easat-8539	42	26	over	over	ADP
easat-8539	42	27	70	70	NUM
easat-8539	42	28	%	%	NOUN
easat-8539	42	29	in	in	ADP
easat-8539	42	30	southern	southern	ADJ
easat-8539	42	31	albania	albania	PROPN
easat-8539	42	32	,	,	PUNCT
easat-8539	42	33	regions	region	NOUN
easat-8539	42	34	of	of	ADP
easat-8539	42	35	vlora	vlora	NOUN
easat-8539	42	36	and	and	CCONJ
easat-8539	42	37	mallakastra	mallakastra	ADJ
easat-8539	42	38	(	(	PUNCT
easat-8539	42	39	table	table	NOUN
easat-8539	42	40	3	3	NUM
easat-8539	42	41	)	)	PUNCT
easat-8539	42	42	,	,	PUNCT
easat-8539	42	43	by	by	ADP
easat-8539	42	44	contributing	contribute	VERB
easat-8539	42	45	significantly	significantly	ADV
easat-8539	42	46	to	to	ADP
easat-8539	42	47	domestic	domestic	ADJ
easat-8539	42	48	olive	olive	NOUN
easat-8539	42	49	oil	oil	NOUN
easat-8539	42	50	production	production	NOUN
easat-8539	42	51	[	[	X
easat-8539	42	52	13	13	NUM
easat-8539	42	53	,	,	PUNCT
easat-8539	42	54	14	14	NUM
easat-8539	42	55	]	]	PUNCT
easat-8539	42	56	.	.	PUNCT
easat-8539	43	1	the	the	DET
easat-8539	43	2	phenolic	phenolic	ADJ
easat-8539	43	3	compounds	compound	NOUN
easat-8539	43	4	of	of	ADP
easat-8539	43	5	albanian	albanian	ADJ
easat-8539	43	6	olive	olive	NOUN
easat-8539	43	7	oil	oil	NOUN
easat-8539	43	8	(	(	PUNCT
easat-8539	43	9	oo	oo	INTJ
easat-8539	43	10	)	)	PUNCT
easat-8539	43	11	from	from	ADP
easat-8539	43	12	the	the	DET
easat-8539	43	13	distinguished	distinguished	ADJ
easat-8539	43	14	native	native	ADJ
easat-8539	43	15	olive	olive	NOUN
easat-8539	43	16	cultivars	cultivar	NOUN
easat-8539	43	17	kalinjot	kalinjot	VERB
easat-8539	43	18	,	,	PUNCT
easat-8539	43	19	bardhi	bardhi	VERB
easat-8539	43	20	tirana	tirana	PROPN
easat-8539	43	21	,	,	PUNCT
easat-8539	43	22	ulli	ulli	PROPN
easat-8539	43	23	i	i	PROPN
easat-8539	43	24	zi	zi	PROPN
easat-8539	43	25	,	,	PUNCT
easat-8539	43	26	krips	krip	VERB
easat-8539	43	27	kruja	kruja	PROPN
easat-8539	43	28	,	,	PUNCT
easat-8539	43	29	and	and	CCONJ
easat-8539	43	30	bardhi	bardhi	VERB
easat-8539	43	31	kruja	kruja	PROPN
easat-8539	43	32	have	have	AUX
easat-8539	43	33	been	be	AUX
easat-8539	43	34	characterized	characterize	VERB
easat-8539	43	35	[	[	PUNCT
easat-8539	43	36	4	4	NUM
easat-8539	43	37	]	]	PUNCT
easat-8539	43	38	.	.	PUNCT
easat-8539	44	1	the	the	DET
easat-8539	44	2	most	most	ADV
easat-8539	44	3	abundant	abundant	ADJ
easat-8539	44	4	phenolic	phenolic	ADJ
easat-8539	44	5	class	class	NOUN
easat-8539	44	6	,	,	PUNCT
easat-8539	44	7	regardless	regardless	ADV
easat-8539	44	8	of	of	ADP
easat-8539	44	9	the	the	DET
easat-8539	44	10	cultivar	cultivar	NOUN
easat-8539	44	11	,	,	PUNCT
easat-8539	44	12	was	be	AUX
easat-8539	44	13	secoiridoids	secoiridoid	NOUN
easat-8539	44	14	,	,	PUNCT
easat-8539	44	15	followed	follow	VERB
easat-8539	44	16	by	by	ADP
easat-8539	44	17	phenolic	phenolic	ADJ
easat-8539	44	18	alcohols	alcohol	NOUN
easat-8539	44	19	.	.	PUNCT
easat-8539	45	1	hydroxytyrosol	hydroxytyrosol	PROPN
easat-8539	45	2	and	and	CCONJ
easat-8539	45	3	tyrosol	tyrosol	NOUN
easat-8539	45	4	were	be	AUX
easat-8539	45	5	the	the	DET
easat-8539	45	6	dominant	dominant	ADJ
easat-8539	45	7	compounds	compound	NOUN
easat-8539	45	8	in	in	ADP
easat-8539	45	9	this	this	DET
easat-8539	45	10	group	group	NOUN
easat-8539	45	11	,	,	PUNCT
easat-8539	45	12	especially	especially	ADV
easat-8539	45	13	in	in	ADP
easat-8539	45	14	kalinjot	kalinjot	PROPN
easat-8539	45	15	oo	oo	INTJ
easat-8539	46	1	[	[	X
easat-8539	46	2	4	4	NUM
easat-8539	46	3	]	]	PUNCT
easat-8539	46	4	.	.	PUNCT
easat-8539	47	1	95	95	NUM
easat-8539	47	2	edelweiss	edelweiss	PROPN
easat-8539	47	3	applied	apply	VERB
easat-8539	47	4	science	science	NOUN
easat-8539	47	5	and	and	CCONJ
easat-8539	47	6	technology	technology	NOUN
easat-8539	47	7	issn	issn	PROPN
easat-8539	47	8	:	:	PUNCT
easat-8539	47	9	2576	2576	NUM
easat-8539	47	10	-	-	SYM
easat-8539	47	11	8484	8484	NUM
easat-8539	47	12	vol	vol	NOUN
easat-8539	47	13	.	.	PROPN
easat-8539	48	1	9	9	NUM
easat-8539	48	2	,	,	PUNCT
easat-8539	48	3	no	no	INTJ
easat-8539	48	4	.	.	NOUN
easat-8539	49	1	7	7	NUM
easat-8539	49	2	:	:	SYM
easat-8539	49	3	93	93	NUM
easat-8539	49	4	-	-	SYM
easat-8539	49	5	110	110	NUM
easat-8539	49	6	,	,	PUNCT
easat-8539	49	7	2025	2025	NUM
easat-8539	49	8	doi	doi	NOUN
easat-8539	49	9	:	:	PUNCT
easat-8539	49	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	49	11	©	©	PROPN
easat-8539	49	12	2025	2025	NUM
easat-8539	49	13	by	by	ADP
easat-8539	49	14	the	the	DET
easat-8539	49	15	authors	author	NOUN
easat-8539	49	16	;	;	PUNCT
easat-8539	49	17	licensee	licensee	PROPN
easat-8539	49	18	learning	learn	VERB
easat-8539	49	19	gate	gate	NOUN
easat-8539	49	20	figure	figure	NOUN
easat-8539	49	21	1	1	NUM
easat-8539	49	22	.	.	PUNCT
easat-8539	49	23	olive	olive	ADJ
easat-8539	49	24	plantation	plantation	NOUN
easat-8539	49	25	regions	region	NOUN
easat-8539	49	26	of	of	ADP
easat-8539	49	27	albania	albania	PROPN
easat-8539	49	28	.	.	PUNCT
easat-8539	50	1	source	source	NOUN
easat-8539	50	2	:	:	PUNCT
easat-8539	50	3	martakos	martakos	PROPN
easat-8539	50	4	,	,	PUNCT
easat-8539	50	5	et	et	PROPN
easat-8539	50	6	al	al	PROPN
easat-8539	50	7	.	.	PUNCT
easat-8539	51	1	[	[	X
easat-8539	51	2	10	10	NUM
easat-8539	51	3	]	]	PUNCT
easat-8539	51	4	.	.	PUNCT
easat-8539	52	1	96	96	NUM
easat-8539	52	2	edelweiss	edelweiss	PROPN
easat-8539	52	3	applied	apply	VERB
easat-8539	52	4	science	science	NOUN
easat-8539	52	5	and	and	CCONJ
easat-8539	52	6	technology	technology	NOUN
easat-8539	52	7	issn	issn	PROPN
easat-8539	52	8	:	:	PUNCT
easat-8539	52	9	2576	2576	NUM
easat-8539	52	10	-	-	SYM
easat-8539	52	11	8484	8484	NUM
easat-8539	52	12	vol	vol	NOUN
easat-8539	52	13	.	.	PROPN
easat-8539	53	1	9	9	NUM
easat-8539	53	2	,	,	PUNCT
easat-8539	53	3	no	no	INTJ
easat-8539	53	4	.	.	NOUN
easat-8539	54	1	7	7	NUM
easat-8539	54	2	:	:	SYM
easat-8539	54	3	93	93	NUM
easat-8539	54	4	-	-	SYM
easat-8539	54	5	110	110	NUM
easat-8539	54	6	,	,	PUNCT
easat-8539	54	7	2025	2025	NUM
easat-8539	54	8	doi	doi	NOUN
easat-8539	54	9	:	:	PUNCT
easat-8539	54	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	54	11	©	©	PROPN
easat-8539	54	12	2025	2025	NUM
easat-8539	54	13	by	by	ADP
easat-8539	54	14	the	the	DET
easat-8539	54	15	authors	author	NOUN
easat-8539	54	16	;	;	PUNCT
easat-8539	54	17	licensee	licensee	PROPN
easat-8539	54	18	learning	learning	NOUN
easat-8539	54	19	gate	gate	NOUN
easat-8539	54	20	according	accord	VERB
easat-8539	54	21	to	to	ADP
easat-8539	54	22	the	the	DET
easat-8539	54	23	national	national	ADJ
easat-8539	54	24	statistics	statistic	NOUN
easat-8539	54	25	,	,	PUNCT
easat-8539	54	26	the	the	DET
easat-8539	54	27	main	main	ADJ
easat-8539	54	28	olive	olive	NOUN
easat-8539	54	29	-	-	PUNCT
easat-8539	54	30	producing	produce	VERB
easat-8539	54	31	areas	area	NOUN
easat-8539	54	32	are	be	AUX
easat-8539	54	33	berat	berat	NOUN
easat-8539	54	34	,	,	PUNCT
easat-8539	54	35	elbasan	elbasan	NOUN
easat-8539	54	36	,	,	PUNCT
easat-8539	54	37	fieri	fieri	PROPN
easat-8539	54	38	,	,	PUNCT
easat-8539	54	39	and	and	CCONJ
easat-8539	54	40	vlora	vlora	PROPN
easat-8539	54	41	.	.	PUNCT
easat-8539	55	1	fieri	fieri	PROPN
easat-8539	55	2	is	be	AUX
easat-8539	55	3	the	the	DET
easat-8539	55	4	central	central	ADJ
easat-8539	55	5	region	region	NOUN
easat-8539	55	6	for	for	ADP
easat-8539	55	7	the	the	DET
easat-8539	55	8	first	first	ADJ
easat-8539	55	9	three	three	NUM
easat-8539	55	10	indicators	indicator	NOUN
easat-8539	55	11	(	(	PUNCT
easat-8539	55	12	total	total	ADJ
easat-8539	55	13	number	number	NOUN
easat-8539	55	14	of	of	ADP
easat-8539	55	15	plants	plant	NOUN
easat-8539	55	16	,	,	PUNCT
easat-8539	55	17	number	number	NOUN
easat-8539	55	18	of	of	ADP
easat-8539	55	19	plants	plant	NOUN
easat-8539	55	20	in	in	ADP
easat-8539	55	21	production	production	NOUN
easat-8539	55	22	,	,	PUNCT
easat-8539	55	23	and	and	CCONJ
easat-8539	55	24	total	total	ADJ
easat-8539	55	25	output	output	NOUN
easat-8539	55	26	)	)	PUNCT
easat-8539	55	27	.	.	PUNCT
easat-8539	56	1	the	the	DET
easat-8539	56	2	economic	economic	ADJ
easat-8539	56	3	potential	potential	NOUN
easat-8539	56	4	of	of	ADP
easat-8539	56	5	the	the	DET
easat-8539	56	6	main	main	ADJ
easat-8539	56	7	olive	olive	NOUN
easat-8539	56	8	cultivars	cultivar	NOUN
easat-8539	56	9	is	be	AUX
easat-8539	56	10	remarkably	remarkably	ADV
easat-8539	56	11	high	high	ADJ
easat-8539	56	12	,	,	PUNCT
easat-8539	56	13	contributing	contribute	VERB
easat-8539	56	14	to	to	ADP
easat-8539	56	15	rural	rural	ADJ
easat-8539	56	16	economies	economy	NOUN
easat-8539	56	17	and	and	CCONJ
easat-8539	56	18	regions	region	NOUN
easat-8539	56	19	with	with	ADP
easat-8539	56	20	low	low	ADJ
easat-8539	56	21	developing	develop	VERB
easat-8539	56	22	potential	potential	NOUN
easat-8539	56	23	,	,	PUNCT
easat-8539	56	24	such	such	ADJ
easat-8539	56	25	as	as	ADP
easat-8539	56	26	the	the	DET
easat-8539	56	27	country	country	NOUN
easat-8539	56	28	’s	’s	PART
easat-8539	56	29	southern	southern	ADJ
easat-8539	56	30	and	and	CCONJ
easat-8539	56	31	inland	inland	ADJ
easat-8539	56	32	hilly	hilly	ADJ
easat-8539	56	33	regions	region	NOUN
easat-8539	56	34	[	[	X
easat-8539	56	35	15	15	NUM
easat-8539	56	36	]	]	PUNCT
easat-8539	56	37	.	.	PUNCT
easat-8539	57	1	establishing	establish	VERB
easat-8539	57	2	the	the	DET
easat-8539	57	3	oo	oo	NOUN
easat-8539	57	4	of	of	ADP
easat-8539	57	5	designated	designate	VERB
easat-8539	57	6	origin	origin	NOUN
easat-8539	57	7	has	have	AUX
easat-8539	57	8	raised	raise	VERB
easat-8539	57	9	concerns	concern	NOUN
easat-8539	57	10	about	about	ADP
easat-8539	57	11	the	the	DET
easat-8539	57	12	traceability	traceability	NOUN
easat-8539	57	13	of	of	ADP
easat-8539	57	14	geographical	geographical	ADJ
easat-8539	57	15	origin	origin	NOUN
easat-8539	57	16	.	.	PUNCT
easat-8539	58	1	mislabelling	mislabelle	VERB
easat-8539	58	2	geographical	geographical	ADJ
easat-8539	58	3	origin	origin	NOUN
easat-8539	58	4	or	or	CCONJ
easat-8539	58	5	using	use	VERB
easat-8539	58	6	other	other	ADJ
easat-8539	58	7	olive	olive	NOUN
easat-8539	58	8	varieties	variety	NOUN
easat-8539	58	9	can	can	AUX
easat-8539	58	10	impact	impact	VERB
easat-8539	58	11	consumer	consumer	NOUN
easat-8539	58	12	confidence	confidence	NOUN
easat-8539	58	13	and	and	CCONJ
easat-8539	58	14	the	the	DET
easat-8539	58	15	reputation	reputation	NOUN
easat-8539	58	16	of	of	ADP
easat-8539	58	17	olive	olive	NOUN
easat-8539	58	18	-	-	PUNCT
easat-8539	58	19	producing	produce	VERB
easat-8539	58	20	regions	region	NOUN
easat-8539	58	21	.	.	PUNCT
easat-8539	59	1	unfortunately	unfortunately	ADV
easat-8539	59	2	,	,	PUNCT
easat-8539	59	3	an	an	DET
easat-8539	59	4	increasing	increase	VERB
easat-8539	59	5	number	number	NOUN
easat-8539	59	6	of	of	ADP
easat-8539	59	7	low	low	ADJ
easat-8539	59	8	-	-	PUNCT
easat-8539	59	9	quality	quality	NOUN
easat-8539	59	10	oos	oos	NOUN
easat-8539	59	11	often	often	ADV
easat-8539	59	12	end	end	VERB
easat-8539	59	13	up	up	ADP
easat-8539	59	14	on	on	ADP
easat-8539	59	15	our	our	PRON
easat-8539	59	16	tables	table	NOUN
easat-8539	59	17	and	and	CCONJ
easat-8539	59	18	are	be	AUX
easat-8539	59	19	not	not	PART
easat-8539	59	20	easily	easily	ADV
easat-8539	59	21	identifiable	identifiable	ADJ
easat-8539	59	22	.	.	PUNCT
easat-8539	60	1	consequently	consequently	ADV
easat-8539	60	2	,	,	PUNCT
easat-8539	60	3	to	to	PART
easat-8539	60	4	ensure	ensure	VERB
easat-8539	60	5	the	the	DET
easat-8539	60	6	product	product	NOUN
easat-8539	60	7	's	's	PART
easat-8539	60	8	authenticity	authenticity	NOUN
easat-8539	60	9	,	,	PUNCT
easat-8539	60	10	considering	consider	VERB
easat-8539	60	11	its	its	PRON
easat-8539	60	12	geographical	geographical	ADJ
easat-8539	60	13	origin	origin	NOUN
easat-8539	60	14	,	,	PUNCT
easat-8539	60	15	cultivar	cultivar	NOUN
easat-8539	60	16	,	,	PUNCT
easat-8539	60	17	and	and	CCONJ
easat-8539	60	18	agricultural	agricultural	ADJ
easat-8539	60	19	practices	practice	NOUN
easat-8539	60	20	is	be	AUX
easat-8539	60	21	essential	essential	ADJ
easat-8539	60	22	for	for	ADP
easat-8539	60	23	maintaining	maintain	VERB
easat-8539	60	24	and	and	CCONJ
easat-8539	60	25	improving	improve	VERB
easat-8539	60	26	its	its	PRON
easat-8539	60	27	supply	supply	NOUN
easat-8539	60	28	chain	chain	NOUN
easat-8539	60	29	by	by	ADP
easat-8539	60	30	implementing	implement	VERB
easat-8539	60	31	traceability	traceability	NOUN
easat-8539	60	32	systems	system	NOUN
easat-8539	60	33	.	.	PUNCT
easat-8539	61	1	while	while	SCONJ
easat-8539	61	2	traditional	traditional	ADJ
easat-8539	61	3	empirical	empirical	ADJ
easat-8539	61	4	methods	method	NOUN
easat-8539	61	5	have	have	AUX
easat-8539	61	6	been	be	AUX
easat-8539	61	7	relied	rely	VERB
easat-8539	61	8	upon	upon	SCONJ
easat-8539	61	9	to	to	PART
easat-8539	61	10	detect	detect	VERB
easat-8539	61	11	olive	olive	ADJ
easat-8539	61	12	oil	oil	NOUN
easat-8539	61	13	fraud	fraud	NOUN
easat-8539	61	14	and	and	CCONJ
easat-8539	61	15	evaluate	evaluate	VERB
easat-8539	61	16	quality	quality	NOUN
easat-8539	61	17	,	,	PUNCT
easat-8539	61	18	this	this	DET
easat-8539	61	19	study	study	NOUN
easat-8539	61	20	pioneers	pioneer	VERB
easat-8539	61	21	a	a	DET
easat-8539	61	22	modern	modern	ADJ
easat-8539	61	23	approach	approach	NOUN
easat-8539	61	24	using	use	VERB
easat-8539	61	25	machine	machine	NOUN
easat-8539	61	26	learning	learn	VERB
easat-8539	61	27	algorithms	algorithm	NOUN
easat-8539	61	28	to	to	PART
easat-8539	61	29	differentiate	differentiate	VERB
easat-8539	61	30	authentic	authentic	ADJ
easat-8539	61	31	products	product	NOUN
easat-8539	61	32	from	from	ADP
easat-8539	61	33	counterfeits	counterfeit	NOUN
easat-8539	61	34	.	.	PUNCT
easat-8539	62	1	random	random	ADJ
easat-8539	62	2	forest	forest	NOUN
easat-8539	62	3	(	(	PUNCT
easat-8539	62	4	rf	rf	NOUN
easat-8539	62	5	)	)	PUNCT
easat-8539	62	6	and	and	CCONJ
easat-8539	62	7	k	k	ADV
easat-8539	62	8	-	-	PUNCT
easat-8539	62	9	nearest	near	ADJ
easat-8539	62	10	neighbors	neighbor	NOUN
easat-8539	62	11	(	(	PUNCT
easat-8539	62	12	knn	knn	PROPN
easat-8539	62	13	)	)	PUNCT
easat-8539	62	14	algorithms	algorithm	NOUN
easat-8539	62	15	,	,	PUNCT
easat-8539	62	16	among	among	ADP
easat-8539	62	17	others	other	NOUN
easat-8539	62	18	[	[	X
easat-8539	62	19	16	16	NUM
easat-8539	62	20	]	]	PUNCT
easat-8539	62	21	.	.	PUNCT
easat-8539	63	1	evaluation	evaluation	NOUN
easat-8539	63	2	of	of	ADP
easat-8539	63	3	voo	voo	NOUN
easat-8539	63	4	from	from	ADP
easat-8539	63	5	specific	specific	ADJ
easat-8539	63	6	cultivars	cultivar	NOUN
easat-8539	63	7	and	and	CCONJ
easat-8539	63	8	regions	region	NOUN
easat-8539	63	9	,	,	PUNCT
easat-8539	63	10	employing	employ	VERB
easat-8539	63	11	and	and	CCONJ
easat-8539	63	12	testing	test	VERB
easat-8539	63	13	different	different	ADJ
easat-8539	63	14	ai	ai	NOUN
easat-8539	63	15	-	-	PUNCT
easat-8539	63	16	based	base	VERB
easat-8539	63	17	classification	classification	NOUN
easat-8539	63	18	techniques	technique	NOUN
easat-8539	63	19	to	to	PART
easat-8539	63	20	determine	determine	VERB
easat-8539	63	21	the	the	DET
easat-8539	63	22	highest	high	ADJ
easat-8539	63	23	accuracy	accuracy	NOUN
easat-8539	63	24	[	[	X
easat-8539	63	25	17	17	NUM
easat-8539	63	26	]	]	SYM
easat-8539	63	27	.	.	PUNCT
easat-8539	64	1	2	2	X
easat-8539	64	2	.	.	X
easat-8539	64	3	material	material	NOUN
easat-8539	64	4	and	and	CCONJ
easat-8539	64	5	methods	method	NOUN
easat-8539	64	6	an	an	DET
easat-8539	64	7	artificial	artificial	ADJ
easat-8539	64	8	intelligence	intelligence	NOUN
easat-8539	64	9	-	-	PUNCT
easat-8539	64	10	driven	drive	VERB
easat-8539	64	11	system	system	NOUN
easat-8539	64	12	was	be	AUX
easat-8539	64	13	developed	develop	VERB
easat-8539	64	14	,	,	PUNCT
easat-8539	64	15	which	which	PRON
easat-8539	64	16	is	be	AUX
easat-8539	64	17	easily	easily	ADV
easat-8539	64	18	accessible	accessible	ADJ
easat-8539	64	19	,	,	PUNCT
easat-8539	64	20	to	to	PART
easat-8539	64	21	predict	predict	VERB
easat-8539	64	22	the	the	DET
easat-8539	64	23	quality	quality	NOUN
easat-8539	64	24	and	and	CCONJ
easat-8539	64	25	origin	origin	NOUN
easat-8539	64	26	of	of	ADP
easat-8539	64	27	the	the	DET
easat-8539	64	28	voo	voo	ADJ
easat-8539	64	29	product	product	NOUN
easat-8539	64	30	based	base	VERB
easat-8539	64	31	on	on	ADP
easat-8539	64	32	physical	physical	ADJ
easat-8539	64	33	and	and	CCONJ
easat-8539	64	34	chemical	chemical	NOUN
easat-8539	64	35	properties	property	NOUN
easat-8539	64	36	.	.	PUNCT
easat-8539	65	1	we	we	PRON
easat-8539	65	2	identified	identify	VERB
easat-8539	65	3	two	two	NUM
easat-8539	65	4	approaches	approach	NOUN
easat-8539	65	5	to	to	ADP
easat-8539	65	6	data	data	PROPN
easat-8539	65	7	.	.	PUNCT
easat-8539	66	1	based	base	VERB
easat-8539	66	2	on	on	ADP
easat-8539	66	3	seven	seven	NUM
easat-8539	66	4	input	input	NOUN
easat-8539	66	5	characteristics	characteristic	NOUN
easat-8539	66	6	,	,	PUNCT
easat-8539	66	7	including	include	VERB
easat-8539	66	8	fatty	fatty	NOUN
easat-8539	66	9	acids	acid	NOUN
easat-8539	66	10	such	such	ADJ
easat-8539	66	11	as	as	ADP
easat-8539	66	12	palmitoleic	palmitoleic	NOUN
easat-8539	66	13	,	,	PUNCT
easat-8539	66	14	stearic	stearic	NOUN
easat-8539	66	15	,	,	PUNCT
easat-8539	66	16	oleic	oleic	NOUN
easat-8539	66	17	,	,	PUNCT
easat-8539	66	18	and	and	CCONJ
easat-8539	66	19	linoleic	linoleic	NUM
easat-8539	66	20	acid	acid	NOUN
easat-8539	66	21	,	,	PUNCT
easat-8539	66	22	the	the	DET
easat-8539	66	23	algorithm	algorithm	NOUN
easat-8539	66	24	can	can	AUX
easat-8539	66	25	predict	predict	VERB
easat-8539	66	26	the	the	DET
easat-8539	66	27	voo	voo	ADJ
easat-8539	66	28	geographical	geographical	ADJ
easat-8539	66	29	region	region	NOUN
easat-8539	66	30	,	,	PUNCT
easat-8539	66	31	represented	represent	VERB
easat-8539	66	32	by	by	ADP
easat-8539	66	33	the	the	DET
easat-8539	66	34	output	output	NOUN
easat-8539	66	35	variable	variable	NOUN
easat-8539	66	36	(	(	PUNCT
easat-8539	66	37	in	in	ADP
easat-8539	66	38	the	the	DET
easat-8539	66	39	cited	cite	VERB
easat-8539	66	40	study	study	NOUN
easat-8539	66	41	,	,	PUNCT
easat-8539	66	42	there	there	PRON
easat-8539	66	43	are	be	VERB
easat-8539	66	44	three	three	NUM
easat-8539	66	45	regions	region	NOUN
easat-8539	66	46	,	,	PUNCT
easat-8539	66	47	e.g.	e.g.	ADV
easat-8539	66	48	,	,	PUNCT
easat-8539	66	49	vlora	vlora	PROPN
easat-8539	66	50	,	,	PUNCT
easat-8539	66	51	fieri	fieri	PROPN
easat-8539	66	52	,	,	PUNCT
easat-8539	66	53	and	and	CCONJ
easat-8539	66	54	berati	berati	PROPN
easat-8539	66	55	)	)	PUNCT
easat-8539	66	56	.	.	PUNCT
easat-8539	67	1	therefore	therefore	ADV
easat-8539	67	2	,	,	PUNCT
easat-8539	67	3	our	our	PRON
easat-8539	67	4	target	target	NOUN
easat-8539	67	5	(	(	PUNCT
easat-8539	67	6	output	output	NOUN
easat-8539	67	7	)	)	PUNCT
easat-8539	67	8	is	be	AUX
easat-8539	67	9	also	also	ADV
easat-8539	67	10	categorical	categorical	ADJ
easat-8539	67	11	,	,	PUNCT
easat-8539	67	12	as	as	SCONJ
easat-8539	67	13	noted	note	VERB
easat-8539	67	14	by	by	ADP
easat-8539	67	15	aiello	aiello	PROPN
easat-8539	67	16	and	and	CCONJ
easat-8539	67	17	tosi	tosi	NOUN
easat-8539	67	18	[	[	X
easat-8539	67	19	18	18	NUM
easat-8539	67	20	]	]	PUNCT
easat-8539	67	21	.	.	PUNCT
easat-8539	68	1	the	the	DET
easat-8539	68	2	dataset	dataset	NOUN
easat-8539	68	3	#	#	SYM
easat-8539	68	4	3	3	NUM
easat-8539	68	5	,	,	PUNCT
easat-8539	68	6	with	with	ADP
easat-8539	68	7	572	572	NUM
easat-8539	68	8	data	datum	NOUN
easat-8539	68	9	objects	object	NOUN
easat-8539	68	10	,	,	PUNCT
easat-8539	68	11	was	be	AUX
easat-8539	68	12	closer	close	ADJ
easat-8539	68	13	to	to	ADP
easat-8539	68	14	our	our	PRON
easat-8539	68	15	study	study	NOUN
easat-8539	68	16	objective	objective	NOUN
easat-8539	68	17	.	.	PUNCT
easat-8539	69	1	analogously	analogously	ADV
easat-8539	69	2	,	,	PUNCT
easat-8539	69	3	we	we	PRON
easat-8539	69	4	can	can	AUX
easat-8539	69	5	use	use	VERB
easat-8539	69	6	similar	similar	ADJ
easat-8539	69	7	input	input	NOUN
easat-8539	69	8	characteristics	characteristic	NOUN
easat-8539	69	9	in	in	ADP
easat-8539	69	10	the	the	DET
easat-8539	69	11	dataset	dataset	NOUN
easat-8539	69	12	being	be	AUX
easat-8539	69	13	processed	process	VERB
easat-8539	69	14	for	for	ADP
easat-8539	69	15	our	our	PRON
easat-8539	69	16	study	study	NOUN
easat-8539	69	17	.	.	PUNCT
easat-8539	70	1	each	each	DET
easat-8539	70	2	data	datum	NOUN
easat-8539	70	3	object	object	NOUN
easat-8539	70	4	(	(	PUNCT
easat-8539	70	5	olive	olive	NOUN
easat-8539	70	6	oil	oil	NOUN
easat-8539	70	7	)	)	PUNCT
easat-8539	70	8	needs	need	VERB
easat-8539	70	9	to	to	PART
easat-8539	70	10	be	be	AUX
easat-8539	70	11	populated	populate	VERB
easat-8539	70	12	with	with	ADP
easat-8539	70	13	accurate	accurate	ADJ
easat-8539	70	14	data	datum	NOUN
easat-8539	70	15	regarding	regard	VERB
easat-8539	70	16	its	its	PRON
easat-8539	70	17	fatty	fatty	NOUN
easat-8539	70	18	acid	acid	NOUN
easat-8539	70	19	percentage	percentage	NOUN
easat-8539	70	20	.	.	PUNCT
easat-8539	71	1	the	the	DET
easat-8539	71	2	prediction	prediction	NOUN
easat-8539	71	3	accuracy	accuracy	NOUN
easat-8539	71	4	extracted	extract	VERB
easat-8539	71	5	from	from	ADP
easat-8539	71	6	machine	machine	NOUN
easat-8539	71	7	learning	learn	VERB
easat-8539	71	8	algorithms	algorithms	NOUN
easat-8539	71	9	increases	increase	VERB
easat-8539	71	10	with	with	ADP
easat-8539	71	11	the	the	DET
easat-8539	71	12	data	datum	NOUN
easat-8539	71	13	.	.	PUNCT
easat-8539	72	1	from	from	ADP
easat-8539	72	2	a	a	DET
easat-8539	72	3	confusion	confusion	NOUN
easat-8539	72	4	matrix	matrix	NOUN
easat-8539	72	5	perspective	perspective	NOUN
easat-8539	72	6	,	,	PUNCT
easat-8539	72	7	a	a	DET
easat-8539	72	8	correct	correct	ADJ
easat-8539	72	9	prediction	prediction	NOUN
easat-8539	72	10	can	can	AUX
easat-8539	72	11	usually	usually	ADV
easat-8539	72	12	be	be	AUX
easat-8539	72	13	interpreted	interpret	VERB
easat-8539	72	14	as	as	ADP
easat-8539	72	15	a	a	DET
easat-8539	72	16	true	true	ADJ
easat-8539	72	17	positive	positive	ADJ
easat-8539	72	18	(	(	PUNCT
easat-8539	72	19	tp	tp	NOUN
easat-8539	72	20	)	)	PUNCT
easat-8539	72	21	value	value	NOUN
easat-8539	72	22	.	.	PUNCT
easat-8539	73	1	for	for	ADP
easat-8539	73	2	example	example	NOUN
easat-8539	73	3	,	,	PUNCT
easat-8539	73	4	if	if	SCONJ
easat-8539	73	5	the	the	DET
easat-8539	73	6	actual	actual	ADJ
easat-8539	73	7	data	data	NOUN
easat-8539	73	8	is	be	AUX
easat-8539	73	9	“	"	PUNCT
easat-8539	73	10	kalinjot	kalinjot	NOUN
easat-8539	73	11	”	"	PUNCT
easat-8539	73	12	oo	oo	ADV
easat-8539	73	13	and	and	CCONJ
easat-8539	73	14	the	the	DET
easat-8539	73	15	predicted	predict	VERB
easat-8539	73	16	data	data	NOUN
easat-8539	73	17	is	be	AUX
easat-8539	73	18	also	also	ADV
easat-8539	73	19	“	"	PUNCT
easat-8539	73	20	kalinjot	kalinjot	VERB
easat-8539	73	21	”	"	PUNCT
easat-8539	73	22	oo	oo	PROPN
easat-8539	73	23	,	,	PUNCT
easat-8539	73	24	then	then	ADV
easat-8539	73	25	the	the	DET
easat-8539	73	26	algorithm	algorithm	NOUN
easat-8539	73	27	has	have	AUX
easat-8539	73	28	performed	perform	VERB
easat-8539	73	29	the	the	DET
easat-8539	73	30	prediction	prediction	NOUN
easat-8539	73	31	correctly	correctly	ADV
easat-8539	73	32	.	.	PUNCT
easat-8539	74	1	2.1	2.1	NUM
easat-8539	74	2	.	.	PUNCT
easat-8539	75	1	support	support	NOUN
easat-8539	75	2	vector	vector	NOUN
easat-8539	75	3	machine	machine	NOUN
easat-8539	75	4	support	support	NOUN
easat-8539	75	5	vector	vector	NOUN
easat-8539	75	6	machine	machine	NOUN
easat-8539	75	7	(	(	PUNCT
easat-8539	75	8	svm	svm	PROPN
easat-8539	75	9	)	)	PUNCT
easat-8539	75	10	is	be	AUX
easat-8539	75	11	one	one	NUM
easat-8539	75	12	of	of	ADP
easat-8539	75	13	the	the	DET
easat-8539	75	14	most	most	ADV
easat-8539	75	15	popular	popular	ADJ
easat-8539	75	16	supervised	supervised	ADJ
easat-8539	75	17	machine	machine	NOUN
easat-8539	75	18	learning	learning	NOUN
easat-8539	75	19	algorithms	algorithm	NOUN
easat-8539	75	20	.	.	PUNCT
easat-8539	76	1	it	it	PRON
easat-8539	76	2	enables	enable	VERB
easat-8539	76	3	the	the	DET
easat-8539	76	4	maximization	maximization	NOUN
easat-8539	76	5	of	of	ADP
easat-8539	76	6	the	the	DET
easat-8539	76	7	discriminant	discriminant	NOUN
easat-8539	76	8	boundary	boundary	ADJ
easat-8539	76	9	.	.	PUNCT
easat-8539	77	1	the	the	DET
easat-8539	77	2	method	method	NOUN
easat-8539	77	3	divides	divide	VERB
easat-8539	77	4	the	the	DET
easat-8539	77	5	samples	sample	NOUN
easat-8539	77	6	through	through	ADP
easat-8539	77	7	an	an	DET
easat-8539	77	8	optimal	optimal	ADJ
easat-8539	77	9	hyperplane	hyperplane	NOUN
easat-8539	77	10	,	,	PUNCT
easat-8539	77	11	maximizing	maximize	VERB
easat-8539	77	12	the	the	DET
easat-8539	77	13	distance	distance	NOUN
easat-8539	77	14	among	among	ADP
easat-8539	77	15	the	the	DET
easat-8539	77	16	classes	class	NOUN
easat-8539	77	17	of	of	ADP
easat-8539	77	18	data	datum	NOUN
easat-8539	77	19	points	point	NOUN
easat-8539	77	20	within	within	ADP
easat-8539	77	21	a	a	DET
easat-8539	77	22	multidimensional	multidimensional	ADJ
easat-8539	77	23	space	space	NOUN
easat-8539	77	24	[	[	X
easat-8539	77	25	19	19	NUM
easat-8539	77	26	,	,	PUNCT
easat-8539	77	27	20	20	NUM
easat-8539	77	28	]	]	PUNCT
easat-8539	77	29	.	.	PUNCT
easat-8539	78	1	in	in	ADP
easat-8539	78	2	our	our	PRON
easat-8539	78	3	case	case	NOUN
easat-8539	78	4	study	study	NOUN
easat-8539	78	5	,	,	PUNCT
easat-8539	78	6	being	be	AUX
easat-8539	78	7	a	a	DET
easat-8539	78	8	“	"	PUNCT
easat-8539	78	9	multi	multi	ADJ
easat-8539	78	10	-	-	ADJ
easat-8539	78	11	class	class	ADJ
easat-8539	78	12	”	"	PUNCT
easat-8539	78	13	classification	classification	NOUN
easat-8539	78	14	,	,	PUNCT
easat-8539	78	15	we	we	PRON
easat-8539	78	16	can	can	AUX
easat-8539	78	17	use	use	VERB
easat-8539	78	18	one	one	NUM
easat-8539	78	19	of	of	ADP
easat-8539	78	20	the	the	DET
easat-8539	78	21	methods	method	NOUN
easat-8539	78	22	:	:	PUNCT
easat-8539	78	23	1	1	NUM
easat-8539	78	24	-	-	PUNCT
easat-8539	78	25	vs	vs	ADP
easat-8539	78	26	-	-	PUNCT
easat-8539	78	27	rest	rest	NOUN
easat-8539	78	28	.	.	PUNCT
easat-8539	79	1	so	so	ADV
easat-8539	79	2	,	,	PUNCT
easat-8539	79	3	we	we	PRON
easat-8539	79	4	use	use	VERB
easat-8539	79	5	classifiers	classifier	NOUN
easat-8539	79	6	;	;	PUNCT
easat-8539	79	7	for	for	ADP
easat-8539	79	8	example	example	NOUN
easat-8539	79	9	,	,	PUNCT
easat-8539	79	10	one	one	NUM
easat-8539	79	11	of	of	ADP
easat-8539	79	12	them	they	PRON
easat-8539	79	13	is	be	AUX
easat-8539	79	14	[	[	X
easat-8539	79	15	“	"	PUNCT
easat-8539	79	16	kalinjot	kalinjot	VERB
easat-8539	79	17	”	"	PUNCT
easat-8539	79	18	]	]	PUNCT
easat-8539	79	19	vs	vs	ADP
easat-8539	79	20	[	[	X
easat-8539	79	21	“	"	PUNCT
easat-8539	79	22	berati	berati	NOUN
easat-8539	79	23	,	,	PUNCT
easat-8539	79	24	“	"	PUNCT
easat-8539	79	25	fieri	fieri	NOUN
easat-8539	79	26	,	,	PUNCT
easat-8539	79	27	”	"	PUNCT
easat-8539	79	28	“	"	PUNCT
easat-8539	79	29	saranda	saranda	NOUN
easat-8539	79	30	”	"	PUNCT
easat-8539	79	31	]	]	PUNCT
easat-8539	79	32	.	.	PUNCT
easat-8539	80	1	1	1	NUM
easat-8539	80	2	-	-	PUNCT
easat-8539	80	3	vs-1	vs-1	NOUN
easat-8539	80	4	.	.	PUNCT
easat-8539	81	1	in	in	ADP
easat-8539	81	2	this	this	DET
easat-8539	81	3	case	case	NOUN
easat-8539	81	4	,	,	PUNCT
easat-8539	81	5	to	to	PART
easat-8539	81	6	generate	generate	VERB
easat-8539	81	7	a	a	DET
easat-8539	81	8	classifier	classifier	NOUN
easat-8539	81	9	,	,	PUNCT
easat-8539	81	10	we	we	PRON
easat-8539	81	11	use	use	VERB
easat-8539	81	12	the	the	DET
easat-8539	81	13	formula	formula	NOUN
easat-8539	81	14	𝑁	𝑁	PROPN
easat-8539	81	15	∗	∗	NOUN
easat-8539	81	16	𝑁−1	𝑁−1	NOUN
easat-8539	81	17	2	2	NUM
easat-8539	81	18	,	,	PUNCT
easat-8539	81	19	where	where	SCONJ
easat-8539	81	20	nindicates	nindicate	NOUN
easat-8539	81	21	the	the	DET
easat-8539	81	22	number	number	NOUN
easat-8539	81	23	of	of	ADP
easat-8539	81	24	classes	class	NOUN
easat-8539	81	25	we	we	PRON
easat-8539	81	26	are	be	AUX
easat-8539	81	27	considering	consider	VERB
easat-8539	81	28	.	.	PUNCT
easat-8539	82	1	so	so	ADV
easat-8539	82	2	,	,	PUNCT
easat-8539	82	3	for	for	ADP
easat-8539	82	4	n	n	NOUN
easat-8539	82	5	=	=	SYM
easat-8539	82	6	4	4	NUM
easat-8539	82	7	,	,	PUNCT
easat-8539	82	8	we	we	PRON
easat-8539	82	9	will	will	AUX
easat-8539	82	10	have	have	VERB
easat-8539	82	11	six	six	NUM
easat-8539	82	12	classifiers	classifier	NOUN
easat-8539	82	13	,	,	PUNCT
easat-8539	82	14	e.g.	e.g.	ADV
easat-8539	82	15	,	,	PUNCT
easat-8539	82	16	“	"	PUNCT
easat-8539	82	17	kalinjot	kalinjot	PROPN
easat-8539	82	18	”	"	PUNCT
easat-8539	82	19	vs.	vs.	X
easat-8539	82	20	“	"	PUNCT
easat-8539	82	21	berati	berati	PROPN
easat-8539	82	22	”	"	PUNCT
easat-8539	82	23	and	and	CCONJ
easat-8539	82	24	“	"	PUNCT
easat-8539	82	25	kalinjot	kalinjot	PROPN
easat-8539	82	26	”	"	PUNCT
easat-8539	82	27	vs.	vs.	X
easat-8539	82	28	“	"	PUNCT
easat-8539	82	29	fieri	fieri	NOUN
easat-8539	82	30	.	.	PUNCT
easat-8539	82	31	"	"	PUNCT
easat-8539	83	1	2.2	2.2	NUM
easat-8539	83	2	.	.	PUNCT
easat-8539	84	1	the	the	DET
easat-8539	84	2	k	k	NOUN
easat-8539	84	3	-	-	PUNCT
easat-8539	84	4	nearest	near	ADJ
easat-8539	84	5	neighbour	neighbour	NOUN
easat-8539	84	6	the	the	DET
easat-8539	84	7	k	k	PROPN
easat-8539	84	8	-	-	PUNCT
easat-8539	84	9	nearest	near	ADJ
easat-8539	84	10	neighbour	neighbour	NOUN
easat-8539	84	11	(	(	PUNCT
easat-8539	84	12	knn	knn	PROPN
easat-8539	84	13	)	)	PUNCT
easat-8539	84	14	algorithm	algorithm	NOUN
easat-8539	84	15	performs	perform	VERB
easat-8539	84	16	the	the	DET
easat-8539	84	17	classification	classification	NOUN
easat-8539	84	18	task	task	NOUN
easat-8539	84	19	by	by	ADP
easat-8539	84	20	predicting	predict	VERB
easat-8539	84	21	a	a	DET
easat-8539	84	22	new	new	ADJ
easat-8539	84	23	given	give	VERB
easat-8539	84	24	object	object	NOUN
easat-8539	84	25	based	base	VERB
easat-8539	84	26	on	on	ADP
easat-8539	84	27	the	the	DET
easat-8539	84	28	euclidean	euclidean	ADJ
easat-8539	84	29	distance	distance	NOUN
easat-8539	84	30	between	between	ADP
easat-8539	84	31	the	the	DET
easat-8539	84	32	training	training	NOUN
easat-8539	84	33	point	point	NOUN
easat-8539	84	34	and	and	CCONJ
easat-8539	84	35	the	the	DET
easat-8539	84	36	test	test	NOUN
easat-8539	84	37	observation	observation	NOUN
easat-8539	84	38	.	.	PUNCT
easat-8539	85	1	97	97	NUM
easat-8539	85	2	edelweiss	edelweiss	PROPN
easat-8539	85	3	applied	apply	VERB
easat-8539	85	4	science	science	NOUN
easat-8539	85	5	and	and	CCONJ
easat-8539	85	6	technology	technology	NOUN
easat-8539	85	7	issn	issn	PROPN
easat-8539	85	8	:	:	PUNCT
easat-8539	85	9	2576	2576	NUM
easat-8539	85	10	-	-	SYM
easat-8539	85	11	8484	8484	NUM
easat-8539	85	12	vol	vol	NOUN
easat-8539	85	13	.	.	PROPN
easat-8539	86	1	9	9	NUM
easat-8539	86	2	,	,	PUNCT
easat-8539	86	3	no	no	INTJ
easat-8539	86	4	.	.	NOUN
easat-8539	87	1	7	7	NUM
easat-8539	87	2	:	:	SYM
easat-8539	87	3	93	93	NUM
easat-8539	87	4	-	-	SYM
easat-8539	87	5	110	110	NUM
easat-8539	87	6	,	,	PUNCT
easat-8539	87	7	2025	2025	NUM
easat-8539	87	8	doi	doi	NOUN
easat-8539	87	9	:	:	PUNCT
easat-8539	87	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	87	11	©	©	PROPN
easat-8539	87	12	2025	2025	NUM
easat-8539	87	13	by	by	ADP
easat-8539	87	14	the	the	DET
easat-8539	87	15	authors	author	NOUN
easat-8539	87	16	;	;	PUNCT
easat-8539	87	17	licensee	licensee	PROPN
easat-8539	87	18	learning	learning	NOUN
easat-8539	87	19	gate	gate	PROPN
easat-8539	87	20	𝑑(𝑥	𝑑(𝑥	PROPN
easat-8539	87	21	,	,	PUNCT
easat-8539	87	22	𝑦	𝑦	X
easat-8539	87	23	)	)	PUNCT
easat-8539	87	24	=	=	SYM
easat-8539	87	25	√∑(𝑥𝑖	√∑(𝑥𝑖	PROPN
easat-8539	88	1	−	−	PROPN
easat-8539	88	2	𝑦𝑖)2	𝑦𝑖)2	PROPN
easat-8539	88	3	𝑛	𝑛	PRON
easat-8539	88	4	𝑖=1	𝑖=1	PUNCT
easat-8539	88	5	=	=	SYM
easat-8539	88	6	√(𝑥1	√(𝑥1	PROPN
easat-8539	88	7	−	−	PROPN
easat-8539	88	8	𝑦1)2	𝑦1)2	PROPN
easat-8539	88	9	+	+	CCONJ
easat-8539	88	10	(	(	PUNCT
easat-8539	88	11	𝑥2	𝑥2	NOUN
easat-8539	88	12	−	−	PROPN
easat-8539	88	13	𝑦2)2	𝑦2)2	NUM
easat-8539	88	14	+	+	CCONJ
easat-8539	88	15	⋯	⋯	VERB
easat-8539	88	16	+	+	CCONJ
easat-8539	88	17	(	(	PUNCT
easat-8539	88	18	𝑥𝑛	𝑥𝑛	PROPN
easat-8539	88	19	−	−	PROPN
easat-8539	88	20	𝑦𝑛)2	𝑦𝑛)2	PROPN
easat-8539	88	21	(	(	PUNCT
easat-8539	88	22	1	1	NUM
easat-8539	88	23	)	)	PUNCT
easat-8539	88	24	in	in	ADP
easat-8539	88	25	equation	equation	NOUN
easat-8539	88	26	(	(	PUNCT
easat-8539	88	27	1	1	NUM
easat-8539	88	28	)	)	PUNCT
easat-8539	88	29	,	,	PUNCT
easat-8539	89	1	n	n	PRON
easat-8539	89	2	represents	represent	VERB
easat-8539	89	3	the	the	DET
easat-8539	89	4	number	number	NOUN
easat-8539	89	5	of	of	ADP
easat-8539	89	6	dimensions	dimension	NOUN
easat-8539	89	7	,	,	PUNCT
easat-8539	89	8	whereas	whereas	SCONJ
easat-8539	89	9	𝑥𝑖	𝑥𝑖	PROPN
easat-8539	89	10	and	and	CCONJ
easat-8539	89	11	𝑦𝑖	𝑦𝑖	PROPN
easat-8539	89	12	denote	denote	VERB
easat-8539	89	13	the	the	DET
easat-8539	89	14	data	data	NOUN
easat-8539	89	15	points	point	NOUN
easat-8539	89	16	[	[	X
easat-8539	89	17	20	20	NUM
easat-8539	89	18	]	]	PUNCT
easat-8539	89	19	.	.	PUNCT
easat-8539	90	1	2.3	2.3	NUM
easat-8539	90	2	.	.	PUNCT
easat-8539	91	1	the	the	DET
easat-8539	91	2	dataset	dataset	ADJ
easat-8539	91	3	algorithm	algorithm	NOUN
easat-8539	91	4	adjustment	adjustment	NOUN
easat-8539	91	5	for	for	ADP
easat-8539	91	6	a	a	DET
easat-8539	91	7	data	data	NOUN
easat-8539	91	8	object	object	NOUN
easat-8539	91	9	like	like	ADP
easat-8539	91	10	olive	olive	NOUN
easat-8539	91	11	oil	oil	NOUN
easat-8539	91	12	,	,	PUNCT
easat-8539	91	13	the	the	DET
easat-8539	91	14	user	user	NOUN
easat-8539	91	15	specifies	specifie	NOUN
easat-8539	91	16	attributes	attribute	VERB
easat-8539	91	17	such	such	ADJ
easat-8539	91	18	as	as	ADP
easat-8539	91	19	'	'	PUNCT
easat-8539	91	20	oleic	oleic	VERB
easat-8539	91	21	acid	acid	NOUN
easat-8539	91	22	(	(	PUNCT
easat-8539	91	23	oa	oa	PROPN
easat-8539	91	24	)	)	PUNCT
easat-8539	91	25	'	'	PUNCT
easat-8539	91	26	and	and	CCONJ
easat-8539	91	27	'	'	PUNCT
easat-8539	91	28	linoleic	linoleic	X
easat-8539	91	29	acid	acid	NOUN
easat-8539	91	30	(	(	PUNCT
easat-8539	91	31	la	la	PROPN
easat-8539	91	32	)	)	PUNCT
easat-8539	91	33	,	,	PUNCT
easat-8539	91	34	'	'	PUNCT
easat-8539	91	35	and	and	CCONJ
easat-8539	91	36	the	the	DET
easat-8539	91	37	algorithm	algorithm	NOUN
easat-8539	91	38	determines	determine	VERB
easat-8539	91	39	whether	whether	SCONJ
easat-8539	91	40	the	the	DET
easat-8539	91	41	olive	olive	ADJ
easat-8539	91	42	oil	oil	NOUN
easat-8539	91	43	belongs	belong	VERB
easat-8539	91	44	to	to	ADP
easat-8539	91	45	one	one	NUM
easat-8539	91	46	of	of	ADP
easat-8539	91	47	the	the	DET
easat-8539	91	48	following	follow	VERB
easat-8539	91	49	categories	category	NOUN
easat-8539	91	50	:	:	PUNCT
easat-8539	91	51	kalinjot	kalinjot	PROPN
easat-8539	91	52	voo	voo	PROPN
easat-8539	91	53	,	,	PUNCT
easat-8539	91	54	berati	berati	PROPN
easat-8539	91	55	,	,	PUNCT
easat-8539	91	56	fieri	fieri	PROPN
easat-8539	91	57	,	,	PUNCT
easat-8539	91	58	or	or	CCONJ
easat-8539	91	59	saranda	saranda	NOUN
easat-8539	91	60	region	region	NOUN
easat-8539	91	61	.	.	PUNCT
easat-8539	92	1	step	step	NOUN
easat-8539	92	2	1	1	NUM
easat-8539	92	3	.	.	PUNCT
easat-8539	92	4	calculate	calculate	VERB
easat-8539	92	5	the	the	DET
easat-8539	92	6	distance	distance	NOUN
easat-8539	92	7	based	base	VERB
easat-8539	92	8	on	on	ADP
easat-8539	92	9	the	the	DET
easat-8539	92	10	input	input	NOUN
easat-8539	92	11	characteristics	characteristic	NOUN
easat-8539	92	12	(	(	PUNCT
easat-8539	92	13	e.g.	e.g.	ADV
easat-8539	92	14	,	,	PUNCT
easat-8539	92	15	oa	oa	INTJ
easat-8539	92	16	,	,	PUNCT
easat-8539	92	17	la	la	NOUN
easat-8539	92	18	)	)	PUNCT
easat-8539	92	19	.	.	PUNCT
easat-8539	93	1	step	step	NOUN
easat-8539	93	2	2	2	NUM
easat-8539	93	3	.	.	PUNCT
easat-8539	93	4	determining	determine	VERB
easat-8539	93	5	the	the	DET
easat-8539	93	6	rank	rank	NOUN
easat-8539	93	7	.	.	PUNCT
easat-8539	94	1	the	the	DET
easat-8539	94	2	first	first	ADJ
easat-8539	94	3	rank	rank	NOUN
easat-8539	94	4	corresponds	correspond	VERB
easat-8539	94	5	to	to	ADP
easat-8539	94	6	the	the	DET
easat-8539	94	7	smallest	small	ADJ
easat-8539	94	8	distance	distance	NOUN
easat-8539	94	9	identified	identify	VERB
easat-8539	94	10	in	in	ADP
easat-8539	94	11	the	the	DET
easat-8539	94	12	initial	initial	ADJ
easat-8539	94	13	step	step	NOUN
easat-8539	94	14	.	.	PUNCT
easat-8539	95	1	step	step	NOUN
easat-8539	95	2	3	3	NUM
easat-8539	95	3	.	.	PUNCT
easat-8539	96	1	the	the	DET
easat-8539	96	2	“	"	PUNCT
easat-8539	96	3	nearest	near	ADJ
easat-8539	96	4	neighbor	neighbor	NOUN
easat-8539	96	5	”	"	PUNCT
easat-8539	96	6	is	be	AUX
easat-8539	96	7	identified	identify	VERB
easat-8539	96	8	using	use	VERB
easat-8539	96	9	a	a	DET
easat-8539	96	10	specific	specific	ADJ
easat-8539	96	11	value	value	NOUN
easat-8539	96	12	of	of	ADP
easat-8539	96	13	k.	k.	PROPN
easat-8539	96	14	for	for	ADP
easat-8539	96	15	instance	instance	NOUN
easat-8539	96	16	,	,	PUNCT
easat-8539	96	17	when	when	SCONJ
easat-8539	96	18	k	k	PROPN
easat-8539	96	19	=	=	SYM
easat-8539	96	20	1	1	NUM
easat-8539	96	21	,	,	PUNCT
easat-8539	96	22	the	the	DET
easat-8539	96	23	top	top	ADV
easat-8539	96	24	-	-	PUNCT
easat-8539	96	25	ranked	rank	VERB
easat-8539	96	26	place	place	NOUN
easat-8539	96	27	will	will	AUX
easat-8539	96	28	be	be	AUX
easat-8539	96	29	chosen	choose	VERB
easat-8539	96	30	(	(	PUNCT
easat-8539	96	31	kalinjot	kalinjot	PROPN
easat-8539	96	32	)	)	PUNCT
easat-8539	96	33	.	.	PUNCT
easat-8539	97	1	conversely	conversely	ADV
easat-8539	97	2	,	,	PUNCT
easat-8539	97	3	with	with	ADP
easat-8539	97	4	k	k	PROPN
easat-8539	97	5	=	=	SYM
easat-8539	97	6	4	4	NUM
easat-8539	97	7	,	,	PUNCT
easat-8539	97	8	we	we	PRON
easat-8539	97	9	examine	examine	VERB
easat-8539	97	10	the	the	DET
easat-8539	97	11	top	top	ADJ
easat-8539	97	12	four	four	NUM
easat-8539	97	13	ranks	rank	NOUN
easat-8539	97	14	.	.	PUNCT
easat-8539	98	1	if	if	SCONJ
easat-8539	98	2	three	three	NUM
easat-8539	98	3	of	of	ADP
easat-8539	98	4	these	these	DET
easat-8539	98	5	four	four	NUM
easat-8539	98	6	ranks	rank	NOUN
easat-8539	98	7	correspond	correspond	VERB
easat-8539	98	8	to	to	PART
easat-8539	98	9	kalinjot	kalinjot	VERB
easat-8539	98	10	,	,	PUNCT
easat-8539	98	11	it	it	PRON
easat-8539	98	12	indicates	indicate	VERB
easat-8539	98	13	that	that	SCONJ
easat-8539	98	14	these	these	DET
easat-8539	98	15	three	three	NUM
easat-8539	98	16	data	datum	NOUN
easat-8539	98	17	points	point	NOUN
easat-8539	98	18	are	be	AUX
easat-8539	98	19	close	close	ADJ
easat-8539	98	20	in	in	ADP
easat-8539	98	21	distance	distance	NOUN
easat-8539	98	22	.	.	PUNCT
easat-8539	99	1	consequently	consequently	ADV
easat-8539	99	2	,	,	PUNCT
easat-8539	99	3	this	this	PRON
easat-8539	99	4	leads	lead	VERB
easat-8539	99	5	to	to	ADP
easat-8539	99	6	the	the	DET
easat-8539	99	7	prediction	prediction	NOUN
easat-8539	99	8	that	that	SCONJ
easat-8539	99	9	the	the	DET
easat-8539	99	10	new	new	ADJ
easat-8539	99	11	data	data	NOUN
easat-8539	99	12	object	object	NOUN
easat-8539	99	13	will	will	AUX
easat-8539	99	14	be	be	AUX
easat-8539	99	15	classified	classify	VERB
easat-8539	99	16	as	as	ADP
easat-8539	99	17	a	a	DET
easat-8539	99	18	kalinjot	kalinjot	NOUN
easat-8539	99	19	object	object	NOUN
easat-8539	99	20	of	of	ADP
easat-8539	99	21	type	type	NOUN
easat-8539	99	22	oo	oo	INTJ
easat-8539	99	23	.	.	PUNCT
easat-8539	100	1	2.4	2.4	NUM
easat-8539	100	2	.	.	PUNCT
easat-8539	101	1	the	the	DET
easat-8539	101	2	olive	olive	ADJ
easat-8539	101	3	oil	oil	NOUN
easat-8539	101	4	cultivar	cultivar	NOUN
easat-8539	101	5	predictor	predictor	NOUN
easat-8539	101	6	the	the	DET
easat-8539	101	7	thirty	thirty	NUM
easat-8539	101	8	-	-	PUNCT
easat-8539	101	9	four	four	NUM
easat-8539	101	10	kalinjot	kalinjot	NOUN
easat-8539	101	11	voo	voo	PROPN
easat-8539	101	12	dataset	dataset	NOUN
easat-8539	101	13	was	be	AUX
easat-8539	101	14	collected	collect	VERB
easat-8539	101	15	from	from	ADP
easat-8539	101	16	various	various	ADJ
easat-8539	101	17	regions	region	NOUN
easat-8539	101	18	of	of	ADP
easat-8539	101	19	the	the	DET
easat-8539	101	20	country	country	NOUN
easat-8539	101	21	.	.	PUNCT
easat-8539	102	1	the	the	DET
easat-8539	102	2	aim	aim	NOUN
easat-8539	102	3	is	be	AUX
easat-8539	102	4	to	to	PART
easat-8539	102	5	predict	predict	VERB
easat-8539	102	6	the	the	DET
easat-8539	102	7	cultivar	cultivar	NOUN
easat-8539	102	8	’s	’s	PART
easat-8539	102	9	origin	origin	NOUN
easat-8539	102	10	,	,	PUNCT
easat-8539	102	11	a	a	DET
easat-8539	102	12	“	"	PUNCT
easat-8539	102	13	classification	classification	NOUN
easat-8539	102	14	task	task	NOUN
easat-8539	102	15	”	"	PUNCT
easat-8539	102	16	or	or	CCONJ
easat-8539	102	17	“	"	PUNCT
easat-8539	102	18	multi	multi	ADJ
easat-8539	102	19	-	-	ADJ
easat-8539	102	20	class	class	ADJ
easat-8539	102	21	classification	classification	NOUN
easat-8539	102	22	.	.	PUNCT
easat-8539	102	23	”	"	PUNCT
easat-8539	103	1	key	key	ADJ
easat-8539	103	2	features	feature	NOUN
easat-8539	103	3	include	include	VERB
easat-8539	103	4	specific	specific	ADJ
easat-8539	103	5	fatty	fatty	NOUN
easat-8539	103	6	acids	acid	NOUN
easat-8539	103	7	and	and	CCONJ
easat-8539	103	8	phenolic	phenolic	ADJ
easat-8539	103	9	compounds	compound	NOUN
easat-8539	103	10	that	that	PRON
easat-8539	103	11	allow	allow	VERB
easat-8539	103	12	us	we	PRON
easat-8539	103	13	to	to	PART
easat-8539	103	14	distinguish	distinguish	VERB
easat-8539	103	15	the	the	DET
easat-8539	103	16	cultivar	cultivar	NOUN
easat-8539	103	17	origin	origin	NOUN
easat-8539	103	18	,	,	PUNCT
easat-8539	103	19	considering	consider	VERB
easat-8539	103	20	that	that	SCONJ
easat-8539	103	21	soil	soil	NOUN
easat-8539	103	22	and	and	CCONJ
easat-8539	103	23	climate	climate	NOUN
easat-8539	103	24	also	also	ADV
easat-8539	103	25	impact	impact	VERB
easat-8539	103	26	the	the	DET
easat-8539	103	27	voo	voo	ADJ
easat-8539	103	28	chemical	chemical	NOUN
easat-8539	103	29	composition	composition	NOUN
easat-8539	103	30	.	.	PUNCT
easat-8539	104	1	secondly	secondly	ADV
easat-8539	104	2	,	,	PUNCT
easat-8539	104	3	the	the	DET
easat-8539	104	4	ml	ml	PROPN
easat-8539	104	5	model	model	NOUN
easat-8539	104	6	enables	enable	VERB
easat-8539	104	7	the	the	DET
easat-8539	104	8	classifier	classifier	NOUN
easat-8539	104	9	to	to	PART
easat-8539	104	10	learn	learn	VERB
easat-8539	104	11	from	from	ADP
easat-8539	104	12	these	these	DET
easat-8539	104	13	values	value	NOUN
easat-8539	104	14	,	,	PUNCT
easat-8539	104	15	uncovering	uncover	VERB
easat-8539	104	16	hidden	hide	VERB
easat-8539	104	17	patterns	pattern	NOUN
easat-8539	104	18	and	and	CCONJ
easat-8539	104	19	predicting	predict	VERB
easat-8539	104	20	the	the	DET
easat-8539	104	21	origin	origin	NOUN
easat-8539	104	22	of	of	ADP
easat-8539	104	23	the	the	DET
easat-8539	104	24	samples	sample	NOUN
easat-8539	104	25	based	base	VERB
easat-8539	104	26	on	on	ADP
easat-8539	104	27	their	their	PRON
easat-8539	104	28	geographical	geographical	ADJ
easat-8539	104	29	location	location	NOUN
easat-8539	104	30	.	.	PUNCT
easat-8539	105	1	to	to	PART
easat-8539	105	2	balance	balance	VERB
easat-8539	105	3	the	the	DET
easat-8539	105	4	dataset	dataset	NOUN
easat-8539	105	5	,	,	PUNCT
easat-8539	105	6	we	we	PRON
easat-8539	105	7	utilized	utilize	VERB
easat-8539	105	8	the	the	DET
easat-8539	105	9	synthetic	synthetic	ADJ
easat-8539	105	10	minority	minority	NOUN
easat-8539	105	11	oversampling	oversample	VERB
easat-8539	105	12	technique	technique	NOUN
easat-8539	105	13	(	(	PUNCT
easat-8539	105	14	smote	smote	NOUN
easat-8539	105	15	)	)	PUNCT
easat-8539	105	16	to	to	PART
easat-8539	105	17	replicate	replicate	VERB
easat-8539	105	18	instances	instance	NOUN
easat-8539	105	19	of	of	ADP
easat-8539	105	20	the	the	DET
easat-8539	105	21	minority	minority	NOUN
easat-8539	105	22	class	class	NOUN
easat-8539	105	23	.	.	PUNCT
easat-8539	106	1	smote	smote	PROPN
easat-8539	106	2	is	be	AUX
easat-8539	106	3	an	an	DET
easat-8539	106	4	over	over	ADV
easat-8539	106	5	-	-	PUNCT
easat-8539	106	6	sampling	sample	VERB
easat-8539	106	7	technique	technique	NOUN
easat-8539	106	8	that	that	PRON
easat-8539	106	9	increases	increase	VERB
easat-8539	106	10	the	the	DET
easat-8539	106	11	occurrence	occurrence	NOUN
easat-8539	106	12	of	of	ADP
easat-8539	106	13	less	less	ADV
easat-8539	106	14	frequent	frequent	ADJ
easat-8539	106	15	classes	class	NOUN
easat-8539	106	16	in	in	ADP
easat-8539	106	17	the	the	DET
easat-8539	106	18	training	training	NOUN
easat-8539	106	19	set	set	NOUN
easat-8539	106	20	,	,	PUNCT
easat-8539	106	21	generating	generate	VERB
easat-8539	106	22	new	new	ADJ
easat-8539	106	23	samples	sample	NOUN
easat-8539	106	24	to	to	PART
easat-8539	106	25	alleviate	alleviate	VERB
easat-8539	106	26	the	the	DET
easat-8539	106	27	class	class	NOUN
easat-8539	106	28	imbalance	imbalance	NOUN
easat-8539	106	29	[	[	X
easat-8539	106	30	20	20	NUM
easat-8539	106	31	]	]	PUNCT
easat-8539	106	32	.	.	PUNCT
easat-8539	107	1	table	table	NOUN
easat-8539	107	2	1	1	NUM
easat-8539	107	3	.	.	PUNCT
easat-8539	108	1	features	feature	NOUN
easat-8539	108	2	,	,	PUNCT
easat-8539	108	3	description	description	NOUN
easat-8539	108	4	,	,	PUNCT
easat-8539	108	5	and	and	CCONJ
easat-8539	108	6	value	value	NOUN
easat-8539	108	7	type	type	NOUN
easat-8539	108	8	.	.	PUNCT
easat-8539	109	1	feature	feature	NOUN
easat-8539	109	2	feature	feature	NOUN
easat-8539	109	3	information	information	NOUN
easat-8539	109	4	value	value	NOUN
easat-8539	109	5	type	type	NOUN
easat-8539	109	6	special	special	ADJ
easat-8539	109	7	fatty	fatty	NOUN
easat-8539	109	8	acids	acid	NOUN
easat-8539	109	9	uncommon	uncommon	ADJ
easat-8539	109	10	or	or	CCONJ
easat-8539	109	11	less	less	ADV
easat-8539	109	12	abundant	abundant	ADJ
easat-8539	109	13	fatty	fatty	NOUN
easat-8539	109	14	acids	acid	NOUN
easat-8539	109	15	,	,	PUNCT
easat-8539	109	16	such	such	ADJ
easat-8539	109	17	as	as	ADP
easat-8539	109	18	17:0	17:0	NUM
easat-8539	109	19	and	and	CCONJ
easat-8539	109	20	17:1	17:1	NUM
easat-8539	109	21	(	(	PUNCT
easat-8539	109	22	n-7	n-7	PROPN
easat-8539	109	23	)	)	PUNCT
easat-8539	109	24	,	,	PUNCT
easat-8539	109	25	indicate	indicate	VERB
easat-8539	109	26	additional	additional	ADJ
easat-8539	109	27	profile	profile	NOUN
easat-8539	109	28	variability	variability	NOUN
easat-8539	109	29	.	.	PUNCT
easat-8539	110	1	continuous	continuous	ADJ
easat-8539	110	2	saturated	saturate	VERB
easat-8539	110	3	fatty	fatty	NOUN
easat-8539	110	4	acids	acid	NOUN
easat-8539	110	5	(	(	PUNCT
easat-8539	110	6	sfa	sfa	NOUN
easat-8539	110	7	)	)	PUNCT
easat-8539	110	8	includes	include	VERB
easat-8539	110	9	fatty	fatty	ADJ
easat-8539	110	10	acids	acid	NOUN
easat-8539	110	11	like	like	ADP
easat-8539	110	12	14:0	14:0	NUM
easat-8539	110	13	(	(	PUNCT
easat-8539	110	14	myristic	myristic	ADJ
easat-8539	110	15	)	)	PUNCT
easat-8539	110	16	,	,	PUNCT
easat-8539	110	17	16:0	16:0	NUM
easat-8539	110	18	(	(	PUNCT
easat-8539	110	19	palmitic	palmitic	NOUN
easat-8539	110	20	)	)	PUNCT
easat-8539	110	21	,	,	PUNCT
easat-8539	110	22	18:0	18:0	NUM
easat-8539	110	23	(	(	PUNCT
easat-8539	110	24	stearic	stearic	NOUN
easat-8539	110	25	)	)	PUNCT
easat-8539	110	26	,	,	PUNCT
easat-8539	110	27	20:0	20:0	NUM
easat-8539	110	28	(	(	PUNCT
easat-8539	110	29	arachidic	arachidic	ADJ
easat-8539	110	30	)	)	PUNCT
easat-8539	110	31	,	,	PUNCT
easat-8539	110	32	21:0	21:0	NUM
easat-8539	110	33	(	(	PUNCT
easat-8539	110	34	henicosanoic	henicosanoic	ADJ
easat-8539	110	35	)	)	PUNCT
easat-8539	110	36	,	,	PUNCT
easat-8539	110	37	22:0	22:0	NUM
easat-8539	110	38	(	(	PUNCT
easat-8539	110	39	behenic	behenic	NOUN
easat-8539	110	40	)	)	PUNCT
easat-8539	110	41	.	.	PUNCT
easat-8539	111	1	continuous	continuous	ADJ
easat-8539	111	2	monounsaturated	monounsaturated	ADJ
easat-8539	111	3	fatty	fatty	NOUN
easat-8539	111	4	acids	acid	NOUN
easat-8539	111	5	(	(	PUNCT
easat-8539	111	6	mufa	mufa	NOUN
easat-8539	111	7	)	)	PUNCT
easat-8539	111	8	fatty	fatty	NOUN
easat-8539	111	9	acids	acid	NOUN
easat-8539	111	10	with	with	ADP
easat-8539	111	11	one	one	NUM
easat-8539	111	12	double	double	ADJ
easat-8539	111	13	bond	bond	NOUN
easat-8539	111	14	,	,	PUNCT
easat-8539	111	15	such	such	ADJ
easat-8539	111	16	as	as	ADP
easat-8539	111	17	16:1(n-9	16:1(n-9	NUM
easat-8539	111	18	)	)	PUNCT
easat-8539	111	19	,	,	PUNCT
easat-8539	111	20	16:1(n-7	16:1(n-7	NUM
easat-8539	111	21	)	)	PUNCT
easat-8539	111	22	,	,	PUNCT
easat-8539	111	23	18:1(n9)cis	18:1(n9)cis	NUM
easat-8539	111	24	,	,	PUNCT
easat-8539	111	25	18:1(n-9)trans	18:1(n-9)tran	NOUN
easat-8539	111	26	,	,	PUNCT
easat-8539	111	27	18:1(n-7	18:1(n-7	NUM
easat-8539	111	28	)	)	PUNCT
easat-8539	111	29	,	,	PUNCT
easat-8539	111	30	20:1(n-9	20:1(n-9	NUM
easat-8539	111	31	)	)	PUNCT
easat-8539	111	32	.	.	PUNCT
easat-8539	112	1	continuous	continuous	ADJ
easat-8539	112	2	polyunsaturated	polyunsaturated	ADJ
easat-8539	112	3	fatty	fatty	NOUN
easat-8539	112	4	acids	acid	NOUN
easat-8539	112	5	(	(	PUNCT
easat-8539	112	6	pufa	pufa	NOUN
easat-8539	112	7	)	)	PUNCT
easat-8539	112	8	fatty	fatty	NOUN
easat-8539	112	9	acids	acid	NOUN
easat-8539	112	10	with	with	ADP
easat-8539	112	11	multiple	multiple	ADJ
easat-8539	112	12	double	double	ADJ
easat-8539	112	13	bonds	bond	NOUN
easat-8539	112	14	,	,	PUNCT
easat-8539	112	15	including	include	VERB
easat-8539	112	16	18:2(n-6)cis	18:2(n-6)cis	NUM
easat-8539	112	17	,	,	PUNCT
easat-8539	112	18	18:2(n-6)trans	18:2(n-6)trans	NUM
easat-8539	112	19	,	,	PUNCT
easat-8539	112	20	18:3(n-3	18:3(n-3	NUM
easat-8539	112	21	)	)	PUNCT
easat-8539	112	22	,	,	PUNCT
easat-8539	112	23	20:2(n-6	20:2(n-6	NUM
easat-8539	112	24	)	)	PUNCT
easat-8539	112	25	,	,	PUNCT
easat-8539	112	26	20:3(n-3	20:3(n-3	NUM
easat-8539	112	27	)	)	PUNCT
easat-8539	112	28	.	.	PUNCT
easat-8539	113	1	continuous	continuous	ADJ
easat-8539	113	2	fatty	fatty	NOUN
easat-8539	113	3	acid	acid	NOUN
easat-8539	113	4	ratios	ratio	NOUN
easat-8539	113	5	ratios	ratio	NOUN
easat-8539	113	6	such	such	ADJ
easat-8539	113	7	as	as	ADP
easat-8539	113	8	(	(	PUNCT
easat-8539	113	9	n-6)/(n-3	n-6)/(n-3	NOUN
easat-8539	113	10	)	)	PUNCT
easat-8539	113	11	and	and	CCONJ
easat-8539	113	12	18:1/18:2	18:1/18:2	PRON
easat-8539	113	13	reflect	reflect	VERB
easat-8539	113	14	the	the	DET
easat-8539	113	15	balance	balance	NOUN
easat-8539	113	16	between	between	ADP
easat-8539	113	17	omega-6	omega-6	NUM
easat-8539	113	18	and	and	CCONJ
easat-8539	113	19	omega-3	omega-3	NUM
easat-8539	113	20	fatty	fatty	NOUN
easat-8539	113	21	acids	acid	NOUN
easat-8539	113	22	or	or	CCONJ
easat-8539	113	23	specific	specific	ADJ
easat-8539	113	24	fatty	fatty	NOUN
easat-8539	113	25	acids	acid	NOUN
easat-8539	113	26	.	.	PUNCT
easat-8539	114	1	continuous	continuous	ADJ
easat-8539	114	2	98	98	NUM
easat-8539	114	3	edelweiss	edelweiss	PROPN
easat-8539	114	4	applied	apply	VERB
easat-8539	114	5	science	science	NOUN
easat-8539	114	6	and	and	CCONJ
easat-8539	114	7	technology	technology	NOUN
easat-8539	114	8	issn	issn	PROPN
easat-8539	114	9	:	:	PUNCT
easat-8539	114	10	2576	2576	NUM
easat-8539	114	11	-	-	SYM
easat-8539	114	12	8484	8484	NUM
easat-8539	114	13	vol	vol	NOUN
easat-8539	114	14	.	.	PROPN
easat-8539	115	1	9	9	NUM
easat-8539	115	2	,	,	PUNCT
easat-8539	115	3	no	no	INTJ
easat-8539	115	4	.	.	NOUN
easat-8539	116	1	7	7	NUM
easat-8539	116	2	:	:	SYM
easat-8539	116	3	93	93	NUM
easat-8539	116	4	-	-	SYM
easat-8539	116	5	110	110	NUM
easat-8539	116	6	,	,	PUNCT
easat-8539	116	7	2025	2025	NUM
easat-8539	116	8	doi	doi	NOUN
easat-8539	116	9	:	:	PUNCT
easat-8539	116	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	116	11	©	©	PROPN
easat-8539	116	12	2025	2025	NUM
easat-8539	116	13	by	by	ADP
easat-8539	116	14	the	the	DET
easat-8539	116	15	authors	author	NOUN
easat-8539	116	16	;	;	PUNCT
easat-8539	116	17	licensee	licensee	PROPN
easat-8539	116	18	learning	learning	NOUN
easat-8539	116	19	gate	gate	VERB
easat-8539	116	20	2.5	2.5	NUM
easat-8539	116	21	.	.	PUNCT
easat-8539	117	1	training	training	NOUN
easat-8539	117	2	and	and	CCONJ
easat-8539	117	3	testing	testing	NOUN
easat-8539	117	4	datasets	dataset	NOUN
easat-8539	117	5	the	the	DET
easat-8539	117	6	scikit	scikit	NOUN
easat-8539	117	7	-	-	PUNCT
easat-8539	117	8	learn	learn	VERB
easat-8539	117	9	library	library	NOUN
easat-8539	117	10	in	in	ADP
easat-8539	117	11	python	python	PROPN
easat-8539	117	12	was	be	AUX
easat-8539	117	13	used	use	VERB
easat-8539	117	14	.	.	PUNCT
easat-8539	118	1	the	the	DET
easat-8539	118	2	dataset	dataset	NOUN
easat-8539	118	3	was	be	AUX
easat-8539	118	4	split	split	VERB
easat-8539	118	5	into	into	ADP
easat-8539	118	6	20	20	NUM
easat-8539	118	7	%	%	NOUN
easat-8539	118	8	for	for	ADP
easat-8539	118	9	testing	testing	NOUN
easat-8539	118	10	and	and	CCONJ
easat-8539	118	11	the	the	DET
easat-8539	118	12	remaining	remain	VERB
easat-8539	118	13	80	80	NUM
easat-8539	118	14	%	%	NOUN
easat-8539	118	15	for	for	ADP
easat-8539	118	16	training	train	VERB
easat-8539	118	17	the	the	DET
easat-8539	118	18	model	model	NOUN
easat-8539	118	19	(	(	PUNCT
easat-8539	118	20	figure	figure	NOUN
easat-8539	118	21	2	2	NUM
easat-8539	118	22	)	)	PUNCT
easat-8539	118	23	.	.	PUNCT
easat-8539	119	1	the	the	DET
easat-8539	119	2	model	model	NOUN
easat-8539	119	3	was	be	AUX
easat-8539	119	4	trained	train	VERB
easat-8539	119	5	on	on	ADP
easat-8539	119	6	x_train	x_train	X
easat-8539	119	7	and	and	CCONJ
easat-8539	119	8	y_train	y_train	NOUN
easat-8539	119	9	in	in	ADP
easat-8539	119	10	the	the	DET
easat-8539	119	11	training	training	NOUN
easat-8539	119	12	dataset	dataset	NOUN
easat-8539	119	13	,	,	PUNCT
easat-8539	119	14	while	while	SCONJ
easat-8539	119	15	the	the	DET
easat-8539	119	16	prediction	prediction	NOUN
easat-8539	119	17	model	model	NOUN
easat-8539	119	18	used	use	VERB
easat-8539	119	19	x_test	x_test	ADV
easat-8539	119	20	and	and	CCONJ
easat-8539	119	21	compared	compare	VERB
easat-8539	119	22	the	the	DET
easat-8539	119	23	predicted	predict	VERB
easat-8539	119	24	results	result	NOUN
easat-8539	119	25	with	with	ADP
easat-8539	119	26	y_test	y_t	ADJ
easat-8539	119	27	.	.	PUNCT
easat-8539	120	1	figure	figure	NOUN
easat-8539	120	2	2	2	NUM
easat-8539	120	3	.	.	PUNCT
easat-8539	121	1	the	the	DET
easat-8539	121	2	research	research	NOUN
easat-8539	121	3	methodology	methodology	NOUN
easat-8539	121	4	used	use	VERB
easat-8539	121	5	.	.	PUNCT
easat-8539	122	1	2.6	2.6	NUM
easat-8539	122	2	.	.	PUNCT
easat-8539	123	1	feature	feature	NOUN
easat-8539	123	2	selection	selection	NOUN
easat-8539	123	3	and	and	CCONJ
easat-8539	123	4	extraction	extraction	NOUN
easat-8539	123	5	in	in	ADP
easat-8539	123	6	the	the	DET
easat-8539	123	7	olive	olive	ADJ
easat-8539	123	8	oil	oil	NOUN
easat-8539	123	9	dataset	dataset	NOUN
easat-8539	123	10	,	,	PUNCT
easat-8539	123	11	feature	feature	NOUN
easat-8539	123	12	scaling	scaling	NOUN
easat-8539	123	13	is	be	AUX
easat-8539	123	14	crucial	crucial	ADJ
easat-8539	123	15	because	because	SCONJ
easat-8539	123	16	our	our	PRON
easat-8539	123	17	chosen	choose	VERB
easat-8539	123	18	machine	machine	NOUN
easat-8539	123	19	learning	learn	VERB
easat-8539	123	20	algorithms	algorithm	NOUN
easat-8539	123	21	must	must	AUX
easat-8539	123	22	calculate	calculate	VERB
easat-8539	123	23	distances	distance	NOUN
easat-8539	123	24	between	between	ADP
easat-8539	123	25	data	datum	NOUN
easat-8539	123	26	points	point	NOUN
easat-8539	123	27	.	.	PUNCT
easat-8539	124	1	the	the	DET
easat-8539	124	2	scikit	scikit	NOUN
easat-8539	124	3	-	-	PUNCT
easat-8539	124	4	learn	learn	VERB
easat-8539	124	5	python	python	NOUN
easat-8539	124	6	module	module	NOUN
easat-8539	124	7	integrates	integrate	VERB
easat-8539	124	8	the	the	DET
easat-8539	124	9	newest	new	ADJ
easat-8539	124	10	machine	machine	NOUN
easat-8539	124	11	-	-	PUNCT
easat-8539	124	12	learning	learn	VERB
easat-8539	124	13	algorithms	algorithm	NOUN
easat-8539	124	14	in	in	ADP
easat-8539	124	15	supervised	supervised	ADJ
easat-8539	124	16	and	and	CCONJ
easat-8539	124	17	unsupervised	unsupervised	ADJ
easat-8539	124	18	cases	case	NOUN
easat-8539	124	19	[	[	X
easat-8539	124	20	20	20	NUM
easat-8539	124	21	]	]	PUNCT
easat-8539	124	22	.	.	PUNCT
easat-8539	125	1	the	the	DET
easat-8539	125	2	standardized	standardized	ADJ
easat-8539	125	3	data	data	NOUN
easat-8539	125	4	means	mean	VERB
easat-8539	125	5	𝜇	𝜇	ADP
easat-8539	125	6	=	=	X
easat-8539	125	7	0	0	NUM
easat-8539	125	8	and	and	CCONJ
easat-8539	125	9	σ	σ	NUM
easat-8539	125	10	=	=	SYM
easat-8539	125	11	1	1	X
easat-8539	125	12	.	.	PUNCT
easat-8539	126	1	the	the	DET
easat-8539	126	2	following	follow	VERB
easat-8539	126	3	formula	formula	NOUN
easat-8539	126	4	for	for	ADP
easat-8539	126	5	the	the	DET
easat-8539	126	6	calculation	calculation	NOUN
easat-8539	126	7	of	of	ADP
easat-8539	126	8	the	the	DET
easat-8539	126	9	standard	standard	ADJ
easat-8539	126	10	score	score	NOUN
easat-8539	126	11	of	of	ADP
easat-8539	126	12	sample	sample	NOUN
easat-8539	126	13	x	x	INTJ
easat-8539	126	14	:	:	PUNCT
easat-8539	126	15	𝑧𝑖	𝑧𝑖	NOUN
easat-8539	126	16	=	=	SYM
easat-8539	126	17	𝑥𝑖	𝑥𝑖	PROPN
easat-8539	126	18	−	−	PROPN
easat-8539	126	19	𝜇	𝜇	ADP
easat-8539	126	20	𝜎	𝜎	PROPN
easat-8539	126	21	where	where	SCONJ
easat-8539	126	22	xi	xi	PROPN
easat-8539	126	23	is	be	AUX
easat-8539	126	24	each	each	DET
easat-8539	126	25	value	value	NOUN
easat-8539	126	26	,	,	PUNCT
easat-8539	126	27	μ	μ	PROPN
easat-8539	126	28	is	be	AUX
easat-8539	126	29	the	the	DET
easat-8539	126	30	mean	mean	ADJ
easat-8539	126	31	value	value	NOUN
easat-8539	126	32	of	of	ADP
easat-8539	126	33	the	the	DET
easat-8539	126	34	training	training	NOUN
easat-8539	126	35	samples	sample	NOUN
easat-8539	126	36	,	,	PUNCT
easat-8539	126	37	and	and	CCONJ
easat-8539	126	38	σ	σ	PROPN
easat-8539	126	39	is	be	AUX
easat-8539	126	40	the	the	DET
easat-8539	126	41	standard	standard	ADJ
easat-8539	126	42	deviation	deviation	NOUN
easat-8539	126	43	of	of	ADP
easat-8539	126	44	the	the	DET
easat-8539	126	45	training	training	NOUN
easat-8539	126	46	samples	sample	NOUN
easat-8539	126	47	.	.	PUNCT
easat-8539	127	1	conversely	conversely	ADV
easat-8539	127	2	,	,	PUNCT
easat-8539	127	3	principal	principal	ADJ
easat-8539	127	4	component	component	NOUN
easat-8539	127	5	analysis	analysis	NOUN
easat-8539	127	6	(	(	PUNCT
easat-8539	127	7	pca	pca	NOUN
easat-8539	127	8	)	)	PUNCT
easat-8539	127	9	is	be	AUX
easat-8539	127	10	a	a	DET
easat-8539	127	11	dimensionality	dimensionality	NOUN
easat-8539	127	12	reduction	reduction	NOUN
easat-8539	127	13	method	method	NOUN
easat-8539	127	14	that	that	PRON
easat-8539	127	15	reduces	reduce	VERB
easat-8539	127	16	the	the	DET
easat-8539	127	17	number	number	NOUN
easat-8539	127	18	of	of	ADP
easat-8539	127	19	input	input	NOUN
easat-8539	127	20	features	feature	NOUN
easat-8539	127	21	while	while	SCONJ
easat-8539	127	22	preserving	preserve	VERB
easat-8539	127	23	as	as	ADV
easat-8539	127	24	much	much	ADJ
easat-8539	127	25	information	information	NOUN
easat-8539	127	26	as	as	ADP
easat-8539	127	27	possible	possible	ADJ
easat-8539	127	28	from	from	ADP
easat-8539	127	29	the	the	DET
easat-8539	127	30	original	original	ADJ
easat-8539	127	31	dataset	dataset	NOUN
easat-8539	127	32	.	.	PUNCT
easat-8539	128	1	pca	pca	PROPN
easat-8539	128	2	converts	convert	VERB
easat-8539	128	3	the	the	DET
easat-8539	128	4	twenty	twenty	NUM
easat-8539	128	5	-	-	PUNCT
easat-8539	128	6	four	four	NUM
easat-8539	128	7	original	original	ADJ
easat-8539	128	8	features	feature	NOUN
easat-8539	128	9	into	into	ADP
easat-8539	128	10	smaller	small	ADJ
easat-8539	128	11	principal	principal	ADJ
easat-8539	128	12	components	component	NOUN
easat-8539	128	13	,	,	PUNCT
easat-8539	128	14	each	each	PRON
easat-8539	128	15	representing	represent	VERB
easat-8539	128	16	a	a	DET
easat-8539	128	17	sizeable	sizeable	ADJ
easat-8539	128	18	portion	portion	NOUN
easat-8539	128	19	of	of	ADP
easat-8539	128	20	the	the	DET
easat-8539	128	21	dataset	dataset	NOUN
easat-8539	128	22	’s	’s	PART
easat-8539	128	23	variance	variance	NOUN
easat-8539	128	24	[	[	X
easat-8539	128	25	20	20	NUM
easat-8539	128	26	]	]	PUNCT
easat-8539	128	27	.	.	PUNCT
easat-8539	129	1	99	99	NUM
easat-8539	129	2	edelweiss	edelweiss	PROPN
easat-8539	129	3	applied	apply	VERB
easat-8539	129	4	science	science	NOUN
easat-8539	129	5	and	and	CCONJ
easat-8539	129	6	technology	technology	NOUN
easat-8539	129	7	issn	issn	PROPN
easat-8539	129	8	:	:	PUNCT
easat-8539	129	9	2576	2576	NUM
easat-8539	129	10	-	-	SYM
easat-8539	129	11	8484	8484	NUM
easat-8539	129	12	vol	vol	NOUN
easat-8539	129	13	.	.	PROPN
easat-8539	130	1	9	9	NUM
easat-8539	130	2	,	,	PUNCT
easat-8539	130	3	no	no	INTJ
easat-8539	130	4	.	.	NOUN
easat-8539	131	1	7	7	NUM
easat-8539	131	2	:	:	SYM
easat-8539	131	3	93	93	NUM
easat-8539	131	4	-	-	SYM
easat-8539	131	5	110	110	NUM
easat-8539	131	6	,	,	PUNCT
easat-8539	131	7	2025	2025	NUM
easat-8539	131	8	doi	doi	NOUN
easat-8539	131	9	:	:	PUNCT
easat-8539	131	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	131	11	©	©	PROPN
easat-8539	131	12	2025	2025	NUM
easat-8539	131	13	by	by	ADP
easat-8539	131	14	the	the	DET
easat-8539	131	15	authors	author	NOUN
easat-8539	131	16	;	;	PUNCT
easat-8539	131	17	licensee	licensee	PROPN
easat-8539	131	18	learning	learn	VERB
easat-8539	131	19	gate	gate	NOUN
easat-8539	131	20	table	table	NOUN
easat-8539	131	21	2	2	NUM
easat-8539	131	22	.	.	X
easat-8539	131	23	post	post	ADJ
easat-8539	131	24	-	-	ADJ
easat-8539	131	25	standardization	standardization	ADJ
easat-8539	131	26	statistical	statistical	ADJ
easat-8539	131	27	data	datum	NOUN
easat-8539	131	28	(	(	PUNCT
easat-8539	131	29	mean	mean	ADJ
easat-8539	131	30	and	and	CCONJ
easat-8539	131	31	stdev	stdev	NUM
easat-8539	131	32	)	)	PUNCT
easat-8539	131	33	for	for	ADP
easat-8539	131	34	the	the	DET
easat-8539	131	35	twenty	twenty	NUM
easat-8539	131	36	-	-	PUNCT
easat-8539	131	37	four	four	NUM
easat-8539	131	38	features	feature	NOUN
easat-8539	131	39	.	.	PUNCT
easat-8539	132	1	1	1	NUM
easat-8539	132	2	2	2	NUM
easat-8539	132	3	3	3	NUM
easat-8539	132	4	4	4	NUM
easat-8539	132	5	5	5	NUM
easat-8539	132	6	6	6	NUM
easat-8539	132	7	count	count	NOUN
easat-8539	132	8	28.0	28.0	NUM
easat-8539	132	9	28.0	28.0	NUM
easat-8539	132	10	28.0	28.0	NUM
easat-8539	132	11	28.0	28.0	NUM
easat-8539	132	12	28.0	28.0	NUM
easat-8539	132	13	28.0	28.0	NUM
easat-8539	132	14	mean	mean	NOUN
easat-8539	132	15	0.0	0.0	NUM
easat-8539	132	16	0.0	0.0	NUM
easat-8539	132	17	0.0	0.0	NUM
easat-8539	132	18	0.0	0.0	NUM
easat-8539	132	19	0.0	0.0	NUM
easat-8539	132	20	0.0	0.0	NUM
easat-8539	132	21	stdev	stdev	NOUN
easat-8539	132	22	0.0	0.0	NUM
easat-8539	132	23	1.0	1.0	NUM
easat-8539	132	24	1.0	1.0	NUM
easat-8539	132	25	1.0	1.0	NUM
easat-8539	132	26	1.0	1.0	NUM
easat-8539	132	27	1.0	1.0	NUM
easat-8539	132	28	min	min	NOUN
easat-8539	132	29	0.0	0.0	NUM
easat-8539	132	30	-1.7	-1.7	PROPN
easat-8539	132	31	-2.6	-2.6	PROPN
easat-8539	132	32	-1.2	-1.2	PROPN
easat-8539	132	33	-1.5	-1.5	PUNCT
easat-8539	132	34	-1.6	-1.6	PROPN
easat-8539	132	35	25	25	NUM
easat-8539	132	36	%	%	NOUN
easat-8539	132	37	0.0	0.0	NUM
easat-8539	132	38	-0.6	-0.6	X
easat-8539	132	39	-0.5	-0.5	X
easat-8539	132	40	-0.7	-0.7	PROPN
easat-8539	132	41	-1.1	-1.1	PROPN
easat-8539	132	42	-0.9	-0.9	NOUN
easat-8539	132	43	50	50	NUM
easat-8539	132	44	%	%	NOUN
easat-8539	132	45	0.0	0.0	NUM
easat-8539	132	46	-0.3	-0.3	PROPN
easat-8539	132	47	-0.0	-0.0	ADJ
easat-8539	132	48	-0.3	-0.3	PROPN
easat-8539	132	49	0.6	0.6	NUM
easat-8539	132	50	0.4	0.4	NUM
easat-8539	132	51	75	75	NUM
easat-8539	132	52	%	%	NOUN
easat-8539	132	53	0.0	0.0	NUM
easat-8539	132	54	0.8	0.8	NUM
easat-8539	132	55	0.7	0.7	NUM
easat-8539	132	56	0.2	0.2	NUM
easat-8539	132	57	0.8	0.8	NUM
easat-8539	132	58	0.7	0.7	NUM
easat-8539	132	59	max	max	PROPN
easat-8539	132	60	0.0	0.0	NUM
easat-8539	132	61	2.2	2.2	NUM
easat-8539	132	62	1.4	1.4	NUM
easat-8539	132	63	2.4	2.4	NUM
easat-8539	132	64	1.2	1.2	NUM
easat-8539	132	65	1.3	1.3	NUM
easat-8539	132	66	8	8	NUM
easat-8539	132	67	rows	row	NOUN
easat-8539	132	68	x	x	SYM
easat-8539	132	69	24	24	NUM
easat-8539	132	70	columns	column	NOUN
easat-8539	132	71	2.7	2.7	NUM
easat-8539	132	72	.	.	PUNCT
easat-8539	133	1	evaluation	evaluation	NOUN
easat-8539	133	2	metrics	metric	NOUN
easat-8539	133	3	several	several	ADJ
easat-8539	133	4	metrics	metric	NOUN
easat-8539	133	5	help	help	VERB
easat-8539	133	6	assess	assess	VERB
easat-8539	133	7	a	a	DET
easat-8539	133	8	model	model	NOUN
easat-8539	133	9	’s	’s	PART
easat-8539	133	10	ability	ability	NOUN
easat-8539	133	11	to	to	PART
easat-8539	133	12	correctly	correctly	ADV
easat-8539	133	13	classify	classify	VERB
easat-8539	133	14	the	the	DET
easat-8539	133	15	oo	oo	NOUN
easat-8539	133	16	into	into	ADP
easat-8539	133	17	their	their	PRON
easat-8539	133	18	respective	respective	ADJ
easat-8539	133	19	origins	origin	NOUN
easat-8539	133	20	[	[	X
easat-8539	133	21	21	21	NUM
easat-8539	133	22	]	]	PUNCT
easat-8539	133	23	.	.	PUNCT
easat-8539	134	1	accuracy	accuracy	NOUN
easat-8539	134	2	:	:	PUNCT
easat-8539	134	3	indicating	indicate	VERB
easat-8539	134	4	the	the	DET
easat-8539	134	5	number	number	NOUN
easat-8539	134	6	of	of	ADP
easat-8539	134	7	correctly	correctly	ADV
easat-8539	134	8	classified	classified	ADJ
easat-8539	134	9	instances	instance	NOUN
easat-8539	134	10	over	over	ADP
easat-8539	134	11	the	the	DET
easat-8539	134	12	total	total	ADJ
easat-8539	134	13	number	number	NOUN
easat-8539	134	14	.	.	PUNCT
easat-8539	135	1	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	PROPN
easat-8539	135	2	=	=	PUNCT
easat-8539	135	3	𝑇𝑃	𝑇𝑃	PROPN
easat-8539	135	4	+	+	CCONJ
easat-8539	135	5	𝑇𝑁	𝑇𝑁	PROPN
easat-8539	135	6	𝑇𝑃	𝑇𝑃	PROPN
easat-8539	135	7	+	+	CCONJ
easat-8539	135	8	𝑇𝑁	𝑇𝑁	PROPN
easat-8539	135	9	+	+	X
easat-8539	135	10	𝐹𝑁	𝐹𝑁	PROPN
easat-8539	135	11	+	+	CCONJ
easat-8539	135	12	𝐹𝑃	𝐹𝑃	NOUN
easat-8539	135	13	after	after	ADP
easat-8539	135	14	performing	perform	VERB
easat-8539	135	15	smote	smote	ADJ
easat-8539	136	1	,	,	PUNCT
easat-8539	136	2	our	our	PRON
easat-8539	136	3	target	target	NOUN
easat-8539	136	4	class	class	NOUN
easat-8539	136	5	achieved	achieve	VERB
easat-8539	136	6	a	a	DET
easat-8539	136	7	well	well	ADV
easat-8539	136	8	-	-	PUNCT
easat-8539	136	9	balanced	balance	VERB
easat-8539	136	10	score	score	NOUN
easat-8539	136	11	,	,	PUNCT
easat-8539	136	12	indicating	indicate	VERB
easat-8539	136	13	accuracy	accuracy	NOUN
easat-8539	136	14	—	—	PUNCT
easat-8539	136	15	a	a	DET
easat-8539	136	16	good	good	ADJ
easat-8539	136	17	metric	metric	NOUN
easat-8539	136	18	for	for	ADP
easat-8539	136	19	measuring	measure	VERB
easat-8539	136	20	how	how	SCONJ
easat-8539	136	21	often	often	ADV
easat-8539	136	22	the	the	DET
easat-8539	136	23	classifier	classifier	NOUN
easat-8539	136	24	predicts	predict	VERB
easat-8539	136	25	correctly	correctly	ADV
easat-8539	136	26	.	.	PUNCT
easat-8539	137	1	precision	precision	NOUN
easat-8539	137	2	:	:	PUNCT
easat-8539	137	3	expressing	express	VERB
easat-8539	137	4	the	the	DET
easat-8539	137	5	proportion	proportion	NOUN
easat-8539	137	6	of	of	ADP
easat-8539	137	7	positive	positive	ADJ
easat-8539	137	8	instances	instance	NOUN
easat-8539	137	9	predicted	predicted	AUX
easat-8539	137	10	,	,	PUNCT
easat-8539	137	11	predicted	predict	VERB
easat-8539	137	12	as	as	ADP
easat-8539	137	13	positive	positive	ADJ
easat-8539	137	14	.	.	PUNCT
easat-8539	138	1	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	PROPN
easat-8539	138	2	=	=	SYM
easat-8539	138	3	𝑇𝑃	𝑇𝑃	PROPN
easat-8539	138	4	𝑇𝑃	𝑇𝑃	PROPN
easat-8539	138	5	+	+	CCONJ
easat-8539	138	6	𝐹𝑃	𝐹𝑃	PROPN
easat-8539	138	7	recall	recall	VERB
easat-8539	138	8	the	the	DET
easat-8539	138	9	proportion	proportion	NOUN
easat-8539	138	10	of	of	ADP
easat-8539	138	11	current	current	ADJ
easat-8539	138	12	positive	positive	ADJ
easat-8539	138	13	instances	instance	NOUN
easat-8539	138	14	precisely	precisely	ADV
easat-8539	138	15	predicted	predict	VERB
easat-8539	138	16	as	as	ADP
easat-8539	138	17	positive	positive	ADJ
easat-8539	138	18	.	.	PUNCT
easat-8539	139	1	𝑅𝑒𝑐𝑎𝑙𝑙	𝑅𝑒𝑐𝑎𝑙𝑙	PROPN
easat-8539	139	2	=	=	SYM
easat-8539	139	3	𝑇𝑃	𝑇𝑃	PROPN
easat-8539	139	4	𝑇𝑃	𝑇𝑃	PROPN
easat-8539	139	5	+	+	CCONJ
easat-8539	139	6	𝐹𝑁	𝐹𝑁	PROPN
easat-8539	139	7	f1	f1	NOUN
easat-8539	139	8	score	score	NOUN
easat-8539	139	9	:	:	PUNCT
easat-8539	139	10	calculated	calculate	VERB
easat-8539	139	11	as	as	ADP
easat-8539	139	12	the	the	DET
easat-8539	139	13	balanced	balanced	ADJ
easat-8539	139	14	mean	mean	NOUN
easat-8539	139	15	of	of	ADP
easat-8539	139	16	recall	recall	NOUN
easat-8539	139	17	and	and	CCONJ
easat-8539	139	18	precision	precision	NOUN
easat-8539	139	19	.	.	PUNCT
easat-8539	140	1	𝐹1	𝐹1	PROPN
easat-8539	140	2	𝑠𝑐𝑜𝑟𝑒	𝑠𝑐𝑜𝑟𝑒	NOUN
easat-8539	140	3	=	=	SYM
easat-8539	140	4	2	2	NUM
easat-8539	140	5	×	×	NOUN
easat-8539	140	6	𝑅𝑒𝑐𝑎𝑙𝑙	𝑅𝑒𝑐𝑎𝑙𝑙	PROPN
easat-8539	140	7	×	×	PROPN
easat-8539	140	8	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	PROPN
easat-8539	140	9	𝑅𝑒𝑐𝑎𝑙𝑙	𝑅𝑒𝑐𝑎𝑙𝑙	PROPN
easat-8539	140	10	+	+	PROPN
easat-8539	140	11	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	PROPN
easat-8539	140	12	3	3	NUM
easat-8539	140	13	.	.	NOUN
easat-8539	140	14	results	result	NOUN
easat-8539	140	15	and	and	CCONJ
easat-8539	140	16	discussions	discussion	NOUN
easat-8539	140	17	application	application	NOUN
easat-8539	140	18	of	of	ADP
easat-8539	140	19	ml	ml	NOUN
easat-8539	140	20	models	model	NOUN
easat-8539	140	21	for	for	ADP
easat-8539	140	22	olive	olive	ADJ
easat-8539	140	23	oil	oil	NOUN
easat-8539	140	24	classification	classification	NOUN
easat-8539	140	25	based	base	VERB
easat-8539	140	26	on	on	ADP
easat-8539	140	27	chemical	chemical	ADJ
easat-8539	140	28	composition	composition	NOUN
easat-8539	140	29	has	have	AUX
easat-8539	140	30	been	be	AUX
easat-8539	140	31	successfully	successfully	ADV
easat-8539	140	32	applied	apply	VERB
easat-8539	140	33	recently	recently	ADV
easat-8539	140	34	[	[	X
easat-8539	140	35	22	22	NUM
easat-8539	140	36	]	]	SYM
easat-8539	140	37	.	.	PUNCT
easat-8539	141	1	3.1	3.1	NUM
easat-8539	141	2	.	.	PUNCT
easat-8539	142	1	feature	feature	NOUN
easat-8539	142	2	importance	importance	NOUN
easat-8539	142	3	using	use	VERB
easat-8539	142	4	random	random	ADJ
easat-8539	142	5	forest	forest	NOUN
easat-8539	142	6	the	the	DET
easat-8539	142	7	importance	importance	NOUN
easat-8539	142	8	of	of	ADP
easat-8539	142	9	features	feature	NOUN
easat-8539	142	10	for	for	ADP
easat-8539	142	11	predicting	predict	VERB
easat-8539	142	12	olive	olive	ADJ
easat-8539	142	13	oil	oil	NOUN
easat-8539	142	14	cultivar	cultivar	NOUN
easat-8539	142	15	origin	origin	NOUN
easat-8539	142	16	using	use	VERB
easat-8539	142	17	the	the	DET
easat-8539	142	18	random	random	ADJ
easat-8539	142	19	forest	forest	NOUN
easat-8539	142	20	classification	classification	NOUN
easat-8539	142	21	model	model	NOUN
easat-8539	142	22	is	be	AUX
easat-8539	142	23	presented	present	VERB
easat-8539	142	24	in	in	ADP
easat-8539	142	25	figure	figure	NOUN
easat-8539	142	26	3	3	NUM
easat-8539	142	27	.	.	PUNCT
easat-8539	143	1	the	the	DET
easat-8539	143	2	dataset	dataset	NOUN
easat-8539	143	3	comprised	comprise	VERB
easat-8539	143	4	oo	oo	NOUN
easat-8539	143	5	samples	sample	NOUN
easat-8539	143	6	from	from	ADP
easat-8539	143	7	the	the	DET
easat-8539	143	8	kalinjot	kalinjot	NOUN
easat-8539	143	9	cultivar	cultivar	NOUN
easat-8539	143	10	collected	collect	VERB
easat-8539	143	11	from	from	ADP
easat-8539	143	12	various	various	ADJ
easat-8539	143	13	regions	region	NOUN
easat-8539	143	14	in	in	ADP
easat-8539	143	15	albania	albania	PROPN
easat-8539	143	16	,	,	PUNCT
easat-8539	143	17	including	include	VERB
easat-8539	143	18	vlora	vlora	PROPN
easat-8539	143	19	,	,	PUNCT
easat-8539	143	20	berat	berat	PROPN
easat-8539	143	21	,	,	PUNCT
easat-8539	143	22	and	and	CCONJ
easat-8539	143	23	fier	fier	NOUN
easat-8539	143	24	(	(	PUNCT
easat-8539	143	25	resulting	result	VERB
easat-8539	143	26	in	in	ADP
easat-8539	143	27	three	three	NUM
easat-8539	143	28	target	target	NOUN
easat-8539	143	29	classes	class	NOUN
easat-8539	143	30	)	)	PUNCT
easat-8539	143	31	.	.	PUNCT
easat-8539	144	1	the	the	DET
easat-8539	144	2	analysis	analysis	NOUN
easat-8539	144	3	aimed	aim	VERB
easat-8539	144	4	to	to	PART
easat-8539	144	5	classify	classify	VERB
easat-8539	144	6	the	the	DET
easat-8539	144	7	kalinjot	kalinjot	NOUN
easat-8539	144	8	voo	voo	PROPN
easat-8539	144	9	,	,	PUNCT
easat-8539	144	10	utilizing	utilize	VERB
easat-8539	144	11	chemical	chemical	ADJ
easat-8539	144	12	characteristics	characteristic	NOUN
easat-8539	144	13	such	such	ADJ
easat-8539	144	14	as	as	ADP
easat-8539	144	15	fatty	fatty	NOUN
easat-8539	144	16	acid	acid	NOUN
easat-8539	144	17	(	(	PUNCT
easat-8539	144	18	fa	fa	NOUN
easat-8539	144	19	)	)	PUNCT
easat-8539	144	20	profiles	profile	NOUN
easat-8539	144	21	,	,	PUNCT
easat-8539	144	22	polyunsaturated	polyunsaturate	VERB
easat-8539	144	23	fatty	fatty	NOUN
easat-8539	144	24	acids	acid	NOUN
easat-8539	144	25	(	(	PUNCT
easat-8539	144	26	pufa	pufa	NOUN
easat-8539	144	27	)	)	PUNCT
easat-8539	144	28	,	,	PUNCT
easat-8539	144	29	monounsaturated	monounsaturate	VERB
easat-8539	144	30	fatty	fatty	NOUN
easat-8539	144	31	acids	acid	NOUN
easat-8539	144	32	(	(	PUNCT
easat-8539	144	33	mufa	mufa	NOUN
easat-8539	144	34	)	)	PUNCT
easat-8539	144	35	,	,	PUNCT
easat-8539	144	36	and	and	CCONJ
easat-8539	144	37	the	the	DET
easat-8539	144	38	18:1/18:2	18:1/18:2	PROPN
easat-8539	144	39	ratio	ratio	NOUN
easat-8539	144	40	as	as	ADP
easat-8539	144	41	input	input	NOUN
easat-8539	144	42	features	feature	NOUN
easat-8539	144	43	.	.	PUNCT
easat-8539	145	1	among	among	ADP
easat-8539	145	2	these	these	DET
easat-8539	145	3	features	feature	NOUN
easat-8539	145	4	,	,	PUNCT
easat-8539	145	5	the	the	DET
easat-8539	145	6	ratio	ratio	NOUN
easat-8539	145	7	of	of	ADP
easat-8539	145	8	18:1	18:1	NUM
easat-8539	145	9	to	to	ADP
easat-8539	145	10	18:2	18:2	NUM
easat-8539	145	11	was	be	AUX
easat-8539	145	12	identified	identify	VERB
easat-8539	145	13	as	as	ADP
easat-8539	145	14	the	the	DET
easat-8539	145	15	most	most	ADV
easat-8539	145	16	crucial	crucial	ADJ
easat-8539	145	17	in	in	ADP
easat-8539	145	18	distinguishing	distinguish	VERB
easat-8539	145	19	the	the	DET
easat-8539	145	20	kalinjot	kalinjot	NOUN
easat-8539	145	21	voo	voo	PROPN
easat-8539	145	22	.	.	PUNCT
easat-8539	146	1	the	the	DET
easat-8539	146	2	mufa	mufa	PROPN
easat-8539	146	3	group	group	PROPN
easat-8539	146	4	significantly	significantly	ADV
easat-8539	146	5	influenced	influence	VERB
easat-8539	146	6	the	the	DET
easat-8539	146	7	origin	origin	NOUN
easat-8539	146	8	of	of	ADP
easat-8539	146	9	our	our	PRON
easat-8539	146	10	target	target	NOUN
easat-8539	146	11	variable	variable	NOUN
easat-8539	146	12	,	,	PUNCT
easat-8539	146	13	indicating	indicate	VERB
easat-8539	146	14	that	that	SCONJ
easat-8539	146	15	the	the	DET
easat-8539	146	16	ratio	ratio	NOUN
easat-8539	146	17	among	among	ADP
easat-8539	146	18	fatty	fatty	NOUN
easat-8539	146	19	acid	acid	NOUN
easat-8539	146	20	(	(	PUNCT
easat-8539	146	21	fa	fa	NOUN
easat-8539	146	22	)	)	PUNCT
easat-8539	146	23	groups	group	NOUN
easat-8539	146	24	is	be	AUX
easat-8539	146	25	specific	specific	ADJ
easat-8539	146	26	to	to	ADP
easat-8539	146	27	the	the	DET
easat-8539	146	28	region	region	NOUN
easat-8539	146	29	.	.	PUNCT
easat-8539	147	1	the	the	DET
easat-8539	147	2	same	same	ADJ
easat-8539	147	3	conclusion	conclusion	NOUN
easat-8539	147	4	was	be	AUX
easat-8539	147	5	drawn	draw	VERB
easat-8539	147	6	for	for	ADP
easat-8539	147	7	the	the	DET
easat-8539	147	8	pufa	pufa	NOUN
easat-8539	147	9	and	and	CCONJ
easat-8539	147	10	sfa	sfa	NOUN
easat-8539	147	11	groups	group	NOUN
easat-8539	147	12	,	,	PUNCT
easat-8539	147	13	reflecting	reflect	VERB
easat-8539	147	14	the	the	DET
easat-8539	147	15	broader	broad	ADJ
easat-8539	147	16	fa	fa	NOUN
easat-8539	147	17	composition	composition	NOUN
easat-8539	147	18	within	within	ADP
easat-8539	147	19	the	the	DET
easat-8539	147	20	same	same	ADJ
easat-8539	147	21	cultivar	cultivar	NOUN
easat-8539	147	22	.	.	PUNCT
easat-8539	148	1	the	the	DET
easat-8539	148	2	feature	feature	NOUN
easat-8539	148	3	f14:0	f14:0	NOUN
easat-8539	148	4	and	and	CCONJ
easat-8539	148	5	specific	specific	ADJ
easat-8539	148	6	trans	tran	NOUN
easat-8539	148	7	-	-	PROPN
easat-8539	148	8	fa	fa	NOUN
easat-8539	148	9	have	have	VERB
easat-8539	148	10	the	the	DET
easat-8539	148	11	lowest	low	ADJ
easat-8539	148	12	importance	importance	NOUN
easat-8539	148	13	scores	score	NOUN
easat-8539	148	14	,	,	PUNCT
easat-8539	148	15	suggesting	suggest	VERB
easat-8539	148	16	they	they	PRON
easat-8539	148	17	contribute	contribute	VERB
easat-8539	148	18	minimally	minimally	ADV
easat-8539	148	19	to	to	ADP
easat-8539	148	20	differentiating	differentiate	VERB
easat-8539	148	21	the	the	DET
easat-8539	148	22	samples	sample	NOUN
easat-8539	148	23	based	base	VERB
easat-8539	148	24	on	on	ADP
easat-8539	148	25	geography	geography	NOUN
easat-8539	148	26	.	.	PUNCT
easat-8539	149	1	100	100	NUM
easat-8539	149	2	edelweiss	edelweiss	PROPN
easat-8539	149	3	applied	apply	VERB
easat-8539	149	4	science	science	NOUN
easat-8539	149	5	and	and	CCONJ
easat-8539	149	6	technology	technology	NOUN
easat-8539	149	7	issn	issn	PROPN
easat-8539	149	8	:	:	PUNCT
easat-8539	149	9	2576	2576	NUM
easat-8539	149	10	-	-	SYM
easat-8539	149	11	8484	8484	NUM
easat-8539	149	12	vol	vol	NOUN
easat-8539	149	13	.	.	PROPN
easat-8539	150	1	9	9	NUM
easat-8539	150	2	,	,	PUNCT
easat-8539	150	3	no	no	INTJ
easat-8539	150	4	.	.	NOUN
easat-8539	151	1	7	7	NUM
easat-8539	151	2	:	:	SYM
easat-8539	151	3	93	93	NUM
easat-8539	151	4	-	-	SYM
easat-8539	151	5	110	110	NUM
easat-8539	151	6	,	,	PUNCT
easat-8539	151	7	2025	2025	NUM
easat-8539	151	8	doi	doi	NOUN
easat-8539	151	9	:	:	PUNCT
easat-8539	151	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	151	11	©	©	PROPN
easat-8539	151	12	2025	2025	NUM
easat-8539	151	13	by	by	ADP
easat-8539	151	14	the	the	DET
easat-8539	151	15	authors	author	NOUN
easat-8539	151	16	;	;	PUNCT
easat-8539	151	17	licensee	licensee	PROPN
easat-8539	151	18	learning	learn	VERB
easat-8539	151	19	gate	gate	PROPN
easat-8539	151	20	figure	figure	NOUN
easat-8539	151	21	3	3	NUM
easat-8539	151	22	.	.	PUNCT
easat-8539	151	23	random	random	ADJ
easat-8539	151	24	forest	forest	NOUN
easat-8539	151	25	model	model	NOUN
easat-8539	151	26	and	and	CCONJ
easat-8539	151	27	feature	feature	NOUN
easat-8539	151	28	importance	importance	NOUN
easat-8539	151	29	on	on	ADP
easat-8539	151	30	the	the	DET
easat-8539	151	31	olive	olive	ADJ
easat-8539	151	32	oil	oil	NOUN
easat-8539	151	33	dataset	dataset	NOUN
easat-8539	151	34	.	.	PUNCT
easat-8539	152	1	the	the	DET
easat-8539	152	2	gini	gini	PROPN
easat-8539	152	3	impurity	impurity	NOUN
easat-8539	152	4	metric	metric	NOUN
easat-8539	152	5	assessed	assess	VERB
easat-8539	152	6	the	the	DET
easat-8539	152	7	role	role	NOUN
easat-8539	152	8	of	of	ADP
easat-8539	152	9	every	every	DET
easat-8539	152	10	feature	feature	NOUN
easat-8539	152	11	in	in	ADP
easat-8539	152	12	reducing	reduce	VERB
easat-8539	152	13	uncertainty	uncertainty	NOUN
easat-8539	152	14	during	during	ADP
easat-8539	152	15	classification	classification	NOUN
easat-8539	152	16	.	.	PUNCT
easat-8539	153	1	features	feature	NOUN
easat-8539	153	2	with	with	ADP
easat-8539	153	3	higher	high	ADJ
easat-8539	153	4	importance	importance	NOUN
easat-8539	153	5	scores	score	NOUN
easat-8539	153	6	appear	appear	VERB
easat-8539	153	7	more	more	ADV
easat-8539	153	8	frequently	frequently	ADV
easat-8539	153	9	in	in	ADP
easat-8539	153	10	decision	decision	NOUN
easat-8539	153	11	-	-	PUNCT
easat-8539	153	12	making	make	VERB
easat-8539	153	13	nodes	node	NOUN
easat-8539	153	14	within	within	ADP
easat-8539	153	15	the	the	DET
easat-8539	153	16	model	model	NOUN
easat-8539	153	17	,	,	PUNCT
easat-8539	153	18	which	which	PRON
easat-8539	153	19	is	be	AUX
easat-8539	153	20	pivotal	pivotal	ADJ
easat-8539	153	21	in	in	ADP
easat-8539	153	22	achieving	achieve	VERB
easat-8539	153	23	accurate	accurate	ADJ
easat-8539	153	24	predictions	prediction	NOUN
easat-8539	153	25	of	of	ADP
easat-8539	153	26	the	the	DET
easat-8539	153	27	olive	olive	NOUN
easat-8539	153	28	oil	oil	NOUN
easat-8539	153	29	’s	’s	PART
easat-8539	153	30	origin	origin	NOUN
easat-8539	153	31	.	.	PUNCT
easat-8539	154	1	this	this	PRON
easat-8539	154	2	highlights	highlight	VERB
easat-8539	154	3	the	the	DET
easat-8539	154	4	importance	importance	NOUN
easat-8539	154	5	of	of	ADP
easat-8539	154	6	utilizing	utilize	VERB
easat-8539	154	7	well	well	ADV
easat-8539	154	8	-	-	PUNCT
easat-8539	154	9	chosen	choose	VERB
easat-8539	154	10	chemical	chemical	NOUN
easat-8539	154	11	markers	marker	NOUN
easat-8539	154	12	to	to	PART
easat-8539	154	13	achieve	achieve	VERB
easat-8539	154	14	robust	robust	ADJ
easat-8539	154	15	classification	classification	NOUN
easat-8539	154	16	outcomes	outcome	NOUN
easat-8539	154	17	.	.	PUNCT
easat-8539	155	1	in	in	ADP
easat-8539	155	2	conclusion	conclusion	NOUN
easat-8539	155	3	,	,	PUNCT
easat-8539	155	4	the	the	DET
easat-8539	155	5	feature	feature	NOUN
easat-8539	155	6	importance	importance	NOUN
easat-8539	155	7	analysis	analysis	NOUN
easat-8539	155	8	highlights	highlight	NOUN
easat-8539	155	9	the	the	DET
easat-8539	155	10	key	key	ADJ
easat-8539	155	11	chemical	chemical	ADJ
easat-8539	155	12	indicators	indicator	NOUN
easat-8539	155	13	that	that	PRON
easat-8539	155	14	facilitate	facilitate	VERB
easat-8539	155	15	a	a	DET
easat-8539	155	16	reliable	reliable	ADJ
easat-8539	155	17	classification	classification	NOUN
easat-8539	155	18	of	of	ADP
easat-8539	155	19	kalinjot	kalinjot	PROPN
easat-8539	155	20	oo	oo	INTJ
easat-8539	155	21	based	base	VERB
easat-8539	155	22	on	on	ADP
easat-8539	155	23	their	their	PRON
easat-8539	155	24	geographical	geographical	ADJ
easat-8539	155	25	origin	origin	NOUN
easat-8539	155	26	.	.	PUNCT
easat-8539	156	1	mufa	mufa	PROPN
easat-8539	156	2	—	—	PUNCT
easat-8539	156	3	holds	hold	VERB
easat-8539	156	4	the	the	DET
easat-8539	156	5	highest	high	ADJ
easat-8539	156	6	importance	importance	NOUN
easat-8539	156	7	,	,	PUNCT
easat-8539	156	8	indicating	indicate	VERB
easat-8539	156	9	it	it	PRON
easat-8539	156	10	plays	play	VERB
easat-8539	156	11	a	a	DET
easat-8539	156	12	key	key	ADJ
easat-8539	156	13	role	role	NOUN
easat-8539	156	14	in	in	ADP
easat-8539	156	15	determining	determine	VERB
easat-8539	156	16	the	the	DET
easat-8539	156	17	origin	origin	NOUN
easat-8539	156	18	of	of	ADP
easat-8539	156	19	olive	olive	ADJ
easat-8539	156	20	oil	oil	NOUN
easat-8539	156	21	.	.	PUNCT
easat-8539	157	1	sfa	sfa	PROPN
easat-8539	157	2	(	(	PUNCT
easat-8539	157	3	saturated	saturate	VERB
easat-8539	157	4	fatty	fatty	NOUN
easat-8539	157	5	acids	acid	NOUN
easat-8539	157	6	)	)	PUNCT
easat-8539	157	7	and	and	CCONJ
easat-8539	157	8	pufa	pufa	PROPN
easat-8539	157	9	–	–	PUNCT
easat-8539	157	10	also	also	ADV
easat-8539	157	11	demonstrate	demonstrate	VERB
easat-8539	157	12	strong	strong	ADJ
easat-8539	157	13	importance	importance	NOUN
easat-8539	157	14	.	.	PUNCT
easat-8539	158	1	other	other	ADJ
easat-8539	158	2	major	major	ADJ
easat-8539	158	3	contributors	contributor	NOUN
easat-8539	158	4	include	include	VERB
easat-8539	158	5	ratios	ratio	NOUN
easat-8539	158	6	like	like	ADP
easat-8539	158	7	rat(18:1)/(18:2	rat(18:1)/(18:2	NOUN
easat-8539	158	8	)	)	PUNCT
easat-8539	158	9	and	and	CCONJ
easat-8539	158	10	fatty	fatty	NOUN
easat-8539	158	11	acids	acid	NOUN
easat-8539	158	12	such	such	ADJ
easat-8539	158	13	as	as	ADP
easat-8539	158	14	f20:2(n-6	f20:2(n-6	NOUN
easat-8539	158	15	)	)	PUNCT
easat-8539	158	16	and	and	CCONJ
easat-8539	158	17	f18:2(n-6)cis	f18:2(n-6)cis	PROPN
easat-8539	158	18	.	.	PROPN
easat-8539	158	19	3.2	3.2	NUM
easat-8539	158	20	.	.	PUNCT
easat-8539	159	1	evaluation	evaluation	NOUN
easat-8539	159	2	metrics	metric	NOUN
easat-8539	159	3	analysis	analysis	VERB
easat-8539	159	4	the	the	DET
easat-8539	159	5	evaluation	evaluation	NOUN
easat-8539	159	6	metrics	metric	NOUN
easat-8539	159	7	provide	provide	VERB
easat-8539	159	8	critical	critical	ADJ
easat-8539	159	9	insights	insight	NOUN
easat-8539	159	10	into	into	ADP
easat-8539	159	11	the	the	DET
easat-8539	159	12	strengths	strength	NOUN
easat-8539	159	13	and	and	CCONJ
easat-8539	159	14	weaknesses	weakness	NOUN
easat-8539	159	15	of	of	ADP
easat-8539	159	16	machine	machine	NOUN
easat-8539	159	17	learning	learning	NOUN
easat-8539	159	18	models	model	NOUN
easat-8539	159	19	in	in	ADP
easat-8539	159	20	predicting	predict	VERB
easat-8539	159	21	the	the	DET
easat-8539	159	22	origin	origin	NOUN
easat-8539	159	23	of	of	ADP
easat-8539	159	24	albanian	albanian	ADJ
easat-8539	159	25	mono	mono	NOUN
easat-8539	159	26	-	-	PUNCT
easat-8539	159	27	cultivar	cultivar	NOUN
easat-8539	159	28	oo	oo	NOUN
easat-8539	159	29	.	.	PUNCT
easat-8539	160	1	logistic	logistic	ADJ
easat-8539	160	2	regression	regression	NOUN
easat-8539	160	3	and	and	CCONJ
easat-8539	160	4	svc	svc	PROPN
easat-8539	160	5	demonstrated	demonstrate	VERB
easat-8539	160	6	moderate	moderate	ADJ
easat-8539	160	7	overall	overall	ADJ
easat-8539	160	8	performance	performance	NOUN
easat-8539	160	9	,	,	PUNCT
easat-8539	160	10	achieving	achieve	VERB
easat-8539	160	11	an	an	DET
easat-8539	160	12	accuracy	accuracy	NOUN
easat-8539	160	13	of	of	ADP
easat-8539	160	14	72.4	72.4	NUM
easat-8539	160	15	%	%	NOUN
easat-8539	160	16	.	.	PUNCT
easat-8539	161	1	despite	despite	SCONJ
easat-8539	161	2	these	these	DET
easat-8539	161	3	models	model	NOUN
easat-8539	161	4	show	show	VERB
easat-8539	161	5	balanced	balanced	ADJ
easat-8539	161	6	precision	precision	NOUN
easat-8539	161	7	and	and	CCONJ
easat-8539	161	8	recall	recall	NOUN
easat-8539	161	9	for	for	ADP
easat-8539	161	10	specific	specific	ADJ
easat-8539	161	11	classes	class	NOUN
easat-8539	161	12	,	,	PUNCT
easat-8539	161	13	they	they	PRON
easat-8539	161	14	struggle	struggle	VERB
easat-8539	161	15	to	to	PART
easat-8539	161	16	correctly	correctly	ADV
easat-8539	161	17	identify	identify	VERB
easat-8539	161	18	samples	sample	NOUN
easat-8539	161	19	from	from	ADP
easat-8539	161	20	vlora	vlora	NOUN
easat-8539	161	21	,	,	PUNCT
easat-8539	161	22	as	as	SCONJ
easat-8539	161	23	evidenced	evidence	VERB
easat-8539	161	24	by	by	ADP
easat-8539	161	25	low	low	ADJ
easat-8539	161	26	precision	precision	NOUN
easat-8539	161	27	and	and	CCONJ
easat-8539	161	28	recall	recall	NOUN
easat-8539	161	29	values	value	NOUN
easat-8539	161	30	for	for	ADP
easat-8539	161	31	this	this	DET
easat-8539	161	32	class	class	NOUN
easat-8539	161	33	.	.	PUNCT
easat-8539	162	1	while	while	SCONJ
easat-8539	162	2	conceptually	conceptually	ADV
easat-8539	162	3	simple	simple	ADJ
easat-8539	162	4	,	,	PUNCT
easat-8539	162	5	the	the	DET
easat-8539	162	6	knearest	knearest	NOUN
easat-8539	162	7	neighbours	neighbours	PROPN
easat-8539	162	8	algorithm	algorithm	PROPN
easat-8539	162	9	underperformed	underperform	VERB
easat-8539	162	10	with	with	ADP
easat-8539	162	11	an	an	DET
easat-8539	162	12	accuracy	accuracy	NOUN
easat-8539	162	13	of	of	ADP
easat-8539	162	14	50	50	NUM
easat-8539	162	15	%	%	NOUN
easat-8539	162	16	.	.	PUNCT
easat-8539	163	1	however	however	ADV
easat-8539	163	2	,	,	PUNCT
easat-8539	163	3	after	after	ADP
easat-8539	163	4	hyperparameter	hyperparameter	NOUN
easat-8539	163	5	tuning	tuning	NOUN
easat-8539	163	6	,	,	PUNCT
easat-8539	163	7	knn	knn	PROPN
easat-8539	163	8	performed	perform	VERB
easat-8539	163	9	better	well	ADV
easat-8539	163	10	(	(	PUNCT
easat-8539	163	11	table	table	NOUN
easat-8539	163	12	3	3	NUM
easat-8539	163	13	-	-	SYM
easat-8539	163	14	7	7	NUM
easat-8539	163	15	)	)	PUNCT
easat-8539	163	16	.	.	PUNCT
easat-8539	164	1	similarly	similarly	ADV
easat-8539	164	2	,	,	PUNCT
easat-8539	164	3	the	the	DET
easat-8539	164	4	decision	decision	NOUN
easat-8539	164	5	tree	tree	NOUN
easat-8539	164	6	model	model	NOUN
easat-8539	164	7	exhibited	exhibit	VERB
easat-8539	164	8	overfitting	overfitte	VERB
easat-8539	164	9	tendencies	tendency	NOUN
easat-8539	164	10	,	,	PUNCT
easat-8539	164	11	resulting	result	VERB
easat-8539	164	12	in	in	ADP
easat-8539	164	13	an	an	DET
easat-8539	164	14	overall	overall	ADJ
easat-8539	164	15	accuracy	accuracy	NOUN
easat-8539	164	16	of	of	ADP
easat-8539	164	17	50	50	NUM
easat-8539	164	18	%	%	NOUN
easat-8539	164	19	and	and	CCONJ
easat-8539	164	20	inconsistent	inconsistent	ADJ
easat-8539	164	21	predictions	prediction	NOUN
easat-8539	164	22	across	across	ADP
easat-8539	164	23	regions	region	NOUN
easat-8539	164	24	.	.	PUNCT
easat-8539	165	1	random	random	ADJ
easat-8539	165	2	forest	forest	NOUN
easat-8539	165	3	,	,	PUNCT
easat-8539	165	4	a	a	DET
easat-8539	165	5	more	more	ADV
easat-8539	165	6	robust	robust	ADJ
easat-8539	165	7	ensemble	ensemble	ADJ
easat-8539	165	8	method	method	NOUN
easat-8539	165	9	,	,	PUNCT
easat-8539	165	10	showed	show	VERB
easat-8539	165	11	slight	slight	ADJ
easat-8539	165	12	improvements	improvement	NOUN
easat-8539	165	13	for	for	ADP
easat-8539	165	14	specific	specific	ADJ
easat-8539	165	15	classes	class	NOUN
easat-8539	165	16	but	but	CCONJ
easat-8539	165	17	failed	fail	VERB
easat-8539	165	18	to	to	PART
easat-8539	165	19	generalize	generalize	VERB
easat-8539	165	20	effectively	effectively	ADV
easat-8539	165	21	,	,	PUNCT
easat-8539	165	22	yielding	yield	VERB
easat-8539	165	23	50	50	NUM
easat-8539	165	24	%	%	NOUN
easat-8539	165	25	accuracy	accuracy	NOUN
easat-8539	165	26	.	.	PUNCT
easat-8539	166	1	gradient	gradient	ADJ
easat-8539	166	2	boosting	boosting	NOUN
easat-8539	166	3	provided	provide	VERB
easat-8539	166	4	a	a	DET
easat-8539	166	5	more	more	ADV
easat-8539	166	6	nuanced	nuanced	ADJ
easat-8539	166	7	balance	balance	NOUN
easat-8539	166	8	in	in	ADP
easat-8539	166	9	classifying	classify	VERB
easat-8539	166	10	oils	oil	NOUN
easat-8539	166	11	.	.	PUNCT
easat-8539	167	1	however	however	ADV
easat-8539	167	2	,	,	PUNCT
easat-8539	167	3	its	its	PRON
easat-8539	167	4	overall	overall	ADJ
easat-8539	167	5	accuracy	accuracy	NOUN
easat-8539	167	6	remained	remained	AUX
easat-8539	167	7	constrained	constrain	VERB
easat-8539	167	8	by	by	ADP
easat-8539	167	9	challenges	challenge	NOUN
easat-8539	167	10	in	in	ADP
easat-8539	167	11	capturing	capture	VERB
easat-8539	167	12	the	the	DET
easat-8539	167	13	underlying	underlie	VERB
easat-8539	167	14	data	datum	NOUN
easat-8539	167	15	distribution	distribution	NOUN
easat-8539	167	16	,	,	PUNCT
easat-8539	167	17	particularly	particularly	ADV
easat-8539	167	18	for	for	ADP
easat-8539	167	19	samples	sample	NOUN
easat-8539	167	20	from	from	ADP
easat-8539	167	21	berati	berati	PROPN
easat-8539	167	22	and	and	CCONJ
easat-8539	167	23	vlora	vlora	PROPN
easat-8539	167	24	.	.	PUNCT
easat-8539	168	1	these	these	DET
easat-8539	168	2	findings	finding	NOUN
easat-8539	168	3	underline	underline	VERB
easat-8539	168	4	the	the	DET
easat-8539	168	5	limitations	limitation	NOUN
easat-8539	168	6	of	of	ADP
easat-8539	168	7	standard	standard	ADJ
easat-8539	168	8	classifiers	classifier	NOUN
easat-8539	168	9	in	in	ADP
easat-8539	168	10	101	101	NUM
easat-8539	168	11	edelweiss	edelweiss	PROPN
easat-8539	168	12	applied	apply	VERB
easat-8539	168	13	science	science	NOUN
easat-8539	168	14	and	and	CCONJ
easat-8539	168	15	technology	technology	NOUN
easat-8539	168	16	issn	issn	PROPN
easat-8539	168	17	:	:	PUNCT
easat-8539	168	18	2576	2576	NUM
easat-8539	168	19	-	-	SYM
easat-8539	168	20	8484	8484	NUM
easat-8539	168	21	vol	vol	NOUN
easat-8539	168	22	.	.	PROPN
easat-8539	169	1	9	9	NUM
easat-8539	169	2	,	,	PUNCT
easat-8539	169	3	no	no	INTJ
easat-8539	169	4	.	.	NOUN
easat-8539	170	1	7	7	NUM
easat-8539	170	2	:	:	SYM
easat-8539	170	3	93	93	NUM
easat-8539	170	4	-	-	SYM
easat-8539	170	5	110	110	NUM
easat-8539	170	6	,	,	PUNCT
easat-8539	170	7	2025	2025	NUM
easat-8539	170	8	doi	doi	NOUN
easat-8539	170	9	:	:	PUNCT
easat-8539	170	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	170	11	©	©	PROPN
easat-8539	170	12	2025	2025	NUM
easat-8539	170	13	by	by	ADP
easat-8539	170	14	the	the	DET
easat-8539	170	15	authors	author	NOUN
easat-8539	170	16	;	;	PUNCT
easat-8539	170	17	licensee	licensee	PROPN
easat-8539	170	18	learning	learning	NOUN
easat-8539	170	19	gate	gate	NOUN
easat-8539	170	20	tackling	tackle	VERB
easat-8539	170	21	regionally	regionally	ADV
easat-8539	170	22	diverse	diverse	ADJ
easat-8539	170	23	and	and	CCONJ
easat-8539	170	24	imbalanced	imbalanced	ADJ
easat-8539	170	25	datasets	dataset	NOUN
easat-8539	170	26	.	.	PUNCT
easat-8539	171	1	issaad	issaad	PROPN
easat-8539	171	2	,	,	PUNCT
easat-8539	171	3	et	et	PROPN
easat-8539	171	4	al	al	PROPN
easat-8539	171	5	.	.	PUNCT
easat-8539	172	1	[	[	X
easat-8539	172	2	23	23	NUM
easat-8539	172	3	]	]	PUNCT
easat-8539	172	4	successfully	successfully	ADV
easat-8539	172	5	demonstrated	demonstrate	VERB
easat-8539	172	6	that	that	SCONJ
easat-8539	172	7	ml	ml	NOUN
easat-8539	172	8	models	model	NOUN
easat-8539	172	9	can	can	AUX
easat-8539	172	10	distinguish	distinguish	VERB
easat-8539	172	11	the	the	DET
easat-8539	172	12	oo	oo	ADV
easat-8539	172	13	produced	produce	VERB
easat-8539	172	14	in	in	ADP
easat-8539	172	15	different	different	ADJ
easat-8539	172	16	regions	region	NOUN
easat-8539	172	17	and	and	CCONJ
easat-8539	172	18	different	different	ADJ
easat-8539	172	19	cultivars	cultivar	NOUN
easat-8539	172	20	from	from	ADP
easat-8539	172	21	algeria	algeria	PROPN
easat-8539	172	22	.	.	PUNCT
easat-8539	173	1	table	table	NOUN
easat-8539	173	2	3	3	NUM
easat-8539	173	3	.	.	PUNCT
easat-8539	173	4	classification	classification	NOUN
easat-8539	173	5	report	report	NOUN
easat-8539	173	6	on	on	ADP
easat-8539	173	7	the	the	DET
easat-8539	173	8	support	support	NOUN
easat-8539	173	9	vector	vector	NOUN
easat-8539	173	10	classifier	classifier	NOUN
easat-8539	173	11	model	model	PROPN
easat-8539	173	12	accuracy	accuracy	NOUN
easat-8539	173	13	.	.	PUNCT
easat-8539	174	1	accuracy	accuracy	NOUN
easat-8539	174	2	:	:	PUNCT
easat-8539	174	3	72.50	72.50	NUM
easat-8539	174	4	%	%	NOUN
easat-8539	174	5	precision	precision	NOUN
easat-8539	174	6	recall	recall	NOUN
easat-8539	174	7	f1	f1	NOUN
easat-8539	174	8	-	-	PUNCT
easat-8539	174	9	score	score	NOUN
easat-8539	174	10	support	support	NOUN
easat-8539	174	11	0.6	0.6	NUM
easat-8539	174	12	0.724	0.724	NUM
easat-8539	174	13	0.571	0.571	NUM
easat-8539	174	14	berati	berati	NOUN
easat-8539	174	15	0.00	0.00	NUM
easat-8539	174	16	0.00	0.00	NUM
easat-8539	174	17	0.00	0.00	NUM
easat-8539	174	18	2	2	NUM
easat-8539	174	19	fieri	fieri	NOUN
easat-8539	174	20	1.00	1.00	NUM
easat-8539	174	21	0.75	0.75	NUM
easat-8539	174	22	0.86	0.86	NUM
easat-8539	174	23	4	4	NUM
easat-8539	174	24	vlora	vlora	NOUN
easat-8539	174	25	0.40	0.40	NUM
easat-8539	174	26	1.00	1.00	NUM
easat-8539	174	27	0.57	0.57	NUM
easat-8539	174	28	2	2	NUM
easat-8539	174	29	table	table	NOUN
easat-8539	174	30	4	4	NUM
easat-8539	174	31	.	.	PUNCT
easat-8539	175	1	classification	classification	NOUN
easat-8539	175	2	report	report	NOUN
easat-8539	175	3	on	on	ADP
easat-8539	175	4	the	the	DET
easat-8539	175	5	knn	knn	PROPN
easat-8539	175	6	model	model	PROPN
easat-8539	175	7	accuracy	accuracy	PROPN
easat-8539	175	8	.	.	PUNCT
easat-8539	176	1	accuracy	accuracy	NOUN
easat-8539	176	2	:	:	PUNCT
easat-8539	176	3	50.00	50.00	NUM
easat-8539	176	4	%	%	NOUN
easat-8539	176	5	precision	precision	NOUN
easat-8539	176	6	recall	recall	NOUN
easat-8539	176	7	f1	f1	NOUN
easat-8539	176	8	-	-	PUNCT
easat-8539	176	9	score	score	NOUN
easat-8539	176	10	support	support	NOUN
easat-8539	176	11	0.5	0.5	NUM
easat-8539	176	12	0.5	0.5	NUM
easat-8539	176	13	0.467	0.467	NUM
easat-8539	176	14	berati	berati	NOUN
easat-8539	176	15	0.00	0.00	NUM
easat-8539	176	16	0.00	0.00	NUM
easat-8539	176	17	0.00	0.00	NUM
easat-8539	176	18	2	2	NUM
easat-8539	176	19	fieri	fieri	NOUN
easat-8539	176	20	0.50	0.50	NUM
easat-8539	176	21	0.75	0.75	NUM
easat-8539	176	22	0.60	0.60	NUM
easat-8539	176	23	4	4	NUM
easat-8539	176	24	vlora	vlora	NOUN
easat-8539	176	25	1.00	1.00	NUM
easat-8539	176	26	0.50	0.50	NUM
easat-8539	176	27	0.67	0.67	NUM
easat-8539	176	28	2	2	NUM
easat-8539	176	29	table	table	NOUN
easat-8539	176	30	5	5	NUM
easat-8539	176	31	.	.	PUNCT
easat-8539	177	1	classification	classification	NOUN
easat-8539	177	2	report	report	NOUN
easat-8539	177	3	on	on	ADP
easat-8539	177	4	the	the	DET
easat-8539	177	5	random	random	ADJ
easat-8539	177	6	forest	forest	NOUN
easat-8539	177	7	model	model	NOUN
easat-8539	177	8	accuracy	accuracy	NOUN
easat-8539	177	9	.	.	PUNCT
easat-8539	178	1	accuracy	accuracy	NOUN
easat-8539	178	2	:	:	PUNCT
easat-8539	178	3	72.40	72.40	NUM
easat-8539	178	4	%	%	NOUN
easat-8539	178	5	precision	precision	NOUN
easat-8539	178	6	recall	recall	NOUN
easat-8539	178	7	f1	f1	NOUN
easat-8539	178	8	-	-	PUNCT
easat-8539	178	9	score	score	NOUN
easat-8539	178	10	support	support	NOUN
easat-8539	178	11	0.625	0.625	NUM
easat-8539	178	12	0.625	0.625	NUM
easat-8539	178	13	0.625	0.625	NUM
easat-8539	178	14	berati	berati	NOUN
easat-8539	178	15	0.00	0.00	NUM
easat-8539	178	16	0.00	0.00	NUM
easat-8539	178	17	0.00	0.00	NUM
easat-8539	178	18	2	2	NUM
easat-8539	178	19	fieri	fieri	NOUN
easat-8539	178	20	0.75	0.75	NUM
easat-8539	178	21	0.75	0.75	NUM
easat-8539	178	22	0.75	0.75	NUM
easat-8539	178	23	4	4	NUM
easat-8539	178	24	vlora	vlora	NOUN
easat-8539	178	25	0.33	0.33	NUM
easat-8539	178	26	0.50	0.50	NUM
easat-8539	178	27	0.40	0.40	NUM
easat-8539	178	28	2	2	NUM
easat-8539	178	29	note	note	NOUN
easat-8539	178	30	:	:	PUNCT
easat-8539	178	31	the	the	DET
easat-8539	178	32	last	last	ADJ
easat-8539	178	33	column	column	NOUN
easat-8539	178	34	(	(	PUNCT
easat-8539	178	35	“	"	PUNCT
easat-8539	178	36	support	support	NOUN
easat-8539	178	37	”	"	PUNCT
easat-8539	178	38	)	)	PUNCT
easat-8539	178	39	provides	provide	VERB
easat-8539	178	40	the	the	DET
easat-8539	178	41	number	number	NOUN
easat-8539	178	42	of	of	ADP
easat-8539	178	43	samples	sample	NOUN
easat-8539	178	44	in	in	ADP
easat-8539	178	45	each	each	DET
easat-8539	178	46	class	class	NOUN
easat-8539	178	47	.	.	PUNCT
easat-8539	179	1	the	the	DET
easat-8539	179	2	support	support	NOUN
easat-8539	179	3	vector	vector	NOUN
easat-8539	179	4	classifier	classifier	NOUN
easat-8539	179	5	(	(	PUNCT
easat-8539	179	6	svc	svc	PROPN
easat-8539	179	7	)	)	PUNCT
easat-8539	179	8	model	model	NOUN
easat-8539	179	9	correctly	correctly	ADV
easat-8539	179	10	classifies	classify	VERB
easat-8539	179	11	oo	oo	NOUN
easat-8539	179	12	samples	sample	NOUN
easat-8539	179	13	from	from	ADP
easat-8539	179	14	fieri	fieri	PROPN
easat-8539	179	15	(	(	PUNCT
easat-8539	179	16	3	3	NUM
easat-8539	179	17	)	)	PUNCT
easat-8539	179	18	and	and	CCONJ
easat-8539	179	19	vlora	vlora	NOUN
easat-8539	179	20	(	(	PUNCT
easat-8539	179	21	2	2	NUM
easat-8539	179	22	)	)	PUNCT
easat-8539	179	23	but	but	CCONJ
easat-8539	179	24	fails	fail	VERB
easat-8539	179	25	to	to	PART
easat-8539	179	26	classify	classify	VERB
easat-8539	179	27	berat	berat	NOUN
easat-8539	179	28	samples	sample	NOUN
easat-8539	179	29	with	with	ADP
easat-8539	179	30	an	an	DET
easat-8539	179	31	accuracy	accuracy	NOUN
easat-8539	179	32	of	of	ADP
easat-8539	179	33	62.5	62.5	NUM
easat-8539	179	34	%	%	NOUN
easat-8539	179	35	.	.	PUNCT
easat-8539	180	1	the	the	DET
easat-8539	180	2	k	k	NOUN
easat-8539	180	3	-	-	PUNCT
easat-8539	180	4	nearest	near	ADJ
easat-8539	180	5	neighbors	neighbor	NOUN
easat-8539	180	6	(	(	PUNCT
easat-8539	180	7	knn	knn	PROPN
easat-8539	180	8	)	)	PUNCT
easat-8539	180	9	algorithm	algorithm	NOUN
easat-8539	180	10	correctly	correctly	ADV
easat-8539	180	11	classifies	classify	VERB
easat-8539	180	12	oo	oo	INTJ
easat-8539	180	13	from	from	ADP
easat-8539	180	14	the	the	DET
easat-8539	180	15	fier	fier	NOUN
easat-8539	180	16	region	region	NOUN
easat-8539	180	17	and	and	CCONJ
easat-8539	180	18	vlora	vlora	NOUN
easat-8539	180	19	but	but	CCONJ
easat-8539	180	20	fails	fail	VERB
easat-8539	180	21	to	to	PART
easat-8539	180	22	classify	classify	VERB
easat-8539	180	23	oo	oo	INTJ
easat-8539	180	24	from	from	ADP
easat-8539	180	25	berat	berat	PROPN
easat-8539	180	26	with	with	ADP
easat-8539	180	27	an	an	DET
easat-8539	180	28	accuracy	accuracy	NOUN
easat-8539	180	29	of	of	ADP
easat-8539	180	30	57.1	57.1	NUM
easat-8539	180	31	%	%	NOUN
easat-8539	180	32	.	.	PUNCT
easat-8539	181	1	the	the	DET
easat-8539	181	2	random	random	ADJ
easat-8539	181	3	forest	forest	NOUN
easat-8539	181	4	model	model	NOUN
easat-8539	181	5	was	be	AUX
easat-8539	181	6	the	the	DET
easat-8539	181	7	best	good	ADJ
easat-8539	181	8	performer	performer	NOUN
easat-8539	181	9	,	,	PUNCT
easat-8539	181	10	correctly	correctly	ADV
easat-8539	181	11	classifying	classify	VERB
easat-8539	181	12	oo	oo	INTJ
easat-8539	181	13	from	from	ADP
easat-8539	181	14	the	the	DET
easat-8539	181	15	fier	fier	NOUN
easat-8539	181	16	region	region	NOUN
easat-8539	181	17	and	and	CCONJ
easat-8539	181	18	vlora	vlora	NOUN
easat-8539	181	19	,	,	PUNCT
easat-8539	181	20	but	but	CCONJ
easat-8539	181	21	failed	fail	VERB
easat-8539	181	22	to	to	PART
easat-8539	181	23	classify	classify	VERB
easat-8539	181	24	oo	oo	ADV
easat-8539	181	25	originating	originate	VERB
easat-8539	181	26	from	from	ADP
easat-8539	181	27	berat	berat	PROPN
easat-8539	181	28	with	with	ADP
easat-8539	181	29	an	an	DET
easat-8539	181	30	66.7	66.7	NUM
easat-8539	181	31	%	%	NOUN
easat-8539	181	32	accuracy	accuracy	NOUN
easat-8539	181	33	.	.	PUNCT
easat-8539	182	1	3.3	3.3	NUM
easat-8539	182	2	.	.	PUNCT
easat-8539	183	1	confusion	confusion	NOUN
easat-8539	183	2	matrix	matrix	NOUN
easat-8539	183	3	analysis	analysis	NOUN
easat-8539	183	4	the	the	DET
easat-8539	183	5	confusion	confusion	NOUN
easat-8539	183	6	matrices	matrix	NOUN
easat-8539	183	7	revealed	reveal	VERB
easat-8539	183	8	key	key	ADJ
easat-8539	183	9	patterns	pattern	NOUN
easat-8539	183	10	in	in	ADP
easat-8539	183	11	the	the	DET
easat-8539	183	12	misclassification	misclassification	NOUN
easat-8539	183	13	tendencies	tendency	NOUN
easat-8539	183	14	of	of	ADP
easat-8539	183	15	the	the	DET
easat-8539	183	16	models	model	NOUN
easat-8539	183	17	,	,	PUNCT
easat-8539	183	18	shedding	shed	VERB
easat-8539	183	19	light	light	NOUN
easat-8539	183	20	on	on	ADP
easat-8539	183	21	the	the	DET
easat-8539	183	22	regional	regional	ADJ
easat-8539	183	23	separability	separability	NOUN
easat-8539	183	24	of	of	ADP
easat-8539	183	25	the	the	DET
easat-8539	183	26	oo	oo	ADJ
easat-8539	183	27	samples	sample	NOUN
easat-8539	183	28	.	.	PUNCT
easat-8539	184	1	across	across	ADP
easat-8539	184	2	most	most	ADJ
easat-8539	184	3	models	model	NOUN
easat-8539	184	4	,	,	PUNCT
easat-8539	184	5	samples	sample	NOUN
easat-8539	184	6	originating	originate	VERB
easat-8539	184	7	from	from	ADP
easat-8539	184	8	fieri	fieri	PROPN
easat-8539	184	9	were	be	AUX
easat-8539	184	10	consistently	consistently	ADV
easat-8539	184	11	classified	classify	VERB
easat-8539	184	12	with	with	ADP
easat-8539	184	13	higher	high	ADJ
easat-8539	184	14	accuracy	accuracy	NOUN
easat-8539	184	15	,	,	PUNCT
easat-8539	184	16	suggesting	suggest	VERB
easat-8539	184	17	more	more	ADV
easat-8539	184	18	distinct	distinct	ADJ
easat-8539	184	19	feature	feature	NOUN
easat-8539	184	20	patterns	pattern	NOUN
easat-8539	184	21	for	for	ADP
easat-8539	184	22	this	this	DET
easat-8539	184	23	region	region	NOUN
easat-8539	184	24	.	.	PUNCT
easat-8539	185	1	conversely	conversely	ADV
easat-8539	185	2	,	,	PUNCT
easat-8539	185	3	oo	oo	INTJ
easat-8539	185	4	samples	sample	NOUN
easat-8539	185	5	from	from	ADP
easat-8539	185	6	berati	berati	PROPN
easat-8539	185	7	and	and	CCONJ
easat-8539	185	8	vlora	vlora	NOUN
easat-8539	185	9	were	be	AUX
easat-8539	185	10	frequently	frequently	ADV
easat-8539	185	11	misclassified	misclassifie	VERB
easat-8539	185	12	,	,	PUNCT
easat-8539	185	13	indicating	indicate	VERB
easat-8539	185	14	overlapping	overlap	VERB
easat-8539	185	15	characteristics	characteristic	NOUN
easat-8539	185	16	.	.	PUNCT
easat-8539	186	1	for	for	ADP
easat-8539	186	2	example	example	NOUN
easat-8539	186	3	,	,	PUNCT
easat-8539	186	4	logistic	logistic	ADJ
easat-8539	186	5	regression	regression	NOUN
easat-8539	186	6	and	and	CCONJ
easat-8539	186	7	svc	svc	PROPN
easat-8539	186	8	exhibited	exhibit	VERB
easat-8539	186	9	significant	significant	ADJ
easat-8539	186	10	confusion	confusion	NOUN
easat-8539	186	11	in	in	ADP
easat-8539	186	12	differentiating	differentiate	VERB
easat-8539	186	13	oo	oo	NOUN
easat-8539	186	14	samples	sample	NOUN
easat-8539	186	15	from	from	ADP
easat-8539	186	16	the	the	DET
easat-8539	186	17	vlora	vlora	NOUN
easat-8539	186	18	,	,	PUNCT
easat-8539	186	19	often	often	ADV
easat-8539	186	20	misclassifying	misclassifye	VERB
easat-8539	186	21	them	they	PRON
easat-8539	186	22	as	as	ADP
easat-8539	186	23	belonging	belong	VERB
easat-8539	186	24	to	to	ADP
easat-8539	186	25	fieri	fieri	PROPN
easat-8539	186	26	.	.	PUNCT
easat-8539	187	1	gradient	gradient	ADJ
easat-8539	187	2	boosting	boosting	NOUN
easat-8539	187	3	showed	show	VERB
easat-8539	187	4	marginal	marginal	ADJ
easat-8539	187	5	improvement	improvement	NOUN
easat-8539	187	6	in	in	ADP
easat-8539	187	7	class	class	NOUN
easat-8539	187	8	distribution	distribution	NOUN
easat-8539	187	9	but	but	CCONJ
easat-8539	187	10	struggled	struggle	VERB
easat-8539	187	11	with	with	ADP
easat-8539	187	12	borderline	borderline	NOUN
easat-8539	187	13	cases	case	NOUN
easat-8539	187	14	between	between	ADP
easat-8539	187	15	berati	berati	PROPN
easat-8539	187	16	and	and	CCONJ
easat-8539	187	17	fieri	fieri	PROPN
easat-8539	187	18	.	.	PUNCT
easat-8539	188	1	despite	despite	SCONJ
easat-8539	188	2	its	its	PRON
easat-8539	188	3	ensemble	ensemble	ADJ
easat-8539	188	4	nature	nature	NOUN
easat-8539	188	5	,	,	PUNCT
easat-8539	188	6	random	random	ADJ
easat-8539	188	7	forest	forest	NOUN
easat-8539	188	8	demonstrated	demonstrate	VERB
easat-8539	188	9	similar	similar	ADJ
easat-8539	188	10	biases	bias	NOUN
easat-8539	188	11	to	to	ADP
easat-8539	188	12	the	the	DET
easat-8539	188	13	individual	individual	ADJ
easat-8539	188	14	decision	decision	NOUN
easat-8539	188	15	tree	tree	NOUN
easat-8539	188	16	model	model	NOUN
easat-8539	188	17	,	,	PUNCT
easat-8539	188	18	particularly	particularly	ADV
easat-8539	188	19	in	in	ADP
easat-8539	188	20	under	under	ADP
easat-8539	188	21	classifying	classify	VERB
easat-8539	188	22	vlora	vlora	NOUN
easat-8539	188	23	samples	sample	NOUN
easat-8539	188	24	.	.	PUNCT
easat-8539	189	1	102	102	NUM
easat-8539	189	2	edelweiss	edelweiss	PROPN
easat-8539	189	3	applied	apply	VERB
easat-8539	189	4	science	science	NOUN
easat-8539	189	5	and	and	CCONJ
easat-8539	189	6	technology	technology	NOUN
easat-8539	189	7	issn	issn	PROPN
easat-8539	189	8	:	:	PUNCT
easat-8539	189	9	2576	2576	NUM
easat-8539	189	10	-	-	SYM
easat-8539	189	11	8484	8484	NUM
easat-8539	189	12	vol	vol	NOUN
easat-8539	189	13	.	.	PROPN
easat-8539	190	1	9	9	NUM
easat-8539	190	2	,	,	PUNCT
easat-8539	190	3	no	no	INTJ
easat-8539	190	4	.	.	NOUN
easat-8539	191	1	7	7	NUM
easat-8539	191	2	:	:	SYM
easat-8539	191	3	93	93	NUM
easat-8539	191	4	-	-	SYM
easat-8539	191	5	110	110	NUM
easat-8539	191	6	,	,	PUNCT
easat-8539	191	7	2025	2025	NUM
easat-8539	191	8	doi	doi	NOUN
easat-8539	191	9	:	:	PUNCT
easat-8539	191	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	191	11	©	©	PROPN
easat-8539	191	12	2025	2025	NUM
easat-8539	191	13	by	by	ADP
easat-8539	191	14	the	the	DET
easat-8539	191	15	authors	author	NOUN
easat-8539	191	16	;	;	PUNCT
easat-8539	191	17	licensee	licensee	PROPN
easat-8539	191	18	learning	learn	VERB
easat-8539	191	19	gate	gate	NOUN
easat-8539	191	20	figure	figure	NOUN
easat-8539	191	21	4	4	NUM
easat-8539	191	22	.	.	PUNCT
easat-8539	191	23	visualization	visualization	NOUN
easat-8539	191	24	of	of	ADP
easat-8539	191	25	confusion	confusion	NOUN
easat-8539	191	26	matrices	matrix	NOUN
easat-8539	191	27	created	create	VERB
easat-8539	191	28	using	use	VERB
easat-8539	191	29	the	the	DET
easat-8539	191	30	confusion	confusion	NOUN
easat-8539	191	31	matrix	matrix	NOUN
easat-8539	191	32	display	display	NOUN
easat-8539	191	33	class	class	NOUN
easat-8539	191	34	from	from	ADP
easat-8539	191	35	the	the	DET
easat-8539	191	36	sklearn	sklearn	ADJ
easat-8539	191	37	—	—	PUNCT
easat-8539	191	38	metrics	metric	NOUN
easat-8539	191	39	library	library	NOUN
easat-8539	191	40	.	.	PUNCT
easat-8539	192	1	since	since	SCONJ
easat-8539	192	2	our	our	PRON
easat-8539	192	3	dataset	dataset	NOUN
easat-8539	192	4	is	be	AUX
easat-8539	192	5	small	small	ADJ
easat-8539	192	6	,	,	PUNCT
easat-8539	192	7	consisting	consist	VERB
easat-8539	192	8	of	of	ADP
easat-8539	192	9	only	only	ADV
easat-8539	192	10	thirty	thirty	NUM
easat-8539	192	11	-	-	PUNCT
easat-8539	192	12	four	four	NUM
easat-8539	192	13	instances	instance	NOUN
easat-8539	192	14	,	,	PUNCT
easat-8539	192	15	the	the	DET
easat-8539	192	16	observed	observe	VERB
easat-8539	192	17	trends	trend	NOUN
easat-8539	192	18	reflect	reflect	VERB
easat-8539	192	19	the	the	DET
easat-8539	192	20	dataset	dataset	NOUN
easat-8539	192	21	’s	’s	PART
easat-8539	192	22	complexity	complexity	NOUN
easat-8539	192	23	and	and	CCONJ
easat-8539	192	24	the	the	DET
easat-8539	192	25	limitations	limitation	NOUN
easat-8539	192	26	of	of	ADP
easat-8539	192	27	training	training	NOUN
easat-8539	192	28	on	on	ADP
easat-8539	192	29	such	such	ADJ
easat-8539	192	30	as	as	ADP
easat-8539	192	31	the	the	DET
easat-8539	192	32	small	small	ADJ
easat-8539	192	33	sample	sample	NOUN
easat-8539	192	34	size	size	NOUN
easat-8539	192	35	.	.	PUNCT
easat-8539	193	1	this	this	PRON
easat-8539	193	2	highlights	highlight	VERB
easat-8539	193	3	the	the	DET
easat-8539	193	4	importance	importance	NOUN
easat-8539	193	5	of	of	ADP
easat-8539	193	6	adopting	adopt	VERB
easat-8539	193	7	advanced	advanced	ADJ
easat-8539	193	8	pre	pre	ADJ
easat-8539	193	9	-	-	ADJ
easat-8539	193	10	processing	processing	ADJ
easat-8539	193	11	techniques	technique	NOUN
easat-8539	193	12	,	,	PUNCT
easat-8539	193	13	in	in	ADP
easat-8539	193	14	addition	addition	NOUN
easat-8539	193	15	to	to	PART
easat-8539	193	16	feature	feature	VERB
easat-8539	193	17	scaling	scaling	NOUN
easat-8539	193	18	,	,	PUNCT
easat-8539	193	19	such	such	ADJ
easat-8539	193	20	as	as	ADP
easat-8539	193	21	dimensionality	dimensionality	NOUN
easat-8539	193	22	reduction	reduction	NOUN
easat-8539	193	23	or	or	CCONJ
easat-8539	193	24	to	to	PART
easat-8539	193	25	improve	improve	VERB
easat-8539	193	26	class	class	NOUN
easat-8539	193	27	separability	separability	NOUN
easat-8539	193	28	and	and	CCONJ
easat-8539	193	29	enhance	enhance	VERB
easat-8539	193	30	model	model	NOUN
easat-8539	193	31	performance	performance	NOUN
easat-8539	193	32	.	.	PUNCT
easat-8539	194	1	to	to	PART
easat-8539	194	2	achieve	achieve	VERB
easat-8539	194	3	more	more	ADV
easat-8539	194	4	excellent	excellent	ADJ
easat-8539	194	5	predictive	predictive	ADJ
easat-8539	194	6	reliability	reliability	NOUN
easat-8539	194	7	,	,	PUNCT
easat-8539	194	8	future	future	ADJ
easat-8539	194	9	work	work	NOUN
easat-8539	194	10	should	should	AUX
easat-8539	194	11	explore	explore	VERB
easat-8539	194	12	more	more	ADV
easat-8539	194	13	sophisticated	sophisticated	ADJ
easat-8539	194	14	algorithms	algorithm	NOUN
easat-8539	194	15	and	and	CCONJ
easat-8539	194	16	consider	consider	VERB
easat-8539	194	17	collecting	collect	VERB
easat-8539	194	18	a	a	DET
easat-8539	194	19	larger	large	ADJ
easat-8539	194	20	,	,	PUNCT
easat-8539	194	21	more	more	ADV
easat-8539	194	22	representative	representative	ADJ
easat-8539	194	23	dataset	dataset	NOUN
easat-8539	194	24	to	to	PART
easat-8539	194	25	capture	capture	VERB
easat-8539	194	26	the	the	DET
easat-8539	194	27	full	full	ADJ
easat-8539	194	28	variability	variability	NOUN
easat-8539	194	29	of	of	ADP
easat-8539	194	30	the	the	DET
easat-8539	194	31	features	feature	NOUN
easat-8539	194	32	.	.	PUNCT
easat-8539	195	1	however	however	ADV
easat-8539	195	2	,	,	PUNCT
easat-8539	195	3	the	the	DET
easat-8539	195	4	confusion	confusion	NOUN
easat-8539	195	5	matrices	matrix	NOUN
easat-8539	195	6	and	and	CCONJ
easat-8539	195	7	model	model	NOUN
easat-8539	195	8	comparisons	comparison	NOUN
easat-8539	195	9	concluded	conclude	VERB
easat-8539	195	10	that	that	SCONJ
easat-8539	195	11	each	each	DET
easat-8539	195	12	confusion	confusion	NOUN
easat-8539	195	13	matrix	matrix	NOUN
easat-8539	195	14	provides	provide	VERB
easat-8539	195	15	a	a	DET
easat-8539	195	16	visual	visual	ADJ
easat-8539	195	17	breakdown	breakdown	NOUN
easat-8539	195	18	of	of	ADP
easat-8539	195	19	how	how	SCONJ
easat-8539	195	20	each	each	DET
easat-8539	195	21	classification	classification	NOUN
easat-8539	195	22	model	model	NOUN
easat-8539	195	23	performed	perform	VERB
easat-8539	195	24	on	on	ADP
easat-8539	195	25	three	three	NUM
easat-8539	195	26	olive	olive	ADJ
easat-8539	195	27	oil	oil	NOUN
easat-8539	195	28	origin	origin	NOUN
easat-8539	195	29	labels	label	NOUN
easat-8539	195	30	:	:	PUNCT
easat-8539	195	31	berat	berat	NOUN
easat-8539	195	32	,	,	PUNCT
easat-8539	195	33	fier	fier	NOUN
easat-8539	195	34	,	,	PUNCT
easat-8539	195	35	and	and	CCONJ
easat-8539	195	36	vlora	vlora	NOUN
easat-8539	195	37	.	.	PUNCT
easat-8539	196	1	3.4	3.4	NUM
easat-8539	196	2	.	.	PUNCT
easat-8539	196	3	hyperparameter	hyperparameter	NOUN
easat-8539	196	4	tuning	tune	VERB
easat-8539	196	5	for	for	ADP
easat-8539	196	6	the	the	DET
easat-8539	196	7	k	k	NOUN
easat-8539	196	8	-	-	PUNCT
easat-8539	196	9	nearest	near	ADJ
easat-8539	196	10	neighbor	neighbor	NOUN
easat-8539	196	11	classifier	classifier	NOUN
easat-8539	196	12	the	the	DET
easat-8539	196	13	hyperparameters	hyperparameter	NOUN
easat-8539	196	14	of	of	ADP
easat-8539	196	15	different	different	ADJ
easat-8539	196	16	models	model	NOUN
easat-8539	196	17	were	be	AUX
easat-8539	196	18	tuned	tune	VERB
easat-8539	196	19	to	to	PART
easat-8539	196	20	optimize	optimize	VERB
easat-8539	196	21	their	their	PRON
easat-8539	196	22	performance	performance	NOUN
easat-8539	196	23	.	.	PUNCT
easat-8539	197	1	precisely	precisely	ADV
easat-8539	197	2	,	,	PUNCT
easat-8539	197	3	for	for	ADP
easat-8539	197	4	logistic	logistic	ADJ
easat-8539	197	5	regression	regression	NOUN
easat-8539	197	6	,	,	PUNCT
easat-8539	197	7	the	the	DET
easat-8539	197	8	regularization	regularization	NOUN
easat-8539	197	9	strength	strength	NOUN
easat-8539	197	10	of	of	ADP
easat-8539	197	11	the	the	DET
easat-8539	197	12	support	support	NOUN
easat-8539	197	13	vector	vector	NOUN
easat-8539	197	14	machines	machine	NOUN
easat-8539	197	15	(	(	PUNCT
easat-8539	197	16	svm	svm	PROPN
easat-8539	197	17	)	)	PUNCT
easat-8539	197	18	,	,	PUNCT
easat-8539	197	19	the	the	DET
easat-8539	197	20	penalty	penalty	NOUN
easat-8539	197	21	parameter	parameter	NOUN
easat-8539	197	22	c	c	NOUN
easat-8539	197	23	;	;	PUNCT
easat-8539	197	24	in	in	ADP
easat-8539	197	25	the	the	DET
easat-8539	197	26	decision	decision	NOUN
easat-8539	197	27	tree	tree	NOUN
easat-8539	197	28	model	model	NOUN
easat-8539	197	29	,	,	PUNCT
easat-8539	197	30	the	the	DET
easat-8539	197	31	maximum	maximum	ADJ
easat-8539	197	32	depth	depth	NOUN
easat-8539	197	33	,	,	PUNCT
easat-8539	197	34	and	and	CCONJ
easat-8539	197	35	minimum	minimum	NOUN
easat-8539	197	36	samples	sample	NOUN
easat-8539	197	37	per	per	ADP
easat-8539	197	38	split	split	NOUN
easat-8539	197	39	;	;	PUNCT
easat-8539	197	40	while	while	SCONJ
easat-8539	197	41	in	in	ADP
easat-8539	197	42	the	the	DET
easat-8539	197	43	random	random	ADJ
easat-8539	197	44	forest	forest	NOUN
easat-8539	197	45	,	,	PUNCT
easat-8539	197	46	the	the	DET
easat-8539	197	47	number	number	NOUN
easat-8539	197	48	of	of	ADP
easat-8539	197	49	estimators	estimator	NOUN
easat-8539	197	50	and	and	CCONJ
easat-8539	197	51	maximum	maximum	ADJ
easat-8539	197	52	features	feature	NOUN
easat-8539	197	53	.	.	PUNCT
easat-8539	198	1	in	in	ADP
easat-8539	198	2	the	the	DET
easat-8539	198	3	post	post	ADJ
easat-8539	198	4	-	-	ADJ
easat-8539	198	5	tuning	tuning	ADJ
easat-8539	198	6	evaluation	evaluation	NOUN
easat-8539	198	7	of	of	ADP
easat-8539	198	8	ml	ml	NOUN
easat-8539	198	9	models	model	NOUN
easat-8539	198	10	,	,	PUNCT
easat-8539	198	11	it	it	PRON
easat-8539	198	12	was	be	AUX
easat-8539	198	13	observed	observe	VERB
easat-8539	198	14	that	that	SCONJ
easat-8539	198	15	the	the	DET
easat-8539	198	16	knn	knn	PROPN
easat-8539	198	17	algorithm	algorithm	PROPN
easat-8539	198	18	,	,	PUNCT
easat-8539	198	19	with	with	ADP
easat-8539	198	20	its	its	PRON
easat-8539	198	21	optimized	optimize	VERB
easat-8539	198	22	hyperparameters	hyperparameter	NOUN
easat-8539	198	23	,	,	PUNCT
easat-8539	198	24	performed	perform	VERB
easat-8539	198	25	better	well	ADV
easat-8539	198	26	than	than	ADP
easat-8539	198	27	the	the	DET
easat-8539	198	28	other	other	ADJ
easat-8539	198	29	models	model	NOUN
easat-8539	198	30	(	(	PUNCT
easat-8539	198	31	www.geeksforgeeks.org/knearest-neighbours	www.geeksforgeeks.org/knearest-neighbours	PROPN
easat-8539	198	32	)	)	PUNCT
easat-8539	198	33	.	.	PUNCT
easat-8539	199	1	the	the	DET
easat-8539	199	2	euclidean	euclidean	ADJ
easat-8539	199	3	distance	distance	NOUN
easat-8539	199	4	between	between	ADP
easat-8539	199	5	two	two	NUM
easat-8539	199	6	points	point	NOUN
easat-8539	199	7	in	in	ADP
easat-8539	199	8	the	the	DET
easat-8539	199	9	hyperplane	hyperplane	NOUN
easat-8539	199	10	was	be	AUX
easat-8539	199	11	used	use	VERB
easat-8539	199	12	to	to	PART
easat-8539	199	13	estimate	estimate	VERB
easat-8539	199	14	the	the	DET
easat-8539	199	15	k	k	PROPN
easat-8539	199	16	-	-	PUNCT
easat-8539	199	17	nn	nn	PROPN
easat-8539	199	18	for	for	ADP
easat-8539	199	19	a	a	DET
easat-8539	199	20	given	give	VERB
easat-8539	199	21	data	data	NOUN
easat-8539	199	22	point	point	NOUN
easat-8539	199	23	.	.	PUNCT
easat-8539	200	1	this	this	DET
easat-8539	200	2	metric	metric	NOUN
easat-8539	200	3	,	,	PUNCT
easat-8539	200	4	along	along	ADP
easat-8539	200	5	with	with	ADP
easat-8539	200	6	manhattan	manhattan	PROPN
easat-8539	200	7	distance	distance	NOUN
easat-8539	200	8	,	,	PUNCT
easat-8539	200	9	is	be	AUX
easat-8539	200	10	a	a	DET
easat-8539	200	11	particular	particular	ADJ
easat-8539	200	12	case	case	NOUN
easat-8539	200	13	of	of	ADP
easat-8539	200	14	minkowski	minkowski	ADJ
easat-8539	200	15	distance	distance	NOUN
easat-8539	200	16	:	:	PUNCT
easat-8539	200	17	𝑑(𝑥	𝑑(𝑥	PROPN
easat-8539	200	18	,	,	PUNCT
easat-8539	200	19	𝑦	𝑦	X
easat-8539	200	20	)	)	PUNCT
easat-8539	200	21	=	=	PUNCT
easat-8539	200	22	(	(	PUNCT
easat-8539	200	23	∑(𝑥𝑖	∑(𝑥𝑖	VERB
easat-8539	200	24	−	−	PROPN
easat-8539	200	25	𝑦𝑖)𝑝	𝑦𝑖)𝑝	PROPN
easat-8539	200	26	𝑛	𝑛	PRON
easat-8539	200	27	𝑖=1	𝑖=1	PROPN
easat-8539	200	28	)	)	PUNCT
easat-8539	200	29	1	1	NUM
easat-8539	200	30	𝑝	𝑝	NOUN
easat-8539	200	31	setting	set	VERB
easat-8539	200	32	the	the	DET
easat-8539	200	33	minkowski	minkowski	ADJ
easat-8539	200	34	metric	metric	NOUN
easat-8539	200	35	(	(	PUNCT
easat-8539	200	36	p	p	NOUN
easat-8539	200	37	)	)	PUNCT
easat-8539	200	38	to	to	ADP
easat-8539	200	39	2	2	NUM
easat-8539	200	40	produced	produce	VERB
easat-8539	200	41	the	the	DET
easat-8539	200	42	euclidean	euclidean	ADJ
easat-8539	200	43	distance	distance	NOUN
easat-8539	200	44	.	.	PUNCT
easat-8539	201	1	according	accord	VERB
easat-8539	201	2	to	to	ADP
easat-8539	201	3	scikit	scikit	NOUN
easat-8539	201	4	-	-	PUNCT
easat-8539	201	5	learn	learn	VERB
easat-8539	201	6	,	,	PUNCT
easat-8539	201	7	the	the	DET
easat-8539	201	8	value	value	NOUN
easat-8539	201	9	of	of	ADP
easat-8539	201	10	the	the	DET
easat-8539	201	11	other	other	ADJ
easat-8539	201	12	main	main	ADJ
easat-8539	201	13	knn	knn	NOUN
easat-8539	201	14	hyperparameter	hyperparameter	NOUN
easat-8539	201	15	(	(	PUNCT
easat-8539	201	16	the	the	DET
easat-8539	201	17	number	number	NOUN
easat-8539	201	18	of	of	ADP
easat-8539	201	19	k	k	PROPN
easat-8539	201	20	neighbors	neighbor	NOUN
easat-8539	201	21	)	)	PUNCT
easat-8539	201	22	was	be	AUX
easat-8539	201	23	set	set	VERB
easat-8539	201	24	to	to	ADP
easat-8539	201	25	5	5	NUM
easat-8539	201	26	by	by	ADP
easat-8539	201	27	default	default	NOUN
easat-8539	201	28	(	(	PUNCT
easat-8539	201	29	table	table	NOUN
easat-8539	201	30	8)	8)	NUM
easat-8539	201	31	.	.	PUNCT
easat-8539	202	1	experiments	experiment	NOUN
easat-8539	202	2	with	with	ADP
easat-8539	202	3	k	k	PROPN
easat-8539	202	4	values	value	NOUN
easat-8539	202	5	ranging	range	VERB
easat-8539	202	6	from	from	ADP
easat-8539	202	7	1	1	NUM
easat-8539	202	8	to	to	PART
easat-8539	202	9	28	28	NUM
easat-8539	202	10	determined	determine	VERB
easat-8539	202	11	the	the	DET
easat-8539	202	12	optimal	optimal	ADJ
easat-8539	202	13	k	k	PROPN
easat-8539	202	14	value	value	NOUN
easat-8539	202	15	to	to	PART
easat-8539	202	16	be	be	AUX
easat-8539	202	17	4	4	NUM
easat-8539	202	18	,	,	PUNCT
easat-8539	202	19	with	with	ADP
easat-8539	202	20	an	an	DET
easat-8539	202	21	accuracy	accuracy	NOUN
easat-8539	202	22	of	of	ADP
easat-8539	202	23	72.4	72.4	NUM
easat-8539	202	24	%	%	NOUN
easat-8539	202	25	(	(	PUNCT
easat-8539	202	26	figures	figure	NOUN
easat-8539	202	27	5	5	NUM
easat-8539	202	28	and	and	CCONJ
easat-8539	202	29	6	6	NUM
easat-8539	202	30	)	)	PUNCT
easat-8539	202	31	.	.	PUNCT
easat-8539	203	1	table	table	NOUN
easat-8539	203	2	6	6	NUM
easat-8539	203	3	.	.	PUNCT
easat-8539	204	1	the	the	DET
easat-8539	204	2	k	k	NOUN
easat-8539	204	3	-	-	PUNCT
easat-8539	204	4	nearest	near	ADJ
easat-8539	204	5	neighbor	neighbor	NOUN
easat-8539	204	6	training	training	NOUN
easat-8539	204	7	and	and	CCONJ
easat-8539	204	8	testing	testing	NOUN
easat-8539	204	9	accuracy	accuracy	NOUN
easat-8539	204	10	.	.	PUNCT
easat-8539	205	1	value	value	NOUN
easat-8539	205	2	of	of	ADP
easat-8539	205	3	k	k	PROPN
easat-8539	205	4	1	1	NUM
easat-8539	205	5	2	2	NUM
easat-8539	205	6	3	3	NUM
easat-8539	205	7	4	4	NUM
easat-8539	205	8	5	5	NUM
easat-8539	205	9	6	6	NUM
easat-8539	205	10	7	7	NUM
easat-8539	205	11	8	8	NUM
easat-8539	205	12	9	9	NUM
easat-8539	205	13	10	10	NUM
easat-8539	205	14	11	11	NUM
easat-8539	205	15	12	12	NUM
easat-8539	205	16	13	13	NUM
easat-8539	205	17	14	14	NUM
easat-8539	205	18	15	15	NUM
easat-8539	205	19	accuracy	accuracy	NOUN
easat-8539	205	20	0.5	0.5	NUM
easat-8539	205	21	0.375	0.375	NUM
easat-8539	205	22	0.5	0.5	NUM
easat-8539	205	23	0.724	0.724	NUM
easat-8539	205	24	0.5	0.5	NUM
easat-8539	205	25	0.5	0.5	NUM
easat-8539	205	26	0.5	0.5	NUM
easat-8539	205	27	0.625	0.625	NUM
easat-8539	205	28	0.375	0.375	NUM
easat-8539	205	29	0.375	0.375	NUM
easat-8539	205	30	0.375	0.375	NUM
easat-8539	205	31	0.125	0.125	NUM
easat-8539	205	32	0.125	0.125	NUM
easat-8539	205	33	0.125	0.125	NUM
easat-8539	205	34	0.25	0.25	NUM
easat-8539	205	35	103	103	NUM
easat-8539	205	36	edelweiss	edelweiss	PROPN
easat-8539	205	37	applied	apply	VERB
easat-8539	205	38	science	science	NOUN
easat-8539	205	39	and	and	CCONJ
easat-8539	205	40	technology	technology	NOUN
easat-8539	205	41	issn	issn	PROPN
easat-8539	205	42	:	:	PUNCT
easat-8539	205	43	2576	2576	NUM
easat-8539	205	44	-	-	SYM
easat-8539	205	45	8484	8484	NUM
easat-8539	205	46	vol	vol	NOUN
easat-8539	205	47	.	.	PROPN
easat-8539	206	1	9	9	NUM
easat-8539	206	2	,	,	PUNCT
easat-8539	206	3	no	no	INTJ
easat-8539	206	4	.	.	NOUN
easat-8539	207	1	7	7	NUM
easat-8539	207	2	:	:	SYM
easat-8539	207	3	93	93	NUM
easat-8539	207	4	-	-	SYM
easat-8539	207	5	110	110	NUM
easat-8539	207	6	,	,	PUNCT
easat-8539	207	7	2025	2025	NUM
easat-8539	207	8	doi	doi	NOUN
easat-8539	207	9	:	:	PUNCT
easat-8539	207	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	207	11	©	©	PROPN
easat-8539	207	12	2025	2025	NUM
easat-8539	207	13	by	by	ADP
easat-8539	207	14	the	the	DET
easat-8539	207	15	authors	author	NOUN
easat-8539	207	16	;	;	PUNCT
easat-8539	207	17	licensee	licensee	PROPN
easat-8539	207	18	learning	learn	VERB
easat-8539	207	19	gate	gate	PROPN
easat-8539	207	20	figure	figure	NOUN
easat-8539	207	21	5	5	NUM
easat-8539	207	22	.	.	PUNCT
easat-8539	208	1	the	the	DET
easat-8539	208	2	k	k	NOUN
easat-8539	208	3	-	-	PUNCT
easat-8539	208	4	nearest	near	ADJ
easat-8539	208	5	neighbor	neighbor	NOUN
easat-8539	208	6	value	value	NOUN
easat-8539	208	7	and	and	CCONJ
easat-8539	208	8	its	its	PRON
easat-8539	208	9	corresponding	corresponding	ADJ
easat-8539	208	10	accuracy	accuracy	NOUN
easat-8539	208	11	.	.	PUNCT
easat-8539	209	1	a	a	DET
easat-8539	209	2	second	second	ADJ
easat-8539	209	3	method	method	NOUN
easat-8539	209	4	for	for	ADP
easat-8539	209	5	estimating	estimate	VERB
easat-8539	209	6	the	the	DET
easat-8539	209	7	optimal	optimal	ADJ
easat-8539	209	8	value	value	NOUN
easat-8539	209	9	of	of	ADP
easat-8539	209	10	k	k	PROPN
easat-8539	209	11	is	be	AUX
easat-8539	209	12	to	to	PART
easat-8539	209	13	use	use	VERB
easat-8539	209	14	the	the	DET
easat-8539	209	15	error	error	NOUN
easat-8539	209	16	rate	rate	NOUN
easat-8539	209	17	chart	chart	NOUN
easat-8539	209	18	for	for	ADP
easat-8539	209	19	k	k	PROPN
easat-8539	209	20	values	value	NOUN
easat-8539	209	21	within	within	ADP
easat-8539	209	22	the	the	DET
easat-8539	209	23	specified	specified	ADJ
easat-8539	209	24	range	range	NOUN
easat-8539	209	25	(	(	PUNCT
easat-8539	209	26	figure	figure	NOUN
easat-8539	209	27	6	6	NUM
easat-8539	209	28	)	)	PUNCT
easat-8539	209	29	.	.	PUNCT
easat-8539	210	1	the	the	DET
easat-8539	210	2	value	value	NOUN
easat-8539	210	3	k	k	PROPN
easat-8539	210	4	=	=	SYM
easat-8539	210	5	4	4	NUM
easat-8539	210	6	represents	represent	VERB
easat-8539	210	7	the	the	DET
easat-8539	210	8	lowest	low	ADJ
easat-8539	210	9	point	point	NOUN
easat-8539	210	10	(	(	PUNCT
easat-8539	210	11	error	error	NOUN
easat-8539	210	12	)	)	PUNCT
easat-8539	210	13	,	,	PUNCT
easat-8539	210	14	indicating	indicate	VERB
easat-8539	210	15	the	the	DET
easat-8539	210	16	optimal	optimal	ADJ
easat-8539	210	17	value	value	NOUN
easat-8539	210	18	.	.	PUNCT
easat-8539	211	1	figure	figure	NOUN
easat-8539	211	2	6	6	NUM
easat-8539	211	3	.	.	PUNCT
easat-8539	212	1	the	the	DET
easat-8539	212	2	k	k	NOUN
easat-8539	212	3	-	-	PUNCT
easat-8539	212	4	nearest	near	ADJ
easat-8539	212	5	neighbor	neighbor	NOUN
easat-8539	212	6	value	value	NOUN
easat-8539	212	7	and	and	CCONJ
easat-8539	212	8	its	its	PRON
easat-8539	212	9	corresponding	corresponding	ADJ
easat-8539	212	10	error	error	NOUN
easat-8539	212	11	rate	rate	NOUN
easat-8539	212	12	.	.	PUNCT
easat-8539	213	1	the	the	DET
easat-8539	213	2	hyperparameter	hyperparameter	NOUN
easat-8539	213	3	tuning	tune	VERB
easat-8539	213	4	plots	plot	NOUN
easat-8539	213	5	in	in	ADP
easat-8539	213	6	knn	knn	PROPN
easat-8539	213	7	(	(	PUNCT
easat-8539	213	8	k	k	NOUN
easat-8539	213	9	-	-	PUNCT
easat-8539	213	10	value	value	NOUN
easat-8539	213	11	)	)	PUNCT
easat-8539	213	12	demonstrate	demonstrate	VERB
easat-8539	213	13	how	how	SCONJ
easat-8539	213	14	the	the	DET
easat-8539	213	15	choice	choice	NOUN
easat-8539	213	16	of	of	ADP
easat-8539	213	17	a	a	DET
easat-8539	213	18	number	number	NOUN
easat-8539	213	19	of	of	ADP
easat-8539	213	20	neighbors	neighbor	NOUN
easat-8539	213	21	(	(	PUNCT
easat-8539	213	22	k	k	NOUN
easat-8539	213	23	)	)	PUNCT
easat-8539	213	24	affects	affect	VERB
easat-8539	213	25	knn	knn	PROPN
easat-8539	213	26	model	model	PROPN
easat-8539	213	27	performance	performance	NOUN
easat-8539	213	28	:	:	PUNCT
easat-8539	213	29	the	the	DET
easat-8539	213	30	accuracy	accuracy	NOUN
easat-8539	213	31	plot	plot	NOUN
easat-8539	213	32	indicates	indicate	VERB
easat-8539	213	33	that	that	SCONJ
easat-8539	213	34	training	training	NOUN
easat-8539	213	35	accuracy	accuracy	NOUN
easat-8539	213	36	steadily	steadily	ADV
easat-8539	213	37	decreases	decrease	VERB
easat-8539	213	38	as	as	ADP
easat-8539	213	39	k	k	PROPN
easat-8539	213	40	increases	increase	NOUN
easat-8539	213	41	(	(	PUNCT
easat-8539	213	42	as	as	SCONJ
easat-8539	213	43	expected	expect	VERB
easat-8539	213	44	)	)	PUNCT
easat-8539	213	45	while	while	SCONJ
easat-8539	213	46	testing	testing	NOUN
easat-8539	213	47	accuracy	accuracy	NOUN
easat-8539	213	48	fluctuates	fluctuate	VERB
easat-8539	213	49	significantly	significantly	ADV
easat-8539	213	50	.	.	PUNCT
easat-8539	214	1	peaks	peak	NOUN
easat-8539	214	2	at	at	ADP
easat-8539	214	3	k	k	PROPN
easat-8539	214	4	=	=	SYM
easat-8539	214	5	3	3	NUM
easat-8539	214	6	and	and	CCONJ
easat-8539	214	7	6	6	NUM
easat-8539	214	8	,	,	PUNCT
easat-8539	214	9	suggesting	suggest	VERB
easat-8539	214	10	small	small	ADJ
easat-8539	214	11	k	k	PROPN
easat-8539	214	12	values	value	NOUN
easat-8539	214	13	work	work	VERB
easat-8539	214	14	better	well	ADV
easat-8539	214	15	and	and	CCONJ
easat-8539	214	16	drop	drop	VERB
easat-8539	214	17	severely	severely	ADV
easat-8539	214	18	for	for	ADP
easat-8539	214	19	larger	large	ADJ
easat-8539	214	20	values	value	NOUN
easat-8539	214	21	of	of	ADP
easat-8539	214	22	k.	k.	NOUN
easat-8539	214	23	the	the	DET
easat-8539	214	24	error	error	NOUN
easat-8539	214	25	rate	rate	NOUN
easat-8539	214	26	plot	plot	NOUN
easat-8539	214	27	indicates	indicate	VERB
easat-8539	214	28	that	that	SCONJ
easat-8539	214	29	the	the	DET
easat-8539	214	30	lowest	low	ADJ
easat-8539	214	31	error	error	NOUN
easat-8539	214	32	rates	rate	NOUN
easat-8539	214	33	104	104	NUM
easat-8539	214	34	edelweiss	edelweiss	PROPN
easat-8539	214	35	applied	apply	VERB
easat-8539	214	36	science	science	NOUN
easat-8539	214	37	and	and	CCONJ
easat-8539	214	38	technology	technology	NOUN
easat-8539	214	39	issn	issn	PROPN
easat-8539	214	40	:	:	PUNCT
easat-8539	214	41	2576	2576	NUM
easat-8539	214	42	-	-	SYM
easat-8539	214	43	8484	8484	NUM
easat-8539	214	44	vol	vol	NOUN
easat-8539	214	45	.	.	PROPN
easat-8539	215	1	9	9	NUM
easat-8539	215	2	,	,	PUNCT
easat-8539	215	3	no	no	INTJ
easat-8539	215	4	.	.	NOUN
easat-8539	216	1	7	7	NUM
easat-8539	216	2	:	:	SYM
easat-8539	216	3	93	93	NUM
easat-8539	216	4	-	-	SYM
easat-8539	216	5	110	110	NUM
easat-8539	216	6	,	,	PUNCT
easat-8539	216	7	2025	2025	NUM
easat-8539	216	8	doi	doi	NOUN
easat-8539	216	9	:	:	PUNCT
easat-8539	216	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	216	11	©	©	PROPN
easat-8539	216	12	2025	2025	NUM
easat-8539	216	13	by	by	ADP
easat-8539	216	14	the	the	DET
easat-8539	216	15	authors	author	NOUN
easat-8539	216	16	;	;	PUNCT
easat-8539	216	17	licensee	licensee	PROPN
easat-8539	216	18	learning	learning	NOUN
easat-8539	216	19	gate	gate	NOUN
easat-8539	216	20	occur	occur	VERB
easat-8539	216	21	at	at	ADP
easat-8539	216	22	k	k	PROPN
easat-8539	216	23	=	=	SYM
easat-8539	216	24	3	3	NUM
easat-8539	216	25	and	and	CCONJ
easat-8539	216	26	k	k	NOUN
easat-8539	216	27	=	=	SYM
easat-8539	216	28	6	6	NUM
easat-8539	216	29	,	,	PUNCT
easat-8539	216	30	reinforcing	reinforce	VERB
easat-8539	216	31	earlier	early	ADJ
easat-8539	216	32	accuracy	accuracy	NOUN
easat-8539	216	33	findings	finding	NOUN
easat-8539	216	34	.	.	PUNCT
easat-8539	217	1	beyond	beyond	ADP
easat-8539	217	2	k	k	X
easat-8539	217	3	=	=	SYM
easat-8539	217	4	10	10	NUM
easat-8539	217	5	,	,	PUNCT
easat-8539	217	6	the	the	DET
easat-8539	217	7	error	error	NOUN
easat-8539	217	8	remains	remain	VERB
easat-8539	217	9	high	high	ADJ
easat-8539	217	10	,	,	PUNCT
easat-8539	217	11	suggesting	suggest	VERB
easat-8539	217	12	poor	poor	ADJ
easat-8539	217	13	generalization	generalization	NOUN
easat-8539	217	14	.	.	PUNCT
easat-8539	218	1	3.5	3.5	NUM
easat-8539	218	2	.	.	PUNCT
easat-8539	219	1	hyperparameter	hyperparameter	NOUN
easat-8539	219	2	searching	searching	NOUN
easat-8539	219	3	procedure	procedure	NOUN
easat-8539	219	4	the	the	DET
easat-8539	219	5	grid	grid	NOUN
easat-8539	219	6	search	search	NOUN
easat-8539	219	7	process	process	NOUN
easat-8539	219	8	involves	involve	VERB
easat-8539	219	9	the	the	DET
easat-8539	219	10	creation	creation	NOUN
easat-8539	219	11	of	of	ADP
easat-8539	219	12	a	a	DET
easat-8539	219	13	hyperparameters	hyperparameter	NOUN
easat-8539	219	14	grid	grid	VERB
easat-8539	219	15	by	by	ADP
easat-8539	219	16	searching	search	VERB
easat-8539	219	17	for	for	ADP
easat-8539	219	18	the	the	DET
easat-8539	219	19	combination	combination	NOUN
easat-8539	219	20	that	that	PRON
easat-8539	219	21	yields	yield	VERB
easat-8539	219	22	the	the	DET
easat-8539	219	23	highest	high	ADJ
easat-8539	219	24	validation	validation	NOUN
easat-8539	219	25	score	score	NOUN
easat-8539	219	26	.	.	PUNCT
easat-8539	220	1	the	the	DET
easat-8539	220	2	knn	knn	PROPN
easat-8539	220	3	classifier	classifier	PROPN
easat-8539	220	4	was	be	AUX
easat-8539	220	5	applied	apply	VERB
easat-8539	220	6	to	to	PART
easat-8539	220	7	optimize	optimize	VERB
easat-8539	220	8	the	the	DET
easat-8539	220	9	parameters	parameter	NOUN
easat-8539	220	10	of	of	ADP
easat-8539	220	11	the	the	DET
easat-8539	220	12	neighbors	neighbor	NOUN
easat-8539	220	13	,	,	PUNCT
easat-8539	220	14	allowing	allow	VERB
easat-8539	220	15	for	for	ADP
easat-8539	220	16	control	control	NOUN
easat-8539	220	17	over	over	ADP
easat-8539	220	18	the	the	DET
easat-8539	220	19	influence	influence	NOUN
easat-8539	220	20	of	of	ADP
easat-8539	220	21	neighbors	neighbor	NOUN
easat-8539	220	22	on	on	ADP
easat-8539	220	23	the	the	DET
easat-8539	220	24	classification	classification	NOUN
easat-8539	220	25	decision	decision	NOUN
easat-8539	220	26	.	.	PUNCT
easat-8539	221	1	using	use	VERB
easat-8539	221	2	5	5	NUM
easat-8539	221	3	-	-	ADJ
easat-8539	221	4	fold	fold	ADJ
easat-8539	221	5	cross	cross	NOUN
easat-8539	221	6	-	-	NOUN
easat-8539	221	7	validation	validation	ADJ
easat-8539	221	8	(	(	PUNCT
easat-8539	221	9	kfold(n_splits=5	kfold(n_splits=5	NOUN
easat-8539	221	10	)	)	PUNCT
easat-8539	221	11	)	)	PUNCT
easat-8539	221	12	,	,	PUNCT
easat-8539	221	13	the	the	DET
easat-8539	221	14	data	datum	NOUN
easat-8539	221	15	splitted	splitte	VERB
easat-8539	221	16	into	into	ADP
easat-8539	221	17	training	training	NOUN
easat-8539	221	18	and	and	CCONJ
easat-8539	221	19	testing	testing	NOUN
easat-8539	221	20	sets	set	NOUN
easat-8539	221	21	to	to	PART
easat-8539	221	22	evaluate	evaluate	VERB
easat-8539	221	23	each	each	DET
easat-8539	221	24	candidate	candidate	NOUN
easat-8539	221	25	value	value	NOUN
easat-8539	221	26	.	.	PUNCT
easat-8539	222	1	finally	finally	ADV
easat-8539	222	2	,	,	PUNCT
easat-8539	222	3	the	the	DET
easat-8539	222	4	model	model	NOUN
easat-8539	222	5	was	be	AUX
easat-8539	222	6	assessed	assess	VERB
easat-8539	222	7	using	use	VERB
easat-8539	222	8	unverified	unverified	ADJ
easat-8539	222	9	data	datum	NOUN
easat-8539	222	10	during	during	ADP
easat-8539	222	11	each	each	DET
easat-8539	222	12	iteration	iteration	NOUN
easat-8539	222	13	,	,	PUNCT
easat-8539	222	14	reducing	reduce	VERB
easat-8539	222	15	the	the	DET
easat-8539	222	16	overfitting	overfitte	VERB
easat-8539	222	17	risk	risk	NOUN
easat-8539	222	18	(	(	PUNCT
easat-8539	222	19	usually	usually	ADV
easat-8539	222	20	characteristic	characteristic	ADJ
easat-8539	222	21	of	of	ADP
easat-8539	222	22	low	low	ADJ
easat-8539	222	23	values	value	NOUN
easat-8539	222	24	of	of	ADP
easat-8539	222	25	k	k	NOUN
easat-8539	222	26	)	)	PUNCT
easat-8539	222	27	.	.	PUNCT
easat-8539	223	1	after	after	ADP
easat-8539	223	2	evaluating	evaluate	VERB
easat-8539	223	3	all	all	DET
easat-8539	223	4	combinations	combination	NOUN
easat-8539	223	5	,	,	PUNCT
easat-8539	223	6	gridsearchcv	gridsearchcv	NOUN
easat-8539	223	7	identified	identify	VERB
easat-8539	223	8	the	the	DET
easat-8539	223	9	optimal	optimal	ADJ
easat-8539	223	10	number	number	NOUN
easat-8539	223	11	of	of	ADP
easat-8539	223	12	neighbors	neighbor	NOUN
easat-8539	223	13	,	,	PUNCT
easat-8539	223	14	which	which	PRON
easat-8539	223	15	was	be	AUX
easat-8539	223	16	subsequently	subsequently	ADV
easat-8539	223	17	used	use	VERB
easat-8539	223	18	to	to	PART
easat-8539	223	19	train	train	VERB
easat-8539	223	20	the	the	DET
easat-8539	223	21	final	final	ADJ
easat-8539	223	22	knn	knn	NOUN
easat-8539	223	23	model	model	NOUN
easat-8539	223	24	on	on	ADP
easat-8539	223	25	the	the	DET
easat-8539	223	26	entire	entire	ADJ
easat-8539	223	27	training	training	NOUN
easat-8539	223	28	dataset	dataset	NOUN
easat-8539	223	29	.	.	PUNCT
easat-8539	224	1	this	this	PRON
easat-8539	224	2	contributes	contribute	VERB
easat-8539	224	3	to	to	ADP
easat-8539	224	4	a	a	DET
easat-8539	224	5	significant	significant	ADJ
easat-8539	224	6	improvement	improvement	NOUN
easat-8539	224	7	in	in	ADP
easat-8539	224	8	accuracy	accuracy	NOUN
easat-8539	224	9	and	and	CCONJ
easat-8539	224	10	performance	performance	NOUN
easat-8539	224	11	.	.	PUNCT
easat-8539	225	1	the	the	DET
easat-8539	225	2	grid	grid	NOUN
easat-8539	225	3	search	search	NOUN
easat-8539	225	4	,	,	PUNCT
easat-8539	225	5	which	which	PRON
easat-8539	225	6	favors	favor	VERB
easat-8539	225	7	randomized	randomized	ADJ
easat-8539	225	8	search	search	NOUN
easat-8539	225	9	,	,	PUNCT
easat-8539	225	10	was	be	AUX
easat-8539	225	11	connected	connect	VERB
easat-8539	225	12	with	with	ADP
easat-8539	225	13	a	a	DET
easat-8539	225	14	limited	limited	ADJ
easat-8539	225	15	number	number	NOUN
easat-8539	225	16	of	of	ADP
easat-8539	225	17	hyperparameters	hyperparameter	NOUN
easat-8539	225	18	,	,	PUNCT
easat-8539	225	19	although	although	SCONJ
easat-8539	225	20	it	it	PRON
easat-8539	225	21	consumes	consume	VERB
easat-8539	225	22	considerable	considerable	ADJ
easat-8539	225	23	computational	computational	ADJ
easat-8539	225	24	resources	resource	NOUN
easat-8539	225	25	.	.	PUNCT
easat-8539	226	1	we	we	PRON
easat-8539	226	2	might	might	AUX
easat-8539	226	3	train	train	VERB
easat-8539	226	4	different	different	ADJ
easat-8539	226	5	models	model	NOUN
easat-8539	226	6	in	in	ADP
easat-8539	226	7	the	the	DET
easat-8539	226	8	future	future	NOUN
easat-8539	226	9	,	,	PUNCT
easat-8539	226	10	increasing	increase	VERB
easat-8539	226	11	the	the	DET
easat-8539	226	12	number	number	NOUN
easat-8539	226	13	of	of	ADP
easat-8539	226	14	hyperparameters	hyperparameter	NOUN
easat-8539	226	15	and	and	CCONJ
easat-8539	226	16	their	their	PRON
easat-8539	226	17	values	value	NOUN
easat-8539	226	18	.	.	PUNCT
easat-8539	227	1	3.6	3.6	NUM
easat-8539	227	2	.	.	PUNCT
easat-8539	227	3	graphical	graphical	ADJ
easat-8539	227	4	user	user	NOUN
easat-8539	227	5	interface	interface	PROPN
easat-8539	227	6	(	(	PUNCT
easat-8539	227	7	gui	gui	PROPN
easat-8539	227	8	)	)	PUNCT
easat-8539	227	9	the	the	DET
easat-8539	227	10	graphical	graphical	ADJ
easat-8539	227	11	user	user	NOUN
easat-8539	227	12	interface	interface	NOUN
easat-8539	227	13	(	(	PUNCT
easat-8539	227	14	gui	gui	NOUN
easat-8539	227	15	)	)	PUNCT
easat-8539	227	16	is	be	AUX
easat-8539	227	17	designed	design	VERB
easat-8539	227	18	to	to	PART
easat-8539	227	19	classify	classify	VERB
easat-8539	227	20	the	the	DET
easat-8539	227	21	origin	origin	NOUN
easat-8539	227	22	of	of	ADP
easat-8539	227	23	kalinjot	kalinjot	PROPN
easat-8539	227	24	oo	oo	PROPN
easat-8539	227	25	samples	sample	NOUN
easat-8539	227	26	based	base	VERB
easat-8539	227	27	on	on	ADP
easat-8539	227	28	their	their	PRON
easat-8539	227	29	chemical	chemical	NOUN
easat-8539	227	30	composition	composition	NOUN
easat-8539	227	31	.	.	PUNCT
easat-8539	228	1	it	it	PRON
easat-8539	228	2	provides	provide	VERB
easat-8539	228	3	input	input	NOUN
easat-8539	228	4	fields	field	NOUN
easat-8539	228	5	for	for	ADP
easat-8539	228	6	fatty	fatty	NOUN
easat-8539	228	7	acid	acid	NOUN
easat-8539	228	8	concentrations	concentration	NOUN
easat-8539	228	9	.	.	PUNCT
easat-8539	229	1	the	the	DET
easat-8539	229	2	user	user	NOUN
easat-8539	229	3	enters	enter	VERB
easat-8539	229	4	the	the	DET
easat-8539	229	5	values	value	NOUN
easat-8539	229	6	,	,	PUNCT
easat-8539	229	7	and	and	CCONJ
easat-8539	229	8	by	by	ADP
easat-8539	229	9	clicking	click	VERB
easat-8539	229	10	the	the	DET
easat-8539	229	11	“	"	PUNCT
easat-8539	229	12	predict	predict	ADJ
easat-8539	229	13	origin	origin	NOUN
easat-8539	229	14	”	"	PUNCT
easat-8539	229	15	button	button	NOUN
easat-8539	229	16	,	,	PUNCT
easat-8539	229	17	the	the	DET
easat-8539	229	18	application	application	NOUN
easat-8539	229	19	employs	employ	VERB
easat-8539	229	20	a	a	DET
easat-8539	229	21	pre	pre	ADJ
easat-8539	229	22	-	-	ADJ
easat-8539	229	23	trained	train	VERB
easat-8539	229	24	machine	machine	NOUN
easat-8539	229	25	learning	learning	NOUN
easat-8539	229	26	model	model	NOUN
easat-8539	229	27	and	and	CCONJ
easat-8539	229	28	a	a	DET
easat-8539	229	29	scaler	scaler	NOUN
easat-8539	229	30	to	to	PART
easat-8539	229	31	prepare	prepare	VERB
easat-8539	229	32	the	the	DET
easat-8539	229	33	inputs	input	NOUN
easat-8539	229	34	and	and	CCONJ
easat-8539	229	35	determine	determine	VERB
easat-8539	229	36	the	the	DET
easat-8539	229	37	origin	origin	NOUN
easat-8539	229	38	of	of	ADP
easat-8539	229	39	the	the	DET
easat-8539	229	40	olive	olive	ADJ
easat-8539	229	41	oil	oil	NOUN
easat-8539	229	42	sample	sample	NOUN
easat-8539	229	43	.	.	PUNCT
easat-8539	230	1	the	the	DET
easat-8539	230	2	predicted	predict	VERB
easat-8539	230	3	region	region	NOUN
easat-8539	230	4	appears	appear	VERB
easat-8539	230	5	below	below	ADP
easat-8539	230	6	the	the	DET
easat-8539	230	7	button	button	NOUN
easat-8539	230	8	in	in	ADP
easat-8539	230	9	real	real	ADJ
easat-8539	230	10	time	time	NOUN
easat-8539	230	11	(	(	PUNCT
easat-8539	230	12	figure	figure	NOUN
easat-8539	230	13	7	7	NUM
easat-8539	230	14	)	)	PUNCT
easat-8539	230	15	.	.	PUNCT
easat-8539	231	1	105	105	NUM
easat-8539	231	2	edelweiss	edelweiss	PROPN
easat-8539	231	3	applied	apply	VERB
easat-8539	231	4	science	science	NOUN
easat-8539	231	5	and	and	CCONJ
easat-8539	231	6	technology	technology	NOUN
easat-8539	231	7	issn	issn	PROPN
easat-8539	231	8	:	:	PUNCT
easat-8539	231	9	2576	2576	NUM
easat-8539	231	10	-	-	SYM
easat-8539	231	11	8484	8484	NUM
easat-8539	231	12	vol	vol	NOUN
easat-8539	231	13	.	.	PROPN
easat-8539	232	1	9	9	NUM
easat-8539	232	2	,	,	PUNCT
easat-8539	232	3	no	no	INTJ
easat-8539	232	4	.	.	NOUN
easat-8539	233	1	7	7	NUM
easat-8539	233	2	:	:	SYM
easat-8539	233	3	93	93	NUM
easat-8539	233	4	-	-	SYM
easat-8539	233	5	110	110	NUM
easat-8539	233	6	,	,	PUNCT
easat-8539	233	7	2025	2025	NUM
easat-8539	233	8	doi	doi	NOUN
easat-8539	233	9	:	:	PUNCT
easat-8539	233	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	233	11	©	©	PROPN
easat-8539	233	12	2025	2025	NUM
easat-8539	233	13	by	by	ADP
easat-8539	233	14	the	the	DET
easat-8539	233	15	authors	author	NOUN
easat-8539	233	16	;	;	PUNCT
easat-8539	233	17	licensee	licensee	PROPN
easat-8539	233	18	learning	learn	VERB
easat-8539	233	19	gate	gate	NOUN
easat-8539	233	20	figure	figure	NOUN
easat-8539	233	21	7	7	NUM
easat-8539	233	22	.	.	PUNCT
easat-8539	234	1	implementing	implement	VERB
easat-8539	234	2	the	the	DET
easat-8539	234	3	gui	gui	NOUN
easat-8539	234	4	.	.	PUNCT
easat-8539	235	1	the	the	DET
easat-8539	235	2	dataset	dataset	NOUN
easat-8539	235	3	used	use	VERB
easat-8539	235	4	in	in	ADP
easat-8539	235	5	this	this	DET
easat-8539	235	6	study	study	NOUN
easat-8539	235	7	was	be	AUX
easat-8539	235	8	applied	apply	VERB
easat-8539	235	9	to	to	ADP
easat-8539	235	10	the	the	DET
easat-8539	235	11	kalinjot	kalinjot	PROPN
easat-8539	235	12	voo	voo	PROPN
easat-8539	235	13	,	,	PUNCT
easat-8539	235	14	comprising	comprise	VERB
easat-8539	235	15	samples	sample	NOUN
easat-8539	235	16	from	from	ADP
easat-8539	235	17	the	the	DET
easat-8539	235	18	berat	berat	PROPN
easat-8539	235	19	,	,	PUNCT
easat-8539	235	20	fier	fier	NOUN
easat-8539	235	21	,	,	PUNCT
easat-8539	235	22	and	and	CCONJ
easat-8539	235	23	vlora	vlora	NOUN
easat-8539	235	24	regions	region	NOUN
easat-8539	235	25	.	.	PUNCT
easat-8539	236	1	however	however	ADV
easat-8539	236	2	,	,	PUNCT
easat-8539	236	3	we	we	PRON
easat-8539	236	4	anticipate	anticipate	VERB
easat-8539	236	5	a	a	DET
easat-8539	236	6	significant	significant	ADJ
easat-8539	236	7	increase	increase	NOUN
easat-8539	236	8	in	in	ADP
easat-8539	236	9	the	the	DET
easat-8539	236	10	dataset	dataset	NOUN
easat-8539	236	11	size	size	NOUN
easat-8539	236	12	through	through	ADP
easat-8539	236	13	consecutive	consecutive	ADJ
easat-8539	236	14	harvesting	harvesting	NOUN
easat-8539	236	15	seasons	season	NOUN
easat-8539	236	16	,	,	PUNCT
easat-8539	236	17	potentially	potentially	ADV
easat-8539	236	18	covering	cover	VERB
easat-8539	236	19	additional	additional	ADJ
easat-8539	236	20	regions	region	NOUN
easat-8539	236	21	and	and	CCONJ
easat-8539	236	22	incorporating	incorporate	VERB
easat-8539	236	23	seasonal	seasonal	ADJ
easat-8539	236	24	variations	variation	NOUN
easat-8539	236	25	.	.	PUNCT
easat-8539	237	1	the	the	DET
easat-8539	237	2	rf	rf	ADJ
easat-8539	237	3	algorithm	algorithm	NOUN
easat-8539	237	4	is	be	AUX
easat-8539	237	5	particularly	particularly	ADV
easat-8539	237	6	suited	suit	VERB
easat-8539	237	7	for	for	ADP
easat-8539	237	8	this	this	DET
easat-8539	237	9	type	type	NOUN
easat-8539	237	10	of	of	ADP
easat-8539	237	11	expansion	expansion	NOUN
easat-8539	237	12	as	as	SCONJ
easat-8539	237	13	it	it	PRON
easat-8539	237	14	can	can	AUX
easat-8539	237	15	scale	scale	VERB
easat-8539	237	16	effectively	effectively	ADV
easat-8539	237	17	and	and	CCONJ
easat-8539	237	18	manage	manage	VERB
easat-8539	237	19	large	large	ADJ
easat-8539	237	20	datasets	dataset	NOUN
easat-8539	237	21	without	without	ADP
easat-8539	237	22	sacrificing	sacrifice	VERB
easat-8539	237	23	performance	performance	NOUN
easat-8539	237	24	.	.	PUNCT
easat-8539	238	1	this	this	DET
easat-8539	238	2	interface	interface	NOUN
easat-8539	238	3	suggests	suggest	VERB
easat-8539	238	4	a	a	DET
easat-8539	238	5	working	work	VERB
easat-8539	238	6	end	end	NOUN
easat-8539	238	7	-	-	PUNCT
easat-8539	238	8	user	user	NOUN
easat-8539	238	9	tool	tool	NOUN
easat-8539	238	10	for	for	ADP
easat-8539	238	11	real	real	ADJ
easat-8539	238	12	-	-	PUNCT
easat-8539	238	13	time	time	NOUN
easat-8539	238	14	prediction	prediction	NOUN
easat-8539	238	15	of	of	ADP
easat-8539	238	16	oo	oo	ADJ
easat-8539	238	17	origin	origin	NOUN
easat-8539	238	18	.	.	PUNCT
easat-8539	239	1	3.7	3.7	NUM
easat-8539	239	2	.	.	PUNCT
easat-8539	240	1	model	model	NOUN
easat-8539	240	2	comparison	comparison	NOUN
easat-8539	240	3	accuracy	accuracy	NOUN
easat-8539	240	4	of	of	ADP
easat-8539	240	5	random	random	ADJ
easat-8539	240	6	forest	forest	NOUN
easat-8539	240	7	vs	vs	ADP
easat-8539	240	8	svm	svm	PROPN
easat-8539	240	9	and	and	CCONJ
easat-8539	240	10	knn	knn	VERB
easat-8539	240	11	for	for	ADP
easat-8539	240	12	three	three	NUM
easat-8539	240	13	olive	olive	NOUN
easat-8539	240	14	cultivars	cultivar	NOUN
easat-8539	240	15	a	a	DET
easat-8539	240	16	model	model	NOUN
easat-8539	240	17	performance	performance	NOUN
easat-8539	240	18	comparison	comparison	NOUN
easat-8539	240	19	for	for	ADP
easat-8539	240	20	the	the	DET
easat-8539	240	21	classification	classification	NOUN
easat-8539	240	22	task	task	NOUN
easat-8539	240	23	revealed	reveal	VERB
easat-8539	240	24	that	that	SCONJ
easat-8539	240	25	random	random	ADJ
easat-8539	240	26	forest	forest	NOUN
easat-8539	240	27	achieved	achieve	VERB
easat-8539	240	28	an	an	DET
easat-8539	240	29	accuracy	accuracy	NOUN
easat-8539	240	30	of	of	ADP
easat-8539	240	31	approximately	approximately	ADV
easat-8539	240	32	93	93	NUM
easat-8539	240	33	%	%	NOUN
easat-8539	240	34	,	,	PUNCT
easat-8539	240	35	making	make	VERB
easat-8539	240	36	it	it	PRON
easat-8539	240	37	the	the	DET
easat-8539	240	38	highest	high	ADJ
easat-8539	240	39	among	among	ADP
easat-8539	240	40	the	the	DET
easat-8539	240	41	evaluated	evaluated	ADJ
easat-8539	240	42	models	model	NOUN
easat-8539	240	43	.	.	PUNCT
easat-8539	241	1	this	this	DET
easat-8539	241	2	model	model	NOUN
easat-8539	241	3	produced	produce	VERB
easat-8539	241	4	a	a	DET
easat-8539	241	5	clean	clean	ADJ
easat-8539	241	6	confusion	confusion	NOUN
easat-8539	241	7	matrix	matrix	NOUN
easat-8539	241	8	,	,	PUNCT
easat-8539	241	9	indicating	indicate	VERB
easat-8539	241	10	that	that	SCONJ
easat-8539	241	11	it	it	PRON
easat-8539	241	12	makes	make	VERB
easat-8539	241	13	relatively	relatively	ADV
easat-8539	241	14	few	few	ADJ
easat-8539	241	15	classification	classification	NOUN
easat-8539	241	16	errors	error	NOUN
easat-8539	241	17	and	and	CCONJ
easat-8539	241	18	handles	handle	VERB
easat-8539	241	19	both	both	DET
easat-8539	241	20	true	true	ADJ
easat-8539	241	21	positives	positive	NOUN
easat-8539	241	22	and	and	CCONJ
easat-8539	241	23	true	true	ADJ
easat-8539	241	24	negatives	negative	NOUN
easat-8539	241	25	effectively	effectively	ADV
easat-8539	241	26	.	.	PUNCT
easat-8539	242	1	random	random	ADJ
easat-8539	242	2	forest	forest	NOUN
easat-8539	242	3	aggregates	aggregate	NOUN
easat-8539	242	4	predictions	prediction	NOUN
easat-8539	242	5	from	from	ADP
easat-8539	242	6	multiple	multiple	ADJ
easat-8539	242	7	decision	decision	NOUN
easat-8539	242	8	trees	tree	NOUN
easat-8539	242	9	by	by	ADP
easat-8539	242	10	reducing	reduce	VERB
easat-8539	242	11	the	the	DET
easat-8539	242	12	risk	risk	NOUN
easat-8539	242	13	of	of	ADP
easat-8539	242	14	overfitting	overfitte	VERB
easat-8539	242	15	and	and	CCONJ
easat-8539	242	16	improving	improve	VERB
easat-8539	242	17	generalization	generalization	NOUN
easat-8539	242	18	.	.	PUNCT
easat-8539	243	1	regarding	regard	VERB
easat-8539	243	2	robustness	robustness	NOUN
easat-8539	243	3	to	to	ADP
easat-8539	243	4	noise	noise	NOUN
easat-8539	243	5	and	and	CCONJ
easat-8539	243	6	overfitting	overfitte	VERB
easat-8539	243	7	,	,	PUNCT
easat-8539	243	8	averaging	average	VERB
easat-8539	243	9	multiple	multiple	ADJ
easat-8539	243	10	trees	tree	NOUN
easat-8539	243	11	tends	tend	VERB
easat-8539	243	12	to	to	PART
easat-8539	243	13	be	be	AUX
easat-8539	243	14	less	less	ADV
easat-8539	243	15	sensitive	sensitive	ADJ
easat-8539	243	16	to	to	ADP
easat-8539	243	17	outliers	outlier	NOUN
easat-8539	243	18	and	and	CCONJ
easat-8539	243	19	noise	noise	NOUN
easat-8539	243	20	in	in	ADP
easat-8539	243	21	the	the	DET
easat-8539	243	22	data	datum	NOUN
easat-8539	243	23	.	.	PUNCT
easat-8539	244	1	concerning	concern	VERB
easat-8539	244	2	'	'	PUNCT
easat-8539	244	3	feature	feature	NOUN
easat-8539	244	4	importance	importance	NOUN
easat-8539	244	5	,	,	PUNCT
easat-8539	244	6	'	'	PUNCT
easat-8539	244	7	the	the	DET
easat-8539	244	8	model	model	NOUN
easat-8539	244	9	can	can	AUX
easat-8539	244	10	naturally	naturally	ADV
easat-8539	244	11	rank	rank	VERB
easat-8539	244	12	the	the	DET
easat-8539	244	13	importance	importance	NOUN
easat-8539	244	14	of	of	ADP
easat-8539	244	15	input	input	NOUN
easat-8539	244	16	features	feature	NOUN
easat-8539	244	17	,	,	PUNCT
easat-8539	244	18	aiding	aid	VERB
easat-8539	244	19	in	in	ADP
easat-8539	244	20	model	model	NOUN
easat-8539	244	21	interpretability	interpretability	NOUN
easat-8539	244	22	and	and	CCONJ
easat-8539	244	23	further	further	ADJ
easat-8539	244	24	tuning	tune	VERB
easat-8539	244	25	.	.	PUNCT
easat-8539	245	1	employing	employ	VERB
easat-8539	245	2	the	the	DET
easat-8539	245	3	support	support	NOUN
easat-8539	245	4	vector	vector	NOUN
easat-8539	245	5	machine	machine	NOUN
easat-8539	245	6	(	(	PUNCT
easat-8539	245	7	svm	svm	PROPN
easat-8539	245	8	)	)	PUNCT
easat-8539	245	9	,	,	PUNCT
easat-8539	245	10	it	it	PRON
easat-8539	245	11	was	be	AUX
easat-8539	245	12	concluded	conclude	VERB
easat-8539	245	13	that	that	SCONJ
easat-8539	245	14	the	the	DET
easat-8539	245	15	accuracy	accuracy	NOUN
easat-8539	245	16	is	be	AUX
easat-8539	245	17	slightly	slightly	ADV
easat-8539	245	18	lower	low	ADJ
easat-8539	245	19	than	than	ADP
easat-8539	245	20	random	random	ADJ
easat-8539	245	21	106	106	NUM
easat-8539	245	22	edelweiss	edelweiss	PROPN
easat-8539	245	23	applied	apply	VERB
easat-8539	245	24	science	science	NOUN
easat-8539	245	25	and	and	CCONJ
easat-8539	245	26	technology	technology	NOUN
easat-8539	245	27	issn	issn	PROPN
easat-8539	245	28	:	:	PUNCT
easat-8539	245	29	2576	2576	NUM
easat-8539	245	30	-	-	SYM
easat-8539	245	31	8484	8484	NUM
easat-8539	245	32	vol	vol	NOUN
easat-8539	245	33	.	.	PROPN
easat-8539	246	1	9	9	NUM
easat-8539	246	2	,	,	PUNCT
easat-8539	246	3	no	no	INTJ
easat-8539	246	4	.	.	NOUN
easat-8539	247	1	7	7	NUM
easat-8539	247	2	:	:	SYM
easat-8539	247	3	93	93	NUM
easat-8539	247	4	-	-	SYM
easat-8539	247	5	110	110	NUM
easat-8539	247	6	,	,	PUNCT
easat-8539	247	7	2025	2025	NUM
easat-8539	247	8	doi	doi	NOUN
easat-8539	247	9	:	:	PUNCT
easat-8539	247	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	247	11	©	©	PROPN
easat-8539	247	12	2025	2025	NUM
easat-8539	247	13	by	by	ADP
easat-8539	247	14	the	the	DET
easat-8539	247	15	authors	author	NOUN
easat-8539	247	16	;	;	PUNCT
easat-8539	247	17	licensee	licensee	PROPN
easat-8539	247	18	learning	learn	VERB
easat-8539	247	19	gate	gate	NOUN
easat-8539	247	20	forest	forest	PROPN
easat-8539	247	21	,	,	PUNCT
easat-8539	247	22	while	while	SCONJ
easat-8539	247	23	the	the	DET
easat-8539	247	24	model	model	NOUN
easat-8539	247	25	’s	’s	PART
easat-8539	247	26	strength	strength	NOUN
easat-8539	247	27	lies	lie	VERB
easat-8539	247	28	in	in	ADP
easat-8539	247	29	its	its	PRON
easat-8539	247	30	effectiveness	effectiveness	NOUN
easat-8539	247	31	in	in	ADP
easat-8539	247	32	high	high	ADJ
easat-8539	247	33	-	-	PUNCT
easat-8539	247	34	dimensional	dimensional	ADJ
easat-8539	247	35	spaces	space	NOUN
easat-8539	247	36	.	.	PUNCT
easat-8539	248	1	the	the	DET
easat-8539	248	2	k	k	NOUN
easat-8539	248	3	-	-	PUNCT
easat-8539	248	4	nearest	near	ADJ
easat-8539	248	5	neighbors	neighbor	NOUN
easat-8539	248	6	(	(	PUNCT
easat-8539	248	7	knn	knn	PROPN
easat-8539	248	8	)	)	PUNCT
easat-8539	248	9	model	model	NOUN
easat-8539	248	10	's	's	PART
easat-8539	248	11	accuracy	accuracy	NOUN
easat-8539	248	12	was	be	AUX
easat-8539	248	13	slightly	slightly	ADV
easat-8539	248	14	lower	low	ADJ
easat-8539	248	15	compared	compare	VERB
easat-8539	248	16	to	to	ADP
easat-8539	248	17	the	the	DET
easat-8539	248	18	random	random	ADJ
easat-8539	248	19	forest	forest	NOUN
easat-8539	248	20	model	model	NOUN
easat-8539	248	21	(	(	PUNCT
easat-8539	248	22	figure	figure	NOUN
easat-8539	248	23	8)	8)	NUM
easat-8539	248	24	.	.	PUNCT
easat-8539	249	1	the	the	DET
easat-8539	249	2	model	model	NOUN
easat-8539	249	3	's	's	PART
easat-8539	249	4	strength	strength	NOUN
easat-8539	249	5	lies	lie	VERB
easat-8539	249	6	in	in	ADP
easat-8539	249	7	its	its	PRON
easat-8539	249	8	simplicity	simplicity	NOUN
easat-8539	249	9	and	and	CCONJ
easat-8539	249	10	intuition	intuition	NOUN
easat-8539	249	11	,	,	PUNCT
easat-8539	249	12	making	make	VERB
easat-8539	249	13	no	no	DET
easat-8539	249	14	assumptions	assumption	NOUN
easat-8539	249	15	about	about	ADP
easat-8539	249	16	the	the	DET
easat-8539	249	17	underlying	underlie	VERB
easat-8539	249	18	data	datum	NOUN
easat-8539	249	19	distribution	distribution	NOUN
easat-8539	249	20	.	.	PUNCT
easat-8539	250	1	it	it	PRON
easat-8539	250	2	is	be	AUX
easat-8539	250	3	also	also	ADV
easat-8539	250	4	adaptable	adaptable	ADJ
easat-8539	250	5	to	to	ADP
easat-8539	250	6	small	small	ADJ
easat-8539	250	7	datasets	dataset	NOUN
easat-8539	250	8	with	with	ADP
easat-8539	250	9	well	well	ADV
easat-8539	250	10	-	-	PUNCT
easat-8539	250	11	separated	separate	VERB
easat-8539	250	12	classes	class	NOUN
easat-8539	250	13	.	.	PUNCT
easat-8539	251	1	random	random	ADJ
easat-8539	251	2	forest	forest	NOUN
easat-8539	251	3	’s	’s	PART
easat-8539	251	4	high	high	ADJ
easat-8539	251	5	accuracy	accuracy	NOUN
easat-8539	251	6	and	and	CCONJ
easat-8539	251	7	clean	clean	ADJ
easat-8539	251	8	confusion	confusion	NOUN
easat-8539	251	9	matrix	matrix	NOUN
easat-8539	251	10	make	make	VERB
easat-8539	251	11	it	it	PRON
easat-8539	251	12	the	the	DET
easat-8539	251	13	preferred	preferred	ADJ
easat-8539	251	14	model	model	NOUN
easat-8539	251	15	for	for	ADP
easat-8539	251	16	this	this	DET
easat-8539	251	17	task	task	NOUN
easat-8539	251	18	.	.	PUNCT
easat-8539	252	1	figure	figure	NOUN
easat-8539	252	2	8	8	NUM
easat-8539	252	3	.	.	PUNCT
easat-8539	253	1	the	the	DET
easat-8539	253	2	machine	machine	NOUN
easat-8539	253	3	learning	learning	NOUN
easat-8539	253	4	-	-	PUNCT
easat-8539	253	5	based	base	VERB
easat-8539	253	6	classification	classification	NOUN
easat-8539	253	7	of	of	ADP
easat-8539	253	8	three	three	NUM
easat-8539	253	9	mono	mono	NOUN
easat-8539	253	10	-	-	PUNCT
easat-8539	253	11	cultivar	cultivar	NOUN
easat-8539	253	12	oos	oos	NOUN
easat-8539	253	13	,	,	PUNCT
easat-8539	253	14	kalinjot	kalinjot	PROPN
easat-8539	253	15	,	,	PUNCT
easat-8539	253	16	ulli	ulli	PROPN
easat-8539	253	17	i	i	PRON
easat-8539	253	18	bardhë	bardhë	VERB
easat-8539	253	19	,	,	PUNCT
easat-8539	253	20	and	and	CCONJ
easat-8539	253	21	mixan	mixan	ADJ
easat-8539	253	22	.	.	PUNCT
easat-8539	254	1	this	this	DET
easat-8539	254	2	pca	pca	PROPN
easat-8539	254	3	plot	plot	NOUN
easat-8539	254	4	reduces	reduce	VERB
easat-8539	254	5	the	the	DET
easat-8539	254	6	many	many	ADJ
easat-8539	254	7	chemical	chemical	NOUN
easat-8539	254	8	features	feature	NOUN
easat-8539	254	9	into	into	ADP
easat-8539	254	10	two	two	NUM
easat-8539	254	11	principal	principal	ADJ
easat-8539	254	12	components	component	NOUN
easat-8539	254	13	(	(	PUNCT
easat-8539	254	14	pc1	pc1	PROPN
easat-8539	254	15	and	and	CCONJ
easat-8539	254	16	pc2	pc2	NOUN
easat-8539	254	17	)	)	PUNCT
easat-8539	254	18	(	(	PUNCT
easat-8539	254	19	figure	figure	NOUN
easat-8539	254	20	9	9	NUM
easat-8539	254	21	)	)	PUNCT
easat-8539	254	22	.	.	PUNCT
easat-8539	255	1	the	the	DET
easat-8539	255	2	plot	plot	NOUN
easat-8539	255	3	shows	show	NOUN
easat-8539	255	4	kalinjot	kalinjot	VERB
easat-8539	255	5	oo	oo	INTJ
easat-8539	255	6	(	(	PUNCT
easat-8539	255	7	green	green	ADJ
easat-8539	255	8	)	)	PUNCT
easat-8539	255	9	is	be	AUX
easat-8539	255	10	well	well	ADV
easat-8539	255	11	-	-	PUNCT
easat-8539	255	12	separated	separate	VERB
easat-8539	255	13	from	from	ADP
easat-8539	255	14	ulli	ulli	PROPN
easat-8539	256	1	i	i	PRON
easat-8539	256	2	bardhë	bardhë	VERB
easat-8539	256	3	oo	oo	INTJ
easat-8539	256	4	(	(	PUNCT
easat-8539	256	5	orange	orange	PROPN
easat-8539	256	6	)	)	PUNCT
easat-8539	256	7	and	and	CCONJ
easat-8539	256	8	mixan	mixan	ADJ
easat-8539	256	9	oo	oo	INTJ
easat-8539	256	10	(	(	PUNCT
easat-8539	256	11	blue	blue	ADJ
easat-8539	256	12	)	)	PUNCT
easat-8539	256	13	.	.	PUNCT
easat-8539	257	1	in	in	ADP
easat-8539	257	2	contrast	contrast	NOUN
easat-8539	257	3	,	,	PUNCT
easat-8539	257	4	mixan	mixan	ADJ
easat-8539	257	5	oo	oo	INTJ
easat-8539	257	6	and	and	CCONJ
easat-8539	257	7	ulli	ulli	PROPN
easat-8539	258	1	i	i	PRON
easat-8539	258	2	bardhë	bardhë	VERB
easat-8539	258	3	oo	oo	INTJ
easat-8539	258	4	are	be	AUX
easat-8539	258	5	closer	close	ADJ
easat-8539	258	6	in	in	ADP
easat-8539	258	7	feature	feature	NOUN
easat-8539	258	8	space	space	NOUN
easat-8539	258	9	,	,	PUNCT
easat-8539	258	10	which	which	PRON
easat-8539	258	11	could	could	AUX
easat-8539	258	12	explain	explain	VERB
easat-8539	258	13	why	why	SCONJ
easat-8539	258	14	fewer	few	ADJ
easat-8539	258	15	samples	sample	NOUN
easat-8539	258	16	are	be	AUX
easat-8539	258	17	available	available	ADJ
easat-8539	258	18	and	and	CCONJ
easat-8539	258	19	why	why	SCONJ
easat-8539	258	20	they	they	PRON
easat-8539	258	21	may	may	AUX
easat-8539	258	22	be	be	AUX
easat-8539	258	23	harder	hard	ADJ
easat-8539	258	24	to	to	PART
easat-8539	258	25	distinguish	distinguish	VERB
easat-8539	258	26	than	than	ADP
easat-8539	258	27	kalinjot	kalinjot	NOUN
easat-8539	258	28	.	.	PUNCT
easat-8539	259	1	another	another	DET
easat-8539	259	2	explanation	explanation	NOUN
easat-8539	259	3	is	be	AUX
easat-8539	259	4	that	that	SCONJ
easat-8539	259	5	the	the	DET
easat-8539	259	6	regions	region	NOUN
easat-8539	259	7	associated	associate	VERB
easat-8539	259	8	with	with	ADP
easat-8539	259	9	the	the	DET
easat-8539	259	10	above	above	ADV
easat-8539	259	11	-	-	PUNCT
easat-8539	259	12	mentioned	mention	VERB
easat-8539	259	13	olive	olive	NOUN
easat-8539	259	14	cultivars	cultivar	NOUN
easat-8539	259	15	are	be	AUX
easat-8539	259	16	geographically	geographically	ADV
easat-8539	259	17	close	close	ADJ
easat-8539	259	18	and	and	CCONJ
easat-8539	259	19	share	share	VERB
easat-8539	259	20	similar	similar	ADJ
easat-8539	259	21	climate	climate	NOUN
easat-8539	259	22	characteristics	characteristic	NOUN
easat-8539	259	23	.	.	PUNCT
easat-8539	260	1	principal	principal	ADJ
easat-8539	260	2	component	component	NOUN
easat-8539	260	3	analysis	analysis	NOUN
easat-8539	260	4	(	(	PUNCT
easat-8539	260	5	pca	pca	NOUN
easat-8539	260	6	)	)	PUNCT
easat-8539	260	7	is	be	AUX
easat-8539	260	8	a	a	DET
easat-8539	260	9	statistical	statistical	ADJ
easat-8539	260	10	technique	technique	NOUN
easat-8539	260	11	for	for	ADP
easat-8539	260	12	dimensionality	dimensionality	NOUN
easat-8539	260	13	reduction	reduction	NOUN
easat-8539	260	14	that	that	PRON
easat-8539	260	15	converts	convert	VERB
easat-8539	260	16	a	a	DET
easat-8539	260	17	large	large	ADJ
easat-8539	260	18	set	set	NOUN
easat-8539	260	19	of	of	ADP
easat-8539	260	20	variables	variable	NOUN
easat-8539	260	21	into	into	ADP
easat-8539	260	22	a	a	DET
easat-8539	260	23	smaller	small	ADJ
easat-8539	260	24	set	set	NOUN
easat-8539	260	25	while	while	SCONJ
easat-8539	260	26	retaining	retain	VERB
easat-8539	260	27	most	most	ADJ
easat-8539	260	28	of	of	ADP
easat-8539	260	29	the	the	DET
easat-8539	260	30	original	original	ADJ
easat-8539	260	31	information	information	NOUN
easat-8539	260	32	.	.	PUNCT
easat-8539	261	1	in	in	ADP
easat-8539	261	2	our	our	PRON
easat-8539	261	3	study	study	NOUN
easat-8539	261	4	,	,	PUNCT
easat-8539	261	5	the	the	DET
easat-8539	261	6	data	datum	NOUN
easat-8539	261	7	set	set	VERB
easat-8539	261	8	employed	employ	VERB
easat-8539	261	9	to	to	PART
easat-8539	261	10	describe	describe	VERB
easat-8539	261	11	different	different	ADJ
easat-8539	261	12	types	type	NOUN
easat-8539	261	13	of	of	ADP
easat-8539	261	14	olive	olive	ADJ
easat-8539	261	15	oils	oil	NOUN
easat-8539	261	16	includes	include	VERB
easat-8539	261	17	twelve	twelve	NUM
easat-8539	261	18	chemical	chemical	NOUN
easat-8539	261	19	features	feature	NOUN
easat-8539	261	20	(	(	PUNCT
easat-8539	261	21	e.g.	e.g.	ADV
easat-8539	261	22	,	,	PUNCT
easat-8539	261	23	fatty	fatty	ADJ
easat-8539	261	24	acid	acid	NOUN
easat-8539	261	25	levels	level	NOUN
easat-8539	261	26	)	)	PUNCT
easat-8539	261	27	for	for	ADP
easat-8539	261	28	each	each	DET
easat-8539	261	29	sample	sample	NOUN
easat-8539	261	30	.	.	PUNCT
easat-8539	262	1	the	the	DET
easat-8539	262	2	pca	pca	PROPN
easat-8539	262	3	transforms	transform	VERB
easat-8539	262	4	these	these	DET
easat-8539	262	5	high	high	ADJ
easat-8539	262	6	-	-	PUNCT
easat-8539	262	7	dimensional	dimensional	ADJ
easat-8539	262	8	data	datum	NOUN
easat-8539	262	9	into	into	ADP
easat-8539	262	10	fewer	few	ADJ
easat-8539	262	11	dimensions	dimension	NOUN
easat-8539	262	12	(	(	PUNCT
easat-8539	262	13	here	here	ADV
easat-8539	262	14	,	,	PUNCT
easat-8539	262	15	2d	2d	NOUN
easat-8539	262	16	)	)	PUNCT
easat-8539	262	17	that	that	PRON
easat-8539	262	18	retain	retain	VERB
easat-8539	262	19	the	the	DET
easat-8539	262	20	most	most	ADV
easat-8539	262	21	critical	critical	ADJ
easat-8539	262	22	information	information	NOUN
easat-8539	262	23	.	.	PUNCT
easat-8539	263	1	these	these	DET
easat-8539	263	2	new	new	ADJ
easat-8539	263	3	dimensions	dimension	NOUN
easat-8539	263	4	are	be	AUX
easat-8539	263	5	referred	refer	VERB
easat-8539	263	6	to	to	ADP
easat-8539	263	7	as	as	ADP
easat-8539	263	8	principal	principal	ADJ
easat-8539	263	9	components	component	NOUN
easat-8539	263	10	(	(	PUNCT
easat-8539	263	11	pc1	pc1	PROPN
easat-8539	263	12	and	and	CCONJ
easat-8539	263	13	pc2	pc2	NOUN
easat-8539	263	14	)	)	PUNCT
easat-8539	263	15	.	.	PUNCT
easat-8539	264	1	pc1	pc1	PROPN
easat-8539	264	2	captures	capture	VERB
easat-8539	264	3	the	the	DET
easat-8539	264	4	direction	direction	NOUN
easat-8539	264	5	of	of	ADP
easat-8539	264	6	the	the	DET
easat-8539	264	7	most	most	ADV
easat-8539	264	8	significant	significant	ADJ
easat-8539	264	9	variation	variation	NOUN
easat-8539	264	10	in	in	ADP
easat-8539	264	11	the	the	DET
easat-8539	264	12	data	datum	NOUN
easat-8539	264	13	,	,	PUNCT
easat-8539	264	14	while	while	SCONJ
easat-8539	264	15	pc2	pc2	NOUN
easat-8539	264	16	is	be	AUX
easat-8539	264	17	the	the	DET
easat-8539	264	18	direction	direction	NOUN
easat-8539	264	19	of	of	ADP
easat-8539	264	20	the	the	DET
easat-8539	264	21	second	second	ADJ
easat-8539	264	22	most	most	ADV
easat-8539	264	23	significant	significant	ADJ
easat-8539	264	24	variation	variation	NOUN
easat-8539	264	25	,	,	PUNCT
easat-8539	264	26	orthogonal	orthogonal	ADJ
easat-8539	264	27	to	to	ADP
easat-8539	264	28	pc1	pc1	PROPN
easat-8539	264	29	.	.	PUNCT
easat-8539	265	1	kalinjot	kalinjot	VERB
easat-8539	265	2	oo	oo	INTJ
easat-8539	265	3	(	(	PUNCT
easat-8539	265	4	green	green	ADJ
easat-8539	265	5	)	)	PUNCT
easat-8539	265	6	is	be	AUX
easat-8539	265	7	well	well	ADV
easat-8539	265	8	-	-	PUNCT
easat-8539	265	9	separated	separate	VERB
easat-8539	265	10	from	from	ADP
easat-8539	265	11	ulli	ulli	PROPN
easat-8539	266	1	i	i	PRON
easat-8539	266	2	bardhë	bardhë	VERB
easat-8539	266	3	oo	oo	INTJ
easat-8539	266	4	(	(	PUNCT
easat-8539	266	5	orange	orange	PROPN
easat-8539	266	6	)	)	PUNCT
easat-8539	266	7	and	and	CCONJ
easat-8539	266	8	mixan	mixan	ADJ
easat-8539	266	9	oo	oo	INTJ
easat-8539	266	10	(	(	PUNCT
easat-8539	266	11	blue	blue	NOUN
easat-8539	266	12	)	)	PUNCT
easat-8539	266	13	,	,	PUNCT
easat-8539	266	14	supporting	support	VERB
easat-8539	266	15	the	the	DET
easat-8539	266	16	efficacy	efficacy	NOUN
easat-8539	266	17	of	of	ADP
easat-8539	266	18	the	the	DET
easat-8539	266	19	2d	2d	PROPN
easat-8539	266	20	pca	pca	PROPN
easat-8539	266	21	plot	plot	NOUN
easat-8539	266	22	in	in	ADP
easat-8539	266	23	describing	describe	VERB
easat-8539	266	24	the	the	DET
easat-8539	266	25	differences	difference	NOUN
easat-8539	266	26	between	between	ADP
easat-8539	266	27	olive	olive	ADJ
easat-8539	266	28	oils	oil	NOUN
easat-8539	266	29	.	.	PUNCT
easat-8539	267	1	kalinjot	kalinjot	AUX
easat-8539	267	2	oo	oo	INTJ
easat-8539	267	3	forms	form	VERB
easat-8539	267	4	a	a	DET
easat-8539	267	5	distinct	distinct	ADJ
easat-8539	267	6	cluster	cluster	NOUN
easat-8539	267	7	,	,	PUNCT
easat-8539	267	8	far	far	ADV
easat-8539	267	9	from	from	ADP
easat-8539	267	10	the	the	DET
easat-8539	267	11	other	other	ADJ
easat-8539	267	12	two	two	NUM
easat-8539	267	13	mono	mono	NOUN
easat-8539	267	14	cultivar	cultivar	NOUN
easat-8539	267	15	oo	oo	ADV
easat-8539	267	16	,	,	PUNCT
easat-8539	267	17	indicating	indicate	VERB
easat-8539	267	18	kalinjot	kalinjot	VERB
easat-8539	267	19	’s	’s	PART
easat-8539	267	20	distinct	distinct	ADJ
easat-8539	267	21	chemical	chemical	NOUN
easat-8539	267	22	composition	composition	NOUN
easat-8539	267	23	from	from	ADP
easat-8539	267	24	the	the	DET
easat-8539	267	25	others	other	NOUN
easat-8539	267	26	,	,	PUNCT
easat-8539	267	27	at	at	ADP
easat-8539	267	28	least	least	ADJ
easat-8539	267	29	in	in	ADP
easat-8539	267	30	terms	term	NOUN
easat-8539	267	31	of	of	ADP
easat-8539	267	32	the	the	DET
easat-8539	267	33	main	main	ADJ
easat-8539	267	34	features	feature	NOUN
easat-8539	267	35	captured	capture	VERB
easat-8539	267	36	by	by	ADP
easat-8539	267	37	pc1	pc1	PROPN
easat-8539	267	38	and	and	CCONJ
easat-8539	267	39	pc2	pc2	PROPN
easat-8539	267	40	.	.	PROPN
easat-8539	267	41	machine	machine	NOUN
easat-8539	267	42	learning	learning	NOUN
easat-8539	267	43	models	model	NOUN
easat-8539	267	44	can	can	AUX
easat-8539	267	45	facilitate	facilitate	VERB
easat-8539	267	46	easier	easy	ADJ
easat-8539	267	47	classification	classification	NOUN
easat-8539	267	48	or	or	CCONJ
easat-8539	267	49	differentiation	differentiation	NOUN
easat-8539	267	50	in	in	ADP
easat-8539	267	51	the	the	DET
easat-8539	267	52	quality	quality	NOUN
easat-8539	267	53	control	control	NOUN
easat-8539	267	54	and	and	CCONJ
easat-8539	267	55	authentication	authentication	NOUN
easat-8539	267	56	process	process	NOUN
easat-8539	267	57	.	.	PUNCT
easat-8539	268	1	mixan	mixan	ADJ
easat-8539	268	2	oo	oo	INTJ
easat-8539	268	3	(	(	PUNCT
easat-8539	268	4	blue	blue	ADJ
easat-8539	268	5	)	)	PUNCT
easat-8539	268	6	and	and	CCONJ
easat-8539	268	7	ulli	ulli	PROPN
easat-8539	269	1	i	i	PRON
easat-8539	269	2	bardhë	bardhë	VERB
easat-8539	269	3	oo	oo	INTJ
easat-8539	269	4	(	(	PUNCT
easat-8539	269	5	orange	orange	PROPN
easat-8539	269	6	)	)	PUNCT
easat-8539	269	7	are	be	AUX
easat-8539	269	8	plotted	plot	VERB
easat-8539	269	9	close	close	ADV
easat-8539	269	10	together	together	ADV
easat-8539	269	11	,	,	PUNCT
easat-8539	269	12	meaning	mean	VERB
easat-8539	269	13	that	that	SCONJ
easat-8539	269	14	their	their	PRON
easat-8539	269	15	chemical	chemical	ADJ
easat-8539	269	16	profiles	profile	NOUN
easat-8539	269	17	are	be	AUX
easat-8539	269	18	more	more	ADV
easat-8539	269	19	similar	similar	ADJ
easat-8539	269	20	.	.	PUNCT
easat-8539	270	1	it	it	PRON
easat-8539	270	2	may	may	AUX
easat-8539	270	3	require	require	VERB
easat-8539	270	4	explanation	explanation	NOUN
easat-8539	270	5	,	,	PUNCT
easat-8539	270	6	referring	refer	VERB
easat-8539	270	7	to	to	ADP
easat-8539	270	8	a	a	DET
easat-8539	270	9	limited	limited	ADJ
easat-8539	270	10	number	number	NOUN
easat-8539	270	11	of	of	ADP
easat-8539	270	12	samples	sample	NOUN
easat-8539	270	13	analyzed	analyze	VERB
easat-8539	270	14	,	,	PUNCT
easat-8539	270	15	which	which	PRON
easat-8539	270	16	are	be	AUX
easat-8539	270	17	more	more	ADV
easat-8539	270	18	difficult	difficult	ADJ
easat-8539	270	19	to	to	PART
easat-8539	270	20	distinguish	distinguish	VERB
easat-8539	270	21	from	from	ADP
easat-8539	270	22	kalinjot	kalinjot	NOUN
easat-8539	270	23	oo	oo	INTJ
easat-8539	270	24	due	due	ADP
easat-8539	270	25	to	to	ADP
easat-8539	270	26	their	their	PRON
easat-8539	270	27	similar	similar	ADJ
easat-8539	270	28	chemical	chemical	NOUN
easat-8539	270	29	composition	composition	NOUN
easat-8539	270	30	.	.	PUNCT
easat-8539	271	1	the	the	DET
easat-8539	271	2	pca	pca	PROPN
easat-8539	271	3	plot	plot	NOUN
easat-8539	271	4	shows	show	VERB
easat-8539	271	5	that	that	PRON
easat-8539	271	6	kalinjot	kalinjot	VERB
easat-8539	271	7	oos	oos	NOUN
easat-8539	271	8	are	be	AUX
easat-8539	271	9	chemically	chemically	ADV
easat-8539	271	10	distinct	distinct	ADJ
easat-8539	271	11	and	and	CCONJ
easat-8539	271	12	easily	easily	ADV
easat-8539	271	13	107	107	NUM
easat-8539	271	14	edelweiss	edelweiss	PROPN
easat-8539	271	15	applied	apply	VERB
easat-8539	271	16	science	science	NOUN
easat-8539	271	17	and	and	CCONJ
easat-8539	271	18	technology	technology	NOUN
easat-8539	271	19	issn	issn	PROPN
easat-8539	271	20	:	:	PUNCT
easat-8539	271	21	2576	2576	NUM
easat-8539	271	22	-	-	SYM
easat-8539	271	23	8484	8484	NUM
easat-8539	271	24	vol	vol	NOUN
easat-8539	271	25	.	.	PROPN
easat-8539	272	1	9	9	NUM
easat-8539	272	2	,	,	PUNCT
easat-8539	272	3	no	no	INTJ
easat-8539	272	4	.	.	NOUN
easat-8539	273	1	7	7	NUM
easat-8539	273	2	:	:	SYM
easat-8539	273	3	93	93	NUM
easat-8539	273	4	-	-	SYM
easat-8539	273	5	110	110	NUM
easat-8539	273	6	,	,	PUNCT
easat-8539	273	7	2025	2025	NUM
easat-8539	273	8	doi	doi	NOUN
easat-8539	273	9	:	:	PUNCT
easat-8539	273	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	273	11	©	©	PROPN
easat-8539	273	12	2025	2025	NUM
easat-8539	273	13	by	by	ADP
easat-8539	273	14	the	the	DET
easat-8539	273	15	authors	author	NOUN
easat-8539	273	16	;	;	PUNCT
easat-8539	273	17	licensee	licensee	PROPN
easat-8539	273	18	learning	learn	VERB
easat-8539	273	19	gate	gate	NOUN
easat-8539	273	20	recognizable	recognizable	ADJ
easat-8539	273	21	compared	compare	VERB
easat-8539	273	22	to	to	ADP
easat-8539	273	23	the	the	DET
easat-8539	273	24	other	other	ADJ
easat-8539	273	25	two	two	NUM
easat-8539	273	26	monocular	monocular	ADJ
easat-8539	273	27	oos	oos	NOUN
easat-8539	273	28	,	,	PUNCT
easat-8539	273	29	mixan	mixan	ADJ
easat-8539	273	30	and	and	CCONJ
easat-8539	273	31	ulli	ulli	PROPN
easat-8539	273	32	i	i	PRON
easat-8539	273	33	bardhë	bardhë	VERB
easat-8539	273	34	.	.	PUNCT
easat-8539	274	1	this	this	DET
easat-8539	274	2	type	type	NOUN
easat-8539	274	3	of	of	ADP
easat-8539	274	4	analysis	analysis	NOUN
easat-8539	274	5	is	be	AUX
easat-8539	274	6	beneficial	beneficial	ADJ
easat-8539	274	7	for	for	ADP
easat-8539	274	8	understanding	understand	VERB
easat-8539	274	9	product	product	NOUN
easat-8539	274	10	variation	variation	NOUN
easat-8539	274	11	,	,	PUNCT
easat-8539	274	12	quality	quality	NOUN
easat-8539	274	13	control	control	NOUN
easat-8539	274	14	,	,	PUNCT
easat-8539	274	15	and	and	CCONJ
easat-8539	274	16	classification	classification	NOUN
easat-8539	274	17	tasks	task	NOUN
easat-8539	274	18	in	in	ADP
easat-8539	274	19	fields	field	NOUN
easat-8539	274	20	such	such	ADJ
easat-8539	274	21	as	as	ADP
easat-8539	274	22	food	food	NOUN
easat-8539	274	23	science	science	NOUN
easat-8539	274	24	or	or	CCONJ
easat-8539	274	25	chemistry	chemistry	NOUN
easat-8539	274	26	.	.	PUNCT
easat-8539	275	1	figure	figure	NOUN
easat-8539	275	2	9	9	NUM
easat-8539	275	3	.	.	PUNCT
easat-8539	276	1	pca	pca	NOUN
easat-8539	276	2	plot	plot	NOUN
easat-8539	276	3	refers	refer	VERB
easat-8539	276	4	to	to	ADP
easat-8539	276	5	the	the	DET
easat-8539	276	6	random	random	ADJ
easat-8539	276	7	forest	forest	NOUN
easat-8539	276	8	model	model	NOUN
easat-8539	276	9	.	.	PUNCT
easat-8539	277	1	108	108	NUM
easat-8539	277	2	edelweiss	edelweiss	PROPN
easat-8539	277	3	applied	apply	VERB
easat-8539	277	4	science	science	NOUN
easat-8539	277	5	and	and	CCONJ
easat-8539	277	6	technology	technology	NOUN
easat-8539	277	7	issn	issn	PROPN
easat-8539	277	8	:	:	PUNCT
easat-8539	277	9	2576	2576	NUM
easat-8539	277	10	-	-	SYM
easat-8539	277	11	8484	8484	NUM
easat-8539	277	12	vol	vol	NOUN
easat-8539	277	13	.	.	PROPN
easat-8539	278	1	9	9	NUM
easat-8539	278	2	,	,	PUNCT
easat-8539	278	3	no	no	INTJ
easat-8539	278	4	.	.	NOUN
easat-8539	279	1	7	7	NUM
easat-8539	279	2	:	:	SYM
easat-8539	279	3	93	93	NUM
easat-8539	279	4	-	-	SYM
easat-8539	279	5	110	110	NUM
easat-8539	279	6	,	,	PUNCT
easat-8539	279	7	2025	2025	NUM
easat-8539	279	8	doi	doi	NOUN
easat-8539	279	9	:	:	PUNCT
easat-8539	279	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	279	11	©	©	PROPN
easat-8539	279	12	2025	2025	NUM
easat-8539	279	13	by	by	ADP
easat-8539	279	14	the	the	DET
easat-8539	279	15	authors	author	NOUN
easat-8539	279	16	;	;	PUNCT
easat-8539	280	1	licensee	licensee	PROPN
easat-8539	280	2	learning	learn	VERB
easat-8539	280	3	gate	gate	PROPN
easat-8539	280	4	figure	figure	NOUN
easat-8539	280	5	10	10	NUM
easat-8539	280	6	.	.	PUNCT
easat-8539	281	1	the	the	DET
easat-8539	281	2	chemical	chemical	NOUN
easat-8539	281	3	features	feature	VERB
easat-8539	281	4	correlation	correlation	NOUN
easat-8539	281	5	heatmap	heatmap	NOUN
easat-8539	281	6	.	.	PUNCT
easat-8539	282	1	the	the	DET
easat-8539	282	2	heatmap	heatmap	NOUN
easat-8539	282	3	(	(	PUNCT
easat-8539	282	4	figure	figure	NOUN
easat-8539	282	5	10	10	NUM
easat-8539	282	6	)	)	PUNCT
easat-8539	282	7	on	on	ADP
easat-8539	282	8	chemical	chemical	ADJ
easat-8539	282	9	features	feature	NOUN
easat-8539	282	10	reveals	reveal	VERB
easat-8539	282	11	a	a	DET
easat-8539	282	12	strong	strong	ADJ
easat-8539	282	13	negative	negative	ADJ
easat-8539	282	14	correlation	correlation	NOUN
easat-8539	282	15	between	between	ADP
easat-8539	282	16	c18:1(n-9)-cis	c18:1(n-9)-cis	PROPN
easat-8539	282	17	and	and	CCONJ
easat-8539	282	18	c16:0	c16:0	ADJ
easat-8539	282	19	,	,	PUNCT
easat-8539	282	20	suggesting	suggest	VERB
easat-8539	282	21	that	that	SCONJ
easat-8539	282	22	higher	high	ADJ
easat-8539	282	23	levels	level	NOUN
easat-8539	282	24	of	of	ADP
easat-8539	282	25	oleic	oleic	ADJ
easat-8539	282	26	acid	acid	PROPN
easat-8539	282	27	are	be	AUX
easat-8539	282	28	associated	associate	VERB
easat-8539	282	29	with	with	ADP
easat-8539	282	30	lower	low	ADJ
easat-8539	282	31	levels	level	NOUN
easat-8539	282	32	of	of	ADP
easat-8539	282	33	palmitic	palmitic	ADJ
easat-8539	282	34	acid	acid	NOUN
easat-8539	282	35	.	.	PUNCT
easat-8539	283	1	meanwhile	meanwhile	ADV
easat-8539	283	2	,	,	PUNCT
easat-8539	283	3	c18:2(n-6	c18:2(n-6	NOUN
easat-8539	283	4	)	)	PUNCT
easat-8539	283	5	cis	cis	NOUN
easat-8539	283	6	is	be	AUX
easat-8539	283	7	moderately	moderately	ADV
easat-8539	283	8	positively	positively	ADV
easat-8539	283	9	correlated	correlate	VERB
easat-8539	283	10	with	with	ADP
easat-8539	283	11	c18:3(n-3	c18:3(n-3	PROPN
easat-8539	283	12	)	)	PUNCT
easat-8539	283	13	,	,	PUNCT
easat-8539	283	14	suggesting	suggest	VERB
easat-8539	283	15	that	that	SCONJ
easat-8539	283	16	they	they	PRON
easat-8539	283	17	co	co	VERB
easat-8539	283	18	-	-	VERB
easat-8539	283	19	occur	occur	VERB
easat-8539	283	20	more	more	ADV
easat-8539	283	21	frequently	frequently	ADV
easat-8539	283	22	in	in	ADP
easat-8539	283	23	some	some	DET
easat-8539	283	24	cultivars	cultivar	NOUN
easat-8539	283	25	.	.	PUNCT
easat-8539	284	1	these	these	DET
easat-8539	284	2	relationships	relationship	NOUN
easat-8539	284	3	help	help	VERB
easat-8539	284	4	the	the	DET
easat-8539	284	5	model	model	NOUN
easat-8539	284	6	differentiate	differentiate	VERB
easat-8539	284	7	cultivars	cultivar	NOUN
easat-8539	284	8	more	more	ADV
easat-8539	284	9	effectively	effectively	ADV
easat-8539	284	10	.	.	PUNCT
easat-8539	285	1	this	this	DET
easat-8539	285	2	heatmap	heatmap	NOUN
easat-8539	285	3	visually	visually	ADV
easat-8539	285	4	displays	display	VERB
easat-8539	285	5	the	the	DET
easat-8539	285	6	pairwise	pairwise	NOUN
easat-8539	285	7	correlations	correlation	NOUN
easat-8539	285	8	between	between	ADP
easat-8539	285	9	different	different	ADJ
easat-8539	285	10	chemical	chemical	NOUN
easat-8539	285	11	features	feature	NOUN
easat-8539	285	12	—	—	PUNCT
easat-8539	285	13	specifically	specifically	ADV
easat-8539	285	14	,	,	PUNCT
easat-8539	285	15	fatty	fatty	NOUN
easat-8539	285	16	acids	acid	NOUN
easat-8539	285	17	—	—	PUNCT
easat-8539	285	18	in	in	ADP
easat-8539	285	19	the	the	DET
easat-8539	285	20	samples	sample	NOUN
easat-8539	285	21	.	.	PUNCT
easat-8539	286	1	each	each	DET
easat-8539	286	2	cell	cell	NOUN
easat-8539	286	3	represents	represent	VERB
easat-8539	286	4	the	the	DET
easat-8539	286	5	correlation	correlation	NOUN
easat-8539	286	6	coefficient	coefficient	NOUN
easat-8539	286	7	between	between	ADP
easat-8539	286	8	two	two	NUM
easat-8539	286	9	compounds	compound	NOUN
easat-8539	286	10	,	,	PUNCT
easat-8539	286	11	with	with	ADP
easat-8539	286	12	the	the	DET
easat-8539	286	13	color	color	NOUN
easat-8539	286	14	intensity	intensity	NOUN
easat-8539	286	15	reflecting	reflect	VERB
easat-8539	286	16	the	the	DET
easat-8539	286	17	strength	strength	NOUN
easat-8539	286	18	and	and	CCONJ
easat-8539	286	19	direction	direction	NOUN
easat-8539	286	20	of	of	ADP
easat-8539	286	21	the	the	DET
easat-8539	286	22	relationship	relationship	NOUN
easat-8539	286	23	.	.	PUNCT
easat-8539	287	1	a	a	DET
easat-8539	287	2	positive	positive	ADJ
easat-8539	287	3	correlation	correlation	NOUN
easat-8539	287	4	(	(	PUNCT
easat-8539	287	5	typically	typically	ADV
easat-8539	287	6	indicated	indicate	VERB
easat-8539	287	7	by	by	ADP
easat-8539	287	8	warmer	warm	ADJ
easat-8539	287	9	colors	color	NOUN
easat-8539	287	10	)	)	PUNCT
easat-8539	287	11	indicates	indicate	VERB
easat-8539	287	12	that	that	SCONJ
easat-8539	287	13	the	the	DET
easat-8539	287	14	concentrations	concentration	NOUN
easat-8539	287	15	of	of	ADP
easat-8539	287	16	the	the	DET
easat-8539	287	17	two	two	NUM
easat-8539	287	18	compounds	compound	NOUN
easat-8539	287	19	tend	tend	VERB
easat-8539	287	20	to	to	PART
easat-8539	287	21	increase	increase	VERB
easat-8539	287	22	or	or	CCONJ
easat-8539	287	23	decrease	decrease	VERB
easat-8539	287	24	in	in	ADP
easat-8539	287	25	tandem	tandem	PROPN
easat-8539	287	26	.	.	PUNCT
easat-8539	288	1	in	in	ADP
easat-8539	288	2	comparison	comparison	NOUN
easat-8539	288	3	,	,	PUNCT
easat-8539	288	4	a	a	DET
easat-8539	288	5	negative	negative	ADJ
easat-8539	288	6	correlation	correlation	NOUN
easat-8539	288	7	(	(	PUNCT
easat-8539	288	8	usually	usually	ADV
easat-8539	288	9	depicted	depict	VERB
easat-8539	288	10	with	with	ADP
easat-8539	288	11	cooler	cool	ADJ
easat-8539	288	12	colors	color	NOUN
easat-8539	288	13	)	)	PUNCT
easat-8539	288	14	indicates	indicate	VERB
easat-8539	288	15	that	that	SCONJ
easat-8539	288	16	as	as	ADP
easat-8539	288	17	one	one	NUM
easat-8539	288	18	variable	variable	ADJ
easat-8539	288	19	increases	increase	NOUN
easat-8539	288	20	,	,	PUNCT
easat-8539	288	21	the	the	DET
easat-8539	288	22	other	other	ADJ
easat-8539	288	23	tends	tend	VERB
easat-8539	288	24	to	to	PART
easat-8539	288	25	decrease	decrease	VERB
easat-8539	288	26	in	in	ADP
easat-8539	288	27	value	value	NOUN
easat-8539	288	28	.	.	PUNCT
easat-8539	289	1	the	the	DET
easat-8539	289	2	oleic	oleic	ADJ
easat-8539	289	3	acid	acid	NOUN
easat-8539	289	4	(	(	PUNCT
easat-8539	289	5	c18:1(n-9	c18:1(n-9	NOUN
easat-8539	289	6	)	)	PUNCT
easat-8539	289	7	cis	cis	NOUN
easat-8539	289	8	)	)	PUNCT
easat-8539	289	9	exhibits	exhibit	VERB
easat-8539	289	10	a	a	DET
easat-8539	289	11	strong	strong	ADJ
easat-8539	289	12	negative	negative	ADJ
easat-8539	289	13	correlation	correlation	NOUN
easat-8539	289	14	with	with	ADP
easat-8539	289	15	palmitic	palmitic	ADJ
easat-8539	289	16	acid	acid	NOUN
easat-8539	289	17	(	(	PUNCT
easat-8539	289	18	c16:0	c16:0	NOUN
easat-8539	289	19	)	)	PUNCT
easat-8539	289	20	.	.	PUNCT
easat-8539	290	1	this	this	PRON
easat-8539	290	2	suggests	suggest	VERB
easat-8539	290	3	that	that	SCONJ
easat-8539	290	4	in	in	ADP
easat-8539	290	5	the	the	DET
easat-8539	290	6	analyzed	analyze	VERB
easat-8539	290	7	samples	sample	NOUN
easat-8539	290	8	,	,	PUNCT
easat-8539	290	9	when	when	SCONJ
easat-8539	290	10	oleic	oleic	ADJ
easat-8539	290	11	acid	acid	PROPN
easat-8539	290	12	levels	level	NOUN
easat-8539	290	13	are	be	AUX
easat-8539	290	14	high	high	ADJ
easat-8539	290	15	,	,	PUNCT
easat-8539	290	16	palmitic	palmitic	ADJ
easat-8539	290	17	acid	acid	NOUN
easat-8539	290	18	levels	level	NOUN
easat-8539	290	19	tend	tend	VERB
easat-8539	290	20	to	to	PART
easat-8539	290	21	be	be	AUX
easat-8539	290	22	low	low	ADJ
easat-8539	290	23	,	,	PUNCT
easat-8539	290	24	and	and	CCONJ
easat-8539	290	25	vice	vice	ADV
easat-8539	290	26	versa	versa	ADV
easat-8539	290	27	.	.	PUNCT
easat-8539	291	1	this	this	DET
easat-8539	291	2	inverse	inverse	NOUN
easat-8539	291	3	relationship	relationship	NOUN
easat-8539	291	4	may	may	AUX
easat-8539	291	5	reflect	reflect	VERB
easat-8539	291	6	metabolic	metabolic	NOUN
easat-8539	291	7	trade	trade	NOUN
easat-8539	291	8	-	-	PUNCT
easat-8539	291	9	offs	off	NOUN
easat-8539	291	10	or	or	CCONJ
easat-8539	291	11	preferences	preference	NOUN
easat-8539	291	12	in	in	ADP
easat-8539	291	13	biosynthetic	biosynthetic	ADJ
easat-8539	291	14	pathways	pathway	NOUN
easat-8539	291	15	within	within	ADP
easat-8539	291	16	the	the	DET
easat-8539	291	17	plant	plant	NOUN
easat-8539	291	18	or	or	CCONJ
easat-8539	291	19	cultivar	cultivar	NOUN
easat-8539	291	20	.	.	PUNCT
easat-8539	292	1	another	another	DET
easat-8539	292	2	example	example	NOUN
easat-8539	292	3	is	be	AUX
easat-8539	292	4	linoleic	linoleic	ADJ
easat-8539	292	5	acid	acid	NOUN
easat-8539	292	6	,	,	PUNCT
easat-8539	292	7	c18:2(n-6)cis	c18:2(n-6)cis	PROPN
easat-8539	292	8	,	,	PUNCT
easat-8539	292	9	which	which	PRON
easat-8539	292	10	has	have	VERB
easat-8539	292	11	a	a	DET
easat-8539	292	12	moderate	moderate	ADJ
easat-8539	292	13	positive	positive	ADJ
easat-8539	292	14	correlation	correlation	NOUN
easat-8539	292	15	with	with	ADP
easat-8539	292	16	alpha	alpha	NOUN
easat-8539	292	17	-	-	PUNCT
easat-8539	292	18	linolenic	linolenic	ADJ
easat-8539	292	19	acid	acid	NOUN
easat-8539	292	20	(	(	PUNCT
easat-8539	292	21	c18:3(n-3	c18:3(n-3	NOUN
easat-8539	292	22	)	)	PUNCT
easat-8539	292	23	)	)	PUNCT
easat-8539	292	24	.	.	PUNCT
easat-8539	293	1	this	this	PRON
easat-8539	293	2	suggests	suggest	VERB
easat-8539	293	3	that	that	SCONJ
easat-8539	293	4	these	these	DET
easat-8539	293	5	two	two	NUM
easat-8539	293	6	polyunsaturated	polyunsaturated	ADJ
easat-8539	293	7	fatty	fatty	NOUN
easat-8539	293	8	acids	acid	NOUN
easat-8539	293	9	often	often	ADV
easat-8539	293	10	co	co	VERB
easat-8539	293	11	-	-	VERB
easat-8539	293	12	occur	occur	VERB
easat-8539	293	13	because	because	SCONJ
easat-8539	293	14	they	they	PRON
easat-8539	293	15	share	share	VERB
easat-8539	293	16	similar	similar	ADJ
easat-8539	293	17	biosynthetic	biosynthetic	ADJ
easat-8539	293	18	pathways	pathway	NOUN
easat-8539	293	19	109	109	NUM
easat-8539	293	20	edelweiss	edelweiss	PROPN
easat-8539	293	21	applied	apply	VERB
easat-8539	293	22	science	science	NOUN
easat-8539	293	23	and	and	CCONJ
easat-8539	293	24	technology	technology	NOUN
easat-8539	293	25	issn	issn	PROPN
easat-8539	293	26	:	:	PUNCT
easat-8539	293	27	2576	2576	NUM
easat-8539	293	28	-	-	SYM
easat-8539	293	29	8484	8484	NUM
easat-8539	293	30	vol	vol	NOUN
easat-8539	293	31	.	.	PROPN
easat-8539	294	1	9	9	NUM
easat-8539	294	2	,	,	PUNCT
easat-8539	294	3	no	no	INTJ
easat-8539	294	4	.	.	NOUN
easat-8539	295	1	7	7	NUM
easat-8539	295	2	:	:	SYM
easat-8539	295	3	93	93	NUM
easat-8539	295	4	-	-	SYM
easat-8539	295	5	110	110	NUM
easat-8539	295	6	,	,	PUNCT
easat-8539	295	7	2025	2025	NUM
easat-8539	295	8	doi	doi	NOUN
easat-8539	295	9	:	:	PUNCT
easat-8539	295	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	295	11	©	©	PROPN
easat-8539	295	12	2025	2025	NUM
easat-8539	295	13	by	by	ADP
easat-8539	295	14	the	the	DET
easat-8539	295	15	authors	author	NOUN
easat-8539	295	16	;	;	PUNCT
easat-8539	295	17	licensee	licensee	PROPN
easat-8539	295	18	learning	learning	NOUN
easat-8539	295	19	gate	gate	NOUN
easat-8539	295	20	or	or	CCONJ
easat-8539	295	21	are	be	AUX
easat-8539	295	22	influenced	influence	VERB
easat-8539	295	23	by	by	ADP
easat-8539	295	24	similar	similar	ADJ
easat-8539	295	25	environmental	environmental	ADJ
easat-8539	295	26	or	or	CCONJ
easat-8539	295	27	genetic	genetic	ADJ
easat-8539	295	28	factors	factor	NOUN
easat-8539	295	29	.	.	PUNCT
easat-8539	296	1	their	their	PRON
easat-8539	296	2	co	co	NOUN
easat-8539	296	3	-	-	NOUN
easat-8539	296	4	occurrence	occurrence	NOUN
easat-8539	296	5	in	in	ADP
easat-8539	296	6	certain	certain	ADJ
easat-8539	296	7	cultivars	cultivar	NOUN
easat-8539	296	8	can	can	AUX
easat-8539	296	9	point	point	VERB
easat-8539	296	10	to	to	ADP
easat-8539	296	11	specific	specific	ADJ
easat-8539	296	12	metabolic	metabolic	NOUN
easat-8539	296	13	profiles	profile	NOUN
easat-8539	296	14	associated	associate	VERB
easat-8539	296	15	with	with	ADP
easat-8539	296	16	those	those	DET
easat-8539	296	17	varieties	variety	NOUN
easat-8539	296	18	.	.	PUNCT
easat-8539	297	1	understanding	understand	VERB
easat-8539	297	2	these	these	DET
easat-8539	297	3	interrelationships	interrelationship	NOUN
easat-8539	297	4	between	between	ADP
easat-8539	297	5	chemical	chemical	ADJ
easat-8539	297	6	components	component	NOUN
easat-8539	297	7	is	be	AUX
easat-8539	297	8	essential	essential	ADJ
easat-8539	297	9	for	for	ADP
easat-8539	297	10	the	the	DET
easat-8539	297	11	model	model	NOUN
easat-8539	297	12	.	.	PUNCT
easat-8539	298	1	by	by	ADP
easat-8539	298	2	capturing	capture	VERB
easat-8539	298	3	how	how	SCONJ
easat-8539	298	4	these	these	DET
easat-8539	298	5	compounds	compound	NOUN
easat-8539	298	6	vary	vary	VERB
easat-8539	298	7	together	together	ADV
easat-8539	298	8	,	,	PUNCT
easat-8539	298	9	the	the	DET
easat-8539	298	10	model	model	NOUN
easat-8539	298	11	gains	gain	VERB
easat-8539	298	12	a	a	DET
easat-8539	298	13	better	well	ADJ
easat-8539	298	14	understanding	understanding	NOUN
easat-8539	298	15	of	of	ADP
easat-8539	298	16	the	the	DET
easat-8539	298	17	underlying	underlie	VERB
easat-8539	298	18	chemistry	chemistry	NOUN
easat-8539	298	19	that	that	PRON
easat-8539	298	20	distinguishes	distinguish	VERB
easat-8539	298	21	one	one	NUM
easat-8539	298	22	cultivar	cultivar	NOUN
easat-8539	298	23	from	from	ADP
easat-8539	298	24	another	another	PRON
easat-8539	298	25	.	.	PUNCT
easat-8539	299	1	this	this	PRON
easat-8539	299	2	enables	enable	VERB
easat-8539	299	3	more	more	ADV
easat-8539	299	4	accurate	accurate	ADJ
easat-8539	299	5	classification	classification	NOUN
easat-8539	299	6	or	or	CCONJ
easat-8539	299	7	prediction	prediction	NOUN
easat-8539	299	8	tasks	task	NOUN
easat-8539	299	9	in	in	ADP
easat-8539	299	10	areas	area	NOUN
easat-8539	299	11	such	such	ADJ
easat-8539	299	12	as	as	ADP
easat-8539	299	13	plant	plant	NOUN
easat-8539	299	14	breeding	breeding	NOUN
easat-8539	299	15	,	,	PUNCT
easat-8539	299	16	nutritional	nutritional	ADJ
easat-8539	299	17	analysis	analysis	NOUN
easat-8539	299	18	,	,	PUNCT
easat-8539	299	19	or	or	CCONJ
easat-8539	299	20	quality	quality	NOUN
easat-8539	299	21	control	control	NOUN
easat-8539	299	22	.	.	PUNCT
easat-8539	300	1	the	the	DET
easat-8539	300	2	random	random	ADJ
easat-8539	300	3	forest	forest	NOUN
easat-8539	300	4	model	model	NOUN
easat-8539	300	5	performs	perform	VERB
easat-8539	300	6	perfectly	perfectly	ADV
easat-8539	300	7	on	on	ADP
easat-8539	300	8	this	this	DET
easat-8539	300	9	dataset	dataset	NOUN
easat-8539	300	10	(	(	PUNCT
easat-8539	300	11	based	base	VERB
easat-8539	300	12	on	on	ADP
easat-8539	300	13	this	this	DET
easat-8539	300	14	matrix	matrix	NOUN
easat-8539	300	15	)	)	PUNCT
easat-8539	300	16	,	,	PUNCT
easat-8539	300	17	suggesting	suggest	VERB
easat-8539	300	18	distinct	distinct	ADJ
easat-8539	300	19	chemical	chemical	NOUN
easat-8539	300	20	signatures	signature	NOUN
easat-8539	300	21	for	for	ADP
easat-8539	300	22	each	each	DET
easat-8539	300	23	cultivar	cultivar	NOUN
easat-8539	300	24	.	.	PUNCT
easat-8539	301	1	4	4	X
easat-8539	301	2	.	.	X
easat-8539	301	3	conclusions	conclusion	NOUN
easat-8539	301	4	identifying	identify	VERB
easat-8539	301	5	olive	olive	ADJ
easat-8539	301	6	oil	oil	NOUN
easat-8539	301	7	(	(	PUNCT
easat-8539	301	8	oo	oo	INTJ
easat-8539	301	9	)	)	PUNCT
easat-8539	301	10	by	by	ADP
easat-8539	301	11	cultivar	cultivar	NOUN
easat-8539	301	12	and	and	CCONJ
easat-8539	301	13	origin	origin	NOUN
easat-8539	301	14	enhances	enhance	VERB
easat-8539	301	15	the	the	DET
easat-8539	301	16	success	success	NOUN
easat-8539	301	17	of	of	ADP
easat-8539	301	18	products	product	NOUN
easat-8539	301	19	both	both	CCONJ
easat-8539	301	20	locally	locally	ADV
easat-8539	301	21	and	and	CCONJ
easat-8539	301	22	globally	globally	ADV
easat-8539	301	23	.	.	PUNCT
easat-8539	302	1	kalinjot	kalinjot	VERB
easat-8539	302	2	olive	olive	PROPN
easat-8539	302	3	oil	oil	NOUN
easat-8539	302	4	parameters	parameter	NOUN
easat-8539	302	5	can	can	AUX
easat-8539	302	6	be	be	AUX
easat-8539	302	7	adjusted	adjust	VERB
easat-8539	302	8	based	base	VERB
easat-8539	302	9	on	on	ADP
easat-8539	302	10	geographic	geographic	ADJ
easat-8539	302	11	origin	origin	NOUN
easat-8539	302	12	to	to	PART
easat-8539	302	13	verify	verify	VERB
easat-8539	302	14	quality	quality	NOUN
easat-8539	302	15	and	and	CCONJ
easat-8539	302	16	prevent	prevent	NOUN
easat-8539	302	17	adulteration	adulteration	NOUN
easat-8539	302	18	.	.	PUNCT
easat-8539	303	1	the	the	DET
easat-8539	303	2	random	random	ADJ
easat-8539	303	3	forest	forest	NOUN
easat-8539	303	4	model	model	NOUN
easat-8539	303	5	achieves	achieve	VERB
easat-8539	303	6	approximately	approximately	ADV
easat-8539	303	7	93	93	NUM
easat-8539	303	8	%	%	NOUN
easat-8539	303	9	accuracy	accuracy	NOUN
easat-8539	303	10	in	in	ADP
easat-8539	303	11	classifying	classify	VERB
easat-8539	303	12	origin	origin	NOUN
easat-8539	303	13	,	,	PUNCT
easat-8539	303	14	with	with	ADP
easat-8539	303	15	strong	strong	ADJ
easat-8539	303	16	confusion	confusion	NOUN
easat-8539	303	17	matrix	matrix	NOUN
easat-8539	303	18	results	result	NOUN
easat-8539	303	19	and	and	CCONJ
easat-8539	303	20	good	good	ADJ
easat-8539	303	21	generalization	generalization	NOUN
easat-8539	303	22	,	,	PUNCT
easat-8539	303	23	requiring	require	VERB
easat-8539	303	24	minimal	minimal	ADJ
easat-8539	303	25	tuning	tuning	NOUN
easat-8539	303	26	.	.	PUNCT
easat-8539	304	1	svm	svm	PROPN
easat-8539	304	2	and	and	CCONJ
easat-8539	304	3	knn	knn	PROPN
easat-8539	304	4	perform	perform	VERB
easat-8539	304	5	adequately	adequately	ADV
easat-8539	304	6	but	but	CCONJ
easat-8539	304	7	are	be	AUX
easat-8539	304	8	less	less	ADV
easat-8539	304	9	suitable	suitable	ADJ
easat-8539	304	10	due	due	ADJ
easat-8539	304	11	to	to	ADP
easat-8539	304	12	lower	low	ADJ
easat-8539	304	13	accuracy	accuracy	NOUN
easat-8539	304	14	and	and	CCONJ
easat-8539	304	15	sensitivity	sensitivity	NOUN
easat-8539	304	16	to	to	ADP
easat-8539	304	17	parameters	parameter	NOUN
easat-8539	304	18	.	.	PUNCT
easat-8539	305	1	the	the	DET
easat-8539	305	2	research	research	NOUN
easat-8539	305	3	shows	show	VERB
easat-8539	305	4	that	that	SCONJ
easat-8539	305	5	logistic	logistic	ADJ
easat-8539	305	6	regression	regression	NOUN
easat-8539	305	7	,	,	PUNCT
easat-8539	305	8	knn	knn	PROPN
easat-8539	305	9	,	,	PUNCT
easat-8539	305	10	and	and	CCONJ
easat-8539	305	11	svm	svm	PROPN
easat-8539	305	12	effectively	effectively	ADV
easat-8539	305	13	identify	identify	AUX
easat-8539	305	14	kalinjot	kalinjot	VERB
easat-8539	305	15	voo	voo	PROPN
easat-8539	305	16	sources	source	NOUN
easat-8539	305	17	,	,	PUNCT
easat-8539	305	18	improving	improve	VERB
easat-8539	305	19	quality	quality	NOUN
easat-8539	305	20	control	control	NOUN
easat-8539	305	21	and	and	CCONJ
easat-8539	305	22	traceability	traceability	NOUN
easat-8539	305	23	of	of	ADP
easat-8539	305	24	albanian	albanian	ADJ
easat-8539	305	25	mono	mono	NOUN
easat-8539	305	26	-	-	PUNCT
easat-8539	305	27	cultivar	cultivar	NOUN
easat-8539	305	28	olive	olive	NOUN
easat-8539	305	29	oils	oil	NOUN
easat-8539	305	30	.	.	PUNCT
easat-8539	306	1	this	this	PRON
easat-8539	306	2	helps	help	VERB
easat-8539	306	3	companies	company	NOUN
easat-8539	306	4	verify	verify	VERB
easat-8539	306	5	product	product	NOUN
easat-8539	306	6	authenticity	authenticity	NOUN
easat-8539	306	7	.	.	PUNCT
easat-8539	307	1	machine	machine	NOUN
easat-8539	307	2	learning	learn	VERB
easat-8539	307	3	algorithms	algorithm	NOUN
easat-8539	307	4	can	can	AUX
easat-8539	307	5	extract	extract	VERB
easat-8539	307	6	complex	complex	ADJ
easat-8539	307	7	data	datum	NOUN
easat-8539	307	8	,	,	PUNCT
easat-8539	307	9	aid	aid	NOUN
easat-8539	307	10	decision	decision	NOUN
easat-8539	307	11	-	-	PUNCT
easat-8539	307	12	making	making	NOUN
easat-8539	307	13	,	,	PUNCT
easat-8539	307	14	and	and	CCONJ
easat-8539	307	15	boost	boost	VERB
easat-8539	307	16	quality	quality	NOUN
easat-8539	307	17	and	and	CCONJ
easat-8539	307	18	competitiveness	competitiveness	NOUN
easat-8539	307	19	.	.	PUNCT
easat-8539	308	1	as	as	SCONJ
easat-8539	308	2	the	the	DET
easat-8539	308	3	dataset	dataset	NOUN
easat-8539	308	4	grows	grow	NOUN
easat-8539	308	5	,	,	PUNCT
easat-8539	308	6	prediction	prediction	NOUN
easat-8539	308	7	accuracy	accuracy	NOUN
easat-8539	308	8	improves	improve	VERB
easat-8539	308	9	,	,	PUNCT
easat-8539	308	10	with	with	ADP
easat-8539	308	11	the	the	DET
easat-8539	308	12	model	model	NOUN
easat-8539	308	13	achieving	achieve	VERB
easat-8539	308	14	100	100	NUM
easat-8539	308	15	%	%	NOUN
easat-8539	308	16	accuracy	accuracy	NOUN
easat-8539	308	17	in	in	ADP
easat-8539	308	18	the	the	DET
easat-8539	308	19	current	current	ADJ
easat-8539	308	20	dataset	dataset	NOUN
easat-8539	308	21	.	.	PUNCT
easat-8539	309	1	the	the	DET
easat-8539	309	2	random	random	ADJ
easat-8539	309	3	forest	forest	NOUN
easat-8539	309	4	model	model	NOUN
easat-8539	309	5	distinguishes	distinguish	VERB
easat-8539	309	6	the	the	DET
easat-8539	309	7	chemical	chemical	NOUN
easat-8539	309	8	signatures	signature	NOUN
easat-8539	309	9	of	of	ADP
easat-8539	309	10	three	three	NUM
easat-8539	309	11	olive	olive	NOUN
easat-8539	309	12	varietals	varietal	NOUN
easat-8539	309	13	effectively	effectively	ADV
easat-8539	309	14	,	,	PUNCT
easat-8539	309	15	due	due	ADP
easat-8539	309	16	to	to	ADP
easat-8539	309	17	their	their	PRON
easat-8539	309	18	unique	unique	ADJ
easat-8539	309	19	profiles	profile	NOUN
easat-8539	309	20	.	.	PUNCT
easat-8539	310	1	results	result	NOUN
easat-8539	310	2	for	for	ADP
easat-8539	310	3	mixan	mixan	ADJ
easat-8539	310	4	and	and	CCONJ
easat-8539	310	5	ulli	ulli	PROPN
easat-8539	311	1	i	i	PRON
easat-8539	311	2	bardhë	bardhë	NOUN
easat-8539	311	3	cultivars	cultivar	NOUN
easat-8539	311	4	may	may	AUX
easat-8539	311	5	be	be	AUX
easat-8539	311	6	affected	affect	VERB
easat-8539	311	7	by	by	ADP
easat-8539	311	8	the	the	DET
easat-8539	311	9	limited	limited	ADJ
easat-8539	311	10	number	number	NOUN
easat-8539	311	11	of	of	ADP
easat-8539	311	12	samples	sample	NOUN
easat-8539	311	13	,	,	PUNCT
easat-8539	311	14	through	through	ADP
easat-8539	311	15	overfitting	overfitte	VERB
easat-8539	311	16	and	and	CCONJ
easat-8539	311	17	untested	untested	ADJ
easat-8539	311	18	generalization	generalization	NOUN
easat-8539	311	19	.	.	PUNCT
easat-8539	312	1	overall	overall	ADJ
easat-8539	312	2	,	,	PUNCT
easat-8539	312	3	random	random	ADJ
easat-8539	312	4	forest	forest	NOUN
easat-8539	312	5	is	be	AUX
easat-8539	312	6	the	the	DET
easat-8539	312	7	most	most	ADV
easat-8539	312	8	effective	effective	ADJ
easat-8539	312	9	model	model	NOUN
easat-8539	312	10	,	,	PUNCT
easat-8539	312	11	correctly	correctly	ADV
easat-8539	312	12	classifying	classify	VERB
easat-8539	312	13	all	all	DET
easat-8539	312	14	three	three	NUM
easat-8539	312	15	types	type	NOUN
easat-8539	312	16	according	accord	VERB
easat-8539	312	17	to	to	ADP
easat-8539	312	18	the	the	DET
easat-8539	312	19	confusion	confusion	NOUN
easat-8539	312	20	matrix	matrix	NOUN
easat-8539	312	21	.	.	PUNCT
easat-8539	313	1	transparency	transparency	NOUN
easat-8539	313	2	:	:	PUNCT
easat-8539	313	3	the	the	DET
easat-8539	313	4	authors	author	NOUN
easat-8539	313	5	confirm	confirm	VERB
easat-8539	313	6	that	that	SCONJ
easat-8539	313	7	the	the	DET
easat-8539	313	8	manuscript	manuscript	NOUN
easat-8539	313	9	is	be	AUX
easat-8539	313	10	an	an	DET
easat-8539	313	11	honest	honest	ADJ
easat-8539	313	12	,	,	PUNCT
easat-8539	313	13	accurate	accurate	ADJ
easat-8539	313	14	,	,	PUNCT
easat-8539	313	15	and	and	CCONJ
easat-8539	313	16	transparent	transparent	ADJ
easat-8539	313	17	account	account	NOUN
easat-8539	313	18	of	of	ADP
easat-8539	313	19	the	the	DET
easat-8539	313	20	study	study	NOUN
easat-8539	313	21	;	;	PUNCT
easat-8539	313	22	that	that	SCONJ
easat-8539	313	23	no	no	DET
easat-8539	313	24	vital	vital	ADJ
easat-8539	313	25	features	feature	NOUN
easat-8539	313	26	of	of	ADP
easat-8539	313	27	the	the	DET
easat-8539	313	28	study	study	NOUN
easat-8539	313	29	have	have	AUX
easat-8539	313	30	been	be	AUX
easat-8539	313	31	omitted	omit	VERB
easat-8539	313	32	;	;	PUNCT
easat-8539	313	33	and	and	CCONJ
easat-8539	313	34	that	that	SCONJ
easat-8539	313	35	any	any	DET
easat-8539	313	36	discrepancies	discrepancy	NOUN
easat-8539	313	37	from	from	ADP
easat-8539	313	38	the	the	DET
easat-8539	313	39	study	study	NOUN
easat-8539	313	40	as	as	SCONJ
easat-8539	313	41	planned	plan	VERB
easat-8539	313	42	have	have	AUX
easat-8539	313	43	been	be	AUX
easat-8539	313	44	explained	explain	VERB
easat-8539	313	45	.	.	PUNCT
easat-8539	314	1	this	this	DET
easat-8539	314	2	study	study	NOUN
easat-8539	314	3	followed	follow	VERB
easat-8539	314	4	all	all	DET
easat-8539	314	5	ethical	ethical	ADJ
easat-8539	314	6	practices	practice	NOUN
easat-8539	314	7	during	during	ADP
easat-8539	314	8	writing	writing	NOUN
easat-8539	314	9	.	.	PUNCT
easat-8539	315	1	copyright	copyright	NOUN
easat-8539	315	2	:	:	PUNCT
easat-8539	315	3	©	©	PROPN
easat-8539	315	4	2025	2025	NUM
easat-8539	315	5	by	by	ADP
easat-8539	315	6	the	the	DET
easat-8539	315	7	authors	author	NOUN
easat-8539	315	8	.	.	PUNCT
easat-8539	316	1	this	this	DET
easat-8539	316	2	open	open	ADJ
easat-8539	316	3	-	-	PUNCT
easat-8539	316	4	access	access	NOUN
easat-8539	316	5	article	article	NOUN
easat-8539	316	6	is	be	AUX
easat-8539	316	7	distributed	distribute	VERB
easat-8539	316	8	under	under	ADP
easat-8539	316	9	the	the	DET
easat-8539	316	10	terms	term	NOUN
easat-8539	316	11	and	and	CCONJ
easat-8539	316	12	conditions	condition	NOUN
easat-8539	316	13	of	of	ADP
easat-8539	316	14	the	the	DET
easat-8539	316	15	creative	creative	ADJ
easat-8539	316	16	commons	common	NOUN
easat-8539	316	17	attribution	attribution	NOUN
easat-8539	316	18	(	(	PUNCT
easat-8539	316	19	cc	cc	NOUN
easat-8539	316	20	by	by	ADP
easat-8539	316	21	)	)	PUNCT
easat-8539	316	22	license	license	NOUN
easat-8539	316	23	(	(	PUNCT
easat-8539	316	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-8539	316	25	)	)	PUNCT
easat-8539	316	26	.	.	PUNCT
easat-8539	317	1	references	reference	NOUN
easat-8539	317	2	[	[	X
easat-8539	317	3	1	1	X
easat-8539	317	4	]	]	PUNCT
easat-8539	317	5	d.	d.	PROPN
easat-8539	317	6	boskou	boskou	PROPN
easat-8539	317	7	,	,	PUNCT
easat-8539	317	8	olive	olive	NOUN
easat-8539	317	9	and	and	CCONJ
easat-8539	317	10	olive	olive	ADJ
easat-8539	317	11	oil	oil	NOUN
easat-8539	317	12	bioactive	bioactive	NOUN
easat-8539	317	13	constituents	constituent	NOUN
easat-8539	317	14	.	.	PUNCT
easat-8539	318	1	amsterdam	amsterdam	PROPN
easat-8539	318	2	,	,	PUNCT
easat-8539	318	3	netherlands	netherlands	PROPN
easat-8539	318	4	:	:	PUNCT
easat-8539	318	5	elsevier	elsevier	NOUN
easat-8539	318	6	,	,	PUNCT
easat-8539	318	7	2015	2015	NUM
easat-8539	318	8	,	,	PUNCT
easat-8539	318	9	pp	pp	ADJ
easat-8539	318	10	.	.	PUNCT
easat-8539	319	1	1	1	NUM
easat-8539	319	2	-	-	SYM
easat-8539	319	3	30	30	NUM
easat-8539	319	4	.	.	PUNCT
easat-8539	320	1	[	[	X
easat-8539	320	2	2	2	X
easat-8539	320	3	]	]	PUNCT
easat-8539	320	4	d.	d.	PROPN
easat-8539	320	5	topi	topi	PROPN
easat-8539	320	6	,	,	PUNCT
easat-8539	320	7	f.	f.	PROPN
easat-8539	320	8	thomaj	thomaj	PROPN
easat-8539	320	9	,	,	PUNCT
easat-8539	320	10	and	and	CCONJ
easat-8539	320	11	e.	e.	PROPN
easat-8539	320	12	halimi	halimi	PROPN
easat-8539	320	13	,	,	PUNCT
easat-8539	320	14	"	"	PUNCT
easat-8539	320	15	virgin	virgin	ADJ
easat-8539	320	16	olive	olive	NOUN
easat-8539	320	17	oil	oil	NOUN
easat-8539	320	18	production	production	NOUN
easat-8539	320	19	from	from	ADP
easat-8539	320	20	the	the	DET
easat-8539	320	21	major	major	ADJ
easat-8539	320	22	olive	olive	NOUN
easat-8539	320	23	varieties	variety	NOUN
easat-8539	320	24	in	in	ADP
easat-8539	320	25	albania	albania	NOUN
easat-8539	320	26	,	,	PUNCT
easat-8539	320	27	"	"	PUNCT
easat-8539	320	28	poljoprivreda	poljoprivreda	NOUN
easat-8539	320	29	i	i	PRON
easat-8539	320	30	sumarstvo	sumarstvo	VERB
easat-8539	320	31	,	,	PUNCT
easat-8539	320	32	vol	vol	NOUN
easat-8539	320	33	.	.	PROPN
easat-8539	321	1	58	58	NUM
easat-8539	321	2	,	,	PUNCT
easat-8539	321	3	no	no	INTJ
easat-8539	321	4	.	.	NOUN
easat-8539	321	5	2	2	NUM
easat-8539	321	6	,	,	PUNCT
easat-8539	321	7	p.	p.	NOUN
easat-8539	321	8	87	87	NUM
easat-8539	321	9	,	,	PUNCT
easat-8539	321	10	2012	2012	NUM
easat-8539	321	11	.	.	PUNCT
easat-8539	322	1	[	[	X
easat-8539	322	2	3	3	X
easat-8539	322	3	]	]	X
easat-8539	322	4	d.	d.	PROPN
easat-8539	322	5	topi	topi	PROPN
easat-8539	322	6	,	,	PUNCT
easat-8539	322	7	a.	a.	NOUN
easat-8539	322	8	amanpour	amanpour	PROPN
easat-8539	322	9	,	,	PUNCT
easat-8539	322	10	h.	h.	PROPN
easat-8539	322	11	kelebek	kelebek	PROPN
easat-8539	322	12	,	,	PUNCT
easat-8539	322	13	and	and	CCONJ
easat-8539	322	14	s.	s.	PROPN
easat-8539	322	15	selli	selli	PROPN
easat-8539	322	16	,	,	PUNCT
easat-8539	322	17	"	"	PUNCT
easat-8539	322	18	screening	screen	VERB
easat-8539	322	19	of	of	ADP
easat-8539	322	20	aroma	aroma	NOUN
easat-8539	322	21	profiles	profile	NOUN
easat-8539	322	22	in	in	ADP
easat-8539	322	23	albanian	albanian	PROPN
easat-8539	322	24	cvs	cvs	PROPN
easat-8539	322	25	.	.	PUNCT
easat-8539	323	1	kalinjot	kalinjot	PROPN
easat-8539	323	2	and	and	CCONJ
easat-8539	323	3	bardhi	bardhi	VERB
easat-8539	323	4	tirana	tirana	ADJ
easat-8539	323	5	olive	olive	NOUN
easat-8539	323	6	oils	oil	NOUN
easat-8539	323	7	using	use	VERB
easat-8539	323	8	purge	purge	NOUN
easat-8539	323	9	and	and	CCONJ
easat-8539	323	10	trap	trap	NOUN
easat-8539	323	11	extraction	extraction	NOUN
easat-8539	323	12	technique	technique	NOUN
easat-8539	323	13	,	,	PUNCT
easat-8539	323	14	"	"	PUNCT
easat-8539	323	15	rivista	rivista	PROPN
easat-8539	323	16	italiana	italiana	PROPN
easat-8539	323	17	delle	delle	PROPN
easat-8539	323	18	sostanze	sostanze	PROPN
easat-8539	323	19	grasse	grasse	PROPN
easat-8539	323	20	,	,	PUNCT
easat-8539	323	21	vol	vol	NOUN
easat-8539	323	22	.	.	PROPN
easat-8539	324	1	96	96	NUM
easat-8539	324	2	,	,	PUNCT
easat-8539	324	3	no	no	INTJ
easat-8539	324	4	.	.	NOUN
easat-8539	324	5	2	2	NUM
easat-8539	324	6	,	,	PUNCT
easat-8539	324	7	2019	2019	NUM
easat-8539	324	8	.	.	PUNCT
easat-8539	325	1	[	[	X
easat-8539	325	2	4	4	X
easat-8539	325	3	]	]	X
easat-8539	325	4	d.	d.	PROPN
easat-8539	325	5	topi	topi	PROPN
easat-8539	325	6	,	,	PUNCT
easat-8539	325	7	g.	g.	PROPN
easat-8539	325	8	gamze	gamze	PROPN
easat-8539	325	9	,	,	PUNCT
easat-8539	325	10	k.	k.	PROPN
easat-8539	325	11	hasim	hasim	PROPN
easat-8539	325	12	,	,	PUNCT
easat-8539	325	13	and	and	CCONJ
easat-8539	325	14	s.	s.	PROPN
easat-8539	325	15	and	and	CCONJ
easat-8539	325	16	selli	selli	NOUN
easat-8539	325	17	,	,	PUNCT
easat-8539	325	18	"	"	PUNCT
easat-8539	325	19	comparative	comparative	ADJ
easat-8539	325	20	elucidation	elucidation	NOUN
easat-8539	325	21	of	of	ADP
easat-8539	325	22	phenolic	phenolic	ADJ
easat-8539	325	23	compounds	compound	NOUN
easat-8539	325	24	in	in	ADP
easat-8539	325	25	albanian	albanian	ADJ
easat-8539	325	26	olive	olive	NOUN
easat-8539	325	27	oils	oil	NOUN
easat-8539	325	28	using	use	VERB
easat-8539	325	29	lc	lc	PROPN
easat-8539	325	30	-	-	PUNCT
easat-8539	325	31	dad	dad	NOUN
easat-8539	325	32	-	-	PUNCT
easat-8539	325	33	esi	esi	PROPN
easat-8539	325	34	-	-	PUNCT
easat-8539	325	35	ms	ms	PROPN
easat-8539	325	36	/	/	SYM
easat-8539	325	37	ms	ms	PROPN
easat-8539	325	38	,	,	PUNCT
easat-8539	325	39	"	"	PUNCT
easat-8539	325	40	journal	journal	NOUN
easat-8539	325	41	of	of	ADP
easat-8539	325	42	liquid	liquid	ADJ
easat-8539	325	43	chromatography	chromatography	NOUN
easat-8539	325	44	&	&	CCONJ
easat-8539	325	45	related	related	ADJ
easat-8539	325	46	technologies	technology	NOUN
easat-8539	325	47	,	,	PUNCT
easat-8539	325	48	vol	vol	NOUN
easat-8539	325	49	.	.	PROPN
easat-8539	325	50	43	43	NUM
easat-8539	325	51	,	,	PUNCT
easat-8539	325	52	no	no	INTJ
easat-8539	325	53	.	.	NOUN
easat-8539	325	54	5	5	NUM
easat-8539	325	55	-	-	SYM
easat-8539	325	56	6	6	NUM
easat-8539	325	57	,	,	PUNCT
easat-8539	325	58	pp	pp	ADJ
easat-8539	325	59	.	.	PUNCT
easat-8539	325	60	203	203	NUM
easat-8539	325	61	-	-	SYM
easat-8539	325	62	212	212	NUM
easat-8539	325	63	,	,	PUNCT
easat-8539	325	64	2020	2020	NUM
easat-8539	325	65	.	.	PUNCT
easat-8539	326	1	https://doi.org/10.1080/10826076.2019.1711117	https://doi.org/10.1080/10826076.2019.1711117	PRON
easat-8539	327	1	[	[	X
easat-8539	327	2	5	5	X
easat-8539	327	3	]	]	PUNCT
easat-8539	327	4	r.	r.	PROPN
easat-8539	327	5	malheiro	malheiro	PROPN
easat-8539	327	6	,	,	PUNCT
easat-8539	327	7	n.	n.	PROPN
easat-8539	327	8	rodrigues	rodrigues	PROPN
easat-8539	327	9	,	,	PUNCT
easat-8539	327	10	and	and	CCONJ
easat-8539	327	11	j.	j.	PROPN
easat-8539	327	12	a.	a.	PROPN
easat-8539	327	13	pereira	pereira	PROPN
easat-8539	327	14	,	,	PUNCT
easat-8539	327	15	"	"	PUNCT
easat-8539	327	16	olive	olive	ADJ
easat-8539	327	17	oil	oil	NOUN
easat-8539	327	18	phenolic	phenolic	NOUN
easat-8539	327	19	composition	composition	NOUN
easat-8539	327	20	as	as	SCONJ
easat-8539	327	21	affected	affect	VERB
easat-8539	327	22	by	by	ADP
easat-8539	327	23	geographic	geographic	ADJ
easat-8539	327	24	origin	origin	NOUN
easat-8539	327	25	,	,	PUNCT
easat-8539	327	26	olive	olive	NOUN
easat-8539	327	27	cultivar	cultivar	NOUN
easat-8539	327	28	,	,	PUNCT
easat-8539	327	29	and	and	CCONJ
easat-8539	327	30	cultivation	cultivation	NOUN
easat-8539	327	31	systems	system	NOUN
easat-8539	327	32	,	,	PUNCT
easat-8539	327	33	"	"	PUNCT
easat-8539	327	34	in	in	ADP
easat-8539	327	35	olive	olive	NOUN
easat-8539	327	36	and	and	CCONJ
easat-8539	327	37	olive	olive	ADJ
easat-8539	327	38	oil	oil	NOUN
easat-8539	327	39	bioactive	bioactive	NOUN
easat-8539	327	40	constituents	constituent	NOUN
easat-8539	327	41	:	:	PUNCT
easat-8539	327	42	elsevier	elsevier	NOUN
easat-8539	327	43	,	,	PUNCT
easat-8539	327	44	2015	2015	NUM
easat-8539	327	45	,	,	PUNCT
easat-8539	327	46	pp	pp	ADJ
easat-8539	327	47	.	.	PUNCT
easat-8539	328	1	93	93	NUM
easat-8539	328	2	-	-	SYM
easat-8539	328	3	121	121	NUM
easat-8539	328	4	.	.	PUNCT
easat-8539	329	1	[	[	X
easat-8539	329	2	6	6	NUM
easat-8539	329	3	]	]	X
easat-8539	329	4	m.-i	m.-i	PROPN
easat-8539	329	5	.	.	PUNCT
easat-8539	329	6	covas	covas	PROPN
easat-8539	329	7	,	,	PUNCT
easat-8539	329	8	m.	m.	NOUN
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easat-8539	329	10	,	,	PUNCT
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easat-8539	329	14	la	la	PROPN
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easat-8539	329	16	,	,	PUNCT
easat-8539	329	17	"	"	PUNCT
easat-8539	329	18	minor	minor	ADJ
easat-8539	329	19	bioactive	bioactive	ADJ
easat-8539	329	20	olive	olive	NOUN
easat-8539	329	21	oil	oil	NOUN
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easat-8539	329	23	and	and	CCONJ
easat-8539	329	24	health	health	NOUN
easat-8539	329	25	:	:	PUNCT
easat-8539	329	26	key	key	ADJ
easat-8539	329	27	data	datum	NOUN
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easat-8539	329	29	their	their	PRON
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easat-8539	329	31	in	in	ADP
easat-8539	329	32	providing	provide	VERB
easat-8539	329	33	health	health	NOUN
easat-8539	329	34	benefits	benefit	NOUN
easat-8539	329	35	in	in	ADP
easat-8539	329	36	humans	human	NOUN
easat-8539	329	37	,	,	PUNCT
easat-8539	329	38	"	"	PUNCT
easat-8539	329	39	olive	olive	NOUN
easat-8539	329	40	and	and	CCONJ
easat-8539	329	41	olive	olive	ADJ
easat-8539	329	42	oil	oil	NOUN
easat-8539	329	43	bioactive	bioactive	NOUN
easat-8539	329	44	constituents	constituent	NOUN
easat-8539	329	45	,	,	PUNCT
easat-8539	329	46	pp	pp	ADV
easat-8539	329	47	.	.	PUNCT
easat-8539	330	1	31	31	NUM
easat-8539	330	2	-	-	SYM
easat-8539	330	3	52	52	NUM
easat-8539	330	4	,	,	PUNCT
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easat-8539	330	6	.	.	PUNCT
easat-8539	331	1	[	[	X
easat-8539	331	2	7	7	X
easat-8539	331	3	]	]	X
easat-8539	331	4	j.	j.	PROPN
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easat-8539	331	6	,	,	PUNCT
easat-8539	331	7	u.	u.	PROPN
easat-8539	331	8	gašić	gašić	PROPN
easat-8539	331	9	,	,	PUNCT
easat-8539	331	10	i.	i.	PROPN
easat-8539	331	11	brčeski	brčeski	PROPN
easat-8539	331	12	,	,	PUNCT
easat-8539	331	13	p.	p.	PROPN
easat-8539	331	14	demertzis	demertzis	PROPN
easat-8539	331	15	,	,	PUNCT
easat-8539	331	16	v.	v.	ADP
easat-8539	331	17	tešević	tešević	NOUN
easat-8539	331	18	,	,	PUNCT
easat-8539	331	19	and	and	CCONJ
easat-8539	331	20	d.	d.	PROPN
easat-8539	331	21	topi	topi	PROPN
easat-8539	331	22	,	,	PUNCT
easat-8539	331	23	"	"	PUNCT
easat-8539	331	24	lc	lc	PROPN
easat-8539	331	25	-	-	PUNCT
easat-8539	331	26	ms	ms	NOUN
easat-8539	331	27	/	/	SYM
easat-8539	331	28	mscharacterization	mscharacterization	NOUN
easat-8539	331	29	of	of	ADP
easat-8539	331	30	phenolic	phenolic	ADJ
easat-8539	331	31	compounds	compound	NOUN
easat-8539	331	32	in	in	ADP
easat-8539	331	33	the	the	DET
easat-8539	331	34	quince	quince	NOUN
easat-8539	331	35	(	(	PUNCT
easat-8539	331	36	cydonia	cydonia	PROPN
easat-8539	331	37	oblonga	oblonga	PROPN
easat-8539	331	38	mill	mill	PROPN
easat-8539	331	39	.	.	PUNCT
easat-8539	331	40	)	)	PUNCT
easat-8539	332	1	and	and	CCONJ
easat-8539	332	2	sweet	sweet	ADJ
easat-8539	332	3	cherry	cherry	NOUN
easat-8539	332	4	(	(	PUNCT
easat-8539	332	5	prunus	prunus	NOUN
easat-8539	332	6	avium	avium	NOUN
easat-8539	332	7	l.	l.	PROPN
easat-8539	332	8	)	)	PUNCT
easat-8539	332	9	fruit	fruit	NOUN
easat-8539	332	10	juices	juice	NOUN
easat-8539	332	11	,	,	PUNCT
easat-8539	332	12	"	"	PUNCT
easat-8539	332	13	agriculture	agriculture	NOUN
easat-8539	332	14	and	and	CCONJ
easat-8539	332	15	forestry	forestry	NOUN
easat-8539	332	16	,	,	PUNCT
easat-8539	332	17	vol	vol	NOUN
easat-8539	332	18	.	.	PROPN
easat-8539	333	1	68	68	NUM
easat-8539	333	2	,	,	PUNCT
easat-8539	333	3	no	no	INTJ
easat-8539	333	4	.	.	NOUN
easat-8539	333	5	2	2	NUM
easat-8539	333	6	,	,	PUNCT
easat-8539	333	7	pp	pp	ADJ
easat-8539	333	8	.	.	PUNCT
easat-8539	334	1	193	193	NUM
easat-8539	334	2	-	-	SYM
easat-8539	334	3	205	205	NUM
easat-8539	334	4	,	,	PUNCT
easat-8539	334	5	2022	2022	NUM
easat-8539	334	6	.	.	PUNCT
easat-8539	335	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-8539	336	1	https://doi.org/10.1080/10826076.2019.1711117	https://doi.org/10.1080/10826076.2019.1711117	PROPN
easat-8539	337	1	110	110	NUM
easat-8539	337	2	edelweiss	edelweiss	PROPN
easat-8539	337	3	applied	apply	VERB
easat-8539	337	4	science	science	NOUN
easat-8539	337	5	and	and	CCONJ
easat-8539	337	6	technology	technology	NOUN
easat-8539	337	7	issn	issn	PROPN
easat-8539	337	8	:	:	PUNCT
easat-8539	337	9	2576	2576	NUM
easat-8539	337	10	-	-	SYM
easat-8539	337	11	8484	8484	NUM
easat-8539	337	12	vol	vol	NOUN
easat-8539	337	13	.	.	PROPN
easat-8539	338	1	9	9	NUM
easat-8539	338	2	,	,	PUNCT
easat-8539	338	3	no	no	INTJ
easat-8539	338	4	.	.	NOUN
easat-8539	339	1	7	7	NUM
easat-8539	339	2	:	:	SYM
easat-8539	339	3	93	93	NUM
easat-8539	339	4	-	-	SYM
easat-8539	339	5	110	110	NUM
easat-8539	339	6	,	,	PUNCT
easat-8539	339	7	2025	2025	NUM
easat-8539	339	8	doi	doi	NOUN
easat-8539	339	9	:	:	PUNCT
easat-8539	339	10	10.55214/25768484.v9i7.8539	10.55214/25768484.v9i7.8539	NUM
easat-8539	339	11	©	©	PROPN
easat-8539	339	12	2025	2025	NUM
easat-8539	339	13	by	by	ADP
easat-8539	339	14	the	the	DET
easat-8539	339	15	authors	author	NOUN
easat-8539	339	16	;	;	PUNCT
easat-8539	339	17	licensee	licensee	PROPN
easat-8539	339	18	learning	learning	NOUN
easat-8539	339	19	gate	gate	NOUN
easat-8539	340	1	[	[	X
easat-8539	340	2	8	8	NUM
easat-8539	340	3	]	]	X
easat-8539	340	4	o.	o.	NOUN
easat-8539	340	5	abbas	abbas	PROPN
easat-8539	340	6	and	and	CCONJ
easat-8539	340	7	v.	v.	CCONJ
easat-8539	340	8	baeten	baeten	PROPN
easat-8539	340	9	,	,	PUNCT
easat-8539	340	10	advances	advance	NOUN
easat-8539	340	11	in	in	ADP
easat-8539	340	12	identifying	identify	VERB
easat-8539	340	13	adulterated	adulterate	VERB
easat-8539	340	14	vegetable	vegetable	ADJ
easat-8539	340	15	oils	oil	NOUN
easat-8539	340	16	.	.	PUNCT
easat-8539	341	1	advances	advance	NOUN
easat-8539	341	2	in	in	ADP
easat-8539	341	3	food	food	NOUN
easat-8539	341	4	authenticity	authenticity	NOUN
easat-8539	341	5	testing	testing	NOUN
easat-8539	341	6	,	,	PUNCT
easat-8539	341	7	woodhead	woodhead	NOUN
easat-8539	341	8	publishing	publishing	NOUN
easat-8539	341	9	series	series	NOUN
easat-8539	341	10	in	in	ADP
easat-8539	341	11	food	food	NOUN
easat-8539	341	12	science	science	NOUN
easat-8539	341	13	,	,	PUNCT
easat-8539	341	14	technology	technology	NOUN
easat-8539	341	15	,	,	PUNCT
easat-8539	341	16	and	and	CCONJ
easat-8539	341	17	nutrition	nutrition	NOUN
easat-8539	341	18	,	,	PUNCT
easat-8539	341	19	edited	edit	VERB
easat-8539	341	20	by	by	ADP
easat-8539	341	21	gerard	gerard	PROPN
easat-8539	341	22	downey	downey	PROPN
easat-8539	341	23	.	.	PUNCT
easat-8539	342	1	amsterdam	amsterdam	PROPN
easat-8539	342	2	,	,	PUNCT
easat-8539	342	3	netherlands	netherlands	PROPN
easat-8539	342	4	:	:	PUNCT
easat-8539	342	5	elsevier	elsevier	NOUN
easat-8539	342	6	,	,	PUNCT
easat-8539	342	7	2016	2016	NUM
easat-8539	342	8	,	,	PUNCT
easat-8539	342	9	pp	pp	ADJ
easat-8539	342	10	.	.	PUNCT
easat-8539	343	1	519	519	NUM
easat-8539	343	2	-	-	SYM
easat-8539	343	3	542	542	NUM
easat-8539	343	4	.	.	PUNCT
easat-8539	344	1	[	[	X
easat-8539	344	2	9	9	NUM
easat-8539	344	3	]	]	PUNCT
easat-8539	344	4	e.	e.	PROPN
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easat-8539	344	7	n.	n.	NOUN
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easat-8539	344	9	,	,	PUNCT
easat-8539	344	10	and	and	CCONJ
easat-8539	344	11	s.	s.	PROPN
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easat-8539	344	21	oil	oil	NOUN
easat-8539	344	22	adulteration	adulteration	NOUN
easat-8539	344	23	using	use	VERB
easat-8539	344	24	laser	laser	NOUN
easat-8539	344	25	-	-	PUNCT
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easat-8539	344	29	,	,	PUNCT
easat-8539	344	30	"	"	PUNCT
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easat-8539	344	32	,	,	PUNCT
easat-8539	344	33	vol	vol	NOUN
easat-8539	344	34	.	.	PROPN
easat-8539	344	35	28	28	NUM
easat-8539	344	36	,	,	PUNCT
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easat-8539	344	38	.	.	NOUN
easat-8539	344	39	24	24	NUM
easat-8539	344	40	,	,	PUNCT
easat-8539	344	41	p.	p.	NOUN
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easat-8539	344	43	,	,	PUNCT
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easat-8539	344	45	.	.	PUNCT
easat-8539	345	1	https://doi.org/10.3390/molecules28247960	https://doi.org/10.3390/molecules28247960	PROPN
easat-8539	346	1	[	[	X
easat-8539	346	2	10	10	NUM
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easat-8539	346	29	"	"	PUNCT
easat-8539	346	30	in	in	ADP
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easat-8539	346	39	:	:	PUNCT
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easat-8539	347	2	-	-	SYM
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easat-8539	348	22	oil	oil	NOUN
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easat-8539	348	28	"	"	PUNCT
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easat-8539	348	32	.	.	PROPN
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easat-8539	348	34	,	,	PUNCT
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easat-8539	348	36	.	.	NOUN
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easat-8539	348	38	,	,	PUNCT
easat-8539	348	39	p.	p.	NOUN
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easat-8539	348	41	,	,	PUNCT
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easat-8539	348	43	.	.	PUNCT
easat-8539	349	1	[	[	X
easat-8539	349	2	12	12	NUM
easat-8539	349	3	]	]	X
easat-8539	349	4	h.	h.	PROPN
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easat-8539	349	9	,	,	PUNCT
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easat-8539	349	13	:	:	PUNCT
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easat-8539	349	15	guidelines	guideline	NOUN
easat-8539	349	16	for	for	ADP
easat-8539	349	17	undergraduate	undergraduate	NOUN
easat-8539	349	18	degree	degree	NOUN
easat-8539	349	19	programs	program	NOUN
easat-8539	349	20	in	in	ADP
easat-8539	349	21	information	information	NOUN
easat-8539	349	22	systems	system	NOUN
easat-8539	349	23	,	,	PUNCT
easat-8539	349	24	"	"	PUNCT
easat-8539	349	25	acm	acm	PROPN
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easat-8539	349	27	ais	ais	PROPN
easat-8539	349	28	,	,	PUNCT
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easat-8539	349	30	.	.	PUNCT
easat-8539	350	1	[	[	X
easat-8539	350	2	13	13	NUM
easat-8539	350	3	]	]	PUNCT
easat-8539	350	4	s.	s.	PROPN
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easat-8539	350	7	d.	d.	PROPN
easat-8539	350	8	topi	topi	PROPN
easat-8539	350	9	,	,	PUNCT
easat-8539	350	10	"	"	PUNCT
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easat-8539	350	16	olive	olive	NOUN
easat-8539	350	17	oils	oil	NOUN
easat-8539	350	18	,	,	PUNCT
easat-8539	350	19	fatty	fatty	ADJ
easat-8539	350	20	acids	acid	NOUN
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easat-8539	350	26	,	,	PUNCT
easat-8539	350	27	"	"	PUNCT
easat-8539	350	28	journal	journal	NOUN
easat-8539	350	29	of	of	ADP
easat-8539	350	30	hygienic	hygienic	ADJ
easat-8539	350	31	engineering	engineering	NOUN
easat-8539	350	32	and	and	CCONJ
easat-8539	350	33	design	design	NOUN
easat-8539	350	34	,	,	PUNCT
easat-8539	350	35	vol	vol	NOUN
easat-8539	350	36	.	.	PROPN
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easat-8539	350	38	,	,	PUNCT
easat-8539	350	39	pp	pp	ADJ
easat-8539	350	40	.	.	PUNCT
easat-8539	351	1	129	129	NUM
easat-8539	351	2	-	-	SYM
easat-8539	351	3	133	133	NUM
easat-8539	351	4	,	,	PUNCT
easat-8539	351	5	2015	2015	NUM
easat-8539	351	6	.	.	PUNCT
easat-8539	352	1	[	[	X
easat-8539	352	2	14	14	NUM
easat-8539	352	3	]	]	X
easat-8539	352	4	s.	s.	PROPN
easat-8539	352	5	velo	velo	PROPN
easat-8539	352	6	and	and	CCONJ
easat-8539	352	7	d.	d.	PROPN
easat-8539	352	8	topi	topi	PROPN
easat-8539	352	9	,	,	PUNCT
easat-8539	352	10	"	"	PUNCT
easat-8539	352	11	characterization	characterization	NOUN
easat-8539	352	12	of	of	ADP
easat-8539	352	13	kalinjoti	kalinjoti	PROPN
easat-8539	352	14	and	and	CCONJ
easat-8539	352	15	nisioti	nisioti	PROPN
easat-8539	352	16	monocultivar	monocultivar	PROPN
easat-8539	352	17	virgin	virgin	PROPN
easat-8539	352	18	olive	olive	NOUN
easat-8539	352	19	oils	oil	NOUN
easat-8539	352	20	produced	produce	VERB
easat-8539	352	21	in	in	ADP
easat-8539	352	22	albania	albania	NOUN
easat-8539	352	23	,	,	PUNCT
easat-8539	352	24	"	"	PUNCT
easat-8539	352	25	asian	asian	ADJ
easat-8539	352	26	journal	journal	NOUN
easat-8539	352	27	of	of	ADP
easat-8539	352	28	chemistry	chemistry	NOUN
easat-8539	352	29	,	,	PUNCT
easat-8539	352	30	vol	vol	NOUN
easat-8539	352	31	.	.	PROPN
easat-8539	352	32	29	29	NUM
easat-8539	352	33	,	,	PUNCT
easat-8539	352	34	no	no	INTJ
easat-8539	352	35	.	.	NOUN
easat-8539	352	36	6	6	NUM
easat-8539	352	37	,	,	PUNCT
easat-8539	352	38	pp	pp	ADJ
easat-8539	352	39	.	.	PUNCT
easat-8539	353	1	1347	1347	NUM
easat-8539	353	2	-	-	SYM
easat-8539	353	3	1350	1350	NUM
easat-8539	353	4	,	,	PUNCT
easat-8539	353	5	2017	2017	NUM
easat-8539	353	6	.	.	PUNCT
easat-8539	354	1	https://doi.org/10.14233/ajchem.2017.20498	https://doi.org/10.14233/ajchem.2017.20498	PROPN
easat-8539	354	2	[	[	X
easat-8539	354	3	15	15	NUM
easat-8539	354	4	]	]	X
easat-8539	354	5	instat	instat	NOUN
easat-8539	354	6	,	,	PUNCT
easat-8539	354	7	"	"	PUNCT
easat-8539	354	8	olives	olive	NOUN
easat-8539	354	9	,	,	PUNCT
easat-8539	354	10	area	area	NOUN
easat-8539	354	11	and	and	CCONJ
easat-8539	354	12	production	production	NOUN
easat-8539	354	13	,	,	PUNCT
easat-8539	354	14	"	"	PUNCT
easat-8539	354	15	ministry	ministry	PROPN
easat-8539	354	16	of	of	ADP
easat-8539	354	17	agriculture	agriculture	PROPN
easat-8539	354	18	and	and	CCONJ
easat-8539	354	19	rural	rural	ADJ
easat-8539	354	20	development	development	NOUN
easat-8539	354	21	;	;	PUNCT
easat-8539	354	22	processing	processing	NOUN
easat-8539	354	23	:	:	PUNCT
easat-8539	354	24	instat	instat	NOUN
easat-8539	354	25	,	,	PUNCT
easat-8539	354	26	2025	2025	NUM
easat-8539	354	27	.	.	PUNCT
easat-8539	355	1	[	[	X
easat-8539	355	2	16	16	NUM
easat-8539	355	3	]	]	X
easat-8539	355	4	v.	v.	CCONJ
easat-8539	355	5	sheth	sheth	PROPN
easat-8539	355	6	,	,	PUNCT
easat-8539	355	7	u.	u.	PROPN
easat-8539	355	8	tripathi	tripathi	PROPN
easat-8539	355	9	,	,	PUNCT
easat-8539	355	10	and	and	CCONJ
easat-8539	355	11	a.	a.	NOUN
easat-8539	355	12	sharma	sharma	PROPN
easat-8539	355	13	,	,	PUNCT
easat-8539	355	14	"	"	PUNCT
easat-8539	355	15	a	a	DET
easat-8539	355	16	comparative	comparative	ADJ
easat-8539	355	17	analysis	analysis	NOUN
easat-8539	355	18	of	of	ADP
easat-8539	355	19	machine	machine	NOUN
easat-8539	355	20	learning	learn	VERB
easat-8539	355	21	algorithms	algorithm	NOUN
easat-8539	355	22	for	for	ADP
easat-8539	355	23	classification	classification	NOUN
easat-8539	355	24	purpose	purpose	NOUN
easat-8539	355	25	,	,	PUNCT
easat-8539	355	26	"	"	PUNCT
easat-8539	355	27	procedia	procedia	NOUN
easat-8539	355	28	computer	computer	NOUN
easat-8539	355	29	science	science	NOUN
easat-8539	355	30	,	,	PUNCT
easat-8539	355	31	vol	vol	NOUN
easat-8539	355	32	.	.	PROPN
easat-8539	355	33	215	215	NUM
easat-8539	355	34	,	,	PUNCT
easat-8539	355	35	pp	pp	ADJ
easat-8539	355	36	.	.	PUNCT
easat-8539	356	1	422	422	NUM
easat-8539	356	2	-	-	SYM
easat-8539	356	3	431	431	NUM
easat-8539	356	4	,	,	PUNCT
easat-8539	356	5	2022/01/01/	2022/01/01/	NUM
easat-8539	356	6	2022	2022	NUM
easat-8539	356	7	.	.	PUNCT
easat-8539	357	1	https://doi.org/10.1016/j.procs.2022.12.044	https://doi.org/10.1016/j.procs.2022.12.044	PROPN
easat-8539	357	2	[	[	X
easat-8539	357	3	17	17	NUM
easat-8539	357	4	]	]	X
easat-8539	357	5	f.	f.	PROPN
easat-8539	357	6	lonetti	lonetti	PROPN
easat-8539	357	7	,	,	PUNCT
easat-8539	357	8	f.	f.	PROPN
easat-8539	357	9	martelli	martelli	PROPN
easat-8539	357	10	,	,	PUNCT
easat-8539	357	11	and	and	CCONJ
easat-8539	357	12	g.	g.	PROPN
easat-8539	357	13	resta	resta	PROPN
easat-8539	357	14	,	,	PUNCT
easat-8539	357	15	"	"	PUNCT
easat-8539	357	16	artificial	artificial	ADJ
easat-8539	357	17	neural	neural	ADJ
easat-8539	357	18	networks	network	NOUN
easat-8539	357	19	applied	apply	VERB
easat-8539	357	20	to	to	ADP
easat-8539	357	21	olive	olive	ADJ
easat-8539	357	22	oil	oil	NOUN
easat-8539	357	23	production	production	NOUN
easat-8539	357	24	and	and	CCONJ
easat-8539	357	25	characterization	characterization	NOUN
easat-8539	357	26	:	:	PUNCT
easat-8539	357	27	a	a	DET
easat-8539	357	28	systematic	systematic	ADJ
easat-8539	357	29	review	review	NOUN
easat-8539	357	30	,	,	PUNCT
easat-8539	357	31	"	"	PUNCT
easat-8539	357	32	intelligent	intelligent	ADJ
easat-8539	357	33	systems	system	NOUN
easat-8539	357	34	with	with	ADP
easat-8539	357	35	applications	application	NOUN
easat-8539	357	36	,	,	PUNCT
easat-8539	357	37	vol	vol	NOUN
easat-8539	357	38	.	.	PROPN
easat-8539	357	39	26	26	NUM
easat-8539	357	40	,	,	PUNCT
easat-8539	357	41	p.	p.	NOUN
easat-8539	357	42	200525	200525	NUM
easat-8539	357	43	,	,	PUNCT
easat-8539	357	44	2025/06/01/	2025/06/01/	NUM
easat-8539	357	45	2025	2025	NUM
easat-8539	357	46	.	.	PUNCT
easat-8539	358	1	https://doi.org/10.1016/j.iswa.2025.200525	https://doi.org/10.1016/j.iswa.2025.200525	VERB
easat-8539	358	2	[	[	X
easat-8539	358	3	18	18	NUM
easat-8539	358	4	]	]	X
easat-8539	358	5	g.	g.	PROPN
easat-8539	358	6	aiello	aiello	PROPN
easat-8539	358	7	and	and	CCONJ
easat-8539	358	8	d.	d.	PROPN
easat-8539	358	9	tosi	tosi	PROPN
easat-8539	358	10	,	,	PUNCT
easat-8539	358	11	"	"	PUNCT
easat-8539	358	12	an	an	DET
easat-8539	358	13	artificial	artificial	ADJ
easat-8539	358	14	intelligence	intelligence	NOUN
easat-8539	358	15	-	-	PUNCT
easat-8539	358	16	based	base	VERB
easat-8539	358	17	tool	tool	NOUN
easat-8539	358	18	to	to	PART
easat-8539	358	19	predict	predict	VERB
easat-8539	358	20	“	"	PUNCT
easat-8539	358	21	unhealthy	unhealthy	ADJ
easat-8539	358	22	”	"	PUNCT
easat-8539	358	23	wine	wine	NOUN
easat-8539	358	24	and	and	CCONJ
easat-8539	358	25	olive	olive	NOUN
easat-8539	358	26	oil	oil	NOUN
easat-8539	358	27	,	,	PUNCT
easat-8539	358	28	"	"	PUNCT
easat-8539	358	29	journal	journal	NOUN
easat-8539	358	30	of	of	ADP
easat-8539	358	31	agriculture	agriculture	NOUN
easat-8539	358	32	and	and	CCONJ
easat-8539	358	33	food	food	NOUN
easat-8539	358	34	research	research	NOUN
easat-8539	358	35	,	,	PUNCT
easat-8539	358	36	vol	vol	NOUN
easat-8539	358	37	.	.	PROPN
easat-8539	358	38	16	16	NUM
easat-8539	358	39	,	,	PUNCT
easat-8539	358	40	p.	p.	NOUN
easat-8539	358	41	101179	101179	NUM
easat-8539	358	42	,	,	PUNCT
easat-8539	358	43	2024/06/01/	2024/06/01/	NUM
easat-8539	358	44	2024	2024	NUM
easat-8539	358	45	.	.	PUNCT
easat-8539	359	1	https://doi.org/10.1016/j.jafr.2024.101179	https://doi.org/10.1016/j.jafr.2024.101179	NOUN
easat-8539	359	2	[	[	X
easat-8539	359	3	19	19	NUM
easat-8539	359	4	]	]	PUNCT
easat-8539	359	5	b.	b.	PROPN
easat-8539	359	6	vega	vega	PROPN
easat-8539	359	7	-	-	PUNCT
easat-8539	359	8	márquez	márquez	PROPN
easat-8539	359	9	,	,	PUNCT
easat-8539	359	10	i.	i.	PROPN
easat-8539	359	11	nepomuceno	nepomuceno	PROPN
easat-8539	359	12	-	-	PUNCT
easat-8539	359	13	chamorro	chamorro	PROPN
easat-8539	359	14	,	,	PUNCT
easat-8539	359	15	n.	n.	NOUN
easat-8539	359	16	jurado	jurado	PROPN
easat-8539	359	17	-	-	PROPN
easat-8539	359	18	campos	campos	PROPN
easat-8539	359	19	,	,	PUNCT
easat-8539	359	20	and	and	CCONJ
easat-8539	359	21	c.	c.	PROPN
easat-8539	359	22	rubio	rubio	PROPN
easat-8539	359	23	-	-	PUNCT
easat-8539	359	24	escudero	escudero	NOUN
easat-8539	359	25	,	,	PUNCT
easat-8539	359	26	"	"	PUNCT
easat-8539	359	27	deep	deep	ADJ
easat-8539	359	28	learning	learning	NOUN
easat-8539	359	29	techniques	technique	NOUN
easat-8539	359	30	to	to	PART
easat-8539	359	31	improve	improve	VERB
easat-8539	359	32	the	the	DET
easat-8539	359	33	performance	performance	NOUN
easat-8539	359	34	of	of	ADP
easat-8539	359	35	olive	olive	ADJ
easat-8539	359	36	oil	oil	NOUN
easat-8539	359	37	classification	classification	NOUN
easat-8539	359	38	,	,	PUNCT
easat-8539	359	39	"	"	PUNCT
easat-8539	359	40	frontiers	frontier	NOUN
easat-8539	359	41	in	in	ADP
easat-8539	359	42	chemistry	chemistry	NOUN
easat-8539	359	43	,	,	PUNCT
easat-8539	359	44	vol	vol	NOUN
easat-8539	359	45	.	.	PROPN
easat-8539	359	46	7	7	NUM
easat-8539	359	47	,	,	PUNCT
easat-8539	359	48	p.	p.	NOUN
easat-8539	359	49	929	929	NUM
easat-8539	359	50	,	,	PUNCT
easat-8539	359	51	2020	2020	NUM
easat-8539	359	52	.	.	PUNCT
easat-8539	360	1	[	[	X
easat-8539	360	2	20	20	NUM
easat-8539	360	3	]	]	X
easat-8539	360	4	y.	y.	NOUN
easat-8539	360	5	yakar	yakar	PROPN
easat-8539	360	6	and	and	CCONJ
easat-8539	360	7	k.	k.	PROPN
easat-8539	360	8	karadağ	karadağ	PROPN
easat-8539	360	9	,	,	PUNCT
easat-8539	360	10	"	"	PUNCT
easat-8539	360	11	identifying	identify	VERB
easat-8539	360	12	olive	olive	ADJ
easat-8539	360	13	oil	oil	NOUN
easat-8539	360	14	fraud	fraud	NOUN
easat-8539	360	15	and	and	CCONJ
easat-8539	360	16	adulteration	adulteration	NOUN
easat-8539	360	17	using	use	VERB
easat-8539	360	18	machine	machine	NOUN
easat-8539	360	19	learning	learning	NOUN
easat-8539	360	20	algorithms	algorithm	NOUN
easat-8539	360	21	,	,	PUNCT
easat-8539	360	22	"	"	PUNCT
easat-8539	360	23	química	química	PROPN
easat-8539	360	24	nova	nova	PROPN
easat-8539	360	25	,	,	PUNCT
easat-8539	360	26	vol	vol	NOUN
easat-8539	360	27	.	.	PROPN
easat-8539	360	28	45	45	NUM
easat-8539	360	29	,	,	PUNCT
easat-8539	360	30	no	no	INTJ
easat-8539	360	31	.	.	NOUN
easat-8539	360	32	10	10	NUM
easat-8539	360	33	,	,	PUNCT
easat-8539	360	34	pp	pp	ADJ
easat-8539	360	35	.	.	PUNCT
easat-8539	360	36	1245	1245	NUM
easat-8539	360	37	-	-	SYM
easat-8539	360	38	1250	1250	NUM
easat-8539	360	39	,	,	PUNCT
easat-8539	360	40	2022	2022	NUM
easat-8539	360	41	.	.	PUNCT
easat-8539	361	1	[	[	X
easat-8539	361	2	21	21	NUM
easat-8539	361	3	]	]	X
easat-8539	361	4	j.	j.	PROPN
easat-8539	361	5	niyogisubizo	niyogisubizo	PROPN
easat-8539	361	6	,	,	PUNCT
easat-8539	361	7	j.	j.	PROPN
easat-8539	361	8	de	de	PROPN
easat-8539	361	9	dieu	dieu	PROPN
easat-8539	361	10	ninteretse	ninteretse	PROPN
easat-8539	361	11	,	,	PUNCT
easat-8539	361	12	e.	e.	PROPN
easat-8539	361	13	nziyumva	nziyumva	PROPN
easat-8539	361	14	,	,	PUNCT
easat-8539	361	15	m.	m.	NOUN
easat-8539	361	16	nshimiyimana	nshimiyimana	PROPN
easat-8539	361	17	,	,	PUNCT
easat-8539	361	18	e.	e.	PROPN
easat-8539	361	19	murwanashyaka	murwanashyaka	PROPN
easat-8539	361	20	,	,	PUNCT
easat-8539	361	21	and	and	CCONJ
easat-8539	361	22	e.	e.	PROPN
easat-8539	361	23	habiyakare	habiyakare	PROPN
easat-8539	361	24	,	,	PUNCT
easat-8539	361	25	"	"	PUNCT
easat-8539	361	26	towardspredicting	towardspredicte	VERB
easat-8539	361	27	the	the	DET
easat-8539	361	28	quality	quality	NOUN
easat-8539	361	29	of	of	ADP
easat-8539	361	30	red	red	ADJ
easat-8539	361	31	wine	wine	NOUN
easat-8539	361	32	using	use	VERB
easat-8539	361	33	novel	novel	ADJ
easat-8539	361	34	machine	machine	NOUN
easat-8539	361	35	learning	learning	NOUN
easat-8539	361	36	methods	method	NOUN
easat-8539	361	37	for	for	ADP
easat-8539	361	38	classification	classification	NOUN
easat-8539	361	39	,	,	PUNCT
easat-8539	361	40	data	data	NOUN
easat-8539	361	41	visualization	visualization	NOUN
easat-8539	361	42	,	,	PUNCT
easat-8539	361	43	and	and	CCONJ
easat-8539	361	44	analysis	analysis	NOUN
easat-8539	361	45	,	,	PUNCT
easat-8539	361	46	"	"	PUNCT
easat-8539	361	47	in	in	ADP
easat-8539	361	48	artificial	artificial	ADJ
easat-8539	361	49	intelligence	intelligence	NOUN
easat-8539	361	50	and	and	CCONJ
easat-8539	361	51	applications	application	NOUN
easat-8539	361	52	,	,	PUNCT
easat-8539	361	53	2025	2025	NUM
easat-8539	361	54	,	,	PUNCT
easat-8539	361	55	vol	vol	NOUN
easat-8539	361	56	.	.	PROPN
easat-8539	362	1	3	3	NUM
easat-8539	362	2	,	,	PUNCT
easat-8539	362	3	no	no	INTJ
easat-8539	362	4	.	.	NOUN
easat-8539	362	5	1	1	NUM
easat-8539	362	6	,	,	PUNCT
easat-8539	362	7	pp	pp	ADJ
easat-8539	362	8	.	.	PUNCT
easat-8539	363	1	31	31	NUM
easat-8539	363	2	-	-	SYM
easat-8539	363	3	42	42	NUM
easat-8539	363	4	.	.	PUNCT
easat-8539	364	1	[	[	X
easat-8539	364	2	22	22	NUM
easat-8539	364	3	]	]	X
easat-8539	364	4	v.	v.	PROPN
easat-8539	364	5	skiada	skiada	PROPN
easat-8539	364	6	,	,	PUNCT
easat-8539	364	7	p.	p.	PROPN
easat-8539	364	8	katsaris	katsaris	PROPN
easat-8539	364	9	,	,	PUNCT
easat-8539	364	10	m.	m.	PROPN
easat-8539	364	11	e.	e.	PROPN
easat-8539	364	12	kambouris	kambouris	PROPN
easat-8539	364	13	,	,	PUNCT
easat-8539	364	14	v.	v.	PROPN
easat-8539	364	15	gkisakis	gkisakis	PROPN
easat-8539	364	16	,	,	PUNCT
easat-8539	364	17	and	and	CCONJ
easat-8539	364	18	y.	y.	PROPN
easat-8539	364	19	manoussopoulos	manoussopoulos	PROPN
easat-8539	364	20	,	,	PUNCT
easat-8539	364	21	"	"	PUNCT
easat-8539	364	22	classification	classification	NOUN
easat-8539	364	23	of	of	ADP
easat-8539	364	24	olive	olive	NOUN
easat-8539	364	25	cultivars	cultivar	NOUN
easat-8539	364	26	by	by	ADP
easat-8539	364	27	machine	machine	NOUN
easat-8539	364	28	learning	learning	NOUN
easat-8539	364	29	based	base	VERB
easat-8539	364	30	on	on	ADP
easat-8539	364	31	olive	olive	ADJ
easat-8539	364	32	oil	oil	NOUN
easat-8539	364	33	chemical	chemical	NOUN
easat-8539	364	34	composition	composition	NOUN
easat-8539	364	35	,	,	PUNCT
easat-8539	364	36	"	"	PUNCT
easat-8539	364	37	food	food	NOUN
easat-8539	364	38	chemistry	chemistry	NOUN
easat-8539	364	39	,	,	PUNCT
easat-8539	364	40	vol	vol	NOUN
easat-8539	364	41	.	.	PROPN
easat-8539	364	42	429	429	NUM
easat-8539	364	43	,	,	PUNCT
easat-8539	364	44	p.	p.	NOUN
easat-8539	364	45	136793	136793	NUM
easat-8539	364	46	,	,	PUNCT
easat-8539	364	47	2023	2023	NUM
easat-8539	364	48	.	.	PUNCT
easat-8539	365	1	https://doi.org/10.1016/j.foodchem.2023.136793	https://doi.org/10.1016/j.foodchem.2023.136793	PROPN
easat-8539	365	2	[	[	X
easat-8539	365	3	23	23	NUM
easat-8539	365	4	]	]	PUNCT
easat-8539	365	5	f.	f.	PROPN
easat-8539	365	6	z.	z.	PROPN
easat-8539	365	7	issaad	issaad	PROPN
easat-8539	365	8	et	et	PROPN
easat-8539	365	9	al	al	PROPN
easat-8539	365	10	.	.	PROPN
easat-8539	365	11	,	,	PUNCT
easat-8539	365	12	"	"	PUNCT
easat-8539	365	13	classification	classification	NOUN
easat-8539	365	14	of	of	ADP
easat-8539	365	15	algerian	algerian	ADJ
easat-8539	365	16	olive	olive	NOUN
easat-8539	365	17	oils	oil	NOUN
easat-8539	365	18	:	:	PUNCT
easat-8539	365	19	physicochemical	physicochemical	ADJ
easat-8539	365	20	properties	property	NOUN
easat-8539	365	21	,	,	PUNCT
easat-8539	365	22	polyphenols	polyphenol	NOUN
easat-8539	365	23	and	and	CCONJ
easat-8539	365	24	fatty	fatty	NOUN
easat-8539	365	25	acid	acid	NOUN
easat-8539	365	26	composition	composition	NOUN
easat-8539	365	27	combined	combine	VERB
easat-8539	365	28	with	with	ADP
easat-8539	365	29	machine	machine	NOUN
easat-8539	365	30	learning	learning	NOUN
easat-8539	365	31	models	model	NOUN
easat-8539	365	32	,	,	PUNCT
easat-8539	365	33	"	"	PUNCT
easat-8539	365	34	journal	journal	NOUN
easat-8539	365	35	of	of	ADP
easat-8539	365	36	food	food	NOUN
easat-8539	365	37	composition	composition	NOUN
easat-8539	365	38	and	and	CCONJ
easat-8539	365	39	analysis	analysis	NOUN
easat-8539	365	40	,	,	PUNCT
easat-8539	365	41	vol	vol	NOUN
easat-8539	365	42	.	.	PROPN
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easat-8539	365	44	,	,	PUNCT
easat-8539	365	45	p.	p.	NOUN
easat-8539	365	46	105812	105812	NUM
easat-8539	365	47	,	,	PUNCT
easat-8539	365	48	2024	2024	NUM
easat-8539	365	49	.	.	PUNCT
easat-8539	366	1	https://doi.org/10.1016/j.jfca.2023.105812	https://doi.org/10.1016/j.jfca.2023.105812	ADJ
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easat-8539	367	1	https://doi.org/10.14233/ajchem.2017.20498	https://doi.org/10.14233/ajchem.2017.20498	PROPN
easat-8539	367	2	https://doi.org/10.1016/j.procs.2022.12.044	https://doi.org/10.1016/j.procs.2022.12.044	PROPN
easat-8539	367	3	https://doi.org/10.1016/j.iswa.2025.200525	https://doi.org/10.1016/j.iswa.2025.200525	ADJ
easat-8539	367	4	https://doi.org/10.1016/j.jafr.2024.101179	https://doi.org/10.1016/j.jafr.2024.101179	NOUN
easat-8539	367	5	https://doi.org/10.1016/j.foodchem.2023.136793	https://doi.org/10.1016/j.foodchem.2023.136793	ADJ
easat-8539	367	6	https://doi.org/10.1016/j.jfca.2023.105812	https://doi.org/10.1016/j.jfca.2023.105812	NOUN