id	sid	tid	token	lemma	pos
ajaset-63	1	1	microsoft	microsoft	PROPN
ajaset-63	1	2	word	word	NOUN
ajaset-63	1	3	63	63	NUM
ajaset-63	1	4	-	-	PUNCT
ajaset-63	1	5	full	full	ADJ
ajaset-63	1	6	article-139	article-139	NOUN
ajaset-63	1	7	-	-	PUNCT
ajaset-63	1	8	1	1	NUM
ajaset-63	1	9	-	-	PUNCT
ajaset-63	1	10	2	2	NUM
ajaset-63	1	11	-	-	PUNCT
ajaset-63	1	12	20210511	20210511	NUM
ajaset-63	1	13	american	american	ADJ
ajaset-63	1	14	journal	journal	NOUN
ajaset-63	1	15	of	of	ADP
ajaset-63	1	16	agricultural	agricultural	ADJ
ajaset-63	1	17	science	science	NOUN
ajaset-63	1	18	,	,	PUNCT
ajaset-63	1	19	engineering	engineering	NOUN
ajaset-63	1	20	and	and	CCONJ
ajaset-63	1	21	technology	technology	NOUN
ajaset-63	1	22	issn	issn	NOUN
ajaset-63	1	23	:	:	PUNCT
ajaset-63	1	24	2158	2158	NUM
ajaset-63	1	25	-	-	SYM
ajaset-63	1	26	8104	8104	NUM
ajaset-63	1	27	(	(	PUNCT
ajaset-63	1	28	online	online	ADJ
ajaset-63	1	29	)	)	PUNCT
ajaset-63	1	30	,	,	PUNCT
ajaset-63	1	31	2164	2164	NUM
ajaset-63	1	32	-	-	SYM
ajaset-63	1	33	0920	0920	NUM
ajaset-63	1	34	(	(	PUNCT
ajaset-63	1	35	print	print	NOUN
ajaset-63	1	36	)	)	PUNCT
ajaset-63	1	37	,	,	PUNCT
ajaset-63	1	38	2021	2021	NUM
ajaset-63	1	39	,	,	PUNCT
ajaset-63	1	40	vol	vol	NOUN
ajaset-63	1	41	.	.	PROPN
ajaset-63	1	42	5	5	NUM
ajaset-63	1	43	,	,	PUNCT
ajaset-63	1	44	issue.1	issue.1	PROPN
ajaset-63	1	45	http://journals.e-palli.org	http://journals.e-palli.org	PROPN
ajaset-63	1	46	american	american	ADJ
ajaset-63	1	47	journal	journal	PROPN
ajaset-63	1	48	of	of	ADP
ajaset-63	1	49	agricultural	agricultural	ADJ
ajaset-63	1	50	science	science	NOUN
ajaset-63	1	51	,	,	PUNCT
ajaset-63	1	52	engineering	engineering	NOUN
ajaset-63	1	53	and	and	CCONJ
ajaset-63	1	54	technology	technology	NOUN
ajaset-63	1	55	issn	issn	NOUN
ajaset-63	1	56	:	:	PUNCT
ajaset-63	1	57	2158	2158	NUM
ajaset-63	1	58	-	-	SYM
ajaset-63	1	59	8104	8104	NUM
ajaset-63	1	60	(	(	PUNCT
ajaset-63	1	61	online	online	ADJ
ajaset-63	1	62	)	)	PUNCT
ajaset-63	1	63	,	,	PUNCT
ajaset-63	1	64	2164	2164	NUM
ajaset-63	1	65	-	-	SYM
ajaset-63	1	66	0920	0920	NUM
ajaset-63	1	67	(	(	PUNCT
ajaset-63	1	68	print	print	NOUN
ajaset-63	1	69	)	)	PUNCT
ajaset-63	1	70	,	,	PUNCT
ajaset-63	1	71	2021	2021	NUM
ajaset-63	1	72	,	,	PUNCT
ajaset-63	1	73	vol	vol	NOUN
ajaset-63	1	74	.	.	PROPN
ajaset-63	1	75	5	5	NUM
ajaset-63	1	76	,	,	PUNCT
ajaset-63	1	77	issue.1	issue.1	PROPN
ajaset-63	1	78	http://journals.e-palli.org	http://journals.e-palli.org	AUX
ajaset-63	1	79	the	the	DET
ajaset-63	1	80	american	american	ADJ
ajaset-63	1	81	journal	journal	PROPN
ajaset-63	1	82	of	of	ADP
ajaset-63	1	83	agricultural	agricultural	ADJ
ajaset-63	1	84	science	science	NOUN
ajaset-63	1	85	,	,	PUNCT
ajaset-63	1	86	engineering	engineering	NOUN
ajaset-63	1	87	and	and	CCONJ
ajaset-63	1	88	technology	technology	NOUN
ajaset-63	1	89	(	(	PUNCT
ajaset-63	1	90	ajaset	ajaset	NOUN
ajaset-63	1	91	)	)	PUNCT
ajaset-63	1	92	is	be	AUX
ajaset-63	1	93	blind	blind	ADJ
ajaset-63	1	94	peer	peer	NOUN
ajaset-63	1	95	reviewed	review	VERB
ajaset-63	1	96	international	international	ADJ
ajaset-63	1	97	journal	journal	NOUN
ajaset-63	1	98	publishing	publish	VERB
ajaset-63	1	99	articles	article	NOUN
ajaset-63	1	100	that	that	PRON
ajaset-63	1	101	emphasize	emphasize	VERB
ajaset-63	1	102	research	research	NOUN
ajaset-63	1	103	,	,	PUNCT
ajaset-63	1	104	development	development	NOUN
ajaset-63	1	105	and	and	CCONJ
ajaset-63	1	106	application	application	NOUN
ajaset-63	1	107	within	within	ADP
ajaset-63	1	108	the	the	DET
ajaset-63	1	109	fields	field	NOUN
ajaset-63	1	110	of	of	ADP
ajaset-63	1	111	agricultural	agricultural	ADJ
ajaset-63	1	112	science	science	NOUN
ajaset-63	1	113	,	,	PUNCT
ajaset-63	1	114	engineering	engineering	NOUN
ajaset-63	1	115	and	and	CCONJ
ajaset-63	1	116	technology	technology	NOUN
ajaset-63	1	117	.	.	PUNCT
ajaset-63	2	1	the	the	DET
ajaset-63	2	2	ajaset	ajaset	NOUN
ajaset-63	2	3	covers	cover	VERB
ajaset-63	2	4	all	all	DET
ajaset-63	2	5	areas	area	NOUN
ajaset-63	2	6	of	of	ADP
ajaset-63	2	7	agricultural	agricultural	ADJ
ajaset-63	2	8	science	science	NOUN
ajaset-63	2	9	,	,	PUNCT
ajaset-63	2	10	engineering	engineering	NOUN
ajaset-63	2	11	and	and	CCONJ
ajaset-63	2	12	technology	technology	NOUN
ajaset-63	2	13	,	,	PUNCT
ajaset-63	2	14	publishing	publish	VERB
ajaset-63	2	15	original	original	ADJ
ajaset-63	2	16	research	research	NOUN
ajaset-63	2	17	articles	article	NOUN
ajaset-63	2	18	.	.	PUNCT
ajaset-63	3	1	the	the	DET
ajaset-63	3	2	ajaset	ajaset	ADJ
ajaset-63	3	3	reviews	review	NOUN
ajaset-63	3	4	article	article	NOUN
ajaset-63	3	5	within	within	ADP
ajaset-63	3	6	approximately	approximately	ADV
ajaset-63	3	7	two	two	NUM
ajaset-63	3	8	weeks	week	NOUN
ajaset-63	3	9	of	of	ADP
ajaset-63	3	10	submission	submission	NOUN
ajaset-63	3	11	and	and	CCONJ
ajaset-63	3	12	publishes	publish	VERB
ajaset-63	3	13	accepted	accept	VERB
ajaset-63	3	14	articles	article	NOUN
ajaset-63	3	15	online	online	ADV
ajaset-63	3	16	immediately	immediately	ADV
ajaset-63	3	17	upon	upon	SCONJ
ajaset-63	3	18	receiving	receive	VERB
ajaset-63	3	19	the	the	DET
ajaset-63	3	20	final	final	ADJ
ajaset-63	3	21	versions	version	NOUN
ajaset-63	3	22	.	.	PUNCT
ajaset-63	4	1	published	publish	VERB
ajaset-63	4	2	media	medium	NOUN
ajaset-63	4	3	:	:	PUNCT
ajaset-63	4	4	issn	issn	NOUN
ajaset-63	4	5	:	:	PUNCT
ajaset-63	4	6	2158	2158	NUM
ajaset-63	4	7	-	-	SYM
ajaset-63	4	8	8104	8104	NUM
ajaset-63	4	9	(	(	PUNCT
ajaset-63	4	10	online	online	ADJ
ajaset-63	4	11	)	)	PUNCT
ajaset-63	4	12	,	,	PUNCT
ajaset-63	4	13	2164	2164	NUM
ajaset-63	4	14	-	-	SYM
ajaset-63	4	15	0920	0920	NUM
ajaset-63	4	16	(	(	PUNCT
ajaset-63	4	17	print	print	NOUN
ajaset-63	4	18	)	)	PUNCT
ajaset-63	4	19	.	.	PUNCT
ajaset-63	5	1	frequency	frequency	NOUN
ajaset-63	5	2	:	:	PUNCT
ajaset-63	5	3	2	2	NUM
ajaset-63	5	4	issues	issue	NOUN
ajaset-63	5	5	per	per	ADP
ajaset-63	5	6	year	year	NOUN
ajaset-63	5	7	(	(	PUNCT
ajaset-63	5	8	january	january	PROPN
ajaset-63	5	9	,	,	PUNCT
ajaset-63	5	10	july	july	PROPN
ajaset-63	5	11	)	)	PUNCT
ajaset-63	5	12	area	area	NOUN
ajaset-63	5	13	of	of	ADP
ajaset-63	5	14	publication	publication	NOUN
ajaset-63	5	15	:	:	PUNCT
ajaset-63	5	16	agricultural	agricultural	ADJ
ajaset-63	5	17	science	science	NOUN
ajaset-63	5	18	,	,	PUNCT
ajaset-63	5	19	engineering	engineering	NOUN
ajaset-63	5	20	and	and	CCONJ
ajaset-63	5	21	technology	technology	NOUN
ajaset-63	5	22	.	.	PUNCT
ajaset-63	6	1	the	the	DET
ajaset-63	6	2	subjects	subject	NOUN
ajaset-63	6	3	covered	cover	VERB
ajaset-63	6	4	by	by	ADP
ajaset-63	6	5	the	the	DET
ajaset-63	6	6	journal	journal	NOUN
ajaset-63	6	7	includes	include	VERB
ajaset-63	6	8	but	but	CCONJ
ajaset-63	6	9	not	not	PART
ajaset-63	6	10	limited	limit	VERB
ajaset-63	6	11	to	to	ADP
ajaset-63	6	12	:	:	PUNCT
ajaset-63	6	13	agriculture	agriculture	NOUN
ajaset-63	6	14	agricultural	agricultural	ADJ
ajaset-63	6	15	economics	economic	NOUN
ajaset-63	6	16	and	and	CCONJ
ajaset-63	6	17	agri	agri	NOUN
ajaset-63	6	18	-	-	PUNCT
ajaset-63	6	19	business	business	NOUN
ajaset-63	6	20	agricultural	agricultural	ADJ
ajaset-63	6	21	engineering	engineering	NOUN
ajaset-63	6	22	agricultural	agricultural	ADJ
ajaset-63	6	23	statistics	statistic	NOUN
ajaset-63	6	24	agricultural	agricultural	ADJ
ajaset-63	6	25	extension	extension	NOUN
ajaset-63	6	26	and	and	CCONJ
ajaset-63	6	27	development	development	NOUN
ajaset-63	6	28	agro	agro	NOUN
ajaset-63	6	29	-	-	PUNCT
ajaset-63	6	30	forestry	forestry	NOUN
ajaset-63	6	31	and	and	CCONJ
ajaset-63	6	32	ecotourism	ecotourism	NOUN
ajaset-63	6	33	agronomy	agronomy	NOUN
ajaset-63	6	34	agro	agro	NOUN
ajaset-63	6	35	-	-	PUNCT
ajaset-63	6	36	tourism	tourism	NOUN
ajaset-63	6	37	animal	animal	NOUN
ajaset-63	6	38	science	science	NOUN
ajaset-63	6	39	and	and	CCONJ
ajaset-63	6	40	nutrition	nutrition	NOUN
ajaset-63	6	41	applied	apply	VERB
ajaset-63	6	42	agriculture	agriculture	NOUN
ajaset-63	6	43	applied	apply	VERB
ajaset-63	6	44	economics	economic	NOUN
ajaset-63	6	45	and	and	CCONJ
ajaset-63	6	46	finance	finance	NOUN
ajaset-63	6	47	aquaculture	aquaculture	NOUN
ajaset-63	6	48	bioinformatics	bioinformatics	NOUN
ajaset-63	6	49	biotechnology	biotechnology	NOUN
ajaset-63	6	50	and	and	CCONJ
ajaset-63	6	51	biochemistry	biochemistry	NOUN
ajaset-63	6	52	climate	climate	NOUN
ajaset-63	6	53	change	change	NOUN
ajaset-63	6	54	and	and	CCONJ
ajaset-63	6	55	green	green	ADJ
ajaset-63	6	56	technology	technology	PROPN
ajaset-63	6	57	collaborative	collaborative	ADJ
ajaset-63	6	58	engineering	engineering	NOUN
ajaset-63	6	59	computer	computer	NOUN
ajaset-63	6	60	science	science	NOUN
ajaset-63	6	61	and	and	CCONJ
ajaset-63	6	62	engineering	engineering	NOUN
ajaset-63	6	63	computational	computational	ADJ
ajaset-63	6	64	biology	biology	NOUN
ajaset-63	6	65	crop	crop	NOUN
ajaset-63	6	66	science	science	NOUN
ajaset-63	6	67	and	and	CCONJ
ajaset-63	6	68	production	production	NOUN
ajaset-63	6	69	dairy	dairy	NOUN
ajaset-63	6	70	science	science	NOUN
ajaset-63	6	71	&	&	CCONJ
ajaset-63	6	72	poultry	poultry	NOUN
ajaset-63	6	73	science	science	NOUN
ajaset-63	6	74	decision	decision	NOUN
ajaset-63	6	75	support	support	NOUN
ajaset-63	6	76	system	system	NOUN
ajaset-63	6	77	entomology	entomology	NOUN
ajaset-63	6	78	environmental	environmental	ADJ
ajaset-63	6	79	science	science	NOUN
ajaset-63	6	80	and	and	CCONJ
ajaset-63	6	81	extension	extension	NOUN
ajaset-63	6	82	dental	dental	ADJ
ajaset-63	6	83	and	and	CCONJ
ajaset-63	6	84	medical	medical	ADJ
ajaset-63	6	85	science	science	NOUN
ajaset-63	6	86	experimental	experimental	ADJ
ajaset-63	6	87	agriculture	agriculture	PROPN
ajaset-63	6	88	food	food	NOUN
ajaset-63	6	89	science	science	NOUN
ajaset-63	6	90	,	,	PUNCT
ajaset-63	6	91	engineering	engineering	NOUN
ajaset-63	6	92	and	and	CCONJ
ajaset-63	6	93	technology	technology	NOUN
ajaset-63	6	94	genetics	genetic	NOUN
ajaset-63	6	95	technology	technology	NOUN
ajaset-63	6	96	geophysics	geophysics	PROPN
ajaset-63	6	97	gis	gis	PROPN
ajaset-63	6	98	,	,	PUNCT
ajaset-63	6	99	gps	gps	PROPN
ajaset-63	6	100	,	,	PUNCT
ajaset-63	6	101	and	and	CCONJ
ajaset-63	6	102	remote	remote	ADJ
ajaset-63	6	103	sensing	sense	VERB
ajaset-63	6	104	horticultural	horticultural	ADJ
ajaset-63	6	105	science	science	NOUN
ajaset-63	6	106	ict	ict	NOUN
ajaset-63	6	107	for	for	ADP
ajaset-63	6	108	agricultural	agricultural	ADJ
ajaset-63	6	109	development	development	NOUN
ajaset-63	6	110	irrigation	irrigation	NOUN
ajaset-63	6	111	and	and	CCONJ
ajaset-63	6	112	water	water	NOUN
ajaset-63	6	113	resource	resource	NOUN
ajaset-63	6	114	engineering	engineering	NOUN
ajaset-63	6	115	land	land	NOUN
ajaset-63	6	116	use	use	NOUN
ajaset-63	6	117	and	and	CCONJ
ajaset-63	6	118	development	development	NOUN
ajaset-63	6	119	mathematics	mathematic	NOUN
ajaset-63	6	120	modeling	modeling	NOUN
ajaset-63	6	121	of	of	ADP
ajaset-63	6	122	crop	crop	NOUN
ajaset-63	6	123	and	and	CCONJ
ajaset-63	6	124	animal	animal	NOUN
ajaset-63	6	125	system	system	NOUN
ajaset-63	6	126	pathology	pathology	NOUN
ajaset-63	6	127	and	and	CCONJ
ajaset-63	6	128	plant	plant	NOUN
ajaset-63	6	129	protection	protection	NOUN
ajaset-63	6	130	fisheries	fishery	NOUN
ajaset-63	6	131	plant	plant	VERB
ajaset-63	6	132	breeding	breeding	NOUN
ajaset-63	6	133	and	and	CCONJ
ajaset-63	6	134	crop	crop	NOUN
ajaset-63	6	135	science	science	NOUN
ajaset-63	6	136	post	post	ADJ
ajaset-63	6	137	-	-	ADJ
ajaset-63	6	138	harvesting	harvesting	ADJ
ajaset-63	6	139	technique	technique	NOUN
ajaset-63	6	140	and	and	CCONJ
ajaset-63	6	141	technology	technology	NOUN
ajaset-63	6	142	precision	precision	NOUN
ajaset-63	6	143	agriculture	agriculture	NOUN
ajaset-63	6	144	production	production	NOUN
ajaset-63	6	145	engineering	engineering	NOUN
ajaset-63	6	146	social	social	ADJ
ajaset-63	6	147	science	science	NOUN
ajaset-63	6	148	and	and	CCONJ
ajaset-63	6	149	agricultural	agricultural	ADJ
ajaset-63	6	150	development	development	NOUN
ajaset-63	6	151	soil	soil	NOUN
ajaset-63	6	152	science	science	PROPN
ajaset-63	6	153	tropical	tropical	ADJ
ajaset-63	6	154	agriculture	agriculture	PROPN
ajaset-63	6	155	veterinary	veterinary	ADJ
ajaset-63	6	156	science	science	NOUN
ajaset-63	6	157	and	and	CCONJ
ajaset-63	6	158	technology	technology	NOUN
ajaset-63	6	159	american	american	PROPN
ajaset-63	6	160	journal	journal	PROPN
ajaset-63	6	161	of	of	ADP
ajaset-63	6	162	agricultural	agricultural	ADJ
ajaset-63	6	163	science	science	NOUN
ajaset-63	6	164	,	,	PUNCT
ajaset-63	6	165	engineering	engineering	NOUN
ajaset-63	6	166	and	and	CCONJ
ajaset-63	6	167	technology	technology	NOUN
ajaset-63	6	168	issn	issn	NOUN
ajaset-63	6	169	:	:	PUNCT
ajaset-63	6	170	2158	2158	NUM
ajaset-63	6	171	-	-	SYM
ajaset-63	6	172	8104	8104	NUM
ajaset-63	6	173	(	(	PUNCT
ajaset-63	6	174	online	online	ADJ
ajaset-63	6	175	)	)	PUNCT
ajaset-63	6	176	,	,	PUNCT
ajaset-63	6	177	2164	2164	NUM
ajaset-63	6	178	-	-	SYM
ajaset-63	6	179	0920	0920	NUM
ajaset-63	6	180	(	(	PUNCT
ajaset-63	6	181	print	print	NOUN
ajaset-63	6	182	)	)	PUNCT
ajaset-63	6	183	,	,	PUNCT
ajaset-63	6	184	2021	2021	NUM
ajaset-63	6	185	,	,	PUNCT
ajaset-63	6	186	vol	vol	NOUN
ajaset-63	6	187	.	.	PROPN
ajaset-63	6	188	5	5	NUM
ajaset-63	6	189	,	,	PUNCT
ajaset-63	6	190	issue.1	issue.1	PROPN
ajaset-63	6	191	http://journals.e-palli.org	http://journals.e-palli.org	PROPN
ajaset-63	6	192	editorial	editorial	ADJ
ajaset-63	6	193	board	board	NOUN
ajaset-63	6	194	chief	chief	ADJ
ajaset-63	6	195	editor	editor	NOUN
ajaset-63	6	196	dr	dr	PROPN
ajaset-63	6	197	mamun	mamun	PROPN
ajaset-63	6	198	-	-	PUNCT
ajaset-63	6	199	or	or	CCONJ
ajaset-63	6	200	-	-	PUNCT
ajaset-63	6	201	rashid	rashid	NOUN
ajaset-63	6	202	professor	professor	NOUN
ajaset-63	6	203	,	,	PUNCT
ajaset-63	6	204	dhaka	dhaka	PROPN
ajaset-63	6	205	university	university	PROPN
ajaset-63	6	206	,	,	PUNCT
ajaset-63	6	207	bangladesh	bangladesh	PROPN
ajaset-63	6	208	board	board	PROPN
ajaset-63	6	209	members	members	PROPN
ajaset-63	6	210	dr	dr	PROPN
ajaset-63	6	211	.	.	PROPN
ajaset-63	6	212	sumit	sumit	PROPN
ajaset-63	6	213	garg	garg	PROPN
ajaset-63	6	214	,	,	PUNCT
ajaset-63	6	215	il	il	PROPN
ajaset-63	6	216	,	,	PUNCT
ajaset-63	6	217	usa	usa	PROPN
ajaset-63	6	218	professor	professor	PROPN
ajaset-63	6	219	dr	dr	PROPN
ajaset-63	6	220	.	.	PROPN
ajaset-63	6	221	james	james	PROPN
ajaset-63	6	222	j.	j.	PROPN
ajaset-63	6	223	riley	riley	PROPN
ajaset-63	6	224	,	,	PUNCT
ajaset-63	6	225	the	the	DET
ajaset-63	6	226	university	university	PROPN
ajaset-63	6	227	of	of	ADP
ajaset-63	6	228	arizona	arizona	PROPN
ajaset-63	6	229	,	,	PUNCT
ajaset-63	6	230	usa	usa	PROPN
ajaset-63	6	231	dr	dr	PROPN
ajaset-63	6	232	.	.	PROPN
ajaset-63	6	233	ekkehard	ekkehard	PROPN
ajaset-63	6	234	kürschner	kürschner	NOUN
ajaset-63	6	235	,	,	PUNCT
ajaset-63	6	236	agriculture	agriculture	NOUN
ajaset-63	6	237	development	development	NOUN
ajaset-63	6	238	consultant	consultant	NOUN
ajaset-63	6	239	,	,	PUNCT
ajaset-63	6	240	germany	germany	PROPN
ajaset-63	6	241	professor	professor	PROPN
ajaset-63	6	242	dr	dr	PROPN
ajaset-63	6	243	.	.	PROPN
ajaset-63	6	244	rodriguez	rodriguez	PROPN
ajaset-63	6	245	hilda	hilda	PROPN
ajaset-63	6	246	,	,	PUNCT
ajaset-63	6	247	usa	usa	PROPN
ajaset-63	6	248	professor	professor	PROPN
ajaset-63	6	249	dr	dr	PROPN
ajaset-63	6	250	.	.	PROPN
ajaset-63	6	251	michael	michael	PROPN
ajaset-63	6	252	d.	d.	PROPN
ajaset-63	6	253	whitt	whitt	PROPN
ajaset-63	6	254	,	,	PUNCT
ajaset-63	6	255	usa	usa	PROPN
ajaset-63	6	256	professor	professor	PROPN
ajaset-63	6	257	dr	dr	PROPN
ajaset-63	6	258	.	.	PROPN
ajaset-63	7	1	wael	wael	PROPN
ajaset-63	7	2	al	al	PROPN
ajaset-63	7	3	-	-	PUNCT
ajaset-63	7	4	aghbari	aghbari	PROPN
ajaset-63	7	5	,	,	PUNCT
ajaset-63	7	6	yemen	yemen	PROPN
ajaset-63	7	7	dr	dr	PROPN
ajaset-63	7	8	.	.	PROPN
ajaset-63	7	9	clement	clement	PROPN
ajaset-63	8	1	kiprotich	kiprotich	PROPN
ajaset-63	8	2	kiptum	kiptum	PROPN
ajaset-63	8	3	,	,	PUNCT
ajaset-63	8	4	university	university	NOUN
ajaset-63	8	5	of	of	ADP
ajaset-63	8	6	eldoret	eldoret	PROPN
ajaset-63	8	7	,	,	PUNCT
ajaset-63	8	8	kenya	kenya	PROPN
ajaset-63	8	9	managing	manage	VERB
ajaset-63	8	10	editor	editor	NOUN
ajaset-63	8	11	md	md	PROPN
ajaset-63	8	12	.	.	PROPN
ajaset-63	9	1	roshidul	roshidul	PROPN
ajaset-63	9	2	hasan	hasan	PROPN
ajaset-63	9	3	professor	professor	PROPN
ajaset-63	9	4	,	,	PUNCT
ajaset-63	9	5	department	department	NOUN
ajaset-63	9	6	of	of	ADP
ajaset-63	9	7	computer	computer	NOUN
ajaset-63	9	8	science	science	NOUN
ajaset-63	9	9	and	and	CCONJ
ajaset-63	9	10	information	information	NOUN
ajaset-63	9	11	technology	technology	NOUN
ajaset-63	9	12	,	,	PUNCT
ajaset-63	9	13	bangabandhu	bangabandhu	NOUN
ajaset-63	9	14	sheikh	sheikh	NOUN
ajaset-63	9	15	mujibur	mujibur	PROPN
ajaset-63	9	16	rahman	rahman	PROPN
ajaset-63	9	17	agricultural	agricultural	PROPN
ajaset-63	9	18	university	university	PROPN
ajaset-63	9	19	american	american	PROPN
ajaset-63	9	20	journal	journal	PROPN
ajaset-63	9	21	of	of	ADP
ajaset-63	9	22	agricultural	agricultural	ADJ
ajaset-63	9	23	science	science	NOUN
ajaset-63	9	24	,	,	PUNCT
ajaset-63	9	25	engineering	engineering	NOUN
ajaset-63	9	26	and	and	CCONJ
ajaset-63	9	27	technology	technology	NOUN
ajaset-63	9	28	63	63	NUM
ajaset-63	9	29	issn	issn	NOUN
ajaset-63	9	30	:	:	PUNCT
ajaset-63	9	31	2158	2158	NUM
ajaset-63	9	32	-	-	SYM
ajaset-63	9	33	8104	8104	NUM
ajaset-63	9	34	(	(	PUNCT
ajaset-63	9	35	online	online	ADJ
ajaset-63	9	36	)	)	PUNCT
ajaset-63	9	37	,	,	PUNCT
ajaset-63	9	38	2164	2164	NUM
ajaset-63	9	39	-	-	SYM
ajaset-63	9	40	0920	0920	NUM
ajaset-63	9	41	(	(	PUNCT
ajaset-63	9	42	print	print	NOUN
ajaset-63	9	43	)	)	PUNCT
ajaset-63	9	44	,	,	PUNCT
ajaset-63	9	45	2021	2021	NUM
ajaset-63	9	46	,	,	PUNCT
ajaset-63	9	47	vol	vol	NOUN
ajaset-63	9	48	.	.	PROPN
ajaset-63	9	49	5	5	NUM
ajaset-63	9	50	,	,	PUNCT
ajaset-63	9	51	issue.1	issue.1	PROPN
ajaset-63	9	52	http://journals.e-palli.org	http://journals.e-palli.org	PUNCT
ajaset-63	9	53	a	a	DET
ajaset-63	9	54	machine	machine	NOUN
ajaset-63	9	55	learning	learning	NOUN
ajaset-63	9	56	-	-	PUNCT
ajaset-63	9	57	based	base	VERB
ajaset-63	9	58	price	price	NOUN
ajaset-63	9	59	prediction	prediction	NOUN
ajaset-63	9	60	for	for	ADP
ajaset-63	9	61	cows	cow	NOUN
ajaset-63	9	62	md	md	PROPN
ajaset-63	9	63	atiquer	atiquer	NOUN
ajaset-63	9	64	rahman1	rahman1	ADJ
ajaset-63	9	65	,	,	PUNCT
ajaset-63	9	66	md	md	PROPN
ajaset-63	9	67	alamgir	alamgir	PROPN
ajaset-63	9	68	kabir2	kabir2	PROPN
ajaset-63	9	69	,	,	PUNCT
ajaset-63	9	70	md	md	PROPN
ajaset-63	9	71	.	.	PROPN
ajaset-63	10	1	ezazul	ezazul	PROPN
ajaset-63	11	1	haque3	haque3	PROPN
ajaset-63	11	2	,	,	PUNCT
ajaset-63	11	3	b	b	PROPN
ajaset-63	11	4	m	m	PROPN
ajaset-63	11	5	mainul	mainul	PROPN
ajaset-63	11	6	hossain4	hossain4	PROPN
ajaset-63	11	7	institute	institute	PROPN
ajaset-63	11	8	of	of	ADP
ajaset-63	11	9	information	information	NOUN
ajaset-63	11	10	technology	technology	NOUN
ajaset-63	11	11	,	,	PUNCT
ajaset-63	11	12	university	university	NOUN
ajaset-63	11	13	of	of	ADP
ajaset-63	11	14	dhaka	dhaka	PROPN
ajaset-63	11	15	,	,	PUNCT
ajaset-63	11	16	dhaka	dhaka	PROPN
ajaset-63	11	17	,	,	PUNCT
ajaset-63	11	18	bangladesh	bangladesh	NOUN
ajaset-63	11	19	doi	doi	PROPN
ajaset-63	11	20	:	:	PUNCT
ajaset-63	11	21	http://doi.org/10.5281/zenodo.4817941	http://doi.org/10.5281/zenodo.4817941	PROPN
ajaset-63	11	22	abstract	abstract	ADJ
ajaset-63	11	23	as	as	SCONJ
ajaset-63	11	24	bangladesh	bangladesh	NOUN
ajaset-63	11	25	is	be	AUX
ajaset-63	11	26	an	an	DET
ajaset-63	11	27	agricultural	agricultural	ADJ
ajaset-63	11	28	country	country	NOUN
ajaset-63	11	29	,	,	PUNCT
ajaset-63	11	30	cows	cow	NOUN
ajaset-63	11	31	have	have	VERB
ajaset-63	11	32	a	a	DET
ajaset-63	11	33	great	great	ADJ
ajaset-63	11	34	influence	influence	NOUN
ajaset-63	11	35	on	on	ADP
ajaset-63	11	36	our	our	PRON
ajaset-63	11	37	economy	economy	NOUN
ajaset-63	11	38	.	.	PUNCT
ajaset-63	12	1	however	however	ADV
ajaset-63	12	2	,	,	PUNCT
ajaset-63	12	3	there	there	PRON
ajaset-63	12	4	is	be	VERB
ajaset-63	12	5	no	no	DET
ajaset-63	12	6	cow	cow	NOUN
ajaset-63	12	7	-	-	PUNCT
ajaset-63	12	8	related	relate	VERB
ajaset-63	12	9	work	work	NOUN
ajaset-63	12	10	or	or	CCONJ
ajaset-63	12	11	dataset	dataset	VERB
ajaset-63	12	12	accessible	accessible	ADJ
ajaset-63	12	13	online	online	ADV
ajaset-63	12	14	in	in	ADP
ajaset-63	12	15	the	the	DET
ajaset-63	12	16	fields	field	NOUN
ajaset-63	12	17	of	of	ADP
ajaset-63	12	18	machine	machine	NOUN
ajaset-63	12	19	learning	learning	NOUN
ajaset-63	12	20	and	and	CCONJ
ajaset-63	12	21	artificial	artificial	ADJ
ajaset-63	12	22	intelligence	intelligence	NOUN
ajaset-63	12	23	.	.	PUNCT
ajaset-63	13	1	this	this	DET
ajaset-63	13	2	study	study	NOUN
ajaset-63	13	3	aims	aim	VERB
ajaset-63	13	4	to	to	PART
ajaset-63	13	5	predict	predict	VERB
ajaset-63	13	6	cow	cow	NOUN
ajaset-63	13	7	price	price	NOUN
ajaset-63	13	8	ranges	range	NOUN
ajaset-63	13	9	using	use	VERB
ajaset-63	13	10	any	any	DET
ajaset-63	13	11	cow	cow	NOUN
ajaset-63	13	12	picture	picture	NOUN
ajaset-63	13	13	.	.	PUNCT
ajaset-63	14	1	cow	cow	NOUN
ajaset-63	14	2	images	image	NOUN
ajaset-63	14	3	were	be	AUX
ajaset-63	14	4	collected	collect	VERB
ajaset-63	14	5	from	from	ADP
ajaset-63	14	6	different	different	ADJ
ajaset-63	14	7	online	online	ADJ
ajaset-63	14	8	e	e	NOUN
ajaset-63	14	9	-	-	NOUN
ajaset-63	14	10	commerce	commerce	NOUN
ajaset-63	14	11	sites	site	NOUN
ajaset-63	14	12	which	which	PRON
ajaset-63	14	13	are	be	AUX
ajaset-63	14	14	selling	sell	VERB
ajaset-63	14	15	cows	cow	NOUN
ajaset-63	14	16	and	and	CCONJ
ajaset-63	14	17	mainly	mainly	ADV
ajaset-63	14	18	attempted	attempt	VERB
ajaset-63	14	19	to	to	PART
ajaset-63	14	20	predict	predict	VERB
ajaset-63	14	21	the	the	DET
ajaset-63	14	22	price	price	NOUN
ajaset-63	14	23	range	range	NOUN
ajaset-63	14	24	of	of	ADP
ajaset-63	14	25	cows	cow	NOUN
ajaset-63	14	26	based	base	VERB
ajaset-63	14	27	on	on	ADP
ajaset-63	14	28	the	the	DET
ajaset-63	14	29	images	image	NOUN
ajaset-63	14	30	of	of	ADP
ajaset-63	14	31	the	the	DET
ajaset-63	14	32	cows	cow	NOUN
ajaset-63	14	33	.	.	PUNCT
ajaset-63	15	1	cows	cow	NOUN
ajaset-63	15	2	are	be	AUX
ajaset-63	15	3	divided	divide	VERB
ajaset-63	15	4	into	into	ADP
ajaset-63	15	5	four	four	NUM
ajaset-63	15	6	classes	class	NOUN
ajaset-63	15	7	based	base	VERB
ajaset-63	15	8	on	on	ADP
ajaset-63	15	9	their	their	PRON
ajaset-63	15	10	price	price	NOUN
ajaset-63	15	11	range	range	NOUN
ajaset-63	15	12	namely	namely	ADV
ajaset-63	15	13	low	low	ADJ
ajaset-63	15	14	,	,	PUNCT
ajaset-63	15	15	medium	medium	ADJ
ajaset-63	15	16	,	,	PUNCT
ajaset-63	15	17	high	high	ADJ
ajaset-63	15	18	,	,	PUNCT
ajaset-63	15	19	and	and	CCONJ
ajaset-63	15	20	very	very	ADV
ajaset-63	15	21	high	high	ADJ
ajaset-63	15	22	classes	class	NOUN
ajaset-63	15	23	.	.	PUNCT
ajaset-63	16	1	a	a	DET
ajaset-63	16	2	machine	machine	NOUN
ajaset-63	16	3	learning	learning	NOUN
ajaset-63	16	4	-	-	PUNCT
ajaset-63	16	5	driven	drive	VERB
ajaset-63	16	6	approach	approach	NOUN
ajaset-63	16	7	has	have	AUX
ajaset-63	16	8	been	be	AUX
ajaset-63	16	9	taken	take	VERB
ajaset-63	16	10	for	for	ADP
ajaset-63	16	11	the	the	DET
ajaset-63	16	12	prediction	prediction	NOUN
ajaset-63	16	13	where	where	SCONJ
ajaset-63	16	14	convolutional	convolutional	ADJ
ajaset-63	16	15	neural	neural	ADJ
ajaset-63	16	16	network	network	NOUN
ajaset-63	16	17	(	(	PUNCT
ajaset-63	16	18	cnn	cnn	PROPN
ajaset-63	16	19	)	)	PUNCT
ajaset-63	16	20	is	be	AUX
ajaset-63	16	21	used	use	VERB
ajaset-63	16	22	as	as	ADP
ajaset-63	16	23	an	an	DET
ajaset-63	16	24	image	image	NOUN
ajaset-63	16	25	classifier	classifier	NOUN
ajaset-63	16	26	and	and	CCONJ
ajaset-63	16	27	linear	linear	ADJ
ajaset-63	16	28	regression	regression	NOUN
ajaset-63	16	29	is	be	AUX
ajaset-63	16	30	used	use	VERB
ajaset-63	16	31	for	for	ADP
ajaset-63	16	32	predicting	predict	VERB
ajaset-63	16	33	the	the	DET
ajaset-63	16	34	prices	price	NOUN
ajaset-63	16	35	.	.	PUNCT
ajaset-63	17	1	our	our	PRON
ajaset-63	17	2	result	result	NOUN
ajaset-63	17	3	shows	show	VERB
ajaset-63	17	4	that	that	SCONJ
ajaset-63	17	5	the	the	DET
ajaset-63	17	6	price	price	NOUN
ajaset-63	17	7	range	range	NOUN
ajaset-63	17	8	of	of	ADP
ajaset-63	17	9	a	a	DET
ajaset-63	17	10	cow	cow	NOUN
ajaset-63	17	11	can	can	AUX
ajaset-63	17	12	be	be	AUX
ajaset-63	17	13	predicted	predict	VERB
ajaset-63	17	14	with	with	ADP
ajaset-63	17	15	an	an	DET
ajaset-63	17	16	accuracy	accuracy	NOUN
ajaset-63	17	17	of	of	ADP
ajaset-63	17	18	70	70	NUM
ajaset-63	17	19	%	%	NOUN
ajaset-63	17	20	.	.	PUNCT
ajaset-63	18	1	14th	14th	ADJ
ajaset-63	18	2	year	year	NOUN
ajaset-63	18	3	student	student	NOUN
ajaset-63	18	4	,	,	PUNCT
ajaset-63	18	5	institute	institute	NOUN
ajaset-63	18	6	of	of	ADP
ajaset-63	18	7	information	information	NOUN
ajaset-63	18	8	technology	technology	NOUN
ajaset-63	18	9	,	,	PUNCT
ajaset-63	18	10	university	university	NOUN
ajaset-63	18	11	of	of	ADP
ajaset-63	18	12	dhaka	dhaka	PROPN
ajaset-63	18	13	,	,	PUNCT
ajaset-63	18	14	dhaka	dhaka	PROPN
ajaset-63	18	15	,	,	PUNCT
ajaset-63	18	16	bangladesh	bangladesh	PROPN
ajaset-63	18	17	;	;	PUNCT
ajaset-63	18	18	email	email	NOUN
ajaset-63	18	19	:	:	PUNCT
ajaset-63	18	20	bsse0908@iit.du.ac.bd	bsse0908@iit.du.ac.bd	PROPN
ajaset-63	18	21	24th	24th	ADJ
ajaset-63	18	22	year	year	NOUN
ajaset-63	18	23	student	student	NOUN
ajaset-63	18	24	,	,	PUNCT
ajaset-63	18	25	institute	institute	NOUN
ajaset-63	18	26	of	of	ADP
ajaset-63	18	27	information	information	NOUN
ajaset-63	18	28	technology	technology	NOUN
ajaset-63	18	29	,	,	PUNCT
ajaset-63	18	30	university	university	NOUN
ajaset-63	18	31	of	of	ADP
ajaset-63	18	32	dhaka	dhaka	PROPN
ajaset-63	18	33	,	,	PUNCT
ajaset-63	18	34	dhaka	dhaka	PROPN
ajaset-63	18	35	,	,	PUNCT
ajaset-63	18	36	bangladesh	bangladesh	PROPN
ajaset-63	18	37	;	;	PUNCT
ajaset-63	18	38	email	email	NOUN
ajaset-63	18	39	:	:	PUNCT
ajaset-63	18	40	bsse0907@iit.du.ac.bd	bsse0907@iit.du.ac.bd	ADJ
ajaset-63	18	41	34th	34th	ADJ
ajaset-63	18	42	year	year	NOUN
ajaset-63	18	43	student	student	NOUN
ajaset-63	18	44	,	,	PUNCT
ajaset-63	18	45	institute	institute	NOUN
ajaset-63	18	46	of	of	ADP
ajaset-63	18	47	information	information	NOUN
ajaset-63	18	48	technology	technology	NOUN
ajaset-63	18	49	,	,	PUNCT
ajaset-63	18	50	university	university	NOUN
ajaset-63	18	51	of	of	ADP
ajaset-63	18	52	dhaka	dhaka	PROPN
ajaset-63	18	53	,	,	PUNCT
ajaset-63	18	54	dhaka	dhaka	PROPN
ajaset-63	18	55	,	,	PUNCT
ajaset-63	18	56	bangladesh	bangladesh	PROPN
ajaset-63	18	57	;	;	PUNCT
ajaset-63	18	58	email:bsse0923@iit.du.ac.bd	email:bsse0923@iit.du.ac.bd	ADJ
ajaset-63	18	59	4associate	4associate	NUM
ajaset-63	18	60	professor	professor	NOUN
ajaset-63	18	61	,	,	PUNCT
ajaset-63	18	62	institute	institute	NOUN
ajaset-63	18	63	of	of	ADP
ajaset-63	18	64	information	information	NOUN
ajaset-63	18	65	technology	technology	NOUN
ajaset-63	18	66	(	(	PUNCT
ajaset-63	18	67	iit),university	iit),university	PROPN
ajaset-63	18	68	of	of	ADP
ajaset-63	18	69	dhaka	dhaka	PROPN
ajaset-63	18	70	,	,	PUNCT
ajaset-63	18	71	bangladesh	bangladesh	PROPN
ajaset-63	18	72	;	;	PUNCT
ajaset-63	18	73	email	email	NOUN
ajaset-63	18	74	:	:	PUNCT
ajaset-63	18	75	mainul@iit.du.ac.bd	mainul@iit.du.ac.bd	PROPN
ajaset-63	18	76	american	american	PROPN
ajaset-63	18	77	journal	journal	PROPN
ajaset-63	18	78	of	of	ADP
ajaset-63	18	79	agricultural	agricultural	ADJ
ajaset-63	18	80	science	science	NOUN
ajaset-63	18	81	,	,	PUNCT
ajaset-63	18	82	engineering	engineering	NOUN
ajaset-63	18	83	and	and	CCONJ
ajaset-63	18	84	technology	technology	NOUN
ajaset-63	18	85	64	64	NUM
ajaset-63	18	86	issn	issn	NOUN
ajaset-63	18	87	:	:	PUNCT
ajaset-63	18	88	2158	2158	NUM
ajaset-63	18	89	-	-	SYM
ajaset-63	18	90	8104	8104	NUM
ajaset-63	18	91	(	(	PUNCT
ajaset-63	18	92	online	online	ADJ
ajaset-63	18	93	)	)	PUNCT
ajaset-63	18	94	,	,	PUNCT
ajaset-63	18	95	2164	2164	NUM
ajaset-63	18	96	-	-	SYM
ajaset-63	18	97	0920	0920	NUM
ajaset-63	18	98	(	(	PUNCT
ajaset-63	18	99	print	print	NOUN
ajaset-63	18	100	)	)	PUNCT
ajaset-63	18	101	,	,	PUNCT
ajaset-63	18	102	2021	2021	NUM
ajaset-63	18	103	,	,	PUNCT
ajaset-63	18	104	vol	vol	NOUN
ajaset-63	18	105	.	.	PROPN
ajaset-63	18	106	5	5	NUM
ajaset-63	18	107	,	,	PUNCT
ajaset-63	18	108	issue.1	issue.1	PROPN
ajaset-63	18	109	http://journals.e-palli.org	http://journals.e-palli.org	PROPN
ajaset-63	18	110	1	1	X
ajaset-63	18	111	.	.	PUNCT
ajaset-63	18	112	introduction	introduction	NOUN
ajaset-63	18	113	price	price	NOUN
ajaset-63	18	114	prediction	prediction	NOUN
ajaset-63	18	115	is	be	AUX
ajaset-63	18	116	difficult	difficult	ADJ
ajaset-63	18	117	regarding	regard	VERB
ajaset-63	18	118	the	the	DET
ajaset-63	18	119	complex	complex	ADJ
ajaset-63	18	120	behavior	behavior	NOUN
ajaset-63	18	121	of	of	ADP
ajaset-63	18	122	price	price	NOUN
ajaset-63	18	123	signaling	signaling	NOUN
ajaset-63	18	124	and	and	CCONJ
ajaset-63	18	125	datasets	dataset	NOUN
ajaset-63	18	126	.	.	PUNCT
ajaset-63	19	1	but	but	CCONJ
ajaset-63	19	2	it	it	PRON
ajaset-63	19	3	has	have	VERB
ajaset-63	19	4	a	a	DET
ajaset-63	19	5	great	great	ADJ
ajaset-63	19	6	socioeconomic	socioeconomic	ADJ
ajaset-63	19	7	value	value	NOUN
ajaset-63	19	8	.	.	PUNCT
ajaset-63	20	1	almost	almost	ADV
ajaset-63	20	2	80	80	NUM
ajaset-63	20	3	%	%	NOUN
ajaset-63	20	4	of	of	ADP
ajaset-63	20	5	people	people	NOUN
ajaset-63	20	6	in	in	ADP
ajaset-63	20	7	our	our	PRON
ajaset-63	20	8	country	country	NOUN
ajaset-63	20	9	bangladesh	bangladesh	NOUN
ajaset-63	20	10	live	live	VERB
ajaset-63	20	11	in	in	ADP
ajaset-63	20	12	rural	rural	ADJ
ajaset-63	20	13	areas	area	NOUN
ajaset-63	20	14	.	.	PUNCT
ajaset-63	21	1	as	as	SCONJ
ajaset-63	21	2	they	they	PRON
ajaset-63	21	3	live	live	VERB
ajaset-63	21	4	in	in	ADP
ajaset-63	21	5	villages	village	NOUN
ajaset-63	21	6	,	,	PUNCT
ajaset-63	21	7	they	they	PRON
ajaset-63	21	8	mainly	mainly	ADV
ajaset-63	21	9	depend	depend	VERB
ajaset-63	21	10	on	on	ADP
ajaset-63	21	11	agriculture	agriculture	NOUN
ajaset-63	21	12	for	for	ADP
ajaset-63	21	13	their	their	PRON
ajaset-63	21	14	livelihoods	livelihood	NOUN
ajaset-63	21	15	.	.	PUNCT
ajaset-63	22	1	that	that	PRON
ajaset-63	22	2	’s	’	VERB
ajaset-63	22	3	why	why	SCONJ
ajaset-63	22	4	cows	cow	NOUN
ajaset-63	22	5	are	be	AUX
ajaset-63	22	6	the	the	DET
ajaset-63	22	7	most	most	ADV
ajaset-63	22	8	domestic	domestic	ADJ
ajaset-63	22	9	animal	animal	NOUN
ajaset-63	22	10	in	in	ADP
ajaset-63	22	11	almost	almost	ADV
ajaset-63	22	12	every	every	PRON
ajaset-63	22	13	house	house	NOUN
ajaset-63	22	14	in	in	ADP
ajaset-63	22	15	the	the	DET
ajaset-63	22	16	village	village	NOUN
ajaset-63	22	17	.	.	PUNCT
ajaset-63	23	1	on	on	ADP
ajaset-63	23	2	the	the	DET
ajaset-63	23	3	other	other	ADJ
ajaset-63	23	4	hand	hand	NOUN
ajaset-63	23	5	,	,	PUNCT
ajaset-63	23	6	bangladesh	bangladesh	PROPN
ajaset-63	23	7	is	be	AUX
ajaset-63	23	8	a	a	DET
ajaset-63	23	9	muslim	muslim	ADJ
ajaset-63	23	10	-	-	PUNCT
ajaset-63	23	11	majority	majority	NOUN
ajaset-63	23	12	country	country	NOUN
ajaset-63	23	13	with	with	ADP
ajaset-63	23	14	significant	significant	ADJ
ajaset-63	23	15	demand	demand	NOUN
ajaset-63	23	16	for	for	ADP
ajaset-63	23	17	cows	cow	NOUN
ajaset-63	23	18	.	.	PUNCT
ajaset-63	24	1	so	so	ADV
ajaset-63	24	2	,	,	PUNCT
ajaset-63	24	3	cows	cow	NOUN
ajaset-63	24	4	have	have	VERB
ajaset-63	24	5	a	a	DET
ajaset-63	24	6	great	great	ADJ
ajaset-63	24	7	impact	impact	NOUN
ajaset-63	24	8	on	on	ADP
ajaset-63	24	9	the	the	DET
ajaset-63	24	10	economy	economy	NOUN
ajaset-63	24	11	.	.	PUNCT
ajaset-63	25	1	people	people	NOUN
ajaset-63	25	2	who	who	PRON
ajaset-63	25	3	are	be	AUX
ajaset-63	25	4	unaware	unaware	ADJ
ajaset-63	25	5	of	of	ADP
ajaset-63	25	6	the	the	DET
ajaset-63	25	7	price	price	NOUN
ajaset-63	25	8	of	of	ADP
ajaset-63	25	9	cows	cow	NOUN
ajaset-63	25	10	,	,	PUNCT
ajaset-63	25	11	on	on	ADP
ajaset-63	25	12	the	the	DET
ajaset-63	25	13	other	other	ADJ
ajaset-63	25	14	hand	hand	NOUN
ajaset-63	25	15	,	,	PUNCT
ajaset-63	25	16	are	be	AUX
ajaset-63	25	17	often	often	ADV
ajaset-63	25	18	defrauded	defraud	VERB
ajaset-63	25	19	when	when	SCONJ
ajaset-63	25	20	selling	sell	VERB
ajaset-63	25	21	and	and	CCONJ
ajaset-63	25	22	purchasing	purchasing	NOUN
ajaset-63	25	23	cows	cow	NOUN
ajaset-63	25	24	.	.	PUNCT
ajaset-63	26	1	so	so	ADV
ajaset-63	26	2	,	,	PUNCT
ajaset-63	26	3	a	a	DET
ajaset-63	26	4	tool	tool	NOUN
ajaset-63	26	5	that	that	PRON
ajaset-63	26	6	predicts	predict	VERB
ajaset-63	26	7	the	the	DET
ajaset-63	26	8	cows	cow	NOUN
ajaset-63	26	9	’	'	PUNCT
ajaset-63	26	10	prices	price	NOUN
ajaset-63	26	11	can	can	AUX
ajaset-63	26	12	be	be	AUX
ajaset-63	26	13	helpful	helpful	ADJ
ajaset-63	26	14	to	to	PART
ajaset-63	26	15	know	know	VERB
ajaset-63	26	16	about	about	ADP
ajaset-63	26	17	the	the	DET
ajaset-63	26	18	prices	price	NOUN
ajaset-63	26	19	of	of	ADP
ajaset-63	26	20	cows	cow	NOUN
ajaset-63	26	21	before	before	ADP
ajaset-63	26	22	selling	sell	VERB
ajaset-63	26	23	and	and	CCONJ
ajaset-63	26	24	buying	buying	NOUN
ajaset-63	26	25	and	and	CCONJ
ajaset-63	26	26	the	the	DET
ajaset-63	26	27	chance	chance	NOUN
ajaset-63	26	28	of	of	ADP
ajaset-63	26	29	deception	deception	NOUN
ajaset-63	26	30	will	will	AUX
ajaset-63	26	31	be	be	AUX
ajaset-63	26	32	reduced	reduce	VERB
ajaset-63	26	33	.	.	PUNCT
ajaset-63	27	1	therefore	therefore	ADV
ajaset-63	27	2	,	,	PUNCT
ajaset-63	27	3	this	this	DET
ajaset-63	27	4	work	work	NOUN
ajaset-63	27	5	aims	aim	VERB
ajaset-63	27	6	to	to	PART
ajaset-63	27	7	predict	predict	VERB
ajaset-63	27	8	the	the	DET
ajaset-63	27	9	price	price	NOUN
ajaset-63	27	10	of	of	ADP
ajaset-63	27	11	cows	cow	NOUN
ajaset-63	27	12	according	accord	VERB
ajaset-63	27	13	to	to	ADP
ajaset-63	27	14	the	the	DET
ajaset-63	27	15	image	image	NOUN
ajaset-63	27	16	.	.	PUNCT
ajaset-63	28	1	along	along	ADP
ajaset-63	28	2	with	with	ADP
ajaset-63	28	3	the	the	DET
ajaset-63	28	4	images	image	NOUN
ajaset-63	28	5	,	,	PUNCT
ajaset-63	28	6	some	some	DET
ajaset-63	28	7	other	other	ADJ
ajaset-63	28	8	attributes	attribute	NOUN
ajaset-63	28	9	have	have	AUX
ajaset-63	28	10	also	also	ADV
ajaset-63	28	11	been	be	AUX
ajaset-63	28	12	considered.predict	considered.predict	NUM
ajaset-63	28	13	of	of	ADP
ajaset-63	28	14	price	price	NOUN
ajaset-63	28	15	is	be	AUX
ajaset-63	28	16	always	always	ADV
ajaset-63	28	17	a	a	DET
ajaset-63	28	18	tough	tough	ADJ
ajaset-63	28	19	task	task	NOUN
ajaset-63	28	20	.	.	PUNCT
ajaset-63	29	1	here	here	ADV
ajaset-63	29	2	,	,	PUNCT
ajaset-63	29	3	the	the	DET
ajaset-63	29	4	prediction	prediction	NOUN
ajaset-63	29	5	of	of	ADP
ajaset-63	29	6	livestock	livestock	NOUN
ajaset-63	29	7	like	like	ADP
ajaset-63	29	8	a	a	DET
ajaset-63	29	9	cow	cow	NOUN
ajaset-63	29	10	’s	’s	PART
ajaset-63	29	11	price	price	NOUN
ajaset-63	29	12	class	class	NOUN
ajaset-63	29	13	is	be	AUX
ajaset-63	29	14	more	more	ADV
ajaset-63	29	15	difficult	difficult	ADJ
ajaset-63	29	16	than	than	ADP
ajaset-63	29	17	other	other	ADJ
ajaset-63	29	18	price	price	NOUN
ajaset-63	29	19	prediction	prediction	NOUN
ajaset-63	29	20	tasks	task	NOUN
ajaset-63	29	21	.	.	PUNCT
ajaset-63	30	1	a	a	DET
ajaset-63	30	2	lot	lot	NOUN
ajaset-63	30	3	of	of	ADP
ajaset-63	30	4	works	work	NOUN
ajaset-63	30	5	has	have	AUX
ajaset-63	30	6	already	already	ADV
ajaset-63	30	7	been	be	AUX
ajaset-63	30	8	done	do	VERB
ajaset-63	30	9	by	by	ADP
ajaset-63	30	10	machine	machine	NOUN
ajaset-63	30	11	learning	learn	VERB
ajaset-63	30	12	engineers	engineer	NOUN
ajaset-63	30	13	for	for	ADP
ajaset-63	30	14	price	price	NOUN
ajaset-63	30	15	predictions	prediction	NOUN
ajaset-63	30	16	such	such	ADJ
ajaset-63	30	17	as	as	ADP
ajaset-63	30	18	stock	stock	NOUN
ajaset-63	30	19	price	price	NOUN
ajaset-63	30	20	prediction	prediction	NOUN
ajaset-63	30	21	,	,	PUNCT
ajaset-63	30	22	house	house	NOUN
ajaset-63	30	23	price	price	NOUN
ajaset-63	30	24	prediction	prediction	NOUN
ajaset-63	30	25	,	,	PUNCT
ajaset-63	30	26	beef	beef	NOUN
ajaset-63	30	27	meat	meat	NOUN
ajaset-63	30	28	price	price	NOUN
ajaset-63	30	29	,	,	PUNCT
ajaset-63	30	30	etc	etc	X
ajaset-63	30	31	.	.	X
ajaset-63	30	32	from	from	ADP
ajaset-63	30	33	the	the	DET
ajaset-63	30	34	images	image	NOUN
ajaset-63	30	35	using	use	VERB
ajaset-63	30	36	in	in	ADP
ajaset-63	30	37	cnn	cnn	PROPN
ajaset-63	30	38	.	.	PUNCT
ajaset-63	31	1	but	but	CCONJ
ajaset-63	31	2	a	a	DET
ajaset-63	31	3	few	few	ADJ
ajaset-63	31	4	works	work	NOUN
ajaset-63	31	5	on	on	ADP
ajaset-63	31	6	cattle	cattle	NOUN
ajaset-63	31	7	price	price	NOUN
ajaset-63	31	8	prediction	prediction	NOUN
ajaset-63	31	9	.	.	PUNCT
ajaset-63	32	1	in	in	ADP
ajaset-63	32	2	this	this	DET
ajaset-63	32	3	paper	paper	NOUN
ajaset-63	32	4	cows	cow	NOUN
ajaset-63	32	5	'	'	PART
ajaset-63	32	6	price	price	NOUN
ajaset-63	32	7	range	range	NOUN
ajaset-63	32	8	will	will	AUX
ajaset-63	32	9	be	be	AUX
ajaset-63	32	10	predicted	predict	VERB
ajaset-63	32	11	.	.	PUNCT
ajaset-63	33	1	s.	s.	PROPN
ajaset-63	33	2	u.	u.	PROPN
ajaset-63	33	3	rehman	rehman	PROPN
ajaset-63	33	4	proposed	propose	VERB
ajaset-63	33	5	an	an	DET
ajaset-63	33	6	unsupervised	unsupervised	ADJ
ajaset-63	33	7	cnn	cnn	NOUN
ajaset-63	33	8	architecture	architecture	NOUN
ajaset-63	33	9	for	for	ADP
ajaset-63	33	10	face	face	NOUN
ajaset-63	33	11	image	image	NOUN
ajaset-63	33	12	classification	classification	NOUN
ajaset-63	33	13	.	.	PUNCT
ajaset-63	34	1	by	by	ADP
ajaset-63	34	2	combining	combine	VERB
ajaset-63	34	3	cnn	cnn	PROPN
ajaset-63	34	4	with	with	ADP
ajaset-63	34	5	other	other	ADJ
ajaset-63	34	6	modules	module	NOUN
ajaset-63	34	7	and	and	CCONJ
ajaset-63	34	8	algorithms	algorithm	NOUN
ajaset-63	34	9	,	,	PUNCT
ajaset-63	34	10	a	a	DET
ajaset-63	34	11	cnn	cnn	NOUN
ajaset-63	34	12	capable	capable	ADJ
ajaset-63	34	13	of	of	ADP
ajaset-63	34	14	multitasking	multitaske	VERB
ajaset-63	34	15	(	(	PUNCT
ajaset-63	34	16	e.g.	e.g.	ADV
ajaset-63	34	17	,	,	PUNCT
ajaset-63	34	18	facial	facial	ADJ
ajaset-63	34	19	detection	detection	NOUN
ajaset-63	34	20	and	and	CCONJ
ajaset-63	34	21	emotional	emotional	ADJ
ajaset-63	34	22	classification	classification	NOUN
ajaset-63	34	23	)	)	PUNCT
ajaset-63	34	24	is	be	AUX
ajaset-63	34	25	developed	develop	VERB
ajaset-63	34	26	.	.	PUNCT
ajaset-63	35	1	n.	n.	PROPN
ajaset-63	35	2	jain	jain	PROPN
ajaset-63	35	3	et	et	PROPN
ajaset-63	35	4	al	al	PROPN
ajaset-63	35	5	.	.	PROPN
ajaset-63	35	6	proposed	propose	VERB
ajaset-63	35	7	a	a	DET
ajaset-63	35	8	hybrid	hybrid	ADJ
ajaset-63	35	9	deep	deep	ADJ
ajaset-63	35	10	cnn	cnn	PROPN
ajaset-63	35	11	and	and	CCONJ
ajaset-63	35	12	rnn	rnn	PROPN
ajaset-63	35	13	(	(	PUNCT
ajaset-63	35	14	recurrent	recurrent	ADJ
ajaset-63	35	15	neural	neural	ADJ
ajaset-63	35	16	network	network	NOUN
ajaset-63	35	17	)	)	PUNCT
ajaset-63	35	18	model	model	NOUN
ajaset-63	35	19	.	.	PUNCT
ajaset-63	36	1	the	the	DET
ajaset-63	36	2	aim	aim	NOUN
ajaset-63	36	3	of	of	ADP
ajaset-63	36	4	this	this	DET
ajaset-63	36	5	model	model	NOUN
ajaset-63	36	6	is	be	AUX
ajaset-63	36	7	to	to	PART
ajaset-63	36	8	improve	improve	VERB
ajaset-63	36	9	the	the	DET
ajaset-63	36	10	overall	overall	ADJ
ajaset-63	36	11	performance	performance	NOUN
ajaset-63	36	12	of	of	ADP
ajaset-63	36	13	image	image	NOUN
ajaset-63	36	14	category	category	NOUN
ajaset-63	36	15	detection	detection	NOUN
ajaset-63	36	16	.	.	PUNCT
ajaset-63	37	1	convnets	convnet	NOUN
ajaset-63	37	2	can	can	AUX
ajaset-63	37	3	learn	learn	VERB
ajaset-63	37	4	these	these	DET
ajaset-63	37	5	channels	channel	NOUN
ajaset-63	37	6	/	/	SYM
ajaset-63	37	7	highlights	highlight	NOUN
ajaset-63	37	8	with	with	ADP
ajaset-63	37	9	satisfactory	satisfactory	ADJ
ajaset-63	37	10	preparation	preparation	NOUN
ajaset-63	37	11	.	.	PUNCT
ajaset-63	38	1	although	although	SCONJ
ajaset-63	38	2	some	some	DET
ajaset-63	38	3	papers	paper	NOUN
ajaset-63	38	4	advocate	advocate	VERB
ajaset-63	38	5	for	for	ADP
ajaset-63	38	6	the	the	DET
ajaset-63	38	7	use	use	NOUN
ajaset-63	38	8	of	of	ADP
ajaset-63	38	9	unsupervised	unsupervised	ADJ
ajaset-63	38	10	cnn	cnn	PROPN
ajaset-63	38	11	,	,	PUNCT
ajaset-63	38	12	supervised	supervise	VERB
ajaset-63	38	13	learning	learning	NOUN
ajaset-63	38	14	is	be	AUX
ajaset-63	38	15	more	more	ADV
ajaset-63	38	16	suitable	suitable	ADJ
ajaset-63	38	17	for	for	ADP
ajaset-63	38	18	this	this	DET
ajaset-63	38	19	initiative	initiative	NOUN
ajaset-63	38	20	.	.	PUNCT
ajaset-63	39	1	2	2	X
ajaset-63	39	2	.	.	X
ajaset-63	39	3	methodology	methodology	NOUN
ajaset-63	39	4	firstly	firstly	ADV
ajaset-63	39	5	,	,	PUNCT
ajaset-63	39	6	a	a	DET
ajaset-63	39	7	dataset	dataset	NOUN
ajaset-63	39	8	is	be	AUX
ajaset-63	39	9	created	create	VERB
ajaset-63	39	10	by	by	ADP
ajaset-63	39	11	web	web	NOUN
ajaset-63	39	12	scraping	scraping	NOUN
ajaset-63	39	13	,	,	PUNCT
ajaset-63	39	14	then	then	ADV
ajaset-63	39	15	we	we	PRON
ajaset-63	39	16	preprocessed	preprocesse	VERB
ajaset-63	39	17	the	the	DET
ajaset-63	39	18	dataset	dataset	NOUN
ajaset-63	39	19	for	for	ADP
ajaset-63	39	20	implementing	implement	VERB
ajaset-63	39	21	the	the	DET
ajaset-63	39	22	algorithms	algorithm	NOUN
ajaset-63	39	23	.	.	PUNCT
ajaset-63	40	1	then	then	ADV
ajaset-63	40	2	used	use	VERB
ajaset-63	40	3	cnn	cnn	PROPN
ajaset-63	40	4	and	and	CCONJ
ajaset-63	40	5	linear	linear	PROPN
ajaset-63	40	6	regression	regression	NOUN
ajaset-63	40	7	to	to	PART
ajaset-63	40	8	predict	predict	VERB
ajaset-63	40	9	the	the	DET
ajaset-63	40	10	price	price	NOUN
ajaset-63	40	11	.	.	PUNCT
ajaset-63	41	1	the	the	DET
ajaset-63	41	2	detail	detail	NOUN
ajaset-63	41	3	is	be	AUX
ajaset-63	41	4	as	as	ADP
ajaset-63	41	5	follow	follow	VERB
ajaset-63	41	6	,	,	PUNCT
ajaset-63	41	7	2.1	2.1	NUM
ajaset-63	41	8	background	background	NOUN
ajaset-63	41	9	cnn	cnn	PROPN
ajaset-63	41	10	a	a	DET
ajaset-63	41	11	convolutionary	convolutionary	ADJ
ajaset-63	41	12	neural	neural	ADJ
ajaset-63	41	13	arrange	arrange	NOUN
ajaset-63	41	14	(	(	PUNCT
ajaset-63	41	15	convnet	convnet	PROPN
ajaset-63	41	16	/	/	SYM
ajaset-63	41	17	cnn	cnn	PROPN
ajaset-63	41	18	)	)	PUNCT
ajaset-63	41	19	may	may	AUX
ajaset-63	41	20	be	be	AUX
ajaset-63	41	21	a	a	DET
ajaset-63	41	22	profound	profound	ADJ
ajaset-63	41	23	learning	learning	NOUN
ajaset-63	41	24	algorithm	algorithm	NOUN
ajaset-63	41	25	,	,	PUNCT
ajaset-63	41	26	which	which	PRON
ajaset-63	41	27	permits	permit	VERB
ajaset-63	41	28	an	an	DET
ajaset-63	41	29	input	input	NOUN
ajaset-63	41	30	picture	picture	NOUN
ajaset-63	41	31	to	to	PART
ajaset-63	41	32	require	require	VERB
ajaset-63	41	33	on	on	ADP
ajaset-63	41	34	diverse	diverse	ADJ
ajaset-63	41	35	viewpoints	viewpoint	NOUN
ajaset-63	41	36	/	/	SYM
ajaset-63	41	37	objects	object	NOUN
ajaset-63	41	38	and	and	CCONJ
ajaset-63	41	39	can	can	AUX
ajaset-63	41	40	be	be	AUX
ajaset-63	41	41	recognized	recognize	VERB
ajaset-63	41	42	from	from	ADP
ajaset-63	41	43	one	one	NUM
ajaset-63	41	44	picture	picture	NOUN
ajaset-63	41	45	(	(	PUNCT
ajaset-63	41	46	learnable	learnable	ADJ
ajaset-63	41	47	weights	weight	NOUN
ajaset-63	41	48	and	and	CCONJ
ajaset-63	41	49	inclinations	inclination	NOUN
ajaset-63	41	50	)	)	PUNCT
ajaset-63	41	51	.	.	PUNCT
ajaset-63	42	1	convnet	convnet	PROPN
ajaset-63	42	2	requires	require	VERB
ajaset-63	42	3	much	much	ADV
ajaset-63	42	4	less	less	ADJ
ajaset-63	42	5	preprocessing	preprocessing	NOUN
ajaset-63	42	6	than	than	ADP
ajaset-63	42	7	other	other	ADJ
ajaset-63	42	8	classification	classification	NOUN
ajaset-63	42	9	calculations	calculation	NOUN
ajaset-63	42	10	.	.	PUNCT
ajaset-63	43	1	whereas	whereas	SCONJ
ajaset-63	43	2	the	the	DET
ajaset-63	43	3	channels	channel	NOUN
ajaset-63	43	4	are	be	AUX
ajaset-63	43	5	hand	hand	NOUN
ajaset-63	43	6	-	-	PUNCT
ajaset-63	43	7	made	make	VERB
ajaset-63	43	8	in	in	ADP
ajaset-63	43	9	primitive	primitive	ADJ
ajaset-63	43	10	strategies	strategy	NOUN
ajaset-63	43	11	,	,	PUNCT
ajaset-63	43	12	convnets	convnet	NOUN
ajaset-63	43	13	can	can	AUX
ajaset-63	43	14	learn	learn	VERB
ajaset-63	43	15	these	these	DET
ajaset-63	43	16	channels	channel	NOUN
ajaset-63	43	17	/	/	SYM
ajaset-63	43	18	highlights	highlight	NOUN
ajaset-63	43	19	with	with	ADP
ajaset-63	43	20	adequate	adequate	ADJ
ajaset-63	43	21	training	training	NOUN
ajaset-63	43	22	.	.	PUNCT
ajaset-63	44	1	the	the	DET
ajaset-63	44	2	convnet	convnet	NOUN
ajaset-63	44	3	design	design	NOUN
ajaset-63	44	4	is	be	AUX
ajaset-63	44	5	comparable	comparable	ADJ
ajaset-63	44	6	to	to	ADP
ajaset-63	44	7	that	that	PRON
ajaset-63	44	8	of	of	ADP
ajaset-63	44	9	neurons	neuron	NOUN
ajaset-63	44	10	within	within	ADP
ajaset-63	44	11	the	the	DET
ajaset-63	44	12	human	human	ADJ
ajaset-63	44	13	brain	brain	NOUN
ajaset-63	44	14	and	and	CCONJ
ajaset-63	44	15	was	be	AUX
ajaset-63	44	16	impacted	impact	VERB
ajaset-63	44	17	by	by	ADP
ajaset-63	44	18	the	the	DET
ajaset-63	44	19	visual	visual	ADJ
ajaset-63	44	20	cortex	cortex	PROPN
ajaset-63	44	21	association	association	PROPN
ajaset-63	44	22	.	.	PUNCT
ajaset-63	45	1	inside	inside	ADP
ajaset-63	45	2	a	a	DET
ajaset-63	45	3	restricted	restricted	ADJ
ajaset-63	45	4	region	region	NOUN
ajaset-63	45	5	of	of	ADP
ajaset-63	45	6	the	the	DET
ajaset-63	45	7	visual	visual	ADJ
ajaset-63	45	8	eld	eld	NOUN
ajaset-63	45	9	known	know	VERB
ajaset-63	45	10	as	as	ADP
ajaset-63	45	11	the	the	DET
ajaset-63	45	12	open	open	ADJ
ajaset-63	45	13	field	field	NOUN
ajaset-63	45	14	,	,	PUNCT
ajaset-63	45	15	as	as	ADP
ajaset-63	45	16	it	it	PRON
ajaset-63	45	17	where	where	SCONJ
ajaset-63	45	18	person	person	NOUN
ajaset-63	45	19	neurons	neuron	NOUN
ajaset-63	45	20	react	react	VERB
ajaset-63	45	21	to	to	ADP
ajaset-63	45	22	jolts	jolt	NOUN
ajaset-63	45	23	.	.	PUNCT
ajaset-63	46	1	the	the	DET
ajaset-63	46	2	whole	whole	ADJ
ajaset-63	46	3	visual	visual	ADJ
ajaset-63	46	4	zone	zone	NOUN
ajaset-63	46	5	is	be	AUX
ajaset-63	46	6	secured	secure	VERB
ajaset-63	46	7	by	by	ADP
ajaset-63	46	8	a	a	DET
ajaset-63	46	9	choice	choice	NOUN
ajaset-63	46	10	of	of	ADP
ajaset-63	46	11	these	these	DET
ajaset-63	46	12	areas	area	NOUN
ajaset-63	46	13	.	.	PUNCT
ajaset-63	47	1	american	american	ADJ
ajaset-63	47	2	journal	journal	PROPN
ajaset-63	47	3	of	of	ADP
ajaset-63	47	4	agricultural	agricultural	ADJ
ajaset-63	47	5	science	science	NOUN
ajaset-63	47	6	,	,	PUNCT
ajaset-63	47	7	engineering	engineering	NOUN
ajaset-63	47	8	and	and	CCONJ
ajaset-63	47	9	technology	technology	NOUN
ajaset-63	47	10	65	65	NUM
ajaset-63	47	11	issn	issn	NOUN
ajaset-63	47	12	:	:	PUNCT
ajaset-63	47	13	2158	2158	NUM
ajaset-63	47	14	-	-	SYM
ajaset-63	47	15	8104	8104	NUM
ajaset-63	47	16	(	(	PUNCT
ajaset-63	47	17	online	online	ADJ
ajaset-63	47	18	)	)	PUNCT
ajaset-63	47	19	,	,	PUNCT
ajaset-63	47	20	2164	2164	NUM
ajaset-63	47	21	-	-	SYM
ajaset-63	47	22	0920	0920	NUM
ajaset-63	47	23	(	(	PUNCT
ajaset-63	47	24	print	print	NOUN
ajaset-63	47	25	)	)	PUNCT
ajaset-63	47	26	,	,	PUNCT
ajaset-63	47	27	2021	2021	NUM
ajaset-63	47	28	,	,	PUNCT
ajaset-63	47	29	vol	vol	NOUN
ajaset-63	47	30	.	.	PROPN
ajaset-63	47	31	5	5	NUM
ajaset-63	47	32	,	,	PUNCT
ajaset-63	47	33	issue.1	issue.1	PROPN
ajaset-63	47	34	http://journals.e-palli.org	http://journals.e-palli.org	PUNCT
ajaset-63	47	35	modules	module	NOUN
ajaset-63	47	36	numpy	numpy	NOUN
ajaset-63	47	37	,	,	PUNCT
ajaset-63	47	38	pandas	panda	NOUN
ajaset-63	47	39	,	,	PUNCT
ajaset-63	47	40	matplotlib	matplotlib	PROPN
ajaset-63	47	41	,	,	PUNCT
ajaset-63	47	42	os	os	PROPN
ajaset-63	47	43	,	,	PUNCT
ajaset-63	47	44	pil	pil	PROPN
ajaset-63	47	45	,	,	PUNCT
ajaset-63	47	46	tensorflow	tensorflow	NOUN
ajaset-63	47	47	,	,	PUNCT
ajaset-63	47	48	ktrain	ktrain	NOUN
ajaset-63	47	49	modules	module	NOUN
ajaset-63	47	50	are	be	AUX
ajaset-63	47	51	used	use	VERB
ajaset-63	47	52	in	in	ADP
ajaset-63	47	53	this	this	DET
ajaset-63	47	54	work	work	NOUN
ajaset-63	47	55	.	.	PUNCT
ajaset-63	48	1	data	datum	NOUN
ajaset-63	48	2	collection	collection	NOUN
ajaset-63	48	3	&	&	CCONJ
ajaset-63	48	4	processing	processing	NOUN
ajaset-63	48	5	price	price	NOUN
ajaset-63	48	6	range	range	NOUN
ajaset-63	48	7	detection	detection	NOUN
ajaset-63	48	8	is	be	AUX
ajaset-63	48	9	the	the	DET
ajaset-63	48	10	process	process	NOUN
ajaset-63	48	11	of	of	ADP
ajaset-63	48	12	automatically	automatically	ADV
ajaset-63	48	13	discerning	discern	VERB
ajaset-63	48	14	the	the	DET
ajaset-63	48	15	price	price	NOUN
ajaset-63	48	16	of	of	ADP
ajaset-63	48	17	a	a	DET
ajaset-63	48	18	cow	cow	NOUN
ajaset-63	48	19	solely	solely	ADV
ajaset-63	48	20	from	from	ADP
ajaset-63	48	21	a	a	DET
ajaset-63	48	22	photo	photo	NOUN
ajaset-63	48	23	of	of	ADP
ajaset-63	48	24	its	its	PRON
ajaset-63	48	25	full	full	ADJ
ajaset-63	48	26	body	body	NOUN
ajaset-63	48	27	.	.	PUNCT
ajaset-63	49	1	typically	typically	ADV
ajaset-63	49	2	,	,	PUNCT
ajaset-63	49	3	you	you	PRON
ajaset-63	49	4	’ll	’ll	AUX
ajaset-63	49	5	see	see	VERB
ajaset-63	49	6	price	price	NOUN
ajaset-63	49	7	detection	detection	NOUN
ajaset-63	49	8	implemented	implement	VERB
ajaset-63	49	9	as	as	ADP
ajaset-63	49	10	a	a	DET
ajaset-63	49	11	three	three	NUM
ajaset-63	49	12	-	-	PUNCT
ajaset-63	49	13	stage	stage	NOUN
ajaset-63	49	14	process	process	NOUN
ajaset-63	49	15	:	:	PUNCT
ajaset-63	49	16	stage	stage	NOUN
ajaset-63	49	17	1	1	NUM
ajaset-63	49	18	:	:	PUNCT
ajaset-63	49	19	data	data	NOUN
ajaset-63	49	20	collection	collection	NOUN
ajaset-63	49	21	via	via	ADP
ajaset-63	49	22	web	web	NOUN
ajaset-63	49	23	scraping	scraping	NOUN
ajaset-63	49	24	stage	stage	NOUN
ajaset-63	49	25	2	2	NUM
ajaset-63	49	26	:	:	PUNCT
ajaset-63	49	27	data	datum	NOUN
ajaset-63	49	28	processing	processing	NOUN
ajaset-63	49	29	adding	add	VERB
ajaset-63	49	30	cow	cow	NOUN
ajaset-63	49	31	price	price	NOUN
ajaset-63	49	32	added	add	VERB
ajaset-63	49	33	in	in	ADP
ajaset-63	49	34	cow	cow	NOUN
ajaset-63	49	35	image	image	NOUN
ajaset-63	49	36	path	path	NOUN
ajaset-63	49	37	converting	convert	VERB
ajaset-63	49	38	images	image	NOUN
ajaset-63	49	39	into	into	ADP
ajaset-63	49	40	256	256	NUM
ajaset-63	49	41	stage	stage	NOUN
ajaset-63	49	42	3	3	NUM
ajaset-63	49	43	:	:	PUNCT
ajaset-63	49	44	extract	extract	VERB
ajaset-63	49	45	the	the	DET
ajaset-63	49	46	price	price	NOUN
ajaset-63	49	47	region	region	NOUN
ajaset-63	49	48	of	of	ADP
ajaset-63	49	49	interest	interest	NOUN
ajaset-63	49	50	(	(	PUNCT
ajaset-63	49	51	roi	roi	NOUN
ajaset-63	49	52	)	)	PUNCT
ajaset-63	49	53	,	,	PUNCT
ajaset-63	49	54	and	and	CCONJ
ajaset-63	49	55	apply	apply	VERB
ajaset-63	49	56	the	the	DET
ajaset-63	49	57	price	price	NOUN
ajaset-63	49	58	predictor	predictor	NOUN
ajaset-63	49	59	algorithm	algorithm	NOUN
ajaset-63	49	60	to	to	PART
ajaset-63	49	61	predict	predict	VERB
ajaset-63	49	62	the	the	DET
ajaset-63	49	63	price	price	NOUN
ajaset-63	49	64	of	of	ADP
ajaset-63	49	65	the	the	DET
ajaset-63	49	66	cow	cow	NOUN
ajaset-63	49	67	.	.	PUNCT
ajaset-63	50	1	there	there	PRON
ajaset-63	50	2	are	be	VERB
ajaset-63	50	3	6	6	NUM
ajaset-63	50	4	features(image	features(image	NOUN
ajaset-63	50	5	,	,	PUNCT
ajaset-63	50	6	height	height	NOUN
ajaset-63	50	7	,	,	PUNCT
ajaset-63	50	8	age	age	NOUN
ajaset-63	50	9	,	,	PUNCT
ajaset-63	50	10	color	color	NOUN
ajaset-63	50	11	,	,	PUNCT
ajaset-63	50	12	class	class	NOUN
ajaset-63	50	13	)	)	PUNCT
ajaset-63	50	14	in	in	ADP
ajaset-63	50	15	the	the	DET
ajaset-63	50	16	database	database	NOUN
ajaset-63	50	17	and	and	CCONJ
ajaset-63	50	18	one	one	NUM
ajaset-63	50	19	dependent	dependent	ADJ
ajaset-63	50	20	variable(price	variable(price	NOUN
ajaset-63	50	21	)	)	PUNCT
ajaset-63	50	22	.	.	PUNCT
ajaset-63	51	1	first	first	ADJ
ajaset-63	51	2	cow	cow	NOUN
ajaset-63	51	3	price	price	NOUN
ajaset-63	51	4	is	be	AUX
ajaset-63	51	5	added	add	VERB
ajaset-63	51	6	in	in	ADP
ajaset-63	51	7	the	the	DET
ajaset-63	51	8	cow	cow	NOUN
ajaset-63	51	9	image	image	NOUN
ajaset-63	51	10	path	path	NOUN
ajaset-63	51	11	so	so	SCONJ
ajaset-63	51	12	that	that	SCONJ
ajaset-63	51	13	a	a	DET
ajaset-63	51	14	relationship	relationship	NOUN
ajaset-63	51	15	between	between	ADP
ajaset-63	51	16	cow	cow	NOUN
ajaset-63	51	17	price	price	NOUN
ajaset-63	51	18	and	and	CCONJ
ajaset-63	51	19	cow	cow	NOUN
ajaset-63	51	20	images	image	NOUN
ajaset-63	51	21	can	can	AUX
ajaset-63	51	22	be	be	AUX
ajaset-63	51	23	built	build	VERB
ajaset-63	51	24	.	.	PUNCT
ajaset-63	52	1	finally	finally	ADV
ajaset-63	52	2	add	add	VERB
ajaset-63	52	3	four	four	NUM
ajaset-63	52	4	features(height	features(height	NOUN
ajaset-63	52	5	,	,	PUNCT
ajaset-63	52	6	age	age	NOUN
ajaset-63	52	7	,	,	PUNCT
ajaset-63	52	8	teeth	tooth	NOUN
ajaset-63	52	9	,	,	PUNCT
ajaset-63	52	10	and	and	CCONJ
ajaset-63	52	11	color	color	NOUN
ajaset-63	52	12	)	)	PUNCT
ajaset-63	52	13	inside	inside	ADP
ajaset-63	52	14	the	the	DET
ajaset-63	52	15	image	image	NOUN
ajaset-63	52	16	header	header	NOUN
ajaset-63	52	17	.	.	PUNCT
ajaset-63	53	1	divide	divide	VERB
ajaset-63	53	2	the	the	DET
ajaset-63	53	3	whole	whole	ADJ
ajaset-63	53	4	database	database	NOUN
ajaset-63	53	5	into	into	ADP
ajaset-63	53	6	the	the	DET
ajaset-63	53	7	train	train	NOUN
ajaset-63	53	8	(	(	PUNCT
ajaset-63	53	9	80	80	NUM
ajaset-63	53	10	%	%	NOUN
ajaset-63	53	11	)	)	PUNCT
ajaset-63	53	12	and	and	CCONJ
ajaset-63	53	13	test	test	NOUN
ajaset-63	53	14	(	(	PUNCT
ajaset-63	53	15	20	20	NUM
ajaset-63	53	16	%	%	NOUN
ajaset-63	53	17	)	)	PUNCT
ajaset-63	53	18	datasets	dataset	NOUN
ajaset-63	53	19	.	.	PUNCT
ajaset-63	54	1	then	then	ADV
ajaset-63	54	2	pass	pass	VERB
ajaset-63	54	3	images	image	NOUN
ajaset-63	54	4	in	in	ADP
ajaset-63	54	5	cnn	cnn	PROPN
ajaset-63	54	6	.	.	PUNCT
ajaset-63	55	1	color	color	NOUN
ajaset-63	55	2	is	be	AUX
ajaset-63	55	3	an	an	DET
ajaset-63	55	4	example	example	NOUN
ajaset-63	55	5	of	of	ADP
ajaset-63	55	6	a	a	DET
ajaset-63	55	7	categorical	categorical	ADJ
ajaset-63	55	8	attribute	attribute	NOUN
ajaset-63	55	9	.	.	PUNCT
ajaset-63	56	1	as	as	ADP
ajaset-63	56	2	a	a	DET
ajaset-63	56	3	result	result	NOUN
ajaset-63	56	4	,	,	PUNCT
ajaset-63	56	5	color	color	NOUN
ajaset-63	56	6	was	be	AUX
ajaset-63	56	7	used	use	VERB
ajaset-63	56	8	after	after	ADP
ajaset-63	56	9	encoding	encode	VERB
ajaset-63	56	10	.	.	PUNCT
ajaset-63	57	1	here	here	ADV
ajaset-63	57	2	,	,	PUNCT
ajaset-63	57	3	mainly	mainly	ADV
ajaset-63	57	4	tried	try	VERB
ajaset-63	57	5	to	to	PART
ajaset-63	57	6	predict	predict	VERB
ajaset-63	57	7	the	the	DET
ajaset-63	57	8	price	price	NOUN
ajaset-63	57	9	range	range	NOUN
ajaset-63	57	10	of	of	ADP
ajaset-63	57	11	cows	cow	NOUN
ajaset-63	57	12	according	accord	VERB
ajaset-63	57	13	to	to	ADP
ajaset-63	57	14	the	the	DET
ajaset-63	57	15	images	image	NOUN
ajaset-63	57	16	of	of	ADP
ajaset-63	57	17	the	the	DET
ajaset-63	57	18	cows	cow	NOUN
ajaset-63	57	19	.	.	PUNCT
ajaset-63	58	1	four	four	NUM
ajaset-63	58	2	classes	class	NOUN
ajaset-63	58	3	are	be	AUX
ajaset-63	58	4	defined	define	VERB
ajaset-63	58	5	based	base	VERB
ajaset-63	58	6	on	on	ADP
ajaset-63	58	7	their	their	PRON
ajaset-63	58	8	price	price	NOUN
ajaset-63	58	9	range	range	NOUN
ajaset-63	58	10	.	.	PUNCT
ajaset-63	59	1	low	low	ADJ
ajaset-63	59	2	(	(	PUNCT
ajaset-63	59	3	price	price	NOUN
ajaset-63	59	4	<	<	X
ajaset-63	59	5	75000	75000	NUM
ajaset-63	59	6	taka	taka	NOUN
ajaset-63	59	7	)	)	PUNCT
ajaset-63	59	8	,	,	PUNCT
ajaset-63	59	9	medium(75000	medium(75000	PROPN
ajaset-63	59	10	<	<	X
ajaset-63	59	11	price≤150000	price≤150000	NUM
ajaset-63	59	12	)	)	PUNCT
ajaset-63	59	13	,	,	PUNCT
ajaset-63	59	14	high(150000	high(150000	SYM
ajaset-63	59	15	<	<	X
ajaset-63	59	16	price≤250000	price≤250000	NUM
ajaset-63	59	17	)	)	PUNCT
ajaset-63	59	18	and	and	CCONJ
ajaset-63	59	19	very	very	ADV
ajaset-63	59	20	high	high	ADJ
ajaset-63	59	21	(	(	PUNCT
ajaset-63	59	22	price>250000	price>250000	PROPN
ajaset-63	59	23	)	)	PUNCT
ajaset-63	59	24	class	class	NOUN
ajaset-63	59	25	.	.	PUNCT
ajaset-63	60	1	image	image	NOUN
ajaset-63	60	2	processing	processing	NOUN
ajaset-63	60	3	image	image	NOUN
ajaset-63	60	4	processing	processing	NOUN
ajaset-63	60	5	is	be	AUX
ajaset-63	60	6	a	a	DET
ajaset-63	60	7	technique	technique	NOUN
ajaset-63	60	8	of	of	ADP
ajaset-63	60	9	performing	perform	VERB
ajaset-63	60	10	operations	operation	NOUN
ajaset-63	60	11	on	on	ADP
ajaset-63	60	12	an	an	DET
ajaset-63	60	13	image	image	NOUN
ajaset-63	60	14	in	in	ADP
ajaset-63	60	15	order	order	NOUN
ajaset-63	60	16	to	to	PART
ajaset-63	60	17	improve	improve	VERB
ajaset-63	60	18	it	it	PRON
ajaset-63	60	19	or	or	CCONJ
ajaset-63	60	20	obtain	obtain	VERB
ajaset-63	60	21	valuable	valuable	ADJ
ajaset-63	60	22	information	information	NOUN
ajaset-63	60	23	from	from	ADP
ajaset-63	60	24	it	it	PRON
ajaset-63	60	25	.	.	PUNCT
ajaset-63	61	1	this	this	PRON
ajaset-63	61	2	is	be	AUX
ajaset-63	61	3	a	a	DET
ajaset-63	61	4	method	method	NOUN
ajaset-63	61	5	of	of	ADP
ajaset-63	61	6	signal	signal	NOUN
ajaset-63	61	7	processing	processing	NOUN
ajaset-63	61	8	in	in	ADP
ajaset-63	61	9	which	which	PRON
ajaset-63	61	10	taking	take	VERB
ajaset-63	61	11	an	an	DET
ajaset-63	61	12	image	image	NOUN
ajaset-63	61	13	as	as	ADP
ajaset-63	61	14	input	input	NOUN
ajaset-63	61	15	,	,	PUNCT
ajaset-63	61	16	and	and	CCONJ
ajaset-63	61	17	giving	give	VERB
ajaset-63	61	18	outputs	output	NOUN
ajaset-63	61	19	as	as	ADP
ajaset-63	61	20	an	an	DET
ajaset-63	61	21	image	image	NOUN
ajaset-63	61	22	or	or	CCONJ
ajaset-63	61	23	some	some	DET
ajaset-63	61	24	features	feature	NOUN
ajaset-63	61	25	.	.	PUNCT
ajaset-63	62	1	reading	read	VERB
ajaset-63	62	2	image	image	NOUN
ajaset-63	62	3	from	from	ADP
ajaset-63	62	4	dataframe	dataframe	PROPN
ajaset-63	62	5	,	,	PUNCT
ajaset-63	62	6	keeping	keep	VERB
ajaset-63	62	7	inside	inside	ADP
ajaset-63	62	8	3d	3d	PROPN
ajaset-63	62	9	array	array	NOUN
ajaset-63	62	10	(	(	PUNCT
ajaset-63	62	11	256,256,3	256,256,3	NOUN
ajaset-63	62	12	)	)	PUNCT
ajaset-63	62	13	and	and	CCONJ
ajaset-63	62	14	scale	scale	NOUN
ajaset-63	62	15	image	image	NOUN
ajaset-63	62	16	pixel	pixel	NOUN
ajaset-63	62	17	value	value	NOUN
ajaset-63	62	18	into	into	ADP
ajaset-63	62	19	0	0	NUM
ajaset-63	62	20	to	to	ADP
ajaset-63	62	21	1	1	NUM
ajaset-63	62	22	.	.	PUNCT
ajaset-63	63	1	then	then	ADV
ajaset-63	63	2	all	all	DET
ajaset-63	63	3	images	image	NOUN
ajaset-63	63	4	divide	divide	VERB
ajaset-63	63	5	into	into	ADP
ajaset-63	63	6	three	three	NUM
ajaset-63	63	7	sets	set	NOUN
ajaset-63	63	8	train	train	NOUN
ajaset-63	63	9	images	image	NOUN
ajaset-63	63	10	,	,	PUNCT
ajaset-63	63	11	test	test	NOUN
ajaset-63	63	12	images	image	NOUN
ajaset-63	63	13	,	,	PUNCT
ajaset-63	63	14	validation	validation	NOUN
ajaset-63	63	15	images	image	NOUN
ajaset-63	63	16	.	.	PUNCT
ajaset-63	64	1	price	price	NOUN
ajaset-63	64	2	prediction	prediction	NOUN
ajaset-63	64	3	with	with	ADP
ajaset-63	64	4	cnn	cnn	PROPN
ajaset-63	64	5	cnn	cnn	PROPN
ajaset-63	64	6	algorithm	algorithm	PROPN
ajaset-63	64	7	is	be	AUX
ajaset-63	64	8	used	use	VERB
ajaset-63	64	9	for	for	ADP
ajaset-63	64	10	price	price	NOUN
ajaset-63	64	11	range	range	NOUN
ajaset-63	64	12	prediction	prediction	NOUN
ajaset-63	64	13	.	.	PUNCT
ajaset-63	65	1	some	some	DET
ajaset-63	65	2	interdependent	interdependent	ADJ
ajaset-63	65	3	procedures	procedure	NOUN
ajaset-63	65	4	are	be	AUX
ajaset-63	65	5	followed	follow	VERB
ajaset-63	65	6	step	step	NOUN
ajaset-63	65	7	by	by	ADP
ajaset-63	65	8	step	step	NOUN
ajaset-63	65	9	.	.	PUNCT
ajaset-63	66	1	it	it	PRON
ajaset-63	66	2	is	be	AUX
ajaset-63	66	3	discussed	discuss	VERB
ajaset-63	66	4	in	in	ADP
ajaset-63	66	5	the	the	DET
ajaset-63	66	6	below	below	NOUN
ajaset-63	66	7	points.first	points.first	NUM
ajaset-63	66	8	,	,	PUNCT
ajaset-63	66	9	changing	change	VERB
ajaset-63	66	10	the	the	DET
ajaset-63	66	11	current	current	ADJ
ajaset-63	66	12	directory	directory	NOUN
ajaset-63	66	13	to	to	ADP
ajaset-63	66	14	the	the	DET
ajaset-63	66	15	path	path	NOUN
ajaset-63	66	16	where	where	SCONJ
ajaset-63	66	17	image	image	NOUN
ajaset-63	66	18	dataset	dataset	NOUN
ajaset-63	66	19	is	be	AUX
ajaset-63	66	20	been	be	AUX
ajaset-63	66	21	stored	store	VERB
ajaset-63	66	22	and	and	CCONJ
ajaset-63	66	23	then	then	ADV
ajaset-63	66	24	listing	list	VERB
ajaset-63	66	25	the	the	DET
ajaset-63	66	26	files	file	NOUN
ajaset-63	66	27	and	and	CCONJ
ajaset-63	66	28	directories	directory	NOUN
ajaset-63	66	29	in	in	ADP
ajaset-63	66	30	the	the	DET
ajaset-63	66	31	specified	specified	ADJ
ajaset-63	66	32	path	path	NOUN
ajaset-63	66	33	and	and	CCONJ
ajaset-63	66	34	adding	add	VERB
ajaset-63	66	35	cow	cow	NOUN
ajaset-63	66	36	price	price	NOUN
ajaset-63	66	37	inside	inside	ADP
ajaset-63	66	38	cow	cow	NOUN
ajaset-63	66	39	image	image	NOUN
ajaset-63	66	40	path.reading	path.reade	VERB
ajaset-63	66	41	database	database	NOUN
ajaset-63	66	42	from	from	ADP
ajaset-63	66	43	csv	csv	NOUN
ajaset-63	66	44	.	.	PUNCT
ajaset-63	67	1	split	split	ADJ
ajaset-63	67	2	database	database	NOUN
ajaset-63	67	3	into	into	ADP
ajaset-63	67	4	train	train	NOUN
ajaset-63	67	5	and	and	CCONJ
ajaset-63	67	6	test	test	NOUN
ajaset-63	67	7	datasets	dataset	NOUN
ajaset-63	67	8	.	.	PUNCT
ajaset-63	68	1	processing	processing	NOUN
ajaset-63	68	2	images	image	NOUN
ajaset-63	68	3	from	from	ADP
ajaset-63	68	4	path	path	NOUN
ajaset-63	68	5	and	and	CCONJ
ajaset-63	68	6	convert	convert	VERB
ajaset-63	68	7	them	they	PRON
ajaset-63	68	8	into	into	ADP
ajaset-63	68	9	252x252x3	252x252x3	NUM
ajaset-63	68	10	arrays	array	VERB
ajaset-63	68	11	and	and	CCONJ
ajaset-63	68	12	scaling	scale	VERB
ajaset-63	68	13	pixel	pixel	ADJ
ajaset-63	68	14	values	value	NOUN
ajaset-63	68	15	into	into	ADP
ajaset-63	68	16	0	0	NUM
ajaset-63	68	17	to	to	PART
ajaset-63	68	18	1	1	NUM
ajaset-63	68	19	.	.	PUNCT
ajaset-63	68	20	adding	add	VERB
ajaset-63	68	21	others	other	NOUN
ajaset-63	68	22	features	feature	VERB
ajaset-63	68	23	height	height	NOUN
ajaset-63	68	24	;	;	PUNCT
ajaset-63	68	25	age	age	NOUN
ajaset-63	68	26	;	;	PUNCT
ajaset-63	68	27	teeth	tooth	NOUN
ajaset-63	68	28	;	;	PUNCT
ajaset-63	68	29	color	color	NOUN
ajaset-63	68	30	,	,	PUNCT
ajaset-63	68	31	with	with	ADP
ajaset-63	68	32	image	image	NOUN
ajaset-63	68	33	array	array	NOUN
ajaset-63	68	34	.	.	PUNCT
ajaset-63	69	1	finally	finally	ADV
ajaset-63	69	2	,	,	PUNCT
ajaset-63	69	3	256	256	NUM
ajaset-63	69	4	*	*	SYM
ajaset-63	69	5	256	256	NUM
ajaset-63	69	6	*	*	SYM
ajaset-63	69	7	3	3	NUM
ajaset-63	69	8	array	array	NOUN
ajaset-63	69	9	is	be	AUX
ajaset-63	69	10	formed	form	VERB
ajaset-63	69	11	.	.	PUNCT
ajaset-63	70	1	building	build	VERB
ajaset-63	70	2	cnn	cnn	PROPN
ajaset-63	70	3	model	model	NOUN
ajaset-63	70	4	.	.	PUNCT
ajaset-63	71	1	adding	add	VERB
ajaset-63	71	2	conv2d	conv2d	ADJ
ajaset-63	71	3	layer	layer	NOUN
ajaset-63	71	4	with	with	ADP
ajaset-63	71	5	16	16	NUM
ajaset-63	71	6	size	size	NOUN
ajaset-63	71	7	and	and	CCONJ
ajaset-63	71	8	3	3	NUM
ajaset-63	71	9	*	*	SYM
ajaset-63	71	10	3	3	NUM
ajaset-63	71	11	kernel	kernel	NOUN
ajaset-63	71	12	size	size	NOUN
ajaset-63	71	13	,	,	PUNCT
ajaset-63	71	14	relu	relu	NOUN
ajaset-63	71	15	activation	activation	NOUN
ajaset-63	71	16	layer	layer	NOUN
ajaset-63	71	17	and	and	CCONJ
ajaset-63	71	18	maxpool2d	maxpool2d	NOUN
ajaset-63	71	19	.	.	PUNCT
ajaset-63	72	1	adding	add	VERB
ajaset-63	72	2	second	second	ADJ
ajaset-63	72	3	conv2d	conv2d	NOUN
ajaset-63	72	4	layer	layer	NOUN
ajaset-63	72	5	with	with	ADP
ajaset-63	72	6	32	32	NUM
ajaset-63	72	7	size	size	NOUN
ajaset-63	72	8	and	and	CCONJ
ajaset-63	72	9	3	3	NUM
ajaset-63	72	10	*	*	SYM
ajaset-63	72	11	3	3	NUM
ajaset-63	72	12	kernel	kernel	NOUN
ajaset-63	72	13	size	size	NOUN
ajaset-63	72	14	,	,	PUNCT
ajaset-63	72	15	relu	relu	NOUN
ajaset-63	72	16	activation	activation	NOUN
ajaset-63	72	17	layer	layer	NOUN
ajaset-63	72	18	and	and	CCONJ
ajaset-63	72	19	maxpool2d.adding	maxpool2d.adde	VERB
ajaset-63	72	20	2	2	NUM
ajaset-63	72	21	dense	dense	ADJ
ajaset-63	72	22	layer	layer	NOUN
ajaset-63	72	23	with	with	ADP
ajaset-63	72	24	size	size	NOUN
ajaset-63	72	25	64.finally	64.finally	ADP
ajaset-63	72	26	adding	add	VERB
ajaset-63	72	27	output	output	NOUN
ajaset-63	72	28	layer	layer	NOUN
ajaset-63	72	29	with	with	ADP
ajaset-63	72	30	input	input	NOUN
ajaset-63	72	31	size	size	NOUN
ajaset-63	72	32	1.in	1.in	NUM
ajaset-63	72	33	this	this	DET
ajaset-63	72	34	work	work	NOUN
ajaset-63	72	35	,	,	PUNCT
ajaset-63	72	36	keras	keras	PROPN
ajaset-63	72	37	is	be	AUX
ajaset-63	72	38	used	use	VERB
ajaset-63	72	39	and	and	CCONJ
ajaset-63	72	40	it	it	PRON
ajaset-63	72	41	supports	support	VERB
ajaset-63	72	42	cnn	cnn	PROPN
ajaset-63	72	43	.	.	PUNCT
ajaset-63	73	1	fit	fit	ADJ
ajaset-63	73	2	model	model	NOUN
ajaset-63	73	3	with	with	ADP
ajaset-63	73	4	train	train	NOUN
ajaset-63	73	5	data	datum	NOUN
ajaset-63	73	6	and	and	CCONJ
ajaset-63	73	7	validation	validation	NOUN
ajaset-63	73	8	data	datum	NOUN
ajaset-63	73	9	.	.	PUNCT
ajaset-63	74	1	american	american	ADJ
ajaset-63	74	2	journal	journal	PROPN
ajaset-63	74	3	of	of	ADP
ajaset-63	74	4	agricultural	agricultural	ADJ
ajaset-63	74	5	science	science	NOUN
ajaset-63	74	6	,	,	PUNCT
ajaset-63	74	7	engineering	engineering	NOUN
ajaset-63	74	8	and	and	CCONJ
ajaset-63	74	9	technology	technology	NOUN
ajaset-63	74	10	66	66	NUM
ajaset-63	74	11	issn	issn	NOUN
ajaset-63	74	12	:	:	PUNCT
ajaset-63	74	13	2158	2158	NUM
ajaset-63	74	14	-	-	SYM
ajaset-63	74	15	8104	8104	NUM
ajaset-63	74	16	(	(	PUNCT
ajaset-63	74	17	online	online	ADJ
ajaset-63	74	18	)	)	PUNCT
ajaset-63	74	19	,	,	PUNCT
ajaset-63	74	20	2164	2164	NUM
ajaset-63	74	21	-	-	SYM
ajaset-63	74	22	0920	0920	NUM
ajaset-63	74	23	(	(	PUNCT
ajaset-63	74	24	print	print	NOUN
ajaset-63	74	25	)	)	PUNCT
ajaset-63	74	26	,	,	PUNCT
ajaset-63	74	27	2021	2021	NUM
ajaset-63	74	28	,	,	PUNCT
ajaset-63	74	29	vol	vol	NOUN
ajaset-63	74	30	.	.	PROPN
ajaset-63	74	31	5	5	NUM
ajaset-63	74	32	,	,	PUNCT
ajaset-63	74	33	issue.1	issue.1	PROPN
ajaset-63	74	34	http://journals.e-palli.org	http://journals.e-palli.org	NUM
ajaset-63	74	35	2.2	2.2	NUM
ajaset-63	74	36	dataset	dataset	VERB
ajaset-63	74	37	there	there	PRON
ajaset-63	74	38	is	be	VERB
ajaset-63	74	39	no	no	DET
ajaset-63	74	40	existing	exist	VERB
ajaset-63	74	41	dataset	dataset	NOUN
ajaset-63	74	42	.	.	PUNCT
ajaset-63	75	1	a	a	DET
ajaset-63	75	2	dataset	dataset	NOUN
ajaset-63	75	3	is	be	AUX
ajaset-63	75	4	created	create	VERB
ajaset-63	75	5	for	for	ADP
ajaset-63	75	6	this	this	DET
ajaset-63	75	7	work	work	NOUN
ajaset-63	75	8	.	.	PUNCT
ajaset-63	76	1	library	library	NOUN
ajaset-63	76	2	named	name	VERB
ajaset-63	76	3	beautiful	beautiful	ADJ
ajaset-63	76	4	soup	soup	NOUN
ajaset-63	76	5	is	be	AUX
ajaset-63	76	6	used	use	VERB
ajaset-63	76	7	for	for	ADP
ajaset-63	76	8	parsing	parse	VERB
ajaset-63	76	9	html	html	NOUN
ajaset-63	76	10	and	and	CCONJ
ajaset-63	76	11	xml	xml	VERB
ajaset-63	76	12	documents	document	NOUN
ajaset-63	76	13	including	include	VERB
ajaset-63	76	14	markups	markup	NOUN
ajaset-63	76	15	,	,	PUNCT
ajaset-63	76	16	non	non	ADJ
ajaset-63	76	17	-	-	ADJ
ajaset-63	76	18	closed	closed	ADJ
ajaset-63	76	19	tags	tag	NOUN
ajaset-63	76	20	.	.	PUNCT
ajaset-63	77	1	it	it	PRON
ajaset-63	77	2	builds	build	VERB
ajaset-63	77	3	a	a	DET
ajaset-63	77	4	parse	parse	NOUN
ajaset-63	77	5	tree	tree	NOUN
ajaset-63	77	6	for	for	ADP
ajaset-63	77	7	parsed	parse	VERB
ajaset-63	77	8	pages	page	NOUN
ajaset-63	77	9	that	that	PRON
ajaset-63	77	10	are	be	AUX
ajaset-63	77	11	used	use	VERB
ajaset-63	77	12	for	for	ADP
ajaset-63	77	13	extracting	extract	VERB
ajaset-63	77	14	data	datum	NOUN
ajaset-63	77	15	from	from	ADP
ajaset-63	77	16	html	html	PROPN
ajaset-63	77	17	,	,	PUNCT
ajaset-63	77	18	which	which	PRON
ajaset-63	77	19	makes	make	VERB
ajaset-63	77	20	web	web	NOUN
ajaset-63	77	21	scraping	scraping	NOUN
ajaset-63	77	22	easier	easy	ADJ
ajaset-63	77	23	.	.	PUNCT
ajaset-63	78	1	data	datum	NOUN
ajaset-63	78	2	sourcing	source	VERB
ajaset-63	78	3	websites	website	NOUN
ajaset-63	78	4	are	be	AUX
ajaset-63	78	5	“	"	PUNCT
ajaset-63	78	6	amardeshshop.com	amardeshshop.com	X
ajaset-63	78	7	"	"	PUNCT
ajaset-63	78	8	and	and	CCONJ
ajaset-63	78	9	"	"	PUNCT
ajaset-63	78	10	goruchai.com	goruchai.com	X
ajaset-63	78	11	"	"	PUNCT
ajaset-63	78	12	which	which	PRON
ajaset-63	78	13	are	be	AUX
ajaset-63	78	14	e	e	NOUN
ajaset-63	78	15	-	-	NOUN
ajaset-63	78	16	commerce	commerce	NOUN
ajaset-63	78	17	websites	website	NOUN
ajaset-63	78	18	.	.	PUNCT
ajaset-63	79	1	then	then	ADV
ajaset-63	79	2	decipher	decipher	VERB
ajaset-63	79	3	the	the	DET
ajaset-63	79	4	information	information	NOUN
ajaset-63	79	5	in	in	ADP
ajaset-63	79	6	urls	url	NOUN
ajaset-63	79	7	.	.	PUNCT
ajaset-63	80	1	after	after	SCONJ
ajaset-63	80	2	that	that	DET
ajaset-63	80	3	links	link	NOUN
ajaset-63	80	4	are	be	AUX
ajaset-63	80	5	sorted	sort	VERB
ajaset-63	80	6	which	which	DET
ajaset-63	80	7	information	information	NOUN
ajaset-63	80	8	is	be	AUX
ajaset-63	80	9	used	use	VERB
ajaset-63	80	10	mainly	mainly	ADV
ajaset-63	80	11	needed	need	VERB
ajaset-63	80	12	.	.	PUNCT
ajaset-63	81	1	then	then	ADV
ajaset-63	81	2	parse	parse	VERB
ajaset-63	81	3	html	html	PROPN
ajaset-63	81	4	code	code	PROPN
ajaset-63	81	5	with	with	ADP
ajaset-63	81	6	beautiful	beautiful	ADJ
ajaset-63	81	7	soup	soup	NOUN
ajaset-63	81	8	.	.	PUNCT
ajaset-63	82	1	we	we	PRON
ajaset-63	82	2	make	make	VERB
ajaset-63	82	3	a	a	DET
ajaset-63	82	4	csv	csv	NOUN
ajaset-63	82	5	le	le	NOUN
ajaset-63	82	6	with	with	ADP
ajaset-63	82	7	six	six	NUM
ajaset-63	82	8	columns	column	NOUN
ajaset-63	82	9	.	.	PUNCT
ajaset-63	83	1	(	(	PUNCT
ajaset-63	83	2	cow	cow	NOUN
ajaset-63	83	3	id	id	NOUN
ajaset-63	83	4	,	,	PUNCT
ajaset-63	83	5	image	image	NOUN
ajaset-63	83	6	,	,	PUNCT
ajaset-63	83	7	height	height	NOUN
ajaset-63	83	8	,	,	PUNCT
ajaset-63	83	9	age	age	NOUN
ajaset-63	83	10	,	,	PUNCT
ajaset-63	83	11	teeth	tooth	NOUN
ajaset-63	83	12	,	,	PUNCT
ajaset-63	83	13	color	color	NOUN
ajaset-63	83	14	)	)	PUNCT
ajaset-63	83	15	.	.	PUNCT
ajaset-63	84	1	the	the	DET
ajaset-63	84	2	total	total	ADJ
ajaset-63	84	3	length	length	NOUN
ajaset-63	84	4	of	of	ADP
ajaset-63	84	5	a	a	DET
ajaset-63	84	6	dataset	dataset	NOUN
ajaset-63	84	7	is	be	AUX
ajaset-63	84	8	931	931	NUM
ajaset-63	84	9	,	,	PUNCT
ajaset-63	84	10	out	out	ADP
ajaset-63	84	11	of	of	ADP
ajaset-63	84	12	which	which	PRON
ajaset-63	84	13	596	596	NUM
ajaset-63	84	14	is	be	AUX
ajaset-63	84	15	used	use	VERB
ajaset-63	84	16	for	for	ADP
ajaset-63	84	17	training,187	training,187	PROPN
ajaset-63	84	18	for	for	ADP
ajaset-63	84	19	testing	testing	NOUN
ajaset-63	84	20	,	,	PUNCT
ajaset-63	84	21	and	and	CCONJ
ajaset-63	84	22	148	148	NUM
ajaset-63	84	23	for	for	ADP
ajaset-63	84	24	validating	validate	VERB
ajaset-63	84	25	the	the	DET
ajaset-63	84	26	data	datum	NOUN
ajaset-63	84	27	.	.	PUNCT
ajaset-63	85	1	one	one	NUM
ajaset-63	85	2	valid	valid	ADJ
ajaset-63	85	3	image	image	NOUN
ajaset-63	85	4	had	have	VERB
ajaset-63	85	5	a	a	DET
ajaset-63	85	6	shape	shape	NOUN
ajaset-63	85	7	(	(	PUNCT
ajaset-63	85	8	256,256,3	256,256,3	NOUN
ajaset-63	85	9	)	)	PUNCT
ajaset-63	85	10	.	.	PUNCT
ajaset-63	86	1	we	we	PRON
ajaset-63	86	2	divided	divide	VERB
ajaset-63	86	3	the	the	DET
ajaset-63	86	4	cows	cow	NOUN
ajaset-63	86	5	into	into	ADP
ajaset-63	86	6	four	four	NUM
ajaset-63	86	7	categories	category	NOUN
ajaset-63	86	8	based	base	VERB
ajaset-63	86	9	on	on	ADP
ajaset-63	86	10	price	price	NOUN
ajaset-63	86	11	range	range	NOUN
ajaset-63	86	12	[	[	X
ajaset-63	86	13	low	low	ADJ
ajaset-63	86	14	,	,	PUNCT
ajaset-63	86	15	medium	medium	ADJ
ajaset-63	86	16	,	,	PUNCT
ajaset-63	86	17	high	high	ADJ
ajaset-63	86	18	,	,	PUNCT
ajaset-63	86	19	very	very	ADV
ajaset-63	86	20	high	high	ADJ
ajaset-63	86	21	]	]	PUNCT
ajaset-63	86	22	.	.	PUNCT
ajaset-63	87	1	figure	figure	NOUN
ajaset-63	87	2	1	1	NUM
ajaset-63	87	3	:	:	PUNCT
ajaset-63	87	4	classes	class	VERB
ajaset-63	87	5	training	train	VERB
ajaset-63	87	6	dataset	dataset	NOUN
ajaset-63	87	7	:	:	PUNCT
ajaset-63	87	8	the	the	DET
ajaset-63	87	9	training	training	NOUN
ajaset-63	87	10	dataset	dataset	NOUN
ajaset-63	87	11	is	be	AUX
ajaset-63	87	12	used	use	VERB
ajaset-63	87	13	as	as	ADP
ajaset-63	87	14	a	a	DET
ajaset-63	87	15	set	set	NOUN
ajaset-63	87	16	of	of	ADP
ajaset-63	87	17	examples	example	NOUN
ajaset-63	87	18	used	use	VERB
ajaset-63	87	19	for	for	ADP
ajaset-63	87	20	training	train	VERB
ajaset-63	87	21	a	a	DET
ajaset-63	87	22	model	model	NOUN
ajaset-63	87	23	.	.	PUNCT
ajaset-63	88	1	80	80	NUM
ajaset-63	88	2	%	%	NOUN
ajaset-63	88	3	of	of	ADP
ajaset-63	88	4	data	datum	NOUN
ajaset-63	88	5	from	from	ADP
ajaset-63	88	6	dataset	dataset	NOUN
ajaset-63	88	7	is	be	AUX
ajaset-63	88	8	chosen	choose	VERB
ajaset-63	88	9	randomly	randomly	ADV
ajaset-63	88	10	for	for	ADP
ajaset-63	88	11	training	train	VERB
ajaset-63	88	12	the	the	DET
ajaset-63	88	13	model	model	NOUN
ajaset-63	88	14	.	.	PUNCT
ajaset-63	89	1	validation	validation	NOUN
ajaset-63	89	2	dataset	dataset	NOUN
ajaset-63	89	3	:	:	PUNCT
ajaset-63	89	4	a	a	DET
ajaset-63	89	5	validation	validation	NOUN
ajaset-63	89	6	dataset	dataset	NOUN
ajaset-63	89	7	helps	help	VERB
ajaset-63	89	8	in	in	ADP
ajaset-63	89	9	the	the	DET
ajaset-63	89	10	reduction	reduction	NOUN
ajaset-63	89	11	of	of	ADP
ajaset-63	89	12	overfitting.20	overfitting.20	PROPN
ajaset-63	89	13	%	%	NOUN
ajaset-63	89	14	of	of	ADP
ajaset-63	89	15	training	training	NOUN
ajaset-63	89	16	dataset	dataset	NOUN
ajaset-63	89	17	is	be	AUX
ajaset-63	89	18	chosen	choose	VERB
ajaset-63	89	19	for	for	ADP
ajaset-63	89	20	validation	validation	NOUN
ajaset-63	89	21	.	.	PUNCT
ajaset-63	90	1	test	test	NOUN
ajaset-63	90	2	dataset	dataset	NOUN
ajaset-63	90	3	:	:	PUNCT
ajaset-63	90	4	the	the	DET
ajaset-63	90	5	test	test	NOUN
ajaset-63	90	6	data	datum	NOUN
ajaset-63	90	7	collection	collection	NOUN
ajaset-63	90	8	is	be	AUX
ajaset-63	90	9	used	use	VERB
ajaset-63	90	10	to	to	PART
ajaset-63	90	11	evaluate	evaluate	VERB
ajaset-63	90	12	the	the	DET
ajaset-63	90	13	classification	classification	NOUN
ajaset-63	90	14	or	or	CCONJ
ajaset-63	90	15	model	model	NOUN
ajaset-63	90	16	results	result	NOUN
ajaset-63	90	17	and	and	CCONJ
ajaset-63	90	18	verify	verify	VERB
ajaset-63	90	19	the	the	DET
ajaset-63	90	20	performance	performance	NOUN
ajaset-63	90	21	of	of	ADP
ajaset-63	90	22	features	feature	NOUN
ajaset-63	90	23	such	such	ADJ
ajaset-63	90	24	as	as	ADP
ajaset-63	90	25	precision	precision	NOUN
ajaset-63	90	26	,	,	PUNCT
ajaset-63	90	27	failure	failure	NOUN
ajaset-63	90	28	,	,	PUNCT
ajaset-63	90	29	sensitivity	sensitivity	NOUN
ajaset-63	90	30	and	and	CCONJ
ajaset-63	90	31	so	so	ADV
ajaset-63	90	32	on	on	ADV
ajaset-63	90	33	.	.	PUNCT
ajaset-63	91	1	it	it	PRON
ajaset-63	91	2	is	be	AUX
ajaset-63	91	3	independent	independent	ADJ
ajaset-63	91	4	of	of	ADP
ajaset-63	91	5	the	the	DET
ajaset-63	91	6	training	training	NOUN
ajaset-63	91	7	and	and	CCONJ
ajaset-63	91	8	validation	validation	NOUN
ajaset-63	91	9	dataset	dataset	NOUN
ajaset-63	91	10	.	.	PUNCT
ajaset-63	92	1	20	20	NUM
ajaset-63	92	2	%	%	NOUN
ajaset-63	92	3	of	of	ADP
ajaset-63	92	4	data	datum	NOUN
ajaset-63	92	5	from	from	ADP
ajaset-63	92	6	dataset	dataset	NOUN
ajaset-63	92	7	is	be	AUX
ajaset-63	92	8	chosen	choose	VERB
ajaset-63	92	9	randomly	randomly	ADV
ajaset-63	92	10	for	for	ADP
ajaset-63	92	11	testing	test	VERB
ajaset-63	92	12	the	the	DET
ajaset-63	92	13	model	model	NOUN
ajaset-63	92	14	.	.	PUNCT
ajaset-63	93	1	american	american	ADJ
ajaset-63	93	2	journal	journal	PROPN
ajaset-63	93	3	of	of	ADP
ajaset-63	93	4	agricultural	agricultural	ADJ
ajaset-63	93	5	science	science	NOUN
ajaset-63	93	6	,	,	PUNCT
ajaset-63	93	7	engineering	engineering	NOUN
ajaset-63	93	8	and	and	CCONJ
ajaset-63	93	9	technology	technology	NOUN
ajaset-63	93	10	67	67	NUM
ajaset-63	93	11	issn	issn	NOUN
ajaset-63	93	12	:	:	PUNCT
ajaset-63	93	13	2158	2158	NUM
ajaset-63	93	14	-	-	SYM
ajaset-63	93	15	8104	8104	NUM
ajaset-63	93	16	(	(	PUNCT
ajaset-63	93	17	online	online	ADJ
ajaset-63	93	18	)	)	PUNCT
ajaset-63	93	19	,	,	PUNCT
ajaset-63	93	20	2164	2164	NUM
ajaset-63	93	21	-	-	SYM
ajaset-63	93	22	0920	0920	NUM
ajaset-63	93	23	(	(	PUNCT
ajaset-63	93	24	print	print	NOUN
ajaset-63	93	25	)	)	PUNCT
ajaset-63	93	26	,	,	PUNCT
ajaset-63	93	27	2021	2021	NUM
ajaset-63	93	28	,	,	PUNCT
ajaset-63	93	29	vol	vol	NOUN
ajaset-63	93	30	.	.	PROPN
ajaset-63	93	31	5	5	NUM
ajaset-63	93	32	,	,	PUNCT
ajaset-63	93	33	issue.1	issue.1	PROPN
ajaset-63	93	34	http://journals.e-palli.org	http://journals.e-palli.org	X
ajaset-63	93	35	3	3	X
ajaset-63	93	36	.	.	X
ajaset-63	93	37	result	result	VERB
ajaset-63	93	38	analysis	analysis	NOUN
ajaset-63	93	39	to	to	PART
ajaset-63	93	40	get	get	VERB
ajaset-63	93	41	result	result	NOUN
ajaset-63	93	42	,	,	PUNCT
ajaset-63	93	43	a	a	DET
ajaset-63	93	44	user	user	NOUN
ajaset-63	93	45	has	have	VERB
ajaset-63	93	46	to	to	PART
ajaset-63	93	47	input	input	VERB
ajaset-63	93	48	a	a	DET
ajaset-63	93	49	cow	cow	NOUN
ajaset-63	93	50	’s	’s	PART
ajaset-63	93	51	height	height	NOUN
ajaset-63	93	52	,	,	PUNCT
ajaset-63	93	53	age	age	NOUN
ajaset-63	93	54	,	,	PUNCT
ajaset-63	93	55	teeth	tooth	NOUN
ajaset-63	93	56	,	,	PUNCT
ajaset-63	93	57	color	color	NOUN
ajaset-63	93	58	,	,	PUNCT
ajaset-63	93	59	and	and	CCONJ
ajaset-63	93	60	cow	cow	NOUN
ajaset-63	93	61	image	image	NOUN
ajaset-63	93	62	.	.	PUNCT
ajaset-63	94	1	input	input	NOUN
ajaset-63	94	2	image	image	NOUN
ajaset-63	94	3	size	size	NOUN
ajaset-63	94	4	must	must	AUX
ajaset-63	94	5	be	be	AUX
ajaset-63	94	6	256x256	256x256	PROPN
ajaset-63	94	7	pixels	pixel	NOUN
ajaset-63	94	8	.	.	PUNCT
ajaset-63	95	1	the	the	DET
ajaset-63	95	2	model	model	NOUN
ajaset-63	95	3	can	can	AUX
ajaset-63	95	4	then	then	ADV
ajaset-63	95	5	predict	predict	VERB
ajaset-63	95	6	the	the	DET
ajaset-63	95	7	price	price	NOUN
ajaset-63	95	8	class	class	NOUN
ajaset-63	95	9	of	of	ADP
ajaset-63	95	10	a	a	DET
ajaset-63	95	11	cow	cow	NOUN
ajaset-63	95	12	.	.	PUNCT
ajaset-63	96	1	here	here	ADV
ajaset-63	96	2	are	be	AUX
ajaset-63	96	3	some	some	DET
ajaset-63	96	4	samples	sample	NOUN
ajaset-63	96	5	of	of	ADP
ajaset-63	96	6	the	the	DET
ajaset-63	96	7	output	output	NOUN
ajaset-63	96	8	result	result	NOUN
ajaset-63	96	9	.	.	PUNCT
ajaset-63	97	1	actual	actual	ADJ
ajaset-63	97	2	price	price	NOUN
ajaset-63	97	3	:	:	PUNCT
ajaset-63	97	4	350000	350000	NUM
ajaset-63	97	5	taka	taka	NOUN
ajaset-63	97	6	actual	actual	ADJ
ajaset-63	97	7	class	class	NOUN
ajaset-63	97	8	:	:	PUNCT
ajaset-63	97	9	high	high	ADJ
ajaset-63	97	10	actual	actual	ADJ
ajaset-63	97	11	price	price	NOUN
ajaset-63	97	12	:	:	PUNCT
ajaset-63	97	13	158000	158000	NUM
ajaset-63	97	14	taka	taka	PROPN
ajaset-63	97	15	actual	actual	ADJ
ajaset-63	97	16	class	class	NOUN
ajaset-63	97	17	:	:	PUNCT
ajaset-63	97	18	medium	medium	ADJ
ajaset-63	97	19	actual	actual	ADJ
ajaset-63	97	20	price	price	NOUN
ajaset-63	97	21	:	:	PUNCT
ajaset-63	97	22	58000	58000	NUM
ajaset-63	97	23	taka	taka	NOUN
ajaset-63	97	24	actual	actual	ADJ
ajaset-63	97	25	class	class	NOUN
ajaset-63	97	26	:	:	PUNCT
ajaset-63	97	27	low	low	ADJ
ajaset-63	97	28	actual	actual	ADJ
ajaset-63	97	29	price	price	NOUN
ajaset-63	97	30	:	:	PUNCT
ajaset-63	97	31	730000	730000	NUM
ajaset-63	97	32	taka	taka	PROPN
ajaset-63	97	33	actual	actual	ADJ
ajaset-63	97	34	class	class	NOUN
ajaset-63	97	35	:	:	PUNCT
ajaset-63	97	36	very	very	ADV
ajaset-63	97	37	high	high	ADJ
ajaset-63	97	38	american	american	ADJ
ajaset-63	97	39	journal	journal	NOUN
ajaset-63	97	40	of	of	ADP
ajaset-63	97	41	agricultural	agricultural	ADJ
ajaset-63	97	42	science	science	NOUN
ajaset-63	97	43	,	,	PUNCT
ajaset-63	97	44	engineering	engineering	NOUN
ajaset-63	97	45	and	and	CCONJ
ajaset-63	97	46	technology	technology	NOUN
ajaset-63	97	47	68	68	NUM
ajaset-63	97	48	issn	issn	NOUN
ajaset-63	97	49	:	:	PUNCT
ajaset-63	97	50	2158	2158	NUM
ajaset-63	97	51	-	-	SYM
ajaset-63	97	52	8104	8104	NUM
ajaset-63	97	53	(	(	PUNCT
ajaset-63	97	54	online	online	ADJ
ajaset-63	97	55	)	)	PUNCT
ajaset-63	97	56	,	,	PUNCT
ajaset-63	97	57	2164	2164	NUM
ajaset-63	97	58	-	-	SYM
ajaset-63	97	59	0920	0920	NUM
ajaset-63	97	60	(	(	PUNCT
ajaset-63	97	61	print	print	NOUN
ajaset-63	97	62	)	)	PUNCT
ajaset-63	97	63	,	,	PUNCT
ajaset-63	97	64	2021	2021	NUM
ajaset-63	97	65	,	,	PUNCT
ajaset-63	97	66	vol	vol	NOUN
ajaset-63	97	67	.	.	PROPN
ajaset-63	97	68	5	5	NUM
ajaset-63	97	69	,	,	PUNCT
ajaset-63	97	70	issue.1	issue.1	PROPN
ajaset-63	97	71	http://journals.e-palli.org	http://journals.e-palli.org	AUX
ajaset-63	97	72	this	this	DET
ajaset-63	97	73	work	work	NOUN
ajaset-63	97	74	has	have	VERB
ajaset-63	97	75	an	an	DET
ajaset-63	97	76	accuracy	accuracy	NOUN
ajaset-63	97	77	of	of	ADP
ajaset-63	97	78	70.05	70.05	NUM
ajaset-63	97	79	%	%	NOUN
ajaset-63	97	80	,	,	PUNCT
ajaset-63	97	81	its	its	PRON
ajaset-63	97	82	precision	precision	NOUN
ajaset-63	97	83	is	be	AUX
ajaset-63	97	84	68.69	68.69	NUM
ajaset-63	97	85	%	%	NOUN
ajaset-63	97	86	,	,	PUNCT
ajaset-63	97	87	recall	recall	PROPN
ajaset-63	97	88	is	be	AUX
ajaset-63	97	89	70.05	70.05	NUM
ajaset-63	97	90	%	%	NOUN
ajaset-63	97	91	and	and	CCONJ
ajaset-63	97	92	the	the	DET
ajaset-63	97	93	f1	f1	PROPN
ajaset-63	97	94	score	score	NOUN
ajaset-63	97	95	is	be	AUX
ajaset-63	97	96	65.73	65.73	NUM
ajaset-63	97	97	%	%	NOUN
ajaset-63	97	98	.	.	PUNCT
ajaset-63	98	1	the	the	DET
ajaset-63	98	2	accuracy	accuracy	NOUN
ajaset-63	98	3	level	level	NOUN
ajaset-63	98	4	can	can	AUX
ajaset-63	98	5	be	be	AUX
ajaset-63	98	6	increased	increase	VERB
ajaset-63	98	7	when	when	SCONJ
ajaset-63	98	8	the	the	DET
ajaset-63	98	9	dataset	dataset	NOUN
ajaset-63	98	10	will	will	AUX
ajaset-63	98	11	be	be	AUX
ajaset-63	98	12	increased	increase	VERB
ajaset-63	98	13	.	.	PUNCT
ajaset-63	99	1	conclusion	conclusion	NOUN
ajaset-63	99	2	in	in	ADP
ajaset-63	99	3	this	this	DET
ajaset-63	99	4	paper	paper	NOUN
ajaset-63	99	5	,	,	PUNCT
ajaset-63	99	6	a	a	DET
ajaset-63	99	7	model	model	NOUN
ajaset-63	99	8	is	be	AUX
ajaset-63	99	9	proposed	propose	VERB
ajaset-63	99	10	to	to	PART
ajaset-63	99	11	perform	perform	VERB
ajaset-63	99	12	price	price	NOUN
ajaset-63	99	13	class	class	NOUN
ajaset-63	99	14	estimation	estimation	NOUN
ajaset-63	99	15	based	base	VERB
ajaset-63	99	16	on	on	ADP
ajaset-63	99	17	cows	cow	NOUN
ajaset-63	99	18	’	'	PUNCT
ajaset-63	99	19	images	image	NOUN
ajaset-63	99	20	by	by	ADP
ajaset-63	99	21	using	use	VERB
ajaset-63	99	22	the	the	DET
ajaset-63	99	23	image	image	NOUN
ajaset-63	99	24	classifier	classifier	NOUN
ajaset-63	99	25	cnn	cnn	PROPN
ajaset-63	99	26	(	(	PUNCT
ajaset-63	99	27	convolutional	convolutional	ADJ
ajaset-63	99	28	neural	neural	ADJ
ajaset-63	99	29	network	network	NOUN
ajaset-63	99	30	)	)	PUNCT
ajaset-63	99	31	.	.	PUNCT
ajaset-63	100	1	almost	almost	ADV
ajaset-63	100	2	1000	1000	NUM
ajaset-63	100	3	data	data	NOUN
ajaset-63	100	4	points	point	NOUN
ajaset-63	100	5	from	from	ADP
ajaset-63	100	6	different	different	ADJ
ajaset-63	100	7	websites	website	NOUN
ajaset-63	100	8	related	relate	VERB
ajaset-63	100	9	to	to	ADP
ajaset-63	100	10	cows	cow	NOUN
ajaset-63	100	11	are	be	AUX
ajaset-63	100	12	collected	collect	VERB
ajaset-63	100	13	for	for	ADP
ajaset-63	100	14	this	this	DET
ajaset-63	100	15	process	process	NOUN
ajaset-63	100	16	.	.	PUNCT
ajaset-63	101	1	most	most	ADJ
ajaset-63	101	2	of	of	ADP
ajaset-63	101	3	the	the	DET
ajaset-63	101	4	data	data	NOUN
ajaset-63	101	5	points	point	NOUN
ajaset-63	101	6	are	be	AUX
ajaset-63	101	7	taken	take	VERB
ajaset-63	101	8	from	from	ADP
ajaset-63	101	9	the	the	DET
ajaset-63	101	10	website	website	NOUN
ajaset-63	101	11	"	"	PUNCT
ajaset-63	101	12	goruchai.com	goruchai.com	X
ajaset-63	101	13	"	"	PUNCT
ajaset-63	101	14	.	.	PUNCT
ajaset-63	102	1	80	80	NUM
ajaset-63	102	2	%	%	NOUN
ajaset-63	102	3	of	of	ADP
ajaset-63	102	4	data	datum	NOUN
ajaset-63	102	5	as	as	ADP
ajaset-63	102	6	training	training	NOUN
ajaset-63	102	7	and	and	CCONJ
ajaset-63	102	8	20	20	NUM
ajaset-63	102	9	%	%	NOUN
ajaset-63	102	10	of	of	ADP
ajaset-63	102	11	data	datum	NOUN
ajaset-63	102	12	as	as	ADP
ajaset-63	102	13	testing	testing	NOUN
ajaset-63	102	14	purposes	purpose	NOUN
ajaset-63	102	15	.	.	PUNCT
ajaset-63	103	1	this	this	DET
ajaset-63	103	2	study	study	NOUN
ajaset-63	103	3	shows	show	VERB
ajaset-63	103	4	an	an	DET
ajaset-63	103	5	accuracy	accuracy	NOUN
ajaset-63	103	6	of	of	ADP
ajaset-63	103	7	70	70	NUM
ajaset-63	103	8	%	%	NOUN
ajaset-63	103	9	.	.	PUNCT
ajaset-63	104	1	references	reference	NOUN
ajaset-63	104	2	a.	a.	NOUN
ajaset-63	104	3	dehghan	dehghan	PROPN
ajaset-63	104	4	,	,	PUNCT
ajaset-63	104	5	e.	e.	PROPN
ajaset-63	104	6	g.	g.	PROPN
ajaset-63	104	7	ortiz	ortiz	PROPN
ajaset-63	104	8	,	,	PUNCT
ajaset-63	104	9	g.	g.	PROPN
ajaset-63	104	10	shu	shu	PROPN
ajaset-63	104	11	,	,	PUNCT
ajaset-63	104	12	s.	s.	PROPN
ajaset-63	104	13	z.	z.	PROPN
ajaset-63	104	14	masood	masood	PROPN
ajaset-63	104	15	,	,	PUNCT
ajaset-63	104	16	dager	dager	PROPN
ajaset-63	104	17	:	:	PUNCT
ajaset-63	104	18	deep	deep	ADJ
ajaset-63	104	19	age	age	NOUN
ajaset-63	104	20	,	,	PUNCT
ajaset-63	104	21	gen	gen	NOUN
ajaset-63	104	22	-	-	ADJ
ajaset-63	104	23	der	der	NOUN
ajaset-63	104	24	and	and	CCONJ
ajaset-63	104	25	emotion	emotion	NOUN
ajaset-63	104	26	recognition	recognition	NOUN
ajaset-63	104	27	using	use	VERB
ajaset-63	104	28	convolutional	convolutional	ADJ
ajaset-63	104	29	neural	neural	ADJ
ajaset-63	104	30	network	network	NOUN
ajaset-63	104	31	,	,	PUNCT
ajaset-63	104	32	corr	corr	PROPN
ajaset-63	104	33	abs/1702.04280	abs/1702.04280	NOUN
ajaset-63	104	34	.	.	PUNCT
ajaset-63	104	35	arxiv:1702.04280	arxiv:1702.04280	NOUN
ajaset-63	104	36	.	.	PUNCT
ajaset-63	105	1	url	url	VERB
ajaset-63	105	2	http://arxiv.org/abs/1702.04280	http://arxiv.org/abs/1702.04280	NOUN
ajaset-63	105	3	a.	a.	NOUN
ajaset-63	105	4	krizhevsky	krizhevsky	PROPN
ajaset-63	105	5	,	,	PUNCT
ajaset-63	105	6	i.	i.	PROPN
ajaset-63	105	7	sutskever	sutskever	PROPN
ajaset-63	105	8	,	,	PUNCT
ajaset-63	105	9	g.	g.	PROPN
ajaset-63	105	10	e.	e.	PROPN
ajaset-63	105	11	hinton	hinton	PROPN
ajaset-63	105	12	,	,	PUNCT
ajaset-63	105	13	imagenet	imagenet	PROPN
ajaset-63	105	14	classi	classi	ADJ
ajaset-63	105	15	cation	cation	NOUN
ajaset-63	105	16	with	with	ADP
ajaset-63	105	17	deep	deep	ADJ
ajaset-63	105	18	convolutional	convolutional	ADJ
ajaset-63	105	19	neural	neural	ADJ
ajaset-63	105	20	networks	network	NOUN
ajaset-63	105	21	,	,	PUNCT
ajaset-63	105	22	commun	commun	PROPN
ajaset-63	105	23	.	.	PUNCT
ajaset-63	105	24	acm	acm	PROPN
ajaset-63	105	25	60	60	NUM
ajaset-63	105	26	(	(	PUNCT
ajaset-63	105	27	6	6	NUM
ajaset-63	105	28	)	)	PUNCT
ajaset-63	105	29	(	(	PUNCT
ajaset-63	105	30	2017	2017	NUM
ajaset-63	105	31	)	)	PUNCT
ajaset-63	105	32	84{90	84{90	NUM
ajaset-63	105	33	.	.	PUNCT
ajaset-63	105	34	doi:10.1145/3065386	doi:10.1145/3065386	X
ajaset-63	105	35	.	.	PUNCT
ajaset-63	106	1	url	url	PROPN
ajaset-63	106	2	https://doi.org/10.1145/3065386	https://doi.org/10.1145/3065386	PROPN
ajaset-63	106	3	g.	g.	PROPN
ajaset-63	106	4	xu	xu	PROPN
ajaset-63	106	5	,	,	PUNCT
ajaset-63	106	6	china	china	PROPN
ajaset-63	106	7	gold	gold	PROPN
ajaset-63	106	8	futures	future	NOUN
ajaset-63	106	9	price	price	NOUN
ajaset-63	106	10	prediction	prediction	NOUN
ajaset-63	106	11	model	model	NOUN
ajaset-63	106	12	-	-	PUNCT
ajaset-63	106	13	from	from	ADP
ajaset-63	106	14	the	the	DET
ajaset-63	106	15	perspective	perspective	NOUN
ajaset-63	106	16	of	of	ADP
ajaset-63	106	17	the	the	DET
ajaset-63	106	18	gray	gray	ADJ
ajaset-63	106	19	prediction	prediction	NOUN
ajaset-63	106	20	,	,	PUNCT
ajaset-63	106	21	in	in	ADP
ajaset-63	106	22	:	:	PUNCT
ajaset-63	106	23	2011	2011	NUM
ajaset-63	106	24	2nd	2nd	ADJ
ajaset-63	106	25	international	international	ADJ
ajaset-63	106	26	conference	conference	NOUN
ajaset-63	106	27	on	on	ADP
ajaset-63	106	28	arti	arti	PROPN
ajaset-63	106	29	cial	cial	ADJ
ajaset-63	106	30	intelligence	intelligence	NOUN
ajaset-63	106	31	,	,	PUNCT
ajaset-63	106	32	management	management	NOUN
ajaset-63	106	33	science	science	NOUN
ajaset-63	106	34	and	and	CCONJ
ajaset-63	106	35	electronic	electronic	ADJ
ajaset-63	106	36	commerce	commerce	NOUN
ajaset-63	106	37	(	(	PUNCT
ajaset-63	106	38	aimsec	aimsec	NOUN
ajaset-63	106	39	)	)	PUNCT
ajaset-63	106	40	,	,	PUNCT
ajaset-63	106	41	2011	2011	NUM
ajaset-63	106	42	,	,	PUNCT
ajaset-63	106	43	pp	pp	ADJ
ajaset-63	106	44	.	.	PUNCT
ajaset-63	107	1	5479{5482	5479{5482	NUM
ajaset-63	107	2	.	.	PUNCT
ajaset-63	107	3	doi:10.1109	doi:10.1109	VERB
ajaset-63	107	4	/	/	SYM
ajaset-63	107	5	aimsec.2011.6009808	aimsec.2011.6009808	PROPN
ajaset-63	107	6	.	.	PUNCT
ajaset-63	108	1	h.	h.	PROPN
ajaset-63	108	2	ebrahimian	ebrahimian	PROPN
ajaset-63	108	3	,	,	PUNCT
ajaset-63	108	4	s.	s.	PROPN
ajaset-63	108	5	barmayoon	barmayoon	NOUN
ajaset-63	108	6	,	,	PUNCT
ajaset-63	108	7	m.	m.	NOUN
ajaset-63	108	8	mohammadi	mohammadi	NOUN
ajaset-63	108	9	,	,	PUNCT
ajaset-63	108	10	n.	n.	PROPN
ajaset-63	108	11	ghadimi	ghadimi	PROPN
ajaset-63	108	12	,	,	PUNCT
ajaset-63	108	13	the	the	DET
ajaset-63	108	14	price	price	NOUN
ajaset-63	108	15	prediction	prediction	NOUN
ajaset-63	108	16	for	for	ADP
ajaset-63	108	17	the	the	DET
ajaset-63	108	18	energy	energy	NOUN
ajaset-63	108	19	market	market	NOUN
ajaset-63	108	20	based	base	VERB
ajaset-63	108	21	on	on	ADP
ajaset-63	108	22	a	a	DET
ajaset-63	108	23	new	new	ADJ
ajaset-63	108	24	method	method	NOUN
ajaset-63	108	25	,	,	PUNCT
ajaset-63	108	26	economic	economic	ADJ
ajaset-63	108	27	researchekonomska	researchekonomska	NOUN
ajaset-63	108	28	istrazivanja	istrazivanja	VERB
ajaset-63	108	29	31	31	NUM
ajaset-63	108	30	(	(	PUNCT
ajaset-63	108	31	1	1	NUM
ajaset-63	108	32	)	)	PUNCT
ajaset-63	108	33	(	(	PUNCT
ajaset-63	108	34	2018	2018	NUM
ajaset-63	108	35	)	)	PUNCT
ajaset-63	109	1	313{337	313{337	PROPN
ajaset-63	109	2	.	.	PUNCT
ajaset-63	110	1	arxiv	arxiv	PROPN
ajaset-63	110	2	:	:	PUNCT
ajaset-63	110	3	https://doi.org/10.1080/1331677x.2018.1429291	https://doi.org/10.1080/1331677x.2018.1429291	PROPN
ajaset-63	110	4	,	,	PUNCT
ajaset-63	110	5	doi:10	doi:10	PROPN
ajaset-63	110	6	.	.	PUNCT
ajaset-63	111	1	1080/1331677x.2018.1429291	1080/1331677x.2018.1429291	PROPN
ajaset-63	111	2	.	.	PUNCT
ajaset-63	111	3	url	url	PROPN
ajaset-63	111	4	https://doi.org/10.1080/1331677x.2018.1429291	https://doi.org/10.1080/1331677x.2018.1429291	PROPN
ajaset-63	111	5	h.	h.	PROPN
ajaset-63	111	6	liu	liu	PROPN
ajaset-63	111	7	,	,	PUNCT
ajaset-63	111	8	b.	b.	PROPN
ajaset-63	111	9	song	song	PROPN
ajaset-63	111	10	,	,	PUNCT
ajaset-63	111	11	stock	stock	NOUN
ajaset-63	111	12	price	price	NOUN
ajaset-63	111	13	trend	trend	NOUN
ajaset-63	111	14	prediction	prediction	NOUN
ajaset-63	111	15	model	model	NOUN
ajaset-63	111	16	based	base	VERB
ajaset-63	111	17	on	on	ADP
ajaset-63	111	18	deep	deep	ADJ
ajaset-63	111	19	resid	resid	ADJ
ajaset-63	111	20	-	-	PUNCT
ajaset-63	111	21	ual	ual	ADJ
ajaset-63	111	22	network	network	NOUN
ajaset-63	111	23	and	and	CCONJ
ajaset-63	111	24	stock	stock	NOUN
ajaset-63	111	25	price	price	NOUN
ajaset-63	111	26	graph	graph	NOUN
ajaset-63	111	27	,	,	PUNCT
ajaset-63	111	28	in	in	ADP
ajaset-63	111	29	:	:	PUNCT
ajaset-63	111	30	2018	2018	NUM
ajaset-63	111	31	11th	11th	ADJ
ajaset-63	111	32	international	international	ADJ
ajaset-63	111	33	sympo	sympo	ADJ
ajaset-63	111	34	-	-	PUNCT
ajaset-63	111	35	sium	sium	NOUN
ajaset-63	111	36	on	on	ADP
ajaset-63	111	37	computational	computational	ADJ
ajaset-63	111	38	intelligence	intelligence	NOUN
ajaset-63	111	39	and	and	CCONJ
ajaset-63	111	40	design	design	NOUN
ajaset-63	111	41	(	(	PUNCT
ajaset-63	111	42	iscid	iscid	NOUN
ajaset-63	111	43	)	)	PUNCT
ajaset-63	111	44	,	,	PUNCT
ajaset-63	111	45	vol	vol	NOUN
ajaset-63	111	46	.	.	PROPN
ajaset-63	111	47	02	02	NUM
ajaset-63	111	48	,	,	PUNCT
ajaset-63	111	49	2018	2018	NUM
ajaset-63	111	50	,	,	PUNCT
ajaset-63	111	51	pp	pp	ADJ
ajaset-63	111	52	.	.	PUNCT
ajaset-63	112	1	328{331	328{331	X
ajaset-63	112	2	.	.	PUNCT
ajaset-63	113	1	doi:10.1109	doi:10.1109	PROPN
ajaset-63	113	2	/	/	SYM
ajaset-63	113	3	iscid.2018.10176	iscid.2018.10176	PROPN
ajaset-63	113	4	.	.	PUNCT
ajaset-63	113	5	i.	i.	PROPN
ajaset-63	113	6	parmar	parmar	PROPN
ajaset-63	113	7	,	,	PUNCT
ajaset-63	113	8	n.	n.	PROPN
ajaset-63	113	9	agarwal	agarwal	PROPN
ajaset-63	113	10	,	,	PUNCT
ajaset-63	113	11	s.	s.	PROPN
ajaset-63	113	12	saxena	saxena	PROPN
ajaset-63	113	13	,	,	PUNCT
ajaset-63	113	14	r.	r.	PROPN
ajaset-63	113	15	arora	arora	PROPN
ajaset-63	113	16	,	,	PUNCT
ajaset-63	113	17	s.	s.	PROPN
ajaset-63	113	18	gupta	gupta	PROPN
ajaset-63	113	19	,	,	PUNCT
ajaset-63	113	20	h.	h.	PROPN
ajaset-63	113	21	dhiman	dhiman	PROPN
ajaset-63	113	22	,	,	PUNCT
ajaset-63	113	23	l.	l.	PROPN
ajaset-63	113	24	chouhan	chouhan	PROPN
ajaset-63	113	25	,	,	PUNCT
ajaset-63	113	26	stock	stock	NOUN
ajaset-63	113	27	market	market	NOUN
ajaset-63	113	28	prediction	prediction	NOUN
ajaset-63	113	29	using	use	VERB
ajaset-63	113	30	machine	machine	NOUN
ajaset-63	113	31	learning	learning	NOUN
ajaset-63	113	32	,	,	PUNCT
ajaset-63	113	33	in	in	ADP
ajaset-63	113	34	:	:	PUNCT
ajaset-63	113	35	2018	2018	NUM
ajaset-63	113	36	first	first	ADJ
ajaset-63	113	37	international	international	ADJ
ajaset-63	113	38	conference	conference	NOUN
ajaset-63	113	39	on	on	ADP
ajaset-63	113	40	secure	secure	ADJ
ajaset-63	113	41	cyber	cyber	NOUN
ajaset-63	113	42	computing	computing	NOUN
ajaset-63	113	43	and	and	CCONJ
ajaset-63	113	44	com	com	NOUN
ajaset-63	113	45	-	-	PUNCT
ajaset-63	113	46	munication	munication	NOUN
ajaset-63	113	47	(	(	PUNCT
ajaset-63	113	48	icsccc	icsccc	NOUN
ajaset-63	113	49	)	)	PUNCT
ajaset-63	113	50	,	,	PUNCT
ajaset-63	113	51	2018	2018	NUM
ajaset-63	113	52	,	,	PUNCT
ajaset-63	113	53	pp	pp	ADJ
ajaset-63	113	54	.	.	PUNCT
ajaset-63	114	1	574{576	574{576	NUM
ajaset-63	114	2	.	.	PUNCT
ajaset-63	115	1	doi:10.1109	doi:10.1109	PROPN
ajaset-63	115	2	/	/	SYM
ajaset-63	116	1	icsccc.2018	icsccc.2018	PROPN
ajaset-63	116	2	.	.	NOUN
ajaset-63	116	3	8703332	8703332	NUM
ajaset-63	116	4	.	.	PUNCT
ajaset-63	117	1	american	american	ADJ
ajaset-63	117	2	journal	journal	PROPN
ajaset-63	117	3	of	of	ADP
ajaset-63	117	4	agricultural	agricultural	ADJ
ajaset-63	117	5	science	science	NOUN
ajaset-63	117	6	,	,	PUNCT
ajaset-63	117	7	engineering	engineering	NOUN
ajaset-63	117	8	and	and	CCONJ
ajaset-63	117	9	technology	technology	NOUN
ajaset-63	117	10	69	69	NUM
ajaset-63	117	11	issn	issn	NOUN
ajaset-63	117	12	:	:	PUNCT
ajaset-63	117	13	2158	2158	NUM
ajaset-63	117	14	-	-	SYM
ajaset-63	117	15	8104	8104	NUM
ajaset-63	117	16	(	(	PUNCT
ajaset-63	117	17	online	online	ADJ
ajaset-63	117	18	)	)	PUNCT
ajaset-63	117	19	,	,	PUNCT
ajaset-63	117	20	2164	2164	NUM
ajaset-63	117	21	-	-	SYM
ajaset-63	117	22	0920	0920	NUM
ajaset-63	117	23	(	(	PUNCT
ajaset-63	117	24	print	print	NOUN
ajaset-63	117	25	)	)	PUNCT
ajaset-63	117	26	,	,	PUNCT
ajaset-63	117	27	2021	2021	NUM
ajaset-63	117	28	,	,	PUNCT
ajaset-63	117	29	vol	vol	NOUN
ajaset-63	117	30	.	.	PROPN
ajaset-63	117	31	5	5	NUM
ajaset-63	117	32	,	,	PUNCT
ajaset-63	117	33	issue.1	issue.1	PROPN
ajaset-63	117	34	http://journals.e-palli.org	http://journals.e-palli.org	PROPN
ajaset-63	117	35	j.	j.	PROPN
ajaset-63	117	36	mu	mu	PROPN
ajaset-63	117	37	,	,	PUNCT
ajaset-63	117	38	f.	f.	PROPN
ajaset-63	117	39	wu	wu	PROPN
ajaset-63	117	40	,	,	PUNCT
ajaset-63	117	41	a.	a.	PROPN
ajaset-63	117	42	zhang	zhang	PROPN
ajaset-63	117	43	,	,	PUNCT
ajaset-63	117	44	housing	housing	NOUN
ajaset-63	117	45	value	value	NOUN
ajaset-63	117	46	forecasting	forecasting	NOUN
ajaset-63	117	47	based	base	VERB
ajaset-63	117	48	on	on	ADP
ajaset-63	117	49	machine	machine	NOUN
ajaset-63	117	50	learning	learning	NOUN
ajaset-63	117	51	methods	method	NOUN
ajaset-63	117	52	,	,	PUNCT
ajaset-63	117	53	abstract	abstract	ADJ
ajaset-63	117	54	and	and	CCONJ
ajaset-63	117	55	applied	apply	VERB
ajaset-63	117	56	analysis	analysis	NOUN
ajaset-63	117	57	2014	2014	NUM
ajaset-63	117	58	(	(	PUNCT
ajaset-63	117	59	2014	2014	NUM
ajaset-63	117	60	)	)	PUNCT
ajaset-63	117	61	648047	648047	NUM
ajaset-63	117	62	.	.	PUNCT
ajaset-63	118	1	doi:10.1155/2014/648047	doi:10.1155/2014/648047	PROPN
ajaset-63	118	2	.	.	PROPN
ajaset-63	118	3	url	url	PROPN
ajaset-63	118	4	https://doi.org/10.1155/2014/648047	https://doi.org/10.1155/2014/648047	PROPN
ajaset-63	118	5	l.	l.	PROPN
ajaset-63	118	6	bork	bork	PROPN
ajaset-63	118	7	,	,	PUNCT
ajaset-63	118	8	s.	s.	PROPN
ajaset-63	118	9	v.	v.	PROPN
ajaset-63	118	10	m	m	PROPN
ajaset-63	118	11	ller	ller	NOUN
ajaset-63	118	12	,	,	PUNCT
ajaset-63	118	13	forecasting	forecast	VERB
ajaset-63	118	14	house	house	NOUN
ajaset-63	118	15	prices	price	NOUN
ajaset-63	118	16	in	in	ADP
ajaset-63	118	17	the	the	DET
ajaset-63	118	18	50	50	NUM
ajaset-63	118	19	states	state	NOUN
ajaset-63	118	20	using	use	VERB
ajaset-63	118	21	dynamic	dynamic	ADJ
ajaset-63	118	22	model	model	NOUN
ajaset-63	118	23	averaging	averaging	NOUN
ajaset-63	118	24	and	and	CCONJ
ajaset-63	118	25	dynamic	dynamic	ADJ
ajaset-63	118	26	model	model	NOUN
ajaset-63	118	27	selec	selec	NOUN
ajaset-63	118	28	-	-	PUNCT
ajaset-63	118	29	tion	tion	NOUN
ajaset-63	118	30	,	,	PUNCT
ajaset-63	118	31	international	international	ADJ
ajaset-63	118	32	journal	journal	NOUN
ajaset-63	118	33	of	of	ADP
ajaset-63	118	34	forecasting	forecasting	NOUN
ajaset-63	118	35	31	31	NUM
ajaset-63	118	36	(	(	PUNCT
ajaset-63	118	37	1	1	NUM
ajaset-63	118	38	)	)	PUNCT
ajaset-63	118	39	(	(	PUNCT
ajaset-63	118	40	2015	2015	NUM
ajaset-63	118	41	)	)	PUNCT
ajaset-63	119	1	63{78	63{78	PROPN
ajaset-63	119	2	.	.	PUNCT
ajaset-63	120	1	doi	doi	NOUN
ajaset-63	120	2	:	:	PUNCT
ajaset-63	120	3	https://doi.org/10.1016	https://doi.org/10.1016	PROPN
ajaset-63	120	4	/	/	SYM
ajaset-63	120	5	j.ijforecast.2014.05.005	j.ijforecast.2014.05.005	PROPN
ajaset-63	120	6	.	.	PUNCT
ajaset-63	120	7	url	url	PROPN
ajaset-63	120	8	:	:	PUNCT
ajaset-63	120	9	https://www.sciencedirect.com/science/article/pii/	https://www.sciencedirect.com/science/article/pii/	PROPN
ajaset-63	120	10	s0169207014000958	s0169207014000958	PROPN
ajaset-63	120	11	mahsa	mahsa	NOUN
ajaset-63	120	12	mir	mir	PROPN
ajaset-63	120	13	,	,	PUNCT
ajaset-63	120	14	house	house	NOUN
ajaset-63	120	15	prices	price	NOUN
ajaset-63	120	16	prediction	prediction	NOUN
ajaset-63	120	17	using	use	VERB
ajaset-63	120	18	deep	deep	ADJ
ajaset-63	120	19	learning	learning	NOUN
ajaset-63	120	20	,	,	PUNCT
ajaset-63	120	21	tech	tech	PROPN
ajaset-63	120	22	.	.	PUNCT
ajaset-63	121	1	rep	rep	PROPN
ajaset-63	121	2	.	.	PROPN
ajaset-63	121	3	(	(	PUNCT
ajaset-63	121	4	2020	2020	NUM
ajaset-63	121	5	)	)	PUNCT
ajaset-63	121	6	.	.	PUNCT
ajaset-63	122	1	m.	m.	PROPN
ajaset-63	122	2	ahtesham	ahtesham	PROPN
ajaset-63	122	3	,	,	PUNCT
ajaset-63	122	4	n.	n.	PROPN
ajaset-63	122	5	z.	z.	PROPN
ajaset-63	122	6	bawany	bawany	PROPN
ajaset-63	122	7	,	,	PUNCT
ajaset-63	122	8	k.	k.	PROPN
ajaset-63	122	9	fatima	fatima	PROPN
ajaset-63	122	10	,	,	PUNCT
ajaset-63	122	11	house	house	NOUN
ajaset-63	122	12	price	price	NOUN
ajaset-63	122	13	prediction	prediction	NOUN
ajaset-63	122	14	using	use	VERB
ajaset-63	122	15	machine	machine	NOUN
ajaset-63	122	16	learning	learn	VERB
ajaset-63	122	17	algorithm	algorithm	NOUN
ajaset-63	122	18	the	the	DET
ajaset-63	122	19	case	case	NOUN
ajaset-63	122	20	of	of	ADP
ajaset-63	122	21	karachi	karachi	PROPN
ajaset-63	122	22	city	city	PROPN
ajaset-63	122	23	,	,	PUNCT
ajaset-63	122	24	pakistan	pakistan	PROPN
ajaset-63	122	25	,	,	PUNCT
ajaset-63	122	26	in	in	ADP
ajaset-63	122	27	:	:	PUNCT
ajaset-63	122	28	2020	2020	NUM
ajaset-63	122	29	21st	21st	ADJ
ajaset-63	122	30	international	international	ADJ
ajaset-63	122	31	arab	arab	ADJ
ajaset-63	122	32	conference	conference	NOUN
ajaset-63	122	33	on	on	ADP
ajaset-63	122	34	information	information	NOUN
ajaset-63	122	35	technology	technology	NOUN
ajaset-63	122	36	(	(	PUNCT
ajaset-63	122	37	acit	acit	ADJ
ajaset-63	122	38	)	)	PUNCT
ajaset-63	122	39	,	,	PUNCT
ajaset-63	122	40	2020	2020	NUM
ajaset-63	122	41	,	,	PUNCT
ajaset-63	122	42	pp	pp	ADJ
ajaset-63	122	43	.	.	PUNCT
ajaset-63	123	1	1{5	1{5	NUM
ajaset-63	123	2	.	.	PUNCT
ajaset-63	124	1	doi:10.1109	doi:10.1109	VERB
ajaset-63	124	2	/	/	SYM
ajaset-63	124	3	acit50332.2020.9300074	acit50332.2020.9300074	PROPN
ajaset-63	124	4	.	.	PUNCT
ajaset-63	125	1	n.	n.	PROPN
ajaset-63	125	2	srinivas	srinivas	PROPN
ajaset-63	125	3	,	,	PUNCT
ajaset-63	125	4	h.	h.	PROPN
ajaset-63	125	5	atwal	atwal	PROPN
ajaset-63	125	6	,	,	PUNCT
ajaset-63	125	7	d.	d.	PROPN
ajaset-63	125	8	c.	c.	PROPN
ajaset-63	125	9	rose	rise	VERB
ajaset-63	125	10	,	,	PUNCT
ajaset-63	125	11	g.	g.	PROPN
ajaset-63	125	12	mahalingam	mahalingam	PROPN
ajaset-63	125	13	,	,	PUNCT
ajaset-63	125	14	k.	k.	PROPN
ajaset-63	125	15	ricanek	ricanek	PROPN
ajaset-63	125	16	,	,	PUNCT
ajaset-63	125	17	d.	d.	PROPN
ajaset-63	125	18	s.	s.	PROPN
ajaset-63	125	19	bolme	bolme	PROPN
ajaset-63	125	20	,	,	PUNCT
ajaset-63	125	21	age	age	NOUN
ajaset-63	125	22	,	,	PUNCT
ajaset-63	125	23	gender	gender	NOUN
ajaset-63	125	24	,	,	PUNCT
ajaset-63	125	25	and	and	CCONJ
ajaset-63	125	26	ne	ne	VERB
ajaset-63	125	27	-	-	ADJ
ajaset-63	125	28	grained	grain	VERB
ajaset-63	125	29	ethnicity	ethnicity	NOUN
ajaset-63	125	30	prediction	prediction	NOUN
ajaset-63	125	31	using	use	VERB
ajaset-63	125	32	convo	convo	NOUN
ajaset-63	125	33	-	-	ADJ
ajaset-63	125	34	lutional	lutional	ADJ
ajaset-63	125	35	neural	neural	ADJ
ajaset-63	125	36	networks	network	NOUN
ajaset-63	125	37	for	for	ADP
ajaset-63	125	38	the	the	DET
ajaset-63	125	39	east	east	ADJ
ajaset-63	125	40	asian	asian	ADJ
ajaset-63	125	41	face	face	NOUN
ajaset-63	125	42	dataset	dataset	NOUN
ajaset-63	125	43	,	,	PUNCT
ajaset-63	125	44	in	in	ADP
ajaset-63	125	45	:	:	PUNCT
ajaset-63	125	46	2017	2017	NUM
ajaset-63	125	47	12th	12th	NOUN
ajaset-63	125	48	ieee	ieee	PROPN
ajaset-63	125	49	international	international	ADJ
ajaset-63	125	50	conference	conference	NOUN
ajaset-63	125	51	on	on	ADP
ajaset-63	125	52	automatic	automatic	ADJ
ajaset-63	125	53	face	face	NOUN
ajaset-63	125	54	gesture	gesture	NOUN
ajaset-63	125	55	recognition	recognition	NOUN
ajaset-63	125	56	(	(	PUNCT
ajaset-63	125	57	fg	fg	PROPN
ajaset-63	125	58	2017	2017	NUM
ajaset-63	125	59	)	)	PUNCT
ajaset-63	125	60	,	,	PUNCT
ajaset-63	125	61	2017	2017	NUM
ajaset-63	125	62	,	,	PUNCT
ajaset-63	125	63	pp	pp	ADJ
ajaset-63	125	64	.	.	PUNCT
ajaset-63	126	1	953{960	953{960	X
ajaset-63	126	2	.	.	PUNCT
ajaset-63	126	3	doi:10.1109	doi:10.1109	VERB
ajaset-63	126	4	/	/	SYM
ajaset-63	126	5	fg.2017.118	fg.2017.118	PROPN
ajaset-63	126	6	.	.	PUNCT
ajaset-63	126	7	p.-y	p.-y	PROPN
ajaset-63	126	8	.	.	PUNCT
ajaset-63	127	1	wang	wang	PROPN
ajaset-63	127	2	,	,	PUNCT
ajaset-63	127	3	c.-t	c.-t	PROPN
ajaset-63	127	4	.	.	PUNCT
ajaset-63	128	1	chen	chen	PROPN
ajaset-63	128	2	,	,	PUNCT
ajaset-63	128	3	j.-w	j.-w	PROPN
ajaset-63	128	4	.	.	PUNCT
ajaset-63	129	1	su	su	PROPN
ajaset-63	129	2	,	,	PUNCT
ajaset-63	129	3	t.-y	t.-y	NOUN
ajaset-63	129	4	.	.	PUNCT
ajaset-63	130	1	wang	wang	PROPN
ajaset-63	130	2	,	,	PUNCT
ajaset-63	130	3	s.-h	s.-h	PROPN
ajaset-63	130	4	.	.	PUNCT
ajaset-63	131	1	huang	huang	PROPN
ajaset-63	131	2	,	,	PUNCT
ajaset-63	131	3	deep	deep	ADJ
ajaset-63	131	4	learning	learning	NOUN
ajaset-63	131	5	model	model	NOUN
ajaset-63	131	6	for	for	ADP
ajaset-63	131	7	house	house	NOUN
ajaset-63	131	8	price	price	NOUN
ajaset-63	131	9	prediction	prediction	NOUN
ajaset-63	131	10	using	use	VERB
ajaset-63	131	11	heterogeneous	heterogeneous	ADJ
ajaset-63	131	12	data	datum	NOUN
ajaset-63	131	13	anal	anal	NOUN
ajaset-63	131	14	-	-	PUNCT
ajaset-63	131	15	ysis	ysis	NOUN
ajaset-63	131	16	along	along	ADP
ajaset-63	131	17	with	with	ADP
ajaset-63	131	18	joint	joint	ADJ
ajaset-63	131	19	self	self	NOUN
ajaset-63	131	20	-	-	PUNCT
ajaset-63	131	21	attention	attention	NOUN
ajaset-63	131	22	mechanism	mechanism	NOUN
ajaset-63	131	23	,	,	PUNCT
ajaset-63	131	24	ieee	ieee	NOUN
ajaset-63	131	25	access	access	NOUN
ajaset-63	131	26	9	9	NUM
ajaset-63	131	27	(	(	PUNCT
ajaset-63	131	28	2021	2021	NUM
ajaset-63	131	29	)	)	PUNCT
ajaset-63	131	30	55244{55259	55244{55259	NUM
ajaset-63	131	31	.	.	PUNCT
ajaset-63	132	1	doi:10.1109	doi:10.1109	PROPN
ajaset-63	132	2	/	/	SYM
ajaset-63	132	3	access.2021.3071306	access.2021.3071306	PROPN
ajaset-63	132	4	.	.	PUNCT
ajaset-63	133	1	s.	s.	PROPN
ajaset-63	133	2	rehman	rehman	PROPN
ajaset-63	133	3	,	,	PUNCT
ajaset-63	133	4	s.	s.	PROPN
ajaset-63	133	5	tu	tu	PROPN
ajaset-63	133	6	,	,	PUNCT
ajaset-63	133	7	y.	y.	PROPN
ajaset-63	133	8	huang	huang	PROPN
ajaset-63	133	9	,	,	PUNCT
ajaset-63	133	10	z.	z.	PROPN
ajaset-63	133	11	yang	yang	PROPN
ajaset-63	133	12	,	,	PUNCT
ajaset-63	133	13	face	face	NOUN
ajaset-63	133	14	recognition	recognition	NOUN
ajaset-63	133	15	:	:	PUNCT
ajaset-63	133	16	a	a	DET
ajaset-63	133	17	novel	novel	ADJ
ajaset-63	133	18	un	un	ADJ
ajaset-63	133	19	-	-	ADJ
ajaset-63	133	20	supervised	supervised	ADJ
ajaset-63	133	21	convolutional	convolutional	ADJ
ajaset-63	133	22	neural	neural	ADJ
ajaset-63	133	23	network	network	NOUN
ajaset-63	133	24	method	method	NOUN
ajaset-63	133	25	,	,	PUNCT
ajaset-63	133	26	2016	2016	NUM
ajaset-63	133	27	,	,	PUNCT
ajaset-63	133	28	pp	pp	ADJ
ajaset-63	133	29	.	.	PUNCT
ajaset-63	134	1	139{144	139{144	NUM
ajaset-63	134	2	.	.	PUNCT
ajaset-63	135	1	doi:10.1109	doi:10.1109	VERB
ajaset-63	135	2	/	/	SYM
ajaset-63	135	3	icoacs.2016.7563066	icoacs.2016.7563066	PROPN
ajaset-63	135	4	.	.	PUNCT
ajaset-63	136	1	s.	s.	PROPN
ajaset-63	136	2	s.	s.	PROPN
ajaset-63	136	3	v.	v.	PROPN
ajaset-63	136	4	k.	k.	PROPN
ajaset-63	136	5	ishita	ishita	PROPN
ajaset-63	136	6	verma	verma	PROPN
ajaset-63	136	7	,	,	PUNCT
ajaset-63	136	8	urvi	urvi	NOUN
ajaset-63	136	9	marhatta	marhatta	NOUN
ajaset-63	136	10	,	,	PUNCT
ajaset-63	136	11	age	age	NOUN
ajaset-63	136	12	prediction	prediction	NOUN
ajaset-63	136	13	using	use	VERB
ajaset-63	136	14	im	im	ADJ
ajaset-63	136	15	-	-	PUNCT
ajaset-63	136	16	age	age	NOUN
ajaset-63	136	17	dataset	dataset	NOUN
ajaset-63	136	18	using	use	VERB
ajaset-63	136	19	machine	machine	NOUN
ajaset-63	136	20	learning	learning	NOUN
ajaset-63	136	21	,	,	PUNCT
ajaset-63	136	22	international	international	ADJ
ajaset-63	136	23	journal	journal	NOUN
ajaset-63	136	24	of	of	ADP
ajaset-63	136	25	innovative	innovative	ADJ
ajaset-63	136	26	technology	technology	NOUN
ajaset-63	136	27	and	and	CCONJ
ajaset-63	136	28	exploring	explore	VERB
ajaset-63	136	29	engineering	engineering	NOUN
ajaset-63	136	30	(	(	PUNCT
ajaset-63	136	31	ijitee	ijitee	NOUN
ajaset-63	136	32	)	)	PUNCT
ajaset-63	136	33	8	8	NUM
ajaset-63	136	34	(	(	PUNCT
ajaset-63	136	35	2019	2019	NUM
ajaset-63	136	36	)	)	PUNCT
ajaset-63	136	37	107{113	107{113	NUM
ajaset-63	136	38	}	}	PUNCT
ajaset-63	136	39	.	.	PUNCT
ajaset-63	137	1	z.	z.	PROPN
ajaset-63	137	2	qawaqneh	qawaqneh	PROPN
ajaset-63	137	3	,	,	PUNCT
ajaset-63	137	4	a.	a.	NOUN
ajaset-63	137	5	a.	a.	NOUN
ajaset-63	137	6	mallouh	mallouh	PROPN
ajaset-63	137	7	,	,	PUNCT
ajaset-63	137	8	b.	b.	PROPN
ajaset-63	137	9	d.	d.	PROPN
ajaset-63	137	10	barkana	barkana	PROPN
ajaset-63	137	11	,	,	PUNCT
ajaset-63	137	12	deep	deep	ADJ
ajaset-63	137	13	convolutional	convolutional	ADJ
ajaset-63	137	14	neural	neural	ADJ
ajaset-63	137	15	network	network	NOUN
ajaset-63	137	16	for	for	ADP
ajaset-63	137	17	age	age	NOUN
ajaset-63	137	18	estimation	estimation	NOUN
ajaset-63	137	19	based	base	VERB
ajaset-63	137	20	on	on	ADP
ajaset-63	137	21	vgg	vgg	ADJ
ajaset-63	137	22	-	-	PUNCT
ajaset-63	137	23	face	face	NOUN
ajaset-63	137	24	model	model	NOUN
ajaset-63	137	25	(	(	PUNCT
ajaset-63	137	26	2017	2017	NUM
ajaset-63	137	27	)	)	PUNCT
ajaset-63	137	28	.	.	PUNCT
ajaset-63	138	1	arxiv	arxiv	PROPN
ajaset-63	138	2	:	:	PUNCT
ajaset-63	138	3	1709.01664	1709.01664	NUM
ajaset-63	138	4	.	.	PUNCT