id	sid	tid	token	lemma	pos
fuelectenerg-13158	1	1	13158	13158	NUM
fuelectenerg-13158	1	2	facta	facta	PROPN
fuelectenerg-13158	1	3	universitatis	universitatis	PROPN
fuelectenerg-13158	1	4	series	series	NOUN
fuelectenerg-13158	1	5	:	:	PUNCT
fuelectenerg-13158	1	6	electronics	electronic	NOUN
fuelectenerg-13158	1	7	and	and	CCONJ
fuelectenerg-13158	1	8	energetics	energetic	NOUN
fuelectenerg-13158	1	9	vol	vol	NOUN
fuelectenerg-13158	1	10	.	.	PUNCT
fuelectenerg-13158	1	11	38	38	NUM
fuelectenerg-13158	1	12	,	,	PUNCT
fuelectenerg-13158	1	13	no	no	DET
fuelectenerg-13158	1	14	2	2	NUM
fuelectenerg-13158	1	15	,	,	PUNCT
fuelectenerg-13158	1	16	june	june	PROPN
fuelectenerg-13158	1	17	2025	2025	NUM
fuelectenerg-13158	1	18	,	,	PUNCT
fuelectenerg-13158	1	19	pp	pp	ADV
fuelectenerg-13158	1	20	.	.	PUNCT
fuelectenerg-13158	1	21	355	355	NUM
fuelectenerg-13158	1	22	374	374	NUM
fuelectenerg-13158	1	23	https://doi.org/10.2298/fuee2502355v	https://doi.org/10.2298/fuee2502355v	NOUN
fuelectenerg-13158	1	24	©	©	PROPN
fuelectenerg-13158	1	25	2025	2025	NUM
fuelectenerg-13158	1	26	by	by	ADP
fuelectenerg-13158	1	27	university	university	PROPN
fuelectenerg-13158	1	28	of	of	ADP
fuelectenerg-13158	1	29	niš	niš	PROPN
fuelectenerg-13158	1	30	,	,	PUNCT
fuelectenerg-13158	1	31	serbia	serbia	PROPN
fuelectenerg-13158	1	32	|	|	ADV
fuelectenerg-13158	1	33	creative	creative	ADJ
fuelectenerg-13158	1	34	commons	common	NOUN
fuelectenerg-13158	1	35	license	license	NOUN
fuelectenerg-13158	1	36	:	:	PUNCT
fuelectenerg-13158	1	37	cc	cc	VERB
fuelectenerg-13158	1	38	by	by	ADP
fuelectenerg-13158	1	39	-	-	PUNCT
fuelectenerg-13158	1	40	nc	nc	VERB
fuelectenerg-13158	1	41	-	-	PUNCT
fuelectenerg-13158	1	42	nd	nd	ADV
fuelectenerg-13158	1	43	original	original	ADJ
fuelectenerg-13158	1	44	scientific	scientific	ADJ
fuelectenerg-13158	1	45	paper	paper	NOUN
fuelectenerg-13158	1	46	machine	machine	NOUN
fuelectenerg-13158	1	47	learning	learning	NOUN
fuelectenerg-13158	1	48	-	-	PUNCT
fuelectenerg-13158	1	49	driven	drive	VERB
fuelectenerg-13158	1	50	statistical	statistical	ADJ
fuelectenerg-13158	1	51	analysis	analysis	NOUN
fuelectenerg-13158	1	52	of	of	ADP
fuelectenerg-13158	1	53	indian	indian	ADJ
fuelectenerg-13158	1	54	restaurants	restaurant	NOUN
fuelectenerg-13158	1	55	:	:	PUNCT
fuelectenerg-13158	1	56	insights	insight	NOUN
fuelectenerg-13158	1	57	from	from	ADP
fuelectenerg-13158	1	58	the	the	DET
fuelectenerg-13158	1	59	zomato	zomato	NOUN
fuelectenerg-13158	1	60	dataset	dataset	PROPN
fuelectenerg-13158	1	61	ayushi	ayushi	PROPN
fuelectenerg-13158	1	62	vaidhy1	vaidhy1	PROPN
fuelectenerg-13158	1	63	,	,	PUNCT
fuelectenerg-13158	1	64	deepak	deepak	PROPN
fuelectenerg-13158	1	65	batham2	batham2	PROPN
fuelectenerg-13158	1	66	,	,	PUNCT
fuelectenerg-13158	1	67	rachit	rachit	PROPN
fuelectenerg-13158	1	68	jain3	jain3	PROPN
fuelectenerg-13158	1	69	,	,	PUNCT
fuelectenerg-13158	1	70	amit	amit	PROPN
fuelectenerg-13158	1	71	kumar	kumar	PROPN
fuelectenerg-13158	1	72	manjhwar1	manjhwar1	PROPN
fuelectenerg-13158	1	73	1dept	1dept	NUM
fuelectenerg-13158	1	74	.	.	PUNCT
fuelectenerg-13158	1	75	of	of	ADP
fuelectenerg-13158	1	76	computer	computer	NOUN
fuelectenerg-13158	1	77	science	science	NOUN
fuelectenerg-13158	1	78	engineering	engineering	NOUN
fuelectenerg-13158	1	79	,	,	PUNCT
fuelectenerg-13158	1	80	madhav	madhav	PROPN
fuelectenerg-13158	1	81	institute	institute	PROPN
fuelectenerg-13158	1	82	of	of	ADP
fuelectenerg-13158	1	83	technology	technology	PROPN
fuelectenerg-13158	1	84	&	&	CCONJ
fuelectenerg-13158	1	85	science	science	PROPN
fuelectenerg-13158	1	86	,	,	PUNCT
fuelectenerg-13158	1	87	deemed	deem	VERB
fuelectenerg-13158	1	88	university	university	NOUN
fuelectenerg-13158	1	89	,	,	PUNCT
fuelectenerg-13158	1	90	gwalior	gwalior	PROPN
fuelectenerg-13158	1	91	,	,	PUNCT
fuelectenerg-13158	1	92	india	india	PROPN
fuelectenerg-13158	1	93	2dept	2dept	NUM
fuelectenerg-13158	1	94	.	.	PUNCT
fuelectenerg-13158	1	95	of	of	ADP
fuelectenerg-13158	1	96	electronics	electronic	NOUN
fuelectenerg-13158	1	97	engineering	engineering	NOUN
fuelectenerg-13158	1	98	,	,	PUNCT
fuelectenerg-13158	1	99	madhav	madhav	PROPN
fuelectenerg-13158	1	100	institute	institute	PROPN
fuelectenerg-13158	1	101	of	of	ADP
fuelectenerg-13158	1	102	technology	technology	PROPN
fuelectenerg-13158	1	103	&	&	CCONJ
fuelectenerg-13158	1	104	science	science	PROPN
fuelectenerg-13158	1	105	,	,	PUNCT
fuelectenerg-13158	1	106	deemed	deem	VERB
fuelectenerg-13158	1	107	university	university	NOUN
fuelectenerg-13158	1	108	,	,	PUNCT
fuelectenerg-13158	1	109	gwalior	gwalior	PROPN
fuelectenerg-13158	1	110	,	,	PUNCT
fuelectenerg-13158	1	111	india	india	PROPN
fuelectenerg-13158	1	112	3dept	3dept	NUM
fuelectenerg-13158	1	113	.	.	PUNCT
fuelectenerg-13158	1	114	of	of	ADP
fuelectenerg-13158	1	115	it	it	PRON
fuelectenerg-13158	1	116	,	,	PUNCT
fuelectenerg-13158	1	117	prestige	prestige	NOUN
fuelectenerg-13158	1	118	institute	institute	NOUN
fuelectenerg-13158	1	119	of	of	ADP
fuelectenerg-13158	1	120	management	management	PROPN
fuelectenerg-13158	1	121	&	&	CCONJ
fuelectenerg-13158	1	122	research	research	PROPN
fuelectenerg-13158	1	123	,	,	PUNCT
fuelectenerg-13158	1	124	gwalior	gwalior	PROPN
fuelectenerg-13158	1	125	,	,	PUNCT
fuelectenerg-13158	1	126	india	india	PROPN
fuelectenerg-13158	1	127	orcid	orcid	PROPN
fuelectenerg-13158	1	128	ids	ids	PROPN
fuelectenerg-13158	1	129	:	:	PUNCT
fuelectenerg-13158	1	130	ayushi	ayushi	PROPN
fuelectenerg-13158	1	131	vaidhy	vaidhy	PROPN
fuelectenerg-13158	1	132	https://orcid.org/0009-0007-8701-9685	https://orcid.org/0009-0007-8701-9685	PROPN
fuelectenerg-13158	1	133	deepak	deepak	PROPN
fuelectenerg-13158	1	134	batham	batham	PROPN
fuelectenerg-13158	1	135	https://orcid.org/0000-0003-4499-7239	https://orcid.org/0000-0003-4499-7239	PROPN
fuelectenerg-13158	1	136	rachit	rachit	PROPN
fuelectenerg-13158	1	137	jain	jain	PROPN
fuelectenerg-13158	1	138	https://orcid.org/0000-0002-3001-2438	https://orcid.org/0000-0002-3001-2438	PROPN
fuelectenerg-13158	1	139	amit	amit	PROPN
fuelectenerg-13158	1	140	kumar	kumar	PROPN
fuelectenerg-13158	1	141	manjhwar	manjhwar	PROPN
fuelectenerg-13158	1	142	https://orcid.org/0000-0002-9577-6295	https://orcid.org/0000-0002-9577-6295	PROPN
fuelectenerg-13158	1	143	abstract	abstract	NOUN
fuelectenerg-13158	1	144	.	.	PUNCT
fuelectenerg-13158	2	1	advances	advance	NOUN
fuelectenerg-13158	2	2	in	in	ADP
fuelectenerg-13158	2	3	technology	technology	NOUN
fuelectenerg-13158	2	4	and	and	CCONJ
fuelectenerg-13158	2	5	web	web	NOUN
fuelectenerg-13158	2	6	applications	application	NOUN
fuelectenerg-13158	2	7	,	,	PUNCT
fuelectenerg-13158	2	8	such	such	ADJ
fuelectenerg-13158	2	9	as	as	ADP
fuelectenerg-13158	2	10	zomato	zomato	NOUN
fuelectenerg-13158	2	11	,	,	PUNCT
fuelectenerg-13158	2	12	have	have	AUX
fuelectenerg-13158	2	13	significantly	significantly	ADV
fuelectenerg-13158	2	14	transformed	transform	VERB
fuelectenerg-13158	2	15	the	the	DET
fuelectenerg-13158	2	16	restaurant	restaurant	NOUN
fuelectenerg-13158	2	17	industry	industry	NOUN
fuelectenerg-13158	2	18	by	by	ADP
fuelectenerg-13158	2	19	catering	cater	VERB
fuelectenerg-13158	2	20	to	to	PART
fuelectenerg-13158	2	21	diverse	diverse	VERB
fuelectenerg-13158	2	22	culinary	culinary	ADJ
fuelectenerg-13158	2	23	preferences	preference	NOUN
fuelectenerg-13158	2	24	and	and	CCONJ
fuelectenerg-13158	2	25	offering	offer	VERB
fuelectenerg-13158	2	26	a	a	DET
fuelectenerg-13158	2	27	wide	wide	ADJ
fuelectenerg-13158	2	28	variety	variety	NOUN
fuelectenerg-13158	2	29	of	of	ADP
fuelectenerg-13158	2	30	food	food	NOUN
fuelectenerg-13158	2	31	options	option	NOUN
fuelectenerg-13158	2	32	to	to	ADP
fuelectenerg-13158	2	33	customers	customer	NOUN
fuelectenerg-13158	2	34	.	.	PUNCT
fuelectenerg-13158	3	1	this	this	DET
fuelectenerg-13158	3	2	platform	platform	NOUN
fuelectenerg-13158	3	3	stores	store	VERB
fuelectenerg-13158	3	4	a	a	DET
fuelectenerg-13158	3	5	vast	vast	ADJ
fuelectenerg-13158	3	6	amount	amount	NOUN
fuelectenerg-13158	3	7	of	of	ADP
fuelectenerg-13158	3	8	data	datum	NOUN
fuelectenerg-13158	3	9	that	that	PRON
fuelectenerg-13158	3	10	can	can	AUX
fuelectenerg-13158	3	11	be	be	AUX
fuelectenerg-13158	3	12	analyzed	analyze	VERB
fuelectenerg-13158	3	13	for	for	ADP
fuelectenerg-13158	3	14	valuable	valuable	ADJ
fuelectenerg-13158	3	15	insights	insight	NOUN
fuelectenerg-13158	3	16	.	.	PUNCT
fuelectenerg-13158	4	1	the	the	DET
fuelectenerg-13158	4	2	paper	paper	NOUN
fuelectenerg-13158	4	3	examines	examine	VERB
fuelectenerg-13158	4	4	dining	dining	NOUN
fuelectenerg-13158	4	5	habits	habit	NOUN
fuelectenerg-13158	4	6	and	and	CCONJ
fuelectenerg-13158	4	7	restaurant	restaurant	NOUN
fuelectenerg-13158	4	8	performance	performance	NOUN
fuelectenerg-13158	4	9	through	through	ADP
fuelectenerg-13158	4	10	exploratory	exploratory	ADJ
fuelectenerg-13158	4	11	data	datum	NOUN
fuelectenerg-13158	4	12	analysis	analysis	NOUN
fuelectenerg-13158	4	13	(	(	PUNCT
fuelectenerg-13158	4	14	eda	eda	X
fuelectenerg-13158	4	15	)	)	PUNCT
fuelectenerg-13158	4	16	and	and	CCONJ
fuelectenerg-13158	4	17	machine	machine	NOUN
fuelectenerg-13158	4	18	learning	learning	NOUN
fuelectenerg-13158	4	19	(	(	PUNCT
fuelectenerg-13158	4	20	ml	ml	NOUN
fuelectenerg-13158	4	21	)	)	PUNCT
fuelectenerg-13158	4	22	algorithms	algorithm	NOUN
fuelectenerg-13158	4	23	,	,	PUNCT
fuelectenerg-13158	4	24	helping	help	VERB
fuelectenerg-13158	4	25	customers	customer	NOUN
fuelectenerg-13158	4	26	find	find	VERB
fuelectenerg-13158	4	27	the	the	DET
fuelectenerg-13158	4	28	best	good	ADJ
fuelectenerg-13158	4	29	restaurants	restaurant	NOUN
fuelectenerg-13158	4	30	based	base	VERB
fuelectenerg-13158	4	31	on	on	ADP
fuelectenerg-13158	4	32	cost	cost	NOUN
fuelectenerg-13158	4	33	,	,	PUNCT
fuelectenerg-13158	4	34	ratings	rating	NOUN
fuelectenerg-13158	4	35	,	,	PUNCT
fuelectenerg-13158	4	36	location	location	NOUN
fuelectenerg-13158	4	37	,	,	PUNCT
fuelectenerg-13158	4	38	food	food	NOUN
fuelectenerg-13158	4	39	quality	quality	NOUN
fuelectenerg-13158	4	40	,	,	PUNCT
fuelectenerg-13158	4	41	and	and	CCONJ
fuelectenerg-13158	4	42	service	service	NOUN
fuelectenerg-13158	4	43	.	.	PUNCT
fuelectenerg-13158	5	1	the	the	DET
fuelectenerg-13158	5	2	study	study	NOUN
fuelectenerg-13158	5	3	applies	apply	VERB
fuelectenerg-13158	5	4	several	several	ADJ
fuelectenerg-13158	5	5	ml	ml	NOUN
fuelectenerg-13158	5	6	models	model	NOUN
fuelectenerg-13158	5	7	,	,	PUNCT
fuelectenerg-13158	5	8	including	include	VERB
fuelectenerg-13158	5	9	linear	linear	PROPN
fuelectenerg-13158	5	10	regression	regression	NOUN
fuelectenerg-13158	5	11	(	(	PUNCT
fuelectenerg-13158	5	12	lr	lr	NOUN
fuelectenerg-13158	5	13	)	)	PUNCT
fuelectenerg-13158	5	14	,	,	PUNCT
fuelectenerg-13158	5	15	decision	decision	NOUN
fuelectenerg-13158	5	16	tree	tree	NOUN
fuelectenerg-13158	5	17	(	(	PUNCT
fuelectenerg-13158	5	18	dt	dt	PROPN
fuelectenerg-13158	5	19	)	)	PUNCT
fuelectenerg-13158	5	20	,	,	PUNCT
fuelectenerg-13158	5	21	random	random	ADJ
fuelectenerg-13158	5	22	forest	forest	NOUN
fuelectenerg-13158	5	23	(	(	PUNCT
fuelectenerg-13158	5	24	rf	rf	NOUN
fuelectenerg-13158	5	25	)	)	PUNCT
fuelectenerg-13158	5	26	,	,	PUNCT
fuelectenerg-13158	5	27	gradient	gradient	NOUN
fuelectenerg-13158	5	28	boosting	boosting	NOUN
fuelectenerg-13158	5	29	(	(	PUNCT
fuelectenerg-13158	5	30	gb	gb	NOUN
fuelectenerg-13158	5	31	)	)	PUNCT
fuelectenerg-13158	5	32	,	,	PUNCT
fuelectenerg-13158	5	33	xgboost	xgboost	PROPN
fuelectenerg-13158	5	34	,	,	PUNCT
fuelectenerg-13158	5	35	k	k	ADJ
fuelectenerg-13158	5	36	-	-	PUNCT
fuelectenerg-13158	5	37	nearest	near	ADJ
fuelectenerg-13158	5	38	neighbors	neighbor	NOUN
fuelectenerg-13158	5	39	(	(	PUNCT
fuelectenerg-13158	5	40	knn	knn	PROPN
fuelectenerg-13158	5	41	)	)	PUNCT
fuelectenerg-13158	5	42	,	,	PUNCT
fuelectenerg-13158	5	43	and	and	CCONJ
fuelectenerg-13158	5	44	lasso	lasso	NOUN
fuelectenerg-13158	5	45	to	to	ADP
fuelectenerg-13158	5	46	the	the	DET
fuelectenerg-13158	5	47	zomato	zomato	NOUN
fuelectenerg-13158	5	48	dataset	dataset	NOUN
fuelectenerg-13158	5	49	.	.	PUNCT
fuelectenerg-13158	6	1	the	the	DET
fuelectenerg-13158	6	2	results	result	NOUN
fuelectenerg-13158	6	3	are	be	AUX
fuelectenerg-13158	6	4	evaluated	evaluate	VERB
fuelectenerg-13158	6	5	using	use	VERB
fuelectenerg-13158	6	6	metrics	metric	NOUN
fuelectenerg-13158	6	7	such	such	ADJ
fuelectenerg-13158	6	8	as	as	ADP
fuelectenerg-13158	6	9	accuracy	accuracy	NOUN
fuelectenerg-13158	6	10	,	,	PUNCT
fuelectenerg-13158	6	11	mean	mean	ADJ
fuelectenerg-13158	6	12	absolute	absolute	ADJ
fuelectenerg-13158	6	13	error	error	NOUN
fuelectenerg-13158	6	14	(	(	PUNCT
fuelectenerg-13158	6	15	mae	mae	PROPN
fuelectenerg-13158	6	16	)	)	PUNCT
fuelectenerg-13158	6	17	,	,	PUNCT
fuelectenerg-13158	6	18	model	model	NOUN
fuelectenerg-13158	6	19	fit	fit	ADJ
fuelectenerg-13158	6	20	time	time	NOUN
fuelectenerg-13158	6	21	,	,	PUNCT
fuelectenerg-13158	6	22	and	and	CCONJ
fuelectenerg-13158	6	23	model	model	NOUN
fuelectenerg-13158	6	24	prediction	prediction	NOUN
fuelectenerg-13158	6	25	time	time	NOUN
fuelectenerg-13158	6	26	.	.	PUNCT
fuelectenerg-13158	7	1	among	among	ADP
fuelectenerg-13158	7	2	these	these	DET
fuelectenerg-13158	7	3	models	model	NOUN
fuelectenerg-13158	7	4	,	,	PUNCT
fuelectenerg-13158	7	5	dt	dt	PUNCT
fuelectenerg-13158	7	6	and	and	CCONJ
fuelectenerg-13158	7	7	rf	rf	NOUN
fuelectenerg-13158	7	8	show	show	VERB
fuelectenerg-13158	7	9	the	the	DET
fuelectenerg-13158	7	10	highest	high	ADJ
fuelectenerg-13158	7	11	predictive	predictive	ADJ
fuelectenerg-13158	7	12	accuracy	accuracy	NOUN
fuelectenerg-13158	7	13	,	,	PUNCT
fuelectenerg-13158	7	14	with	with	ADP
fuelectenerg-13158	7	15	rf	rf	NOUN
fuelectenerg-13158	7	16	achieving	achieve	VERB
fuelectenerg-13158	7	17	97.86	97.86	NUM
fuelectenerg-13158	7	18	%	%	NOUN
fuelectenerg-13158	7	19	and	and	CCONJ
fuelectenerg-13158	7	20	outperforming	outperform	VERB
fuelectenerg-13158	7	21	other	other	ADJ
fuelectenerg-13158	7	22	algorithms	algorithm	NOUN
fuelectenerg-13158	7	23	.	.	PUNCT
fuelectenerg-13158	8	1	these	these	DET
fuelectenerg-13158	8	2	findings	finding	NOUN
fuelectenerg-13158	8	3	provide	provide	VERB
fuelectenerg-13158	8	4	restaurant	restaurant	NOUN
fuelectenerg-13158	8	5	owners	owner	NOUN
fuelectenerg-13158	8	6	with	with	ADP
fuelectenerg-13158	8	7	valuable	valuable	ADJ
fuelectenerg-13158	8	8	insights	insight	NOUN
fuelectenerg-13158	8	9	to	to	PART
fuelectenerg-13158	8	10	enhance	enhance	VERB
fuelectenerg-13158	8	11	customer	customer	NOUN
fuelectenerg-13158	8	12	satisfaction	satisfaction	NOUN
fuelectenerg-13158	8	13	,	,	PUNCT
fuelectenerg-13158	8	14	optimize	optimize	NOUN
fuelectenerg-13158	8	15	pricing	pricing	NOUN
fuelectenerg-13158	8	16	,	,	PUNCT
fuelectenerg-13158	8	17	and	and	CCONJ
fuelectenerg-13158	8	18	improve	improve	VERB
fuelectenerg-13158	8	19	service	service	NOUN
fuelectenerg-13158	8	20	quality	quality	NOUN
fuelectenerg-13158	8	21	.	.	PUNCT
fuelectenerg-13158	9	1	the	the	DET
fuelectenerg-13158	9	2	study	study	NOUN
fuelectenerg-13158	9	3	also	also	ADV
fuelectenerg-13158	9	4	demonstrates	demonstrate	VERB
fuelectenerg-13158	9	5	the	the	DET
fuelectenerg-13158	9	6	important	important	ADJ
fuelectenerg-13158	9	7	role	role	NOUN
fuelectenerg-13158	9	8	of	of	ADP
fuelectenerg-13158	9	9	ml	ml	NOUN
fuelectenerg-13158	9	10	in	in	ADP
fuelectenerg-13158	9	11	the	the	DET
fuelectenerg-13158	9	12	restaurant	restaurant	NOUN
fuelectenerg-13158	9	13	industry	industry	NOUN
fuelectenerg-13158	9	14	and	and	CCONJ
fuelectenerg-13158	9	15	suggests	suggest	VERB
fuelectenerg-13158	9	16	future	future	ADJ
fuelectenerg-13158	9	17	opportunities	opportunity	NOUN
fuelectenerg-13158	9	18	for	for	ADP
fuelectenerg-13158	9	19	integrating	integrate	VERB
fuelectenerg-13158	9	20	realtime	realtime	NOUN
fuelectenerg-13158	9	21	data	datum	NOUN
fuelectenerg-13158	9	22	,	,	PUNCT
fuelectenerg-13158	9	23	deep	deep	ADJ
fuelectenerg-13158	9	24	learning	learning	NOUN
fuelectenerg-13158	9	25	models	model	NOUN
fuelectenerg-13158	9	26	,	,	PUNCT
fuelectenerg-13158	9	27	and	and	CCONJ
fuelectenerg-13158	9	28	sentiment	sentiment	NOUN
fuelectenerg-13158	9	29	analysis	analysis	NOUN
fuelectenerg-13158	9	30	to	to	PART
fuelectenerg-13158	9	31	offer	offer	VERB
fuelectenerg-13158	9	32	even	even	ADV
fuelectenerg-13158	9	33	more	more	ADV
fuelectenerg-13158	9	34	precise	precise	ADJ
fuelectenerg-13158	9	35	predictions	prediction	NOUN
fuelectenerg-13158	9	36	and	and	CCONJ
fuelectenerg-13158	9	37	insights	insight	NOUN
fuelectenerg-13158	9	38	.	.	PUNCT
fuelectenerg-13158	10	1	key	key	ADJ
fuelectenerg-13158	10	2	words	word	NOUN
fuelectenerg-13158	10	3	:	:	PUNCT
fuelectenerg-13158	10	4	machine	machine	NOUN
fuelectenerg-13158	10	5	learning	learning	NOUN
fuelectenerg-13158	10	6	,	,	PUNCT
fuelectenerg-13158	10	7	eda	eda	PROPN
fuelectenerg-13158	10	8	,	,	PUNCT
fuelectenerg-13158	10	9	zomato	zomato	NOUN
fuelectenerg-13158	10	10	,	,	PUNCT
fuelectenerg-13158	10	11	data	datum	NOUN
fuelectenerg-13158	10	12	analysis	analysis	NOUN
fuelectenerg-13158	10	13	,	,	PUNCT
fuelectenerg-13158	10	14	accuracy	accuracy	NOUN
fuelectenerg-13158	10	15	received	receive	VERB
fuelectenerg-13158	10	16	october	october	PROPN
fuelectenerg-13158	10	17	29	29	NUM
fuelectenerg-13158	10	18	,	,	PUNCT
fuelectenerg-13158	10	19	2024	2024	NUM
fuelectenerg-13158	10	20	;	;	PUNCT
fuelectenerg-13158	10	21	revised	revise	VERB
fuelectenerg-13158	10	22	february	february	PROPN
fuelectenerg-13158	10	23	17	17	NUM
fuelectenerg-13158	10	24	,	,	PUNCT
fuelectenerg-13158	10	25	2025	2025	NUM
fuelectenerg-13158	10	26	and	and	CCONJ
fuelectenerg-13158	10	27	march	march	PROPN
fuelectenerg-13158	10	28	4	4	NUM
fuelectenerg-13158	10	29	,	,	PUNCT
fuelectenerg-13158	10	30	2025	2025	NUM
fuelectenerg-13158	10	31	;	;	PUNCT
fuelectenerg-13158	10	32	accepted	accept	VERB
fuelectenerg-13158	10	33	march	march	PROPN
fuelectenerg-13158	10	34	9	9	NUM
fuelectenerg-13158	10	35	,	,	PUNCT
fuelectenerg-13158	10	36	2025	2025	NUM
fuelectenerg-13158	10	37	corresponding	correspond	VERB
fuelectenerg-13158	10	38	author	author	NOUN
fuelectenerg-13158	10	39	:	:	PUNCT
fuelectenerg-13158	10	40	rachit	rachit	PROPN
fuelectenerg-13158	10	41	jain	jain	PROPN
fuelectenerg-13158	10	42	dept	dept	PROPN
fuelectenerg-13158	10	43	.	.	PROPN
fuelectenerg-13158	10	44	of	of	ADP
fuelectenerg-13158	10	45	it	it	PRON
fuelectenerg-13158	10	46	,	,	PUNCT
fuelectenerg-13158	10	47	prestige	prestige	NOUN
fuelectenerg-13158	10	48	institute	institute	NOUN
fuelectenerg-13158	10	49	of	of	ADP
fuelectenerg-13158	10	50	management	management	PROPN
fuelectenerg-13158	10	51	&	&	CCONJ
fuelectenerg-13158	10	52	research	research	PROPN
fuelectenerg-13158	10	53	,	,	PUNCT
fuelectenerg-13158	10	54	gwalior	gwalior	PROPN
fuelectenerg-13158	10	55	,	,	PUNCT
fuelectenerg-13158	10	56	india	india	PROPN
fuelectenerg-13158	10	57	e	e	PROPN
fuelectenerg-13158	10	58	-	-	NOUN
fuelectenerg-13158	10	59	mail	mail	NOUN
fuelectenerg-13158	10	60	:	:	PUNCT
fuelectenerg-13158	10	61	rachit2709@gmail.com	rachit2709@gmail.com	PROPN
fuelectenerg-13158	10	62	https://orcid.org/0009-0007-8701-9685	https://orcid.org/0009-0007-8701-9685	PROPN
fuelectenerg-13158	10	63	https://orcid.org/0009-0007-8701-9685	https://orcid.org/0009-0007-8701-9685	PROPN
fuelectenerg-13158	10	64	https://orcid.org/0000-0003-4499-7239	https://orcid.org/0000-0003-4499-7239	VERB
fuelectenerg-13158	10	65	https://orcid.org/0000-0002-3001-2438	https://orcid.org/0000-0002-3001-2438	ADJ
fuelectenerg-13158	10	66	https://orcid.org/0000-0002-9577-6295	https://orcid.org/0000-0002-9577-6295	PROPN
fuelectenerg-13158	10	67	356	356	NUM
fuelectenerg-13158	10	68	a.	a.	NOUN
fuelectenerg-13158	10	69	vaidhy	vaidhy	NOUN
fuelectenerg-13158	10	70	,	,	PUNCT
fuelectenerg-13158	10	71	d.	d.	PROPN
fuelectenerg-13158	10	72	batham	batham	PROPN
fuelectenerg-13158	10	73	,	,	PUNCT
fuelectenerg-13158	10	74	r.	r.	PROPN
fuelectenerg-13158	10	75	jain	jain	PROPN
fuelectenerg-13158	10	76	,	,	PUNCT
fuelectenerg-13158	10	77	a.	a.	NOUN
fuelectenerg-13158	10	78	manjhwar	manjhwar	NOUN
fuelectenerg-13158	10	79	1	1	NUM
fuelectenerg-13158	10	80	.	.	X
fuelectenerg-13158	11	1	introduction	introduction	NOUN
fuelectenerg-13158	11	2	the	the	DET
fuelectenerg-13158	11	3	global	global	ADJ
fuelectenerg-13158	11	4	restaurant	restaurant	NOUN
fuelectenerg-13158	11	5	industries	industry	NOUN
fuelectenerg-13158	11	6	are	be	AUX
fuelectenerg-13158	11	7	undergoing	undergo	VERB
fuelectenerg-13158	11	8	a	a	DET
fuelectenerg-13158	11	9	profound	profound	ADJ
fuelectenerg-13158	11	10	transformation	transformation	NOUN
fuelectenerg-13158	11	11	driven	drive	VERB
fuelectenerg-13158	11	12	by	by	ADP
fuelectenerg-13158	11	13	the	the	DET
fuelectenerg-13158	11	14	technological	technological	ADJ
fuelectenerg-13158	11	15	advancements	advancement	NOUN
fuelectenerg-13158	11	16	,	,	PUNCT
fuelectenerg-13158	11	17	shifting	shift	VERB
fuelectenerg-13158	11	18	consumer	consumer	NOUN
fuelectenerg-13158	11	19	expectations	expectation	NOUN
fuelectenerg-13158	11	20	,	,	PUNCT
fuelectenerg-13158	11	21	multiple	multiple	ADJ
fuelectenerg-13158	11	22	culinary	culinary	ADJ
fuelectenerg-13158	11	23	choices	choice	NOUN
fuelectenerg-13158	11	24	,	,	PUNCT
fuelectenerg-13158	11	25	diverse	diverse	ADJ
fuelectenerg-13158	11	26	food	food	NOUN
fuelectenerg-13158	11	27	quality	quality	NOUN
fuelectenerg-13158	11	28	and	and	CCONJ
fuelectenerg-13158	11	29	tastes	taste	NOUN
fuelectenerg-13158	11	30	,	,	PUNCT
fuelectenerg-13158	11	31	and	and	CCONJ
fuelectenerg-13158	11	32	an	an	DET
fuelectenerg-13158	11	33	unprecedented	unprecedented	ADJ
fuelectenerg-13158	11	34	surge	surge	NOUN
fuelectenerg-13158	11	35	in	in	ADP
fuelectenerg-13158	11	36	data	datum	NOUN
fuelectenerg-13158	11	37	available	available	ADJ
fuelectenerg-13158	11	38	through	through	ADP
fuelectenerg-13158	11	39	online	online	ADJ
fuelectenerg-13158	11	40	platforms	platform	NOUN
fuelectenerg-13158	11	41	like	like	ADP
fuelectenerg-13158	11	42	youtube	youtube	NOUN
fuelectenerg-13158	11	43	,	,	PUNCT
fuelectenerg-13158	11	44	facebook	facebook	NOUN
fuelectenerg-13158	11	45	,	,	PUNCT
fuelectenerg-13158	11	46	whatsapp	whatsapp	NOUN
fuelectenerg-13158	11	47	,	,	PUNCT
fuelectenerg-13158	11	48	instagram	instagram	PROPN
fuelectenerg-13158	11	49	,	,	PUNCT
fuelectenerg-13158	11	50	and	and	CCONJ
fuelectenerg-13158	11	51	restaurant	restaurant	NOUN
fuelectenerg-13158	11	52	websites	website	NOUN
fuelectenerg-13158	11	53	.	.	PUNCT
fuelectenerg-13158	12	1	this	this	DET
fuelectenerg-13158	12	2	wealth	wealth	NOUN
fuelectenerg-13158	12	3	of	of	ADP
fuelectenerg-13158	12	4	data	datum	NOUN
fuelectenerg-13158	12	5	,	,	PUNCT
fuelectenerg-13158	12	6	particularly	particularly	ADV
fuelectenerg-13158	12	7	customer	customer	NOUN
fuelectenerg-13158	12	8	reviews	review	NOUN
fuelectenerg-13158	12	9	,	,	PUNCT
fuelectenerg-13158	12	10	is	be	AUX
fuelectenerg-13158	12	11	reshaping	reshape	VERB
fuelectenerg-13158	12	12	the	the	DET
fuelectenerg-13158	12	13	restaurant	restaurant	NOUN
fuelectenerg-13158	12	14	landscape	landscape	NOUN
fuelectenerg-13158	12	15	[	[	X
fuelectenerg-13158	12	16	1	1	NUM
fuelectenerg-13158	12	17	]	]	PUNCT
fuelectenerg-13158	12	18	.	.	PUNCT
fuelectenerg-13158	13	1	the	the	DET
fuelectenerg-13158	13	2	restaurant	restaurant	NOUN
fuelectenerg-13158	13	3	industries	industry	NOUN
fuelectenerg-13158	13	4	are	be	AUX
fuelectenerg-13158	13	5	encountering	encounter	VERB
fuelectenerg-13158	13	6	unique	unique	ADJ
fuelectenerg-13158	13	7	challenges	challenge	NOUN
fuelectenerg-13158	13	8	,	,	PUNCT
fuelectenerg-13158	13	9	but	but	CCONJ
fuelectenerg-13158	13	10	also	also	ADV
fuelectenerg-13158	13	11	huge	huge	ADJ
fuelectenerg-13158	13	12	opportunities	opportunity	NOUN
fuelectenerg-13158	13	13	,	,	PUNCT
fuelectenerg-13158	13	14	thanks	thank	NOUN
fuelectenerg-13158	13	15	to	to	ADP
fuelectenerg-13158	13	16	the	the	DET
fuelectenerg-13158	13	17	fusion	fusion	NOUN
fuelectenerg-13158	13	18	of	of	ADP
fuelectenerg-13158	13	19	data	datum	NOUN
fuelectenerg-13158	13	20	science	science	NOUN
fuelectenerg-13158	13	21	and	and	CCONJ
fuelectenerg-13158	13	22	artificial	artificial	ADJ
fuelectenerg-13158	13	23	intelligence	intelligence	NOUN
fuelectenerg-13158	13	24	(	(	PUNCT
fuelectenerg-13158	13	25	ai	ai	NOUN
fuelectenerg-13158	13	26	)	)	PUNCT
fuelectenerg-13158	13	27	tools	tool	NOUN
fuelectenerg-13158	13	28	,	,	PUNCT
fuelectenerg-13158	13	29	powered	power	VERB
fuelectenerg-13158	13	30	by	by	ADP
fuelectenerg-13158	13	31	machine	machine	NOUN
fuelectenerg-13158	13	32	learning	learning	NOUN
fuelectenerg-13158	13	33	(	(	PUNCT
fuelectenerg-13158	13	34	ml	ml	NOUN
fuelectenerg-13158	13	35	)	)	PUNCT
fuelectenerg-13158	13	36	algorithms	algorithm	NOUN
fuelectenerg-13158	13	37	.	.	PUNCT
fuelectenerg-13158	14	1	these	these	DET
fuelectenerg-13158	14	2	technologies	technology	NOUN
fuelectenerg-13158	14	3	are	be	AUX
fuelectenerg-13158	14	4	revolutionizing	revolutionize	VERB
fuelectenerg-13158	14	5	how	how	SCONJ
fuelectenerg-13158	14	6	restaurants	restaurant	NOUN
fuelectenerg-13158	14	7	predict	predict	VERB
fuelectenerg-13158	14	8	price	price	NOUN
fuelectenerg-13158	14	9	,	,	PUNCT
fuelectenerg-13158	14	10	assess	assess	VERB
fuelectenerg-13158	14	11	food	food	NOUN
fuelectenerg-13158	14	12	quality	quality	NOUN
fuelectenerg-13158	14	13	,	,	PUNCT
fuelectenerg-13158	14	14	and	and	CCONJ
fuelectenerg-13158	14	15	understand	understand	VERB
fuelectenerg-13158	14	16	customer	customer	NOUN
fuelectenerg-13158	14	17	preferences	preference	NOUN
fuelectenerg-13158	14	18	,	,	PUNCT
fuelectenerg-13158	14	19	serving	serve	VERB
fuelectenerg-13158	14	20	as	as	ADP
fuelectenerg-13158	14	21	a	a	DET
fuelectenerg-13158	14	22	key	key	ADJ
fuelectenerg-13158	14	23	driver	driver	NOUN
fuelectenerg-13158	14	24	for	for	ADP
fuelectenerg-13158	14	25	sustainable	sustainable	ADJ
fuelectenerg-13158	14	26	growth	growth	NOUN
fuelectenerg-13158	15	1	[	[	X
fuelectenerg-13158	15	2	1	1	NUM
fuelectenerg-13158	15	3	-	-	SYM
fuelectenerg-13158	15	4	3	3	NUM
fuelectenerg-13158	15	5	]	]	PUNCT
fuelectenerg-13158	15	6	.	.	PUNCT
fuelectenerg-13158	16	1	ml	ml	NOUN
fuelectenerg-13158	16	2	,	,	PUNCT
fuelectenerg-13158	16	3	a	a	DET
fuelectenerg-13158	16	4	subset	subset	NOUN
fuelectenerg-13158	16	5	of	of	ADP
fuelectenerg-13158	16	6	ai	ai	AUX
fuelectenerg-13158	16	7	closely	closely	ADV
fuelectenerg-13158	16	8	related	relate	VERB
fuelectenerg-13158	16	9	to	to	ADP
fuelectenerg-13158	16	10	deep	deep	ADJ
fuelectenerg-13158	16	11	learning	learning	NOUN
fuelectenerg-13158	16	12	(	(	PUNCT
fuelectenerg-13158	16	13	dl	dl	PROPN
fuelectenerg-13158	16	14	)	)	PUNCT
fuelectenerg-13158	16	15	,	,	PUNCT
fuelectenerg-13158	16	16	is	be	AUX
fuelectenerg-13158	16	17	transforming	transform	VERB
fuelectenerg-13158	16	18	how	how	SCONJ
fuelectenerg-13158	16	19	restaurants	restaurant	NOUN
fuelectenerg-13158	16	20	navigate	navigate	VERB
fuelectenerg-13158	16	21	the	the	DET
fuelectenerg-13158	16	22	complexities	complexity	NOUN
fuelectenerg-13158	16	23	of	of	ADP
fuelectenerg-13158	16	24	modern	modern	ADJ
fuelectenerg-13158	16	25	consumer	consumer	NOUN
fuelectenerg-13158	16	26	behavior	behavior	NOUN
fuelectenerg-13158	16	27	.	.	PUNCT
fuelectenerg-13158	17	1	fig	fig	NOUN
fuelectenerg-13158	17	2	.	.	PUNCT
fuelectenerg-13158	18	1	1	1	NUM
fuelectenerg-13158	18	2	illustrates	illustrate	VERB
fuelectenerg-13158	18	3	the	the	DET
fuelectenerg-13158	18	4	fundamental	fundamental	ADJ
fuelectenerg-13158	18	5	model	model	NOUN
fuelectenerg-13158	18	6	and	and	CCONJ
fuelectenerg-13158	18	7	correlation	correlation	NOUN
fuelectenerg-13158	18	8	of	of	ADP
fuelectenerg-13158	18	9	ai	ai	NOUN
fuelectenerg-13158	18	10	,	,	PUNCT
fuelectenerg-13158	18	11	ml	ml	ADV
fuelectenerg-13158	18	12	,	,	PUNCT
fuelectenerg-13158	18	13	and	and	CCONJ
fuelectenerg-13158	18	14	dl	dl	X
fuelectenerg-13158	18	15	,	,	PUNCT
fuelectenerg-13158	18	16	which	which	PRON
fuelectenerg-13158	18	17	utilize	utilize	VERB
fuelectenerg-13158	18	18	algorithms	algorithm	NOUN
fuelectenerg-13158	18	19	to	to	PART
fuelectenerg-13158	18	20	analyze	analyze	VERB
fuelectenerg-13158	18	21	the	the	DET
fuelectenerg-13158	18	22	vast	vast	ADJ
fuelectenerg-13158	18	23	datasets	dataset	NOUN
fuelectenerg-13158	18	24	,	,	PUNCT
fuelectenerg-13158	18	25	identify	identify	VERB
fuelectenerg-13158	18	26	patterns	pattern	NOUN
fuelectenerg-13158	18	27	,	,	PUNCT
fuelectenerg-13158	18	28	making	make	VERB
fuelectenerg-13158	18	29	predictions	prediction	NOUN
fuelectenerg-13158	18	30	that	that	PRON
fuelectenerg-13158	18	31	enable	enable	VERB
fuelectenerg-13158	18	32	businesses	business	NOUN
fuelectenerg-13158	18	33	to	to	PART
fuelectenerg-13158	18	34	make	make	VERB
fuelectenerg-13158	18	35	informed	informed	ADJ
fuelectenerg-13158	18	36	,	,	PUNCT
fuelectenerg-13158	18	37	datadriven	datadriven	ADJ
fuelectenerg-13158	18	38	decisions	decision	NOUN
fuelectenerg-13158	18	39	.	.	PUNCT
fuelectenerg-13158	19	1	this	this	DET
fuelectenerg-13158	19	2	technology	technology	NOUN
fuelectenerg-13158	19	3	plays	play	VERB
fuelectenerg-13158	19	4	a	a	DET
fuelectenerg-13158	19	5	critical	critical	ADJ
fuelectenerg-13158	19	6	role	role	NOUN
fuelectenerg-13158	19	7	in	in	ADP
fuelectenerg-13158	19	8	navigating	navigate	VERB
fuelectenerg-13158	19	9	the	the	DET
fuelectenerg-13158	19	10	complexities	complexity	NOUN
fuelectenerg-13158	19	11	of	of	ADP
fuelectenerg-13158	19	12	the	the	DET
fuelectenerg-13158	19	13	modern	modern	ADJ
fuelectenerg-13158	19	14	restaurant	restaurant	NOUN
fuelectenerg-13158	19	15	industries	industry	NOUN
fuelectenerg-13158	19	16	.	.	PUNCT
fuelectenerg-13158	20	1	as	as	SCONJ
fuelectenerg-13158	20	2	consumer	consumer	NOUN
fuelectenerg-13158	20	3	preferences	preference	NOUN
fuelectenerg-13158	20	4	constantly	constantly	ADV
fuelectenerg-13158	20	5	change	change	VERB
fuelectenerg-13158	20	6	and	and	CCONJ
fuelectenerg-13158	20	7	vast	vast	ADJ
fuelectenerg-13158	20	8	amounts	amount	NOUN
fuelectenerg-13158	20	9	of	of	ADP
fuelectenerg-13158	20	10	data	datum	NOUN
fuelectenerg-13158	20	11	are	be	AUX
fuelectenerg-13158	20	12	generated	generate	VERB
fuelectenerg-13158	20	13	daily	daily	ADV
fuelectenerg-13158	20	14	,	,	PUNCT
fuelectenerg-13158	20	15	traditional	traditional	ADJ
fuelectenerg-13158	20	16	approaches	approach	NOUN
fuelectenerg-13158	20	17	of	of	ADP
fuelectenerg-13158	20	18	examination	examination	NOUN
fuelectenerg-13158	20	19	often	often	ADV
fuelectenerg-13158	20	20	fall	fall	VERB
fuelectenerg-13158	20	21	short	short	ADJ
fuelectenerg-13158	20	22	.	.	PUNCT
fuelectenerg-13158	21	1	ml	ml	PROPN
fuelectenerg-13158	21	2	allows	allow	VERB
fuelectenerg-13158	21	3	for	for	ADP
fuelectenerg-13158	21	4	the	the	DET
fuelectenerg-13158	21	5	efficient	efficient	ADJ
fuelectenerg-13158	21	6	processing	processing	NOUN
fuelectenerg-13158	21	7	and	and	CCONJ
fuelectenerg-13158	21	8	analysis	analysis	NOUN
fuelectenerg-13158	21	9	of	of	ADP
fuelectenerg-13158	21	10	this	this	DET
fuelectenerg-13158	21	11	data	datum	NOUN
fuelectenerg-13158	21	12	,	,	PUNCT
fuelectenerg-13158	21	13	providing	provide	VERB
fuelectenerg-13158	21	14	accurate	accurate	ADJ
fuelectenerg-13158	21	15	predictions	prediction	NOUN
fuelectenerg-13158	21	16	on	on	ADP
fuelectenerg-13158	21	17	customer	customer	NOUN
fuelectenerg-13158	21	18	behavior	behavior	NOUN
fuelectenerg-13158	21	19	,	,	PUNCT
fuelectenerg-13158	21	20	food	food	NOUN
fuelectenerg-13158	21	21	quality	quality	NOUN
fuelectenerg-13158	21	22	,	,	PUNCT
fuelectenerg-13158	21	23	pricing	pricing	NOUN
fuelectenerg-13158	21	24	trends	trend	NOUN
fuelectenerg-13158	21	25	,	,	PUNCT
fuelectenerg-13158	21	26	and	and	CCONJ
fuelectenerg-13158	21	27	more	more	ADJ
fuelectenerg-13158	21	28	.	.	PUNCT
fuelectenerg-13158	22	1	by	by	ADP
fuelectenerg-13158	22	2	integrating	integrate	VERB
fuelectenerg-13158	22	3	ai	ai	VERB
fuelectenerg-13158	22	4	and	and	CCONJ
fuelectenerg-13158	22	5	ml	ml	NOUN
fuelectenerg-13158	22	6	into	into	ADP
fuelectenerg-13158	22	7	restaurant	restaurant	NOUN
fuelectenerg-13158	22	8	management	management	NOUN
fuelectenerg-13158	22	9	,	,	PUNCT
fuelectenerg-13158	22	10	stakeholders	stakeholder	NOUN
fuelectenerg-13158	22	11	can	can	AUX
fuelectenerg-13158	22	12	make	make	VERB
fuelectenerg-13158	22	13	better	well	ADJ
fuelectenerg-13158	22	14	decisions	decision	NOUN
fuelectenerg-13158	22	15	,	,	PUNCT
fuelectenerg-13158	22	16	optimize	optimize	NOUN
fuelectenerg-13158	22	17	operations	operation	NOUN
fuelectenerg-13158	22	18	,	,	PUNCT
fuelectenerg-13158	22	19	enhance	enhance	VERB
fuelectenerg-13158	22	20	customer	customer	NOUN
fuelectenerg-13158	22	21	satisfaction	satisfaction	NOUN
fuelectenerg-13158	22	22	,	,	PUNCT
fuelectenerg-13158	22	23	and	and	CCONJ
fuelectenerg-13158	22	24	drive	drive	VERB
fuelectenerg-13158	22	25	long	long	ADJ
fuelectenerg-13158	22	26	-	-	PUNCT
fuelectenerg-13158	22	27	term	term	NOUN
fuelectenerg-13158	22	28	growth	growth	NOUN
fuelectenerg-13158	22	29	.	.	PUNCT
fuelectenerg-13158	23	1	with	with	ADP
fuelectenerg-13158	23	2	the	the	DET
fuelectenerg-13158	23	3	help	help	NOUN
fuelectenerg-13158	23	4	of	of	ADP
fuelectenerg-13158	23	5	predictive	predictive	ADJ
fuelectenerg-13158	23	6	models	model	NOUN
fuelectenerg-13158	23	7	,	,	PUNCT
fuelectenerg-13158	23	8	restaurants	restaurant	NOUN
fuelectenerg-13158	23	9	can	can	AUX
fuelectenerg-13158	23	10	stay	stay	VERB
fuelectenerg-13158	23	11	ahead	ahead	ADV
fuelectenerg-13158	23	12	of	of	ADP
fuelectenerg-13158	23	13	industry	industry	NOUN
fuelectenerg-13158	23	14	trends	trend	NOUN
fuelectenerg-13158	23	15	and	and	CCONJ
fuelectenerg-13158	23	16	maintain	maintain	VERB
fuelectenerg-13158	23	17	a	a	DET
fuelectenerg-13158	23	18	competitive	competitive	ADJ
fuelectenerg-13158	23	19	advantage	advantage	NOUN
fuelectenerg-13158	23	20	.	.	PUNCT
fuelectenerg-13158	24	1	in	in	ADP
fuelectenerg-13158	24	2	this	this	DET
fuelectenerg-13158	24	3	evolving	evolve	VERB
fuelectenerg-13158	24	4	landscape	landscape	NOUN
fuelectenerg-13158	24	5	,	,	PUNCT
fuelectenerg-13158	24	6	leading	lead	VERB
fuelectenerg-13158	24	7	platforms	platform	NOUN
fuelectenerg-13158	24	8	such	such	ADJ
fuelectenerg-13158	24	9	as	as	ADP
fuelectenerg-13158	24	10	zomato	zomato	NOUN
fuelectenerg-13158	24	11	,	,	PUNCT
fuelectenerg-13158	24	12	swiggy	swiggy	NOUN
fuelectenerg-13158	24	13	,	,	PUNCT
fuelectenerg-13158	24	14	freshmenu	freshmenu	NOUN
fuelectenerg-13158	24	15	,	,	PUNCT
fuelectenerg-13158	24	16	dunzo	dunzo	NOUN
fuelectenerg-13158	24	17	,	,	PUNCT
fuelectenerg-13158	24	18	guruhub	guruhub	NOUN
fuelectenerg-13158	24	19	,	,	PUNCT
fuelectenerg-13158	24	20	eatsure	eatsure	NOUN
fuelectenerg-13158	24	21	,	,	PUNCT
fuelectenerg-13158	24	22	ubereats	ubereat	NOUN
fuelectenerg-13158	24	23	,	,	PUNCT
fuelectenerg-13158	24	24	deliveroo	deliveroo	NOUN
fuelectenerg-13158	24	25	,	,	PUNCT
fuelectenerg-13158	24	26	domino	domino	PROPN
fuelectenerg-13158	24	27	’s	’s	PART
fuelectenerg-13158	24	28	are	be	AUX
fuelectenerg-13158	24	29	playing	play	VERB
fuelectenerg-13158	24	30	crucial	crucial	ADJ
fuelectenerg-13158	24	31	role	role	NOUN
fuelectenerg-13158	24	32	,	,	PUNCT
fuelectenerg-13158	24	33	acting	act	VERB
fuelectenerg-13158	24	34	as	as	ADP
fuelectenerg-13158	24	35	a	a	DET
fuelectenerg-13158	24	36	bridge	bridge	NOUN
fuelectenerg-13158	24	37	between	between	ADP
fuelectenerg-13158	24	38	the	the	DET
fuelectenerg-13158	24	39	customers	customer	NOUN
fuelectenerg-13158	24	40	and	and	CCONJ
fuelectenerg-13158	24	41	the	the	DET
fuelectenerg-13158	24	42	vast	vast	ADJ
fuelectenerg-13158	24	43	tapestry	tapestry	NOUN
fuelectenerg-13158	24	44	of	of	ADP
fuelectenerg-13158	24	45	dining	dining	NOUN
fuelectenerg-13158	24	46	establishments	establishment	NOUN
fuelectenerg-13158	24	47	[	[	X
fuelectenerg-13158	24	48	4	4	NUM
fuelectenerg-13158	24	49	]	]	PUNCT
fuelectenerg-13158	24	50	.	.	PUNCT
fuelectenerg-13158	25	1	zomato	zomato	PROPN
fuelectenerg-13158	25	2	is	be	AUX
fuelectenerg-13158	25	3	an	an	DET
fuelectenerg-13158	25	4	aggregator	aggregator	NOUN
fuelectenerg-13158	25	5	of	of	ADP
fuelectenerg-13158	25	6	indian	indian	ADJ
fuelectenerg-13158	25	7	restaurants	restaurant	NOUN
fuelectenerg-13158	25	8	and	and	CCONJ
fuelectenerg-13158	25	9	a	a	DET
fuelectenerg-13158	25	10	food	food	NOUN
fuelectenerg-13158	25	11	transportation	transportation	NOUN
fuelectenerg-13158	25	12	company	company	NOUN
fuelectenerg-13158	25	13	founded	found	VERB
fuelectenerg-13158	25	14	by	by	ADP
fuelectenerg-13158	25	15	deepinder	deepinder	NOUN
fuelectenerg-13158	25	16	goyal	goyal	PROPN
fuelectenerg-13158	25	17	and	and	CCONJ
fuelectenerg-13158	25	18	pankaj	pankaj	PROPN
fuelectenerg-13158	25	19	chaddah	chaddah	PROPN
fuelectenerg-13158	25	20	in	in	ADP
fuelectenerg-13158	25	21	the	the	DET
fuelectenerg-13158	25	22	year	year	NOUN
fuelectenerg-13158	25	23	2008	2008	NUM
fuelectenerg-13158	25	24	.	.	PUNCT
fuelectenerg-13158	26	1	since	since	SCONJ
fuelectenerg-13158	26	2	2023	2023	NUM
fuelectenerg-13158	26	3	,	,	PUNCT
fuelectenerg-13158	26	4	zomato	zomato	NOUN
fuelectenerg-13158	26	5	has	have	AUX
fuelectenerg-13158	26	6	expanded	expand	VERB
fuelectenerg-13158	26	7	its	its	PRON
fuelectenerg-13158	26	8	offerings	offering	NOUN
fuelectenerg-13158	26	9	,	,	PUNCT
fuelectenerg-13158	26	10	providing	provide	VERB
fuelectenerg-13158	26	11	food	food	NOUN
fuelectenerg-13158	26	12	delivery	delivery	NOUN
fuelectenerg-13158	26	13	option	option	NOUN
fuelectenerg-13158	26	14	from	from	ADP
fuelectenerg-13158	26	15	partner	partner	NOUN
fuelectenerg-13158	26	16	restaurants	restaurant	NOUN
fuelectenerg-13158	26	17	,	,	PUNCT
fuelectenerg-13158	26	18	along	along	ADP
fuelectenerg-13158	26	19	with	with	ADP
fuelectenerg-13158	26	20	restaurant	restaurant	NOUN
fuelectenerg-13158	26	21	information	information	NOUN
fuelectenerg-13158	26	22	,	,	PUNCT
fuelectenerg-13158	26	23	menus	menu	NOUN
fuelectenerg-13158	26	24	,	,	PUNCT
fuelectenerg-13158	26	25	and	and	CCONJ
fuelectenerg-13158	26	26	user	user	NOUN
fuelectenerg-13158	26	27	reviews	review	NOUN
fuelectenerg-13158	26	28	across	across	ADP
fuelectenerg-13158	26	29	more	more	ADJ
fuelectenerg-13158	26	30	than	than	ADP
fuelectenerg-13158	26	31	1,000	1,000	NUM
fuelectenerg-13158	26	32	cities	city	NOUN
fuelectenerg-13158	26	33	and	and	CCONJ
fuelectenerg-13158	26	34	towns	town	NOUN
fuelectenerg-13158	26	35	in	in	ADP
fuelectenerg-13158	26	36	india	india	PROPN
fuelectenerg-13158	27	1	[	[	X
fuelectenerg-13158	27	2	5	5	NUM
fuelectenerg-13158	27	3	]	]	PUNCT
fuelectenerg-13158	27	4	.	.	PUNCT
fuelectenerg-13158	28	1	the	the	DET
fuelectenerg-13158	28	2	zomato	zomato	NOUN
fuelectenerg-13158	28	3	restaurant	restaurant	NOUN
fuelectenerg-13158	28	4	dataset	dataset	NOUN
fuelectenerg-13158	28	5	is	be	AUX
fuelectenerg-13158	28	6	a	a	DET
fuelectenerg-13158	28	7	treasure	treasure	NOUN
fuelectenerg-13158	28	8	trove	trove	NOUN
fuelectenerg-13158	28	9	of	of	ADP
fuelectenerg-13158	28	10	culinary	culinary	ADJ
fuelectenerg-13158	28	11	information	information	NOUN
fuelectenerg-13158	28	12	that	that	PRON
fuelectenerg-13158	28	13	encapsulates	encapsulate	VERB
fuelectenerg-13158	28	14	the	the	DET
fuelectenerg-13158	28	15	essence	essence	NOUN
fuelectenerg-13158	28	16	of	of	ADP
fuelectenerg-13158	28	17	the	the	DET
fuelectenerg-13158	28	18	digital	digital	ADJ
fuelectenerg-13158	28	19	culinary	culinary	ADJ
fuelectenerg-13158	28	20	revolution	revolution	NOUN
fuelectenerg-13158	29	1	[	[	X
fuelectenerg-13158	29	2	6	6	NUM
fuelectenerg-13158	29	3	-	-	SYM
fuelectenerg-13158	29	4	7	7	NUM
fuelectenerg-13158	29	5	]	]	PUNCT
fuelectenerg-13158	29	6	.	.	PUNCT
fuelectenerg-13158	30	1	by	by	ADP
fuelectenerg-13158	30	2	analyzing	analyze	VERB
fuelectenerg-13158	30	3	these	these	DET
fuelectenerg-13158	30	4	datasets	dataset	NOUN
fuelectenerg-13158	30	5	,	,	PUNCT
fuelectenerg-13158	30	6	restaurant	restaurant	NOUN
fuelectenerg-13158	30	7	can	can	AUX
fuelectenerg-13158	30	8	gain	gain	VERB
fuelectenerg-13158	30	9	valuable	valuable	ADJ
fuelectenerg-13158	30	10	insights	insight	NOUN
fuelectenerg-13158	30	11	into	into	ADP
fuelectenerg-13158	30	12	key	key	ADJ
fuelectenerg-13158	30	13	metrics	metric	NOUN
fuelectenerg-13158	30	14	such	such	ADJ
fuelectenerg-13158	30	15	as	as	ADP
fuelectenerg-13158	30	16	the	the	DET
fuelectenerg-13158	30	17	average	average	ADJ
fuelectenerg-13158	30	18	cost	cost	NOUN
fuelectenerg-13158	30	19	of	of	ADP
fuelectenerg-13158	30	20	food	food	NOUN
fuelectenerg-13158	30	21	for	for	ADP
fuelectenerg-13158	30	22	two	two	NUM
fuelectenerg-13158	30	23	people	people	NOUN
fuelectenerg-13158	30	24	,	,	PUNCT
fuelectenerg-13158	30	25	emerging	emerge	VERB
fuelectenerg-13158	30	26	consumer	consumer	NOUN
fuelectenerg-13158	30	27	trends	trend	NOUN
fuelectenerg-13158	30	28	and	and	CCONJ
fuelectenerg-13158	30	29	preferences	preference	NOUN
fuelectenerg-13158	30	30	,	,	PUNCT
fuelectenerg-13158	30	31	the	the	DET
fuelectenerg-13158	30	32	best	good	ADJ
fuelectenerg-13158	30	33	restaurants	restaurant	NOUN
fuelectenerg-13158	30	34	in	in	ADP
fuelectenerg-13158	30	35	different	different	ADJ
fuelectenerg-13158	30	36	locations	location	NOUN
fuelectenerg-13158	30	37	,	,	PUNCT
fuelectenerg-13158	30	38	food	food	NOUN
fuelectenerg-13158	30	39	quality	quality	NOUN
fuelectenerg-13158	30	40	and	and	CCONJ
fuelectenerg-13158	30	41	taste	taste	NOUN
fuelectenerg-13158	30	42	,	,	PUNCT
fuelectenerg-13158	30	43	and	and	CCONJ
fuelectenerg-13158	30	44	service	service	NOUN
fuelectenerg-13158	30	45	standards	standard	NOUN
fuelectenerg-13158	30	46	.	.	PUNCT
fuelectenerg-13158	31	1	identifying	identify	VERB
fuelectenerg-13158	31	2	patterns	pattern	NOUN
fuelectenerg-13158	31	3	and	and	CCONJ
fuelectenerg-13158	31	4	correlations	correlation	NOUN
fuelectenerg-13158	31	5	within	within	ADP
fuelectenerg-13158	31	6	this	this	DET
fuelectenerg-13158	31	7	data	data	NOUN
fuelectenerg-13158	31	8	can	can	AUX
fuelectenerg-13158	31	9	empower	empower	VERB
fuelectenerg-13158	31	10	restaurant	restaurant	NOUN
fuelectenerg-13158	31	11	owners	owner	NOUN
fuelectenerg-13158	31	12	and	and	CCONJ
fuelectenerg-13158	31	13	stakeholders	stakeholder	NOUN
fuelectenerg-13158	31	14	to	to	PART
fuelectenerg-13158	31	15	anticipate	anticipate	VERB
fuelectenerg-13158	31	16	and	and	CCONJ
fuelectenerg-13158	31	17	adapt	adapt	VERB
fuelectenerg-13158	31	18	to	to	ADP
fuelectenerg-13158	31	19	shifting	shift	VERB
fuelectenerg-13158	31	20	customer	customer	NOUN
fuelectenerg-13158	31	21	demands	demand	NOUN
fuelectenerg-13158	31	22	,	,	PUNCT
fuelectenerg-13158	31	23	enabling	enable	VERB
fuelectenerg-13158	31	24	them	they	PRON
fuelectenerg-13158	31	25	to	to	PART
fuelectenerg-13158	31	26	stay	stay	VERB
fuelectenerg-13158	31	27	competitive	competitive	ADJ
fuelectenerg-13158	31	28	and	and	CCONJ
fuelectenerg-13158	31	29	relevant	relevant	ADJ
fuelectenerg-13158	31	30	in	in	ADP
fuelectenerg-13158	31	31	an	an	DET
fuelectenerg-13158	31	32	ever	ever	ADV
fuelectenerg-13158	31	33	-	-	PUNCT
fuelectenerg-13158	31	34	changing	change	VERB
fuelectenerg-13158	31	35	industry	industry	NOUN
fuelectenerg-13158	31	36	[	[	X
fuelectenerg-13158	31	37	1	1	NUM
fuelectenerg-13158	31	38	]	]	PUNCT
fuelectenerg-13158	31	39	.	.	PUNCT
fuelectenerg-13158	32	1	in	in	ADP
fuelectenerg-13158	32	2	this	this	DET
fuelectenerg-13158	32	3	paper	paper	NOUN
fuelectenerg-13158	32	4	,	,	PUNCT
fuelectenerg-13158	32	5	various	various	ADJ
fuelectenerg-13158	32	6	restaurants	restaurant	NOUN
fuelectenerg-13158	32	7	data	datum	NOUN
fuelectenerg-13158	32	8	available	available	ADJ
fuelectenerg-13158	32	9	on	on	ADP
fuelectenerg-13158	32	10	kaggle	kaggle	PROPN
fuelectenerg-13158	32	11	,	,	PUNCT
fuelectenerg-13158	32	12	collected	collect	VERB
fuelectenerg-13158	32	13	from	from	ADP
fuelectenerg-13158	32	14	the	the	DET
fuelectenerg-13158	32	15	zomato	zomato	NOUN
fuelectenerg-13158	32	16	app	app	PROPN
fuelectenerg-13158	32	17	,	,	PUNCT
fuelectenerg-13158	32	18	is	be	AUX
fuelectenerg-13158	32	19	used	use	VERB
fuelectenerg-13158	32	20	.	.	PUNCT
fuelectenerg-13158	33	1	this	this	DET
fuelectenerg-13158	33	2	dataset	dataset	NOUN
fuelectenerg-13158	33	3	contains	contain	VERB
fuelectenerg-13158	33	4	a	a	DET
fuelectenerg-13158	33	5	total	total	NOUN
fuelectenerg-13158	33	6	of	of	ADP
fuelectenerg-13158	33	7	2,11,944	2,11,944	NUM
fuelectenerg-13158	33	8	entries	entry	NOUN
fuelectenerg-13158	33	9	with	with	ADP
fuelectenerg-13158	33	10	26	26	NUM
fuelectenerg-13158	33	11	distinct	distinct	ADJ
fuelectenerg-13158	33	12	entities	entity	NOUN
fuelectenerg-13158	33	13	(	(	PUNCT
fuelectenerg-13158	33	14	see	see	VERB
fuelectenerg-13158	33	15	table	table	NOUN
fuelectenerg-13158	33	16	1	1	NUM
fuelectenerg-13158	33	17	)	)	PUNCT
fuelectenerg-13158	33	18	.	.	PUNCT
fuelectenerg-13158	34	1	each	each	DET
fuelectenerg-13158	34	2	entity	entity	NOUN
fuelectenerg-13158	34	3	serves	serve	VERB
fuelectenerg-13158	34	4	a	a	DET
fuelectenerg-13158	34	5	unique	unique	ADJ
fuelectenerg-13158	34	6	purpose	purpose	NOUN
fuelectenerg-13158	34	7	in	in	ADP
fuelectenerg-13158	34	8	characterizing	characterize	VERB
fuelectenerg-13158	34	9	the	the	DET
fuelectenerg-13158	34	10	restaurant	restaurant	NOUN
fuelectenerg-13158	34	11	details	detail	NOUN
fuelectenerg-13158	34	12	.	.	PUNCT
fuelectenerg-13158	35	1	this	this	DET
fuelectenerg-13158	35	2	zomato	zomato	NOUN
fuelectenerg-13158	35	3	dataset	dataset	NOUN
fuelectenerg-13158	35	4	is	be	AUX
fuelectenerg-13158	35	5	analyzed	analyze	VERB
fuelectenerg-13158	35	6	using	use	VERB
fuelectenerg-13158	35	7	eda	eda	PROPN
fuelectenerg-13158	36	1	[	[	X
fuelectenerg-13158	36	2	8	8	NUM
fuelectenerg-13158	36	3	-	-	SYM
fuelectenerg-13158	36	4	10	10	NUM
fuelectenerg-13158	36	5	]	]	PUNCT
fuelectenerg-13158	36	6	under	under	ADP
fuelectenerg-13158	36	7	various	various	ADJ
fuelectenerg-13158	36	8	evaluation	evaluation	NOUN
fuelectenerg-13158	36	9	parameters	parameter	NOUN
fuelectenerg-13158	36	10	,	,	PUNCT
fuelectenerg-13158	36	11	including	include	VERB
fuelectenerg-13158	36	12	the	the	DET
fuelectenerg-13158	36	13	top	top	ADJ
fuelectenerg-13158	36	14	ten	ten	NUM
fuelectenerg-13158	36	15	restaurant	restaurant	NOUN
fuelectenerg-13158	36	16	chains	chain	NOUN
fuelectenerg-13158	36	17	in	in	ADP
fuelectenerg-13158	36	18	india	india	PROPN
fuelectenerg-13158	36	19	by	by	ADP
fuelectenerg-13158	36	20	the	the	DET
fuelectenerg-13158	36	21	number	number	NOUN
fuelectenerg-13158	36	22	of	of	ADP
fuelectenerg-13158	36	23	outlets	outlet	NOUN
fuelectenerg-13158	36	24	and	and	CCONJ
fuelectenerg-13158	36	25	average	average	ADJ
fuelectenerg-13158	36	26	ratings	rating	NOUN
fuelectenerg-13158	36	27	,	,	PUNCT
fuelectenerg-13158	36	28	the	the	DET
fuelectenerg-13158	36	29	top	top	ADJ
fuelectenerg-13158	36	30	five	five	NUM
fuelectenerg-13158	36	31	restaurants	restaurant	NOUN
fuelectenerg-13158	36	32	by	by	ADP
fuelectenerg-13158	36	33	establishment	establishment	NOUN
fuelectenerg-13158	36	34	type	type	NOUN
fuelectenerg-13158	36	35	,	,	PUNCT
fuelectenerg-13158	36	36	and	and	CCONJ
fuelectenerg-13158	36	37	the	the	DET
fuelectenerg-13158	36	38	relationship	relationship	NOUN
fuelectenerg-13158	36	39	between	between	ADP
fuelectenerg-13158	36	40	price	price	NOUN
fuelectenerg-13158	36	41	range	range	NOUN
fuelectenerg-13158	36	42	and	and	CCONJ
fuelectenerg-13158	36	43	restaurant	restaurant	NOUN
fuelectenerg-13158	36	44	ratings	rating	NOUN
fuelectenerg-13158	36	45	.	.	PUNCT
fuelectenerg-13158	37	1	additionally	additionally	ADV
fuelectenerg-13158	37	2	,	,	PUNCT
fuelectenerg-13158	37	3	several	several	ADJ
fuelectenerg-13158	37	4	ml	ml	NOUN
fuelectenerg-13158	37	5	algorithms	algorithm	NOUN
fuelectenerg-13158	37	6	are	be	AUX
fuelectenerg-13158	37	7	applied	apply	VERB
fuelectenerg-13158	37	8	to	to	ADP
fuelectenerg-13158	37	9	the	the	DET
fuelectenerg-13158	37	10	zomato	zomato	NOUN
fuelectenerg-13158	37	11	dataset	dataset	NOUN
fuelectenerg-13158	37	12	,	,	PUNCT
fuelectenerg-13158	37	13	such	such	ADJ
fuelectenerg-13158	37	14	as	as	ADP
fuelectenerg-13158	37	15	linear	linear	PROPN
fuelectenerg-13158	37	16	regression	regression	NOUN
fuelectenerg-13158	37	17	(	(	PUNCT
fuelectenerg-13158	37	18	lr	lr	NOUN
fuelectenerg-13158	37	19	)	)	PUNCT
fuelectenerg-13158	38	1	[	[	X
fuelectenerg-13158	38	2	11	11	NUM
fuelectenerg-13158	38	3	]	]	PUNCT
fuelectenerg-13158	38	4	,	,	PUNCT
fuelectenerg-13158	38	5	decision	decision	NOUN
fuelectenerg-13158	38	6	tree	tree	NOUN
fuelectenerg-13158	38	7	(	(	PUNCT
fuelectenerg-13158	38	8	dt	dt	NOUN
fuelectenerg-13158	38	9	)	)	PUNCT
fuelectenerg-13158	39	1	[	[	X
fuelectenerg-13158	39	2	12	12	NUM
fuelectenerg-13158	39	3	]	]	PUNCT
fuelectenerg-13158	39	4	,	,	PUNCT
fuelectenerg-13158	39	5	random	random	ADJ
fuelectenerg-13158	39	6	forest	forest	NOUN
fuelectenerg-13158	39	7	(	(	PUNCT
fuelectenerg-13158	39	8	rf	rf	NOUN
fuelectenerg-13158	39	9	)	)	PUNCT
fuelectenerg-13158	39	10	,	,	PUNCT
fuelectenerg-13158	39	11	gradient	gradient	NOUN
fuelectenerg-13158	39	12	boosting	boosting	NOUN
fuelectenerg-13158	39	13	(	(	PUNCT
fuelectenerg-13158	39	14	gb	gb	NOUN
fuelectenerg-13158	39	15	)	)	PUNCT
fuelectenerg-13158	39	16	,	,	PUNCT
fuelectenerg-13158	39	17	xgboost	xgboost	PROPN
fuelectenerg-13158	39	18	,	,	PUNCT
fuelectenerg-13158	39	19	k	k	ADJ
fuelectenerg-13158	39	20	-	-	PUNCT
fuelectenerg-13158	39	21	nearest	near	ADJ
fuelectenerg-13158	39	22	neighbors	neighbor	NOUN
fuelectenerg-13158	39	23	(	(	PUNCT
fuelectenerg-13158	39	24	knn	knn	PROPN
fuelectenerg-13158	39	25	)	)	PUNCT
fuelectenerg-13158	40	1	[	[	X
fuelectenerg-13158	40	2	13	13	NUM
fuelectenerg-13158	40	3	]	]	PUNCT
fuelectenerg-13158	40	4	,	,	PUNCT
fuelectenerg-13158	40	5	and	and	CCONJ
fuelectenerg-13158	40	6	machine	machine	NOUN
fuelectenerg-13158	40	7	learning	learning	NOUN
fuelectenerg-13158	40	8	-	-	PUNCT
fuelectenerg-13158	40	9	driven	drive	VERB
fuelectenerg-13158	40	10	statistical	statistical	ADJ
fuelectenerg-13158	40	11	analysis	analysis	NOUN
fuelectenerg-13158	40	12	of	of	ADP
fuelectenerg-13158	40	13	indian	indian	ADJ
fuelectenerg-13158	40	14	restaurants	restaurant	NOUN
fuelectenerg-13158	40	15	:	:	PUNCT
fuelectenerg-13158	40	16	insights	insight	NOUN
fuelectenerg-13158	40	17	from	from	ADP
fuelectenerg-13158	40	18	zomato	zomato	NOUN
fuelectenerg-13158	40	19	dataset	dataset	VERB
fuelectenerg-13158	40	20	357	357	NUM
fuelectenerg-13158	40	21	least	least	ADV
fuelectenerg-13158	40	22	absolute	absolute	ADJ
fuelectenerg-13158	40	23	shrinkage	shrinkage	NOUN
fuelectenerg-13158	40	24	and	and	CCONJ
fuelectenerg-13158	40	25	selection	selection	NOUN
fuelectenerg-13158	40	26	operator	operator	NOUN
fuelectenerg-13158	40	27	(	(	PUNCT
fuelectenerg-13158	40	28	lasso	lasso	NOUN
fuelectenerg-13158	40	29	)	)	PUNCT
fuelectenerg-13158	41	1	[	[	X
fuelectenerg-13158	41	2	13	13	NUM
fuelectenerg-13158	41	3	-	-	SYM
fuelectenerg-13158	41	4	14	14	NUM
fuelectenerg-13158	41	5	]	]	PUNCT
fuelectenerg-13158	41	6	.	.	PUNCT
fuelectenerg-13158	42	1	the	the	DET
fuelectenerg-13158	42	2	results	result	NOUN
fuelectenerg-13158	42	3	are	be	AUX
fuelectenerg-13158	42	4	evaluated	evaluate	VERB
fuelectenerg-13158	42	5	using	use	VERB
fuelectenerg-13158	42	6	metrics	metric	NOUN
fuelectenerg-13158	42	7	of	of	ADP
fuelectenerg-13158	42	8	accuracy	accuracy	NOUN
fuelectenerg-13158	42	9	,	,	PUNCT
fuelectenerg-13158	42	10	mean	mean	VERB
fuelectenerg-13158	42	11	absolute	absolute	ADJ
fuelectenerg-13158	42	12	error	error	NOUN
fuelectenerg-13158	42	13	(	(	PUNCT
fuelectenerg-13158	42	14	mae	mae	PROPN
fuelectenerg-13158	42	15	)	)	PUNCT
fuelectenerg-13158	42	16	,	,	PUNCT
fuelectenerg-13158	42	17	model	model	NOUN
fuelectenerg-13158	42	18	fit	fit	ADJ
fuelectenerg-13158	42	19	time	time	NOUN
fuelectenerg-13158	42	20	,	,	PUNCT
fuelectenerg-13158	42	21	and	and	CCONJ
fuelectenerg-13158	42	22	model	model	NOUN
fuelectenerg-13158	42	23	prediction	prediction	NOUN
fuelectenerg-13158	42	24	time	time	NOUN
fuelectenerg-13158	42	25	.	.	PUNCT
fuelectenerg-13158	43	1	based	base	VERB
fuelectenerg-13158	43	2	on	on	ADP
fuelectenerg-13158	43	3	the	the	DET
fuelectenerg-13158	43	4	simulation	simulation	NOUN
fuelectenerg-13158	43	5	results	result	VERB
fuelectenerg-13158	43	6	on	on	ADP
fuelectenerg-13158	43	7	the	the	DET
fuelectenerg-13158	43	8	zomato	zomato	NOUN
fuelectenerg-13158	43	9	dataset	dataset	NOUN
fuelectenerg-13158	43	10	,	,	PUNCT
fuelectenerg-13158	43	11	the	the	DET
fuelectenerg-13158	43	12	dt	dt	X
fuelectenerg-13158	43	13	and	and	CCONJ
fuelectenerg-13158	43	14	rf	rf	PRON
fuelectenerg-13158	43	15	algorithms	algorithms	NOUN
fuelectenerg-13158	43	16	exhibit	exhibit	VERB
fuelectenerg-13158	43	17	the	the	DET
fuelectenerg-13158	43	18	highest	high	ADJ
fuelectenerg-13158	43	19	accuracy	accuracy	NOUN
fuelectenerg-13158	43	20	and	and	CCONJ
fuelectenerg-13158	43	21	the	the	DET
fuelectenerg-13158	43	22	lowest	low	ADJ
fuelectenerg-13158	43	23	mae	mae	PROPN
fuelectenerg-13158	43	24	compared	compare	VERB
fuelectenerg-13158	43	25	to	to	ADP
fuelectenerg-13158	43	26	the	the	DET
fuelectenerg-13158	43	27	other	other	ADJ
fuelectenerg-13158	43	28	algorithms	algorithm	NOUN
fuelectenerg-13158	43	29	.	.	PUNCT
fuelectenerg-13158	44	1	these	these	DET
fuelectenerg-13158	44	2	findings	finding	NOUN
fuelectenerg-13158	44	3	can	can	AUX
fuelectenerg-13158	44	4	assist	assist	VERB
fuelectenerg-13158	44	5	restaurant	restaurant	NOUN
fuelectenerg-13158	44	6	owners	owner	NOUN
fuelectenerg-13158	44	7	in	in	ADP
fuelectenerg-13158	44	8	making	make	VERB
fuelectenerg-13158	44	9	appropriate	appropriate	ADJ
fuelectenerg-13158	44	10	decisions	decision	NOUN
fuelectenerg-13158	44	11	that	that	PRON
fuelectenerg-13158	44	12	could	could	AUX
fuelectenerg-13158	44	13	potentially	potentially	ADV
fuelectenerg-13158	44	14	increase	increase	VERB
fuelectenerg-13158	44	15	their	their	PRON
fuelectenerg-13158	44	16	earnings	earning	NOUN
fuelectenerg-13158	44	17	or	or	CCONJ
fuelectenerg-13158	44	18	profits	profit	NOUN
fuelectenerg-13158	44	19	.	.	PUNCT
fuelectenerg-13158	45	1	fig	fig	NOUN
fuelectenerg-13158	45	2	.	.	PUNCT
fuelectenerg-13158	46	1	1	1	NUM
fuelectenerg-13158	46	2	illustration	illustration	NOUN
fuelectenerg-13158	46	3	of	of	ADP
fuelectenerg-13158	46	4	ai	ai	NOUN
fuelectenerg-13158	46	5	,	,	PUNCT
fuelectenerg-13158	46	6	ml	ml	PROPN
fuelectenerg-13158	46	7	and	and	CCONJ
fuelectenerg-13158	46	8	dl	dl	PROPN
fuelectenerg-13158	46	9	remaining	remain	VERB
fuelectenerg-13158	46	10	paper	paper	NOUN
fuelectenerg-13158	46	11	is	be	AUX
fuelectenerg-13158	46	12	organized	organize	VERB
fuelectenerg-13158	46	13	into	into	ADP
fuelectenerg-13158	46	14	six	six	NUM
fuelectenerg-13158	46	15	sections	section	NOUN
fuelectenerg-13158	46	16	.	.	PUNCT
fuelectenerg-13158	47	1	section	section	NOUN
fuelectenerg-13158	47	2	2	2	NUM
fuelectenerg-13158	47	3	discusses	discuss	VERB
fuelectenerg-13158	47	4	the	the	DET
fuelectenerg-13158	47	5	related	related	ADJ
fuelectenerg-13158	47	6	work	work	NOUN
fuelectenerg-13158	47	7	.	.	PUNCT
fuelectenerg-13158	48	1	section	section	NOUN
fuelectenerg-13158	48	2	3	3	NUM
fuelectenerg-13158	48	3	presents	present	VERB
fuelectenerg-13158	48	4	data	datum	NOUN
fuelectenerg-13158	48	5	description	description	NOUN
fuelectenerg-13158	48	6	,	,	PUNCT
fuelectenerg-13158	48	7	pre	pre	ADJ
fuelectenerg-13158	48	8	-	-	ADJ
fuelectenerg-13158	48	9	processing	processing	ADJ
fuelectenerg-13158	48	10	,	,	PUNCT
fuelectenerg-13158	48	11	and	and	CCONJ
fuelectenerg-13158	48	12	workflow	workflow	NOUN
fuelectenerg-13158	48	13	.	.	PUNCT
fuelectenerg-13158	49	1	eda	eda	PROPN
fuelectenerg-13158	49	2	and	and	CCONJ
fuelectenerg-13158	49	3	its	its	PRON
fuelectenerg-13158	49	4	results	result	NOUN
fuelectenerg-13158	49	5	are	be	AUX
fuelectenerg-13158	49	6	covers	cover	NOUN
fuelectenerg-13158	49	7	in	in	ADP
fuelectenerg-13158	49	8	section	section	NOUN
fuelectenerg-13158	49	9	4	4	NUM
fuelectenerg-13158	49	10	.	.	PUNCT
fuelectenerg-13158	49	11	section	section	NOUN
fuelectenerg-13158	49	12	5	5	NUM
fuelectenerg-13158	49	13	describes	describe	VERB
fuelectenerg-13158	49	14	the	the	DET
fuelectenerg-13158	49	15	ml	ml	NOUN
fuelectenerg-13158	49	16	algorithms	algorithm	NOUN
fuelectenerg-13158	49	17	used	use	VERB
fuelectenerg-13158	49	18	in	in	ADP
fuelectenerg-13158	49	19	this	this	DET
fuelectenerg-13158	49	20	study	study	NOUN
fuelectenerg-13158	49	21	.	.	PUNCT
fuelectenerg-13158	50	1	section	section	NOUN
fuelectenerg-13158	50	2	6	6	NUM
fuelectenerg-13158	50	3	presents	present	VERB
fuelectenerg-13158	50	4	the	the	DET
fuelectenerg-13158	50	5	obtained	obtain	VERB
fuelectenerg-13158	50	6	results	result	NOUN
fuelectenerg-13158	50	7	and	and	CCONJ
fuelectenerg-13158	50	8	their	their	PRON
fuelectenerg-13158	50	9	analysis	analysis	NOUN
fuelectenerg-13158	50	10	.	.	PUNCT
fuelectenerg-13158	51	1	finally	finally	ADV
fuelectenerg-13158	51	2	,	,	PUNCT
fuelectenerg-13158	51	3	section	section	NOUN
fuelectenerg-13158	51	4	7	7	NUM
fuelectenerg-13158	51	5	concludes	conclude	VERB
fuelectenerg-13158	51	6	the	the	DET
fuelectenerg-13158	51	7	research	research	NOUN
fuelectenerg-13158	51	8	work	work	NOUN
fuelectenerg-13158	51	9	.	.	PUNCT
fuelectenerg-13158	52	1	2	2	X
fuelectenerg-13158	52	2	.	.	X
fuelectenerg-13158	52	3	related	relate	VERB
fuelectenerg-13158	52	4	work	work	NOUN
fuelectenerg-13158	52	5	the	the	DET
fuelectenerg-13158	52	6	present	present	ADJ
fuelectenerg-13158	52	7	section	section	NOUN
fuelectenerg-13158	52	8	discusses	discuss	VERB
fuelectenerg-13158	52	9	related	related	ADJ
fuelectenerg-13158	52	10	work	work	NOUN
fuelectenerg-13158	52	11	.	.	PUNCT
fuelectenerg-13158	53	1	recently	recently	ADV
fuelectenerg-13158	53	2	,	,	PUNCT
fuelectenerg-13158	53	3	several	several	ADJ
fuelectenerg-13158	53	4	studies	study	NOUN
fuelectenerg-13158	53	5	have	have	AUX
fuelectenerg-13158	53	6	focused	focus	VERB
fuelectenerg-13158	53	7	on	on	ADP
fuelectenerg-13158	53	8	restaurant	restaurant	NOUN
fuelectenerg-13158	53	9	data	datum	NOUN
fuelectenerg-13158	53	10	analysis	analysis	NOUN
fuelectenerg-13158	53	11	and	and	CCONJ
fuelectenerg-13158	53	12	price	price	NOUN
fuelectenerg-13158	53	13	prediction	prediction	NOUN
fuelectenerg-13158	53	14	.	.	PUNCT
fuelectenerg-13158	54	1	in	in	ADP
fuelectenerg-13158	54	2	[	[	X
fuelectenerg-13158	54	3	1	1	NUM
fuelectenerg-13158	54	4	]	]	PUNCT
fuelectenerg-13158	54	5	,	,	PUNCT
fuelectenerg-13158	54	6	authors	author	NOUN
fuelectenerg-13158	54	7	review	review	VERB
fuelectenerg-13158	54	8	various	various	ADJ
fuelectenerg-13158	54	9	food	food	NOUN
fuelectenerg-13158	54	10	recommendation	recommendation	NOUN
fuelectenerg-13158	54	11	systems	system	NOUN
fuelectenerg-13158	54	12	(	(	PUNCT
fuelectenerg-13158	54	13	frs	frs	PROPN
fuelectenerg-13158	54	14	)	)	PUNCT
fuelectenerg-13158	54	15	and	and	CCONJ
fuelectenerg-13158	54	16	analyze	analyze	VERB
fuelectenerg-13158	54	17	them	they	PRON
fuelectenerg-13158	54	18	using	use	VERB
fuelectenerg-13158	54	19	ml	ml	NOUN
fuelectenerg-13158	54	20	algorithms	algorithm	NOUN
fuelectenerg-13158	54	21	.	.	PUNCT
fuelectenerg-13158	55	1	the	the	DET
fuelectenerg-13158	55	2	primary	primary	ADJ
fuelectenerg-13158	55	3	goal	goal	NOUN
fuelectenerg-13158	55	4	of	of	ADP
fuelectenerg-13158	55	5	this	this	DET
fuelectenerg-13158	55	6	study	study	NOUN
fuelectenerg-13158	55	7	is	be	AUX
fuelectenerg-13158	55	8	to	to	PART
fuelectenerg-13158	55	9	bridge	bridge	VERB
fuelectenerg-13158	55	10	the	the	DET
fuelectenerg-13158	55	11	gap	gap	NOUN
fuelectenerg-13158	55	12	between	between	ADP
fuelectenerg-13158	55	13	the	the	DET
fuelectenerg-13158	55	14	development	development	NOUN
fuelectenerg-13158	55	15	of	of	ADP
fuelectenerg-13158	55	16	frs	frs	PROPN
fuelectenerg-13158	55	17	and	and	CCONJ
fuelectenerg-13158	55	18	other	other	ADJ
fuelectenerg-13158	55	19	recommender	recommender	NOUN
fuelectenerg-13158	55	20	systems	system	NOUN
fuelectenerg-13158	55	21	.	.	PUNCT
fuelectenerg-13158	56	1	out	out	ADP
fuelectenerg-13158	56	2	of	of	ADP
fuelectenerg-13158	56	3	2738	2738	NUM
fuelectenerg-13158	56	4	studies	study	NOUN
fuelectenerg-13158	56	5	,	,	PUNCT
fuelectenerg-13158	56	6	the	the	DET
fuelectenerg-13158	56	7	authors	author	NOUN
fuelectenerg-13158	56	8	selected	select	VERB
fuelectenerg-13158	56	9	only	only	ADV
fuelectenerg-13158	56	10	67	67	NUM
fuelectenerg-13158	56	11	high	high	ADJ
fuelectenerg-13158	56	12	-	-	PUNCT
fuelectenerg-13158	56	13	quality	quality	NOUN
fuelectenerg-13158	56	14	studies	study	NOUN
fuelectenerg-13158	56	15	for	for	ADP
fuelectenerg-13158	56	16	analysis	analysis	NOUN
fuelectenerg-13158	56	17	.	.	PUNCT
fuelectenerg-13158	57	1	the	the	DET
fuelectenerg-13158	57	2	study	study	NOUN
fuelectenerg-13158	57	3	highlights	highlight	NOUN
fuelectenerg-13158	57	4	that	that	SCONJ
fuelectenerg-13158	57	5	there	there	PRON
fuelectenerg-13158	57	6	is	be	VERB
fuelectenerg-13158	57	7	a	a	DET
fuelectenerg-13158	57	8	wide	wide	ADJ
fuelectenerg-13158	57	9	range	range	NOUN
fuelectenerg-13158	57	10	frs	frs	PROPN
fuelectenerg-13158	57	11	,	,	PUNCT
fuelectenerg-13158	57	12	most	most	ADJ
fuelectenerg-13158	57	13	of	of	ADP
fuelectenerg-13158	57	14	which	which	PRON
fuelectenerg-13158	57	15	are	be	AUX
fuelectenerg-13158	57	16	designed	design	VERB
fuelectenerg-13158	57	17	to	to	PART
fuelectenerg-13158	57	18	offer	offer	VERB
fuelectenerg-13158	57	19	nonpersonalized	nonpersonalized	ADJ
fuelectenerg-13158	57	20	suggestions	suggestion	NOUN
fuelectenerg-13158	57	21	using	use	VERB
fuelectenerg-13158	57	22	ml	ml	ADP
fuelectenerg-13158	57	23	techniques	technique	NOUN
fuelectenerg-13158	57	24	and	and	CCONJ
fuelectenerg-13158	57	25	content	content	NOUN
fuelectenerg-13158	57	26	-	-	PUNCT
fuelectenerg-13158	57	27	based	base	VERB
fuelectenerg-13158	57	28	filtering	filtering	NOUN
fuelectenerg-13158	57	29	.	.	PUNCT
fuelectenerg-13158	58	1	this	this	DET
fuelectenerg-13158	58	2	information	information	NOUN
fuelectenerg-13158	58	3	can	can	AUX
fuelectenerg-13158	58	4	guide	guide	VERB
fuelectenerg-13158	58	5	future	future	ADJ
fuelectenerg-13158	58	6	research	research	NOUN
fuelectenerg-13158	58	7	in	in	ADP
fuelectenerg-13158	58	8	selecting	select	VERB
fuelectenerg-13158	58	9	appropriate	appropriate	ADJ
fuelectenerg-13158	58	10	strategies	strategy	NOUN
fuelectenerg-13158	58	11	for	for	ADP
fuelectenerg-13158	58	12	developing	develop	VERB
fuelectenerg-13158	58	13	frs	frs	PROPN
fuelectenerg-13158	58	14	.	.	PUNCT
fuelectenerg-13158	59	1	in	in	ADP
fuelectenerg-13158	59	2	[	[	X
fuelectenerg-13158	59	3	4	4	NUM
fuelectenerg-13158	59	4	]	]	PUNCT
fuelectenerg-13158	59	5	,	,	PUNCT
fuelectenerg-13158	59	6	authors	author	NOUN
fuelectenerg-13158	59	7	applied	apply	VERB
fuelectenerg-13158	59	8	lr	lr	NOUN
fuelectenerg-13158	59	9	technique	technique	NOUN
fuelectenerg-13158	59	10	to	to	PART
fuelectenerg-13158	59	11	identify	identify	VERB
fuelectenerg-13158	59	12	the	the	DET
fuelectenerg-13158	59	13	best	good	ADJ
fuelectenerg-13158	59	14	restaurant	restaurant	NOUN
fuelectenerg-13158	59	15	by	by	ADP
fuelectenerg-13158	59	16	location	location	NOUN
fuelectenerg-13158	59	17	.	.	PUNCT
fuelectenerg-13158	60	1	this	this	DET
fuelectenerg-13158	60	2	analysis	analysis	NOUN
fuelectenerg-13158	60	3	is	be	AUX
fuelectenerg-13158	60	4	based	base	VERB
fuelectenerg-13158	60	5	on	on	ADP
fuelectenerg-13158	60	6	customer	customer	NOUN
fuelectenerg-13158	60	7	feedback	feedback	NOUN
fuelectenerg-13158	60	8	obtained	obtain	VERB
fuelectenerg-13158	60	9	from	from	ADP
fuelectenerg-13158	60	10	the	the	DET
fuelectenerg-13158	60	11	zomato	zomato	NOUN
fuelectenerg-13158	60	12	dataset	dataset	NOUN
fuelectenerg-13158	60	13	,	,	PUNCT
fuelectenerg-13158	60	14	specifically	specifically	ADV
fuelectenerg-13158	60	15	satisfaction	satisfaction	NOUN
fuelectenerg-13158	60	16	ratings	rating	NOUN
fuelectenerg-13158	60	17	.	.	PUNCT
fuelectenerg-13158	61	1	in	in	ADP
fuelectenerg-13158	61	2	[	[	X
fuelectenerg-13158	61	3	6	6	NUM
fuelectenerg-13158	61	4	]	]	PUNCT
fuelectenerg-13158	61	5	,	,	PUNCT
fuelectenerg-13158	61	6	the	the	DET
fuelectenerg-13158	61	7	authors	author	NOUN
fuelectenerg-13158	61	8	used	use	VERB
fuelectenerg-13158	61	9	eda	eda	PROPN
fuelectenerg-13158	61	10	tools	tool	NOUN
fuelectenerg-13158	61	11	to	to	PART
fuelectenerg-13158	61	12	examine	examine	VERB
fuelectenerg-13158	61	13	restaurants	restaurant	NOUN
fuelectenerg-13158	61	14	rating	rating	NOUN
fuelectenerg-13158	61	15	in	in	ADP
fuelectenerg-13158	61	16	bangalore	bangalore	NOUN
fuelectenerg-13158	61	17	.	.	PUNCT
fuelectenerg-13158	62	1	in	in	ADP
fuelectenerg-13158	62	2	[	[	X
fuelectenerg-13158	62	3	15	15	NUM
fuelectenerg-13158	62	4	]	]	PUNCT
fuelectenerg-13158	62	5	,	,	PUNCT
fuelectenerg-13158	62	6	the	the	DET
fuelectenerg-13158	62	7	358	358	NUM
fuelectenerg-13158	62	8	a.	a.	NOUN
fuelectenerg-13158	62	9	vaidhy	vaidhy	NOUN
fuelectenerg-13158	62	10	,	,	PUNCT
fuelectenerg-13158	62	11	d.	d.	PROPN
fuelectenerg-13158	62	12	batham	batham	PROPN
fuelectenerg-13158	62	13	,	,	PUNCT
fuelectenerg-13158	62	14	r.	r.	PROPN
fuelectenerg-13158	62	15	jain	jain	PROPN
fuelectenerg-13158	62	16	,	,	PUNCT
fuelectenerg-13158	62	17	a.	a.	NOUN
fuelectenerg-13158	62	18	manjhwar	manjhwar	PROPN
fuelectenerg-13158	62	19	authors	author	NOUN
fuelectenerg-13158	62	20	used	use	VERB
fuelectenerg-13158	62	21	dt	dt	X
fuelectenerg-13158	62	22	and	and	CCONJ
fuelectenerg-13158	62	23	rf	rf	PRON
fuelectenerg-13158	62	24	algorithms	algorithm	NOUN
fuelectenerg-13158	62	25	on	on	ADP
fuelectenerg-13158	62	26	a	a	DET
fuelectenerg-13158	62	27	sample	sample	NOUN
fuelectenerg-13158	62	28	of	of	ADP
fuelectenerg-13158	62	29	8,500	8,500	NUM
fuelectenerg-13158	62	30	data	datum	NOUN
fuelectenerg-13158	62	31	points	point	NOUN
fuelectenerg-13158	62	32	to	to	PART
fuelectenerg-13158	62	33	classify	classify	VERB
fuelectenerg-13158	62	34	restaurants	restaurant	NOUN
fuelectenerg-13158	62	35	based	base	VERB
fuelectenerg-13158	62	36	on	on	ADP
fuelectenerg-13158	62	37	their	their	PRON
fuelectenerg-13158	62	38	service	service	NOUN
fuelectenerg-13158	62	39	attributes	attribute	NOUN
fuelectenerg-13158	62	40	.	.	PUNCT
fuelectenerg-13158	63	1	the	the	DET
fuelectenerg-13158	63	2	results	result	NOUN
fuelectenerg-13158	63	3	showed	show	VERB
fuelectenerg-13158	63	4	that	that	SCONJ
fuelectenerg-13158	63	5	the	the	DET
fuelectenerg-13158	63	6	dt	dt	X
fuelectenerg-13158	63	7	classifier	classifier	NOUN
fuelectenerg-13158	63	8	,	,	PUNCT
fuelectenerg-13158	63	9	with	with	ADP
fuelectenerg-13158	63	10	63.5	63.5	NUM
fuelectenerg-13158	63	11	%	%	NOUN
fuelectenerg-13158	63	12	accuracy	accuracy	NOUN
fuelectenerg-13158	63	13	,	,	PUNCT
fuelectenerg-13158	63	14	outperformed	outperform	VERB
fuelectenerg-13158	63	15	the	the	DET
fuelectenerg-13158	63	16	rf	rf	NOUN
fuelectenerg-13158	63	17	classifier	classifier	NOUN
fuelectenerg-13158	63	18	,	,	PUNCT
fuelectenerg-13158	63	19	which	which	PRON
fuelectenerg-13158	63	20	had	have	VERB
fuelectenerg-13158	63	21	56	56	NUM
fuelectenerg-13158	63	22	%	%	NOUN
fuelectenerg-13158	63	23	accuracy	accuracy	NOUN
fuelectenerg-13158	63	24	.	.	PUNCT
fuelectenerg-13158	64	1	in	in	ADP
fuelectenerg-13158	64	2	[	[	X
fuelectenerg-13158	64	3	16	16	NUM
fuelectenerg-13158	64	4	]	]	PUNCT
fuelectenerg-13158	64	5	,	,	PUNCT
fuelectenerg-13158	64	6	the	the	DET
fuelectenerg-13158	64	7	authors	author	NOUN
fuelectenerg-13158	64	8	examined	examine	VERB
fuelectenerg-13158	64	9	various	various	ADJ
fuelectenerg-13158	64	10	restaurants	restaurant	NOUN
fuelectenerg-13158	64	11	on	on	ADP
fuelectenerg-13158	64	12	the	the	DET
fuelectenerg-13158	64	13	basis	basis	NOUN
fuelectenerg-13158	64	14	of	of	ADP
fuelectenerg-13158	64	15	food	food	NOUN
fuelectenerg-13158	64	16	quality	quality	NOUN
fuelectenerg-13158	64	17	and	and	CCONJ
fuelectenerg-13158	64	18	services	service	NOUN
fuelectenerg-13158	64	19	offered	offer	VERB
fuelectenerg-13158	64	20	by	by	ADP
fuelectenerg-13158	64	21	the	the	DET
fuelectenerg-13158	64	22	restaurant	restaurant	NOUN
fuelectenerg-13158	64	23	owners	owner	NOUN
fuelectenerg-13158	64	24	.	.	PUNCT
fuelectenerg-13158	65	1	the	the	DET
fuelectenerg-13158	65	2	analysis	analysis	NOUN
fuelectenerg-13158	65	3	revealed	reveal	VERB
fuelectenerg-13158	65	4	that	that	SCONJ
fuelectenerg-13158	65	5	the	the	DET
fuelectenerg-13158	65	6	rating	rating	NOUN
fuelectenerg-13158	65	7	of	of	ADP
fuelectenerg-13158	65	8	a	a	DET
fuelectenerg-13158	65	9	restaurant	restaurant	NOUN
fuelectenerg-13158	65	10	depends	depend	VERB
fuelectenerg-13158	65	11	on	on	ADP
fuelectenerg-13158	65	12	many	many	ADJ
fuelectenerg-13158	65	13	factors	factor	NOUN
fuelectenerg-13158	65	14	such	such	ADJ
fuelectenerg-13158	65	15	as	as	ADP
fuelectenerg-13158	65	16	reviews	review	NOUN
fuelectenerg-13158	65	17	,	,	PUNCT
fuelectenerg-13158	65	18	area	area	NOUN
fuelectenerg-13158	65	19	,	,	PUNCT
fuelectenerg-13158	65	20	average	average	ADJ
fuelectenerg-13158	65	21	cost	cost	NOUN
fuelectenerg-13158	65	22	of	of	ADP
fuelectenerg-13158	65	23	mile	mile	NOUN
fuelectenerg-13158	65	24	for	for	ADP
fuelectenerg-13158	65	25	two	two	NUM
fuelectenerg-13158	65	26	persons	person	NOUN
fuelectenerg-13158	65	27	,	,	PUNCT
fuelectenerg-13158	65	28	votes	vote	NOUN
fuelectenerg-13158	65	29	,	,	PUNCT
fuelectenerg-13158	65	30	cuisines	cuisine	NOUN
fuelectenerg-13158	65	31	,	,	PUNCT
fuelectenerg-13158	65	32	and	and	CCONJ
fuelectenerg-13158	65	33	restaurant	restaurant	NOUN
fuelectenerg-13158	65	34	type	type	NOUN
fuelectenerg-13158	65	35	.	.	PUNCT
fuelectenerg-13158	66	1	another	another	DET
fuelectenerg-13158	66	2	important	important	ADJ
fuelectenerg-13158	66	3	aspect	aspect	NOUN
fuelectenerg-13158	66	4	to	to	PART
fuelectenerg-13158	66	5	analyze	analyze	VERB
fuelectenerg-13158	66	6	restaurant	restaurant	NOUN
fuelectenerg-13158	66	7	is	be	AUX
fuelectenerg-13158	66	8	the	the	DET
fuelectenerg-13158	66	9	offered	offer	VERB
fuelectenerg-13158	66	10	food	food	NOUN
fuelectenerg-13158	66	11	hygiene	hygiene	NOUN
fuelectenerg-13158	66	12	and	and	CCONJ
fuelectenerg-13158	66	13	its	its	PRON
fuelectenerg-13158	66	14	quality	quality	NOUN
fuelectenerg-13158	66	15	.	.	PUNCT
fuelectenerg-13158	67	1	traditional	traditional	ADJ
fuelectenerg-13158	67	2	quality	quality	NOUN
fuelectenerg-13158	67	3	measurement	measurement	NOUN
fuelectenerg-13158	67	4	methods	method	NOUN
fuelectenerg-13158	67	5	often	often	ADV
fuelectenerg-13158	67	6	require	require	VERB
fuelectenerg-13158	67	7	significant	significant	ADJ
fuelectenerg-13158	67	8	resources	resource	NOUN
fuelectenerg-13158	67	9	,	,	PUNCT
fuelectenerg-13158	67	10	skilled	skilled	ADJ
fuelectenerg-13158	67	11	labor	labor	NOUN
fuelectenerg-13158	67	12	,	,	PUNCT
fuelectenerg-13158	67	13	and	and	CCONJ
fuelectenerg-13158	67	14	complex	complex	ADJ
fuelectenerg-13158	67	15	analytical	analytical	ADJ
fuelectenerg-13158	67	16	techniques	technique	NOUN
fuelectenerg-13158	67	17	,	,	PUNCT
fuelectenerg-13158	67	18	making	make	VERB
fuelectenerg-13158	67	19	quick	quick	ADJ
fuelectenerg-13158	67	20	and	and	CCONJ
fuelectenerg-13158	67	21	cost	cost	NOUN
fuelectenerg-13158	67	22	-	-	PUNCT
fuelectenerg-13158	67	23	effective	effective	ADJ
fuelectenerg-13158	67	24	solutions	solution	NOUN
fuelectenerg-13158	67	25	essential	essential	ADJ
fuelectenerg-13158	67	26	.	.	PUNCT
fuelectenerg-13158	68	1	the	the	DET
fuelectenerg-13158	68	2	food	food	NOUN
fuelectenerg-13158	68	3	industry	industry	NOUN
fuelectenerg-13158	68	4	faces	face	VERB
fuelectenerg-13158	68	5	challenges	challenge	NOUN
fuelectenerg-13158	68	6	in	in	ADP
fuelectenerg-13158	68	7	evaluating	evaluate	VERB
fuelectenerg-13158	68	8	food	food	NOUN
fuelectenerg-13158	68	9	quality	quality	NOUN
fuelectenerg-13158	68	10	due	due	ADP
fuelectenerg-13158	68	11	to	to	ADP
fuelectenerg-13158	68	12	the	the	DET
fuelectenerg-13158	68	13	need	need	NOUN
fuelectenerg-13158	68	14	for	for	ADP
fuelectenerg-13158	68	15	expensive	expensive	ADJ
fuelectenerg-13158	68	16	equipment	equipment	NOUN
fuelectenerg-13158	68	17	,	,	PUNCT
fuelectenerg-13158	68	18	intricate	intricate	ADJ
fuelectenerg-13158	68	19	processes	process	NOUN
fuelectenerg-13158	68	20	,	,	PUNCT
fuelectenerg-13158	68	21	and	and	CCONJ
fuelectenerg-13158	68	22	thorough	thorough	ADJ
fuelectenerg-13158	68	23	analyses	analysis	NOUN
fuelectenerg-13158	68	24	to	to	PART
fuelectenerg-13158	68	25	ensure	ensure	VERB
fuelectenerg-13158	68	26	that	that	SCONJ
fuelectenerg-13158	68	27	the	the	DET
fuelectenerg-13158	68	28	product	product	NOUN
fuelectenerg-13158	68	29	sold	sell	VERB
fuelectenerg-13158	68	30	to	to	ADP
fuelectenerg-13158	68	31	consumers	consumer	NOUN
fuelectenerg-13158	68	32	are	be	AUX
fuelectenerg-13158	68	33	safe	safe	ADJ
fuelectenerg-13158	68	34	and	and	CCONJ
fuelectenerg-13158	68	35	of	of	ADP
fuelectenerg-13158	68	36	the	the	DET
fuelectenerg-13158	68	37	highest	high	ADJ
fuelectenerg-13158	68	38	quality	quality	NOUN
fuelectenerg-13158	68	39	.	.	PUNCT
fuelectenerg-13158	69	1	in	in	ADP
fuelectenerg-13158	69	2	this	this	DET
fuelectenerg-13158	69	3	context	context	NOUN
fuelectenerg-13158	69	4	,	,	PUNCT
fuelectenerg-13158	69	5	the	the	DET
fuelectenerg-13158	69	6	authors	author	NOUN
fuelectenerg-13158	69	7	in	in	ADP
fuelectenerg-13158	69	8	[	[	X
fuelectenerg-13158	69	9	17	17	NUM
fuelectenerg-13158	69	10	]	]	PUNCT
fuelectenerg-13158	69	11	review	review	NOUN
fuelectenerg-13158	69	12	food	food	NOUN
fuelectenerg-13158	69	13	quality	quality	NOUN
fuelectenerg-13158	69	14	assessment	assessment	NOUN
fuelectenerg-13158	69	15	using	use	VERB
fuelectenerg-13158	69	16	traditional	traditional	ADJ
fuelectenerg-13158	69	17	methods	method	NOUN
fuelectenerg-13158	69	18	,	,	PUNCT
fuelectenerg-13158	69	19	advanced	advanced	ADJ
fuelectenerg-13158	69	20	ml	ml	NOUN
fuelectenerg-13158	69	21	algorithms	algorithm	NOUN
fuelectenerg-13158	69	22	,	,	PUNCT
fuelectenerg-13158	69	23	and	and	CCONJ
fuelectenerg-13158	69	24	the	the	DET
fuelectenerg-13158	69	25	electronic	electronic	ADJ
fuelectenerg-13158	69	26	nose	nose	NOUN
fuelectenerg-13158	69	27	system	system	NOUN
fuelectenerg-13158	69	28	(	(	PUNCT
fuelectenerg-13158	69	29	ens	ens	PROPN
fuelectenerg-13158	69	30	)	)	PUNCT
fuelectenerg-13158	69	31	.	.	PUNCT
fuelectenerg-13158	70	1	ens	ens	PROPN
fuelectenerg-13158	70	2	technology	technology	NOUN
fuelectenerg-13158	70	3	is	be	AUX
fuelectenerg-13158	70	4	an	an	DET
fuelectenerg-13158	70	5	innovative	innovative	ADJ
fuelectenerg-13158	70	6	approach	approach	NOUN
fuelectenerg-13158	70	7	that	that	PRON
fuelectenerg-13158	70	8	can	can	AUX
fuelectenerg-13158	70	9	distinguish	distinguish	VERB
fuelectenerg-13158	70	10	between	between	ADP
fuelectenerg-13158	70	11	different	different	ADJ
fuelectenerg-13158	70	12	aromas	aroma	NOUN
fuelectenerg-13158	70	13	using	use	VERB
fuelectenerg-13158	70	14	a	a	DET
fuelectenerg-13158	70	15	variety	variety	NOUN
fuelectenerg-13158	70	16	of	of	ADP
fuelectenerg-13158	70	17	electronic	electronic	ADJ
fuelectenerg-13158	70	18	sensors	sensor	NOUN
fuelectenerg-13158	70	19	,	,	PUNCT
fuelectenerg-13158	70	20	showing	show	VERB
fuelectenerg-13158	70	21	promising	promising	ADJ
fuelectenerg-13158	70	22	results	result	NOUN
fuelectenerg-13158	70	23	when	when	SCONJ
fuelectenerg-13158	70	24	applied	apply	VERB
fuelectenerg-13158	70	25	to	to	ADP
fuelectenerg-13158	70	26	various	various	ADJ
fuelectenerg-13158	70	27	food	food	NOUN
fuelectenerg-13158	70	28	items	item	NOUN
fuelectenerg-13158	70	29	.	.	PUNCT
fuelectenerg-13158	71	1	ml	ml	X
fuelectenerg-13158	71	2	algorithms	algorithm	NOUN
fuelectenerg-13158	71	3	play	play	VERB
fuelectenerg-13158	71	4	a	a	DET
fuelectenerg-13158	71	5	crucial	crucial	ADJ
fuelectenerg-13158	71	6	role	role	NOUN
fuelectenerg-13158	71	7	in	in	ADP
fuelectenerg-13158	71	8	analyzing	analyze	VERB
fuelectenerg-13158	71	9	the	the	DET
fuelectenerg-13158	71	10	complex	complex	ADJ
fuelectenerg-13158	71	11	data	datum	NOUN
fuelectenerg-13158	71	12	collected	collect	VERB
fuelectenerg-13158	71	13	by	by	ADP
fuelectenerg-13158	71	14	ens	en	NOUN
fuelectenerg-13158	71	15	,	,	PUNCT
fuelectenerg-13158	71	16	enabling	enable	VERB
fuelectenerg-13158	71	17	accurate	accurate	ADJ
fuelectenerg-13158	71	18	food	food	NOUN
fuelectenerg-13158	71	19	identification	identification	NOUN
fuelectenerg-13158	71	20	and	and	CCONJ
fuelectenerg-13158	71	21	quality	quality	NOUN
fuelectenerg-13158	71	22	assessment	assessment	NOUN
fuelectenerg-13158	71	23	based	base	VERB
fuelectenerg-13158	71	24	on	on	ADP
fuelectenerg-13158	71	25	distinct	distinct	ADJ
fuelectenerg-13158	71	26	odors	odor	NOUN
fuelectenerg-13158	71	27	.	.	PUNCT
fuelectenerg-13158	72	1	this	this	DET
fuelectenerg-13158	72	2	review	review	NOUN
fuelectenerg-13158	72	3	investigates	investigate	VERB
fuelectenerg-13158	72	4	the	the	DET
fuelectenerg-13158	72	5	combination	combination	NOUN
fuelectenerg-13158	72	6	of	of	ADP
fuelectenerg-13158	72	7	ens	en	NOUN
fuelectenerg-13158	72	8	and	and	CCONJ
fuelectenerg-13158	72	9	ml	ml	NOUN
fuelectenerg-13158	72	10	algorithms	algorithm	NOUN
fuelectenerg-13158	72	11	,	,	PUNCT
fuelectenerg-13158	72	12	suggesting	suggest	VERB
fuelectenerg-13158	72	13	a	a	DET
fuelectenerg-13158	72	14	powerful	powerful	ADJ
fuelectenerg-13158	72	15	non	non	ADJ
fuelectenerg-13158	72	16	-	-	ADJ
fuelectenerg-13158	72	17	destructive	destructive	ADJ
fuelectenerg-13158	72	18	tool	tool	NOUN
fuelectenerg-13158	72	19	for	for	ADP
fuelectenerg-13158	72	20	food	food	NOUN
fuelectenerg-13158	72	21	quality	quality	NOUN
fuelectenerg-13158	72	22	assessment	assessment	NOUN
fuelectenerg-13158	72	23	that	that	PRON
fuelectenerg-13158	72	24	surpasses	surpass	VERB
fuelectenerg-13158	72	25	conventional	conventional	ADJ
fuelectenerg-13158	72	26	,	,	PUNCT
fuelectenerg-13158	72	27	time	time	NOUN
fuelectenerg-13158	72	28	-	-	PUNCT
fuelectenerg-13158	72	29	consuming	consume	VERB
fuelectenerg-13158	72	30	analytical	analytical	ADJ
fuelectenerg-13158	72	31	methods	method	NOUN
fuelectenerg-13158	72	32	.	.	PUNCT
fuelectenerg-13158	73	1	in	in	ADP
fuelectenerg-13158	73	2	[	[	X
fuelectenerg-13158	73	3	18	18	NUM
fuelectenerg-13158	73	4	]	]	PUNCT
fuelectenerg-13158	73	5	,	,	PUNCT
fuelectenerg-13158	73	6	the	the	DET
fuelectenerg-13158	73	7	authors	author	NOUN
fuelectenerg-13158	73	8	predicted	predict	VERB
fuelectenerg-13158	73	9	restaurant	restaurant	NOUN
fuelectenerg-13158	73	10	rating	rating	NOUN
fuelectenerg-13158	73	11	and	and	CCONJ
fuelectenerg-13158	73	12	popularity	popularity	NOUN
fuelectenerg-13158	73	13	using	use	VERB
fuelectenerg-13158	73	14	ml	ml	ADP
fuelectenerg-13158	73	15	algorithms	algorithm	NOUN
fuelectenerg-13158	73	16	on	on	ADP
fuelectenerg-13158	73	17	the	the	DET
fuelectenerg-13158	73	18	yelp	yelp	NOUN
fuelectenerg-13158	73	19	dataset	dataset	NOUN
fuelectenerg-13158	73	20	.	.	PUNCT
fuelectenerg-13158	74	1	logistic	logistic	ADJ
fuelectenerg-13158	74	2	regression	regression	NOUN
fuelectenerg-13158	74	3	,	,	PUNCT
fuelectenerg-13158	74	4	naive	naive	ADJ
fuelectenerg-13158	74	5	bayes	bayes	NOUN
fuelectenerg-13158	74	6	,	,	PUNCT
fuelectenerg-13158	74	7	knn	knn	PROPN
fuelectenerg-13158	74	8	,	,	PUNCT
fuelectenerg-13158	74	9	and	and	CCONJ
fuelectenerg-13158	74	10	support	support	VERB
fuelectenerg-13158	74	11	vector	vector	NOUN
fuelectenerg-13158	74	12	machine	machine	NOUN
fuelectenerg-13158	74	13	(	(	PUNCT
fuelectenerg-13158	74	14	svm	svm	PROPN
fuelectenerg-13158	74	15	)	)	PUNCT
fuelectenerg-13158	74	16	were	be	AUX
fuelectenerg-13158	74	17	used	use	VERB
fuelectenerg-13158	74	18	,	,	PUNCT
fuelectenerg-13158	74	19	with	with	ADP
fuelectenerg-13158	74	20	logistic	logistic	ADJ
fuelectenerg-13158	74	21	regression	regression	NOUN
fuelectenerg-13158	74	22	achieving	achieve	VERB
fuelectenerg-13158	74	23	the	the	DET
fuelectenerg-13158	74	24	best	good	ADJ
fuelectenerg-13158	74	25	performance	performance	NOUN
fuelectenerg-13158	74	26	.	.	PUNCT
fuelectenerg-13158	75	1	in	in	ADP
fuelectenerg-13158	75	2	[	[	X
fuelectenerg-13158	75	3	19	19	NUM
fuelectenerg-13158	75	4	]	]	PUNCT
fuelectenerg-13158	75	5	,	,	PUNCT
fuelectenerg-13158	75	6	authors	author	NOUN
fuelectenerg-13158	75	7	applied	apply	VERB
fuelectenerg-13158	75	8	various	various	ADJ
fuelectenerg-13158	75	9	ml	ml	NOUN
fuelectenerg-13158	75	10	algorithms	algorithm	NOUN
fuelectenerg-13158	75	11	to	to	PART
fuelectenerg-13158	75	12	classify	classify	VERB
fuelectenerg-13158	75	13	indian	indian	ADJ
fuelectenerg-13158	75	14	dishes	dish	NOUN
fuelectenerg-13158	75	15	as	as	ADP
fuelectenerg-13158	75	16	vegetarian	vegetarian	NOUN
fuelectenerg-13158	75	17	or	or	CCONJ
fuelectenerg-13158	75	18	non	non	ADJ
fuelectenerg-13158	75	19	-	-	ADJ
fuelectenerg-13158	75	20	vegetarian	vegetarian	ADJ
fuelectenerg-13158	75	21	from	from	ADP
fuelectenerg-13158	75	22	images	image	NOUN
fuelectenerg-13158	75	23	.	.	PUNCT
fuelectenerg-13158	76	1	among	among	ADP
fuelectenerg-13158	76	2	these	these	DET
fuelectenerg-13158	76	3	algorithms	algorithm	NOUN
fuelectenerg-13158	76	4	,	,	PUNCT
fuelectenerg-13158	76	5	the	the	DET
fuelectenerg-13158	76	6	rf	rf	ADJ
fuelectenerg-13158	76	7	algorithm	algorithm	NOUN
fuelectenerg-13158	76	8	showing	show	VERB
fuelectenerg-13158	76	9	the	the	DET
fuelectenerg-13158	76	10	highest	high	ADJ
fuelectenerg-13158	76	11	accuracy	accuracy	NOUN
fuelectenerg-13158	76	12	compared	compare	VERB
fuelectenerg-13158	76	13	to	to	ADP
fuelectenerg-13158	76	14	dt	dt	PROPN
fuelectenerg-13158	76	15	,	,	PUNCT
fuelectenerg-13158	76	16	knn	knn	PROPN
fuelectenerg-13158	76	17	,	,	PUNCT
fuelectenerg-13158	76	18	and	and	CCONJ
fuelectenerg-13158	76	19	svm	svm	PROPN
fuelectenerg-13158	76	20	.	.	PROPN
fuelectenerg-13158	77	1	in	in	ADP
fuelectenerg-13158	77	2	[	[	X
fuelectenerg-13158	77	3	20	20	NUM
fuelectenerg-13158	77	4	]	]	PUNCT
fuelectenerg-13158	77	5	,	,	PUNCT
fuelectenerg-13158	77	6	authors	author	NOUN
fuelectenerg-13158	77	7	identified	identify	VERB
fuelectenerg-13158	77	8	and	and	CCONJ
fuelectenerg-13158	77	9	categorized	categorize	VERB
fuelectenerg-13158	77	10	the	the	DET
fuelectenerg-13158	77	11	indian	indian	ADJ
fuelectenerg-13158	77	12	dishes	dish	NOUN
fuelectenerg-13158	77	13	from	from	ADP
fuelectenerg-13158	77	14	images	image	NOUN
fuelectenerg-13158	77	15	by	by	ADP
fuelectenerg-13158	77	16	using	use	VERB
fuelectenerg-13158	77	17	deep	deep	ADJ
fuelectenerg-13158	77	18	learning	learning	NOUN
fuelectenerg-13158	77	19	model	model	NOUN
fuelectenerg-13158	77	20	such	such	ADJ
fuelectenerg-13158	77	21	as	as	ADP
fuelectenerg-13158	77	22	convolution	convolution	NOUN
fuelectenerg-13158	77	23	neural	neural	ADJ
fuelectenerg-13158	77	24	network	network	NOUN
fuelectenerg-13158	77	25	(	(	PUNCT
fuelectenerg-13158	77	26	cnn	cnn	PROPN
fuelectenerg-13158	77	27	)	)	PUNCT
fuelectenerg-13158	77	28	.	.	PUNCT
fuelectenerg-13158	78	1	in	in	ADP
fuelectenerg-13158	78	2	[	[	X
fuelectenerg-13158	78	3	21	21	NUM
fuelectenerg-13158	78	4	]	]	PUNCT
fuelectenerg-13158	78	5	,	,	PUNCT
fuelectenerg-13158	78	6	authors	author	NOUN
fuelectenerg-13158	78	7	used	use	VERB
fuelectenerg-13158	78	8	ml	ml	ADP
fuelectenerg-13158	78	9	algorithms	algorithm	NOUN
fuelectenerg-13158	78	10	such	such	ADJ
fuelectenerg-13158	78	11	as	as	ADP
fuelectenerg-13158	78	12	logistic	logistic	ADJ
fuelectenerg-13158	78	13	regression	regression	NOUN
fuelectenerg-13158	78	14	and	and	CCONJ
fuelectenerg-13158	78	15	naive	naive	ADJ
fuelectenerg-13158	78	16	bayes	bayes	NOUN
fuelectenerg-13158	78	17	,	,	PUNCT
fuelectenerg-13158	78	18	and	and	CCONJ
fuelectenerg-13158	78	19	deep	deep	ADJ
fuelectenerg-13158	78	20	learning	learning	NOUN
fuelectenerg-13158	78	21	models	model	NOUN
fuelectenerg-13158	78	22	like	like	ADP
fuelectenerg-13158	78	23	cnn	cnn	PROPN
fuelectenerg-13158	78	24	and	and	CCONJ
fuelectenerg-13158	78	25	bi	bi	ADJ
fuelectenerg-13158	78	26	-	-	ADJ
fuelectenerg-13158	78	27	directional	directional	ADJ
fuelectenerg-13158	78	28	long	long	ADJ
fuelectenerg-13158	78	29	short	short	ADJ
fuelectenerg-13158	78	30	-	-	PUNCT
fuelectenerg-13158	78	31	term	term	NOUN
fuelectenerg-13158	78	32	memory	memory	NOUN
fuelectenerg-13158	78	33	(	(	PUNCT
fuelectenerg-13158	78	34	bi	bi	NOUN
fuelectenerg-13158	78	35	-	-	ADJ
fuelectenerg-13158	78	36	lstm	lstm	ADJ
fuelectenerg-13158	78	37	)	)	PUNCT
fuelectenerg-13158	78	38	for	for	ADP
fuelectenerg-13158	78	39	sentiment	sentiment	NOUN
fuelectenerg-13158	78	40	analysis	analysis	NOUN
fuelectenerg-13158	78	41	of	of	ADP
fuelectenerg-13158	78	42	restaurant	restaurant	NOUN
fuelectenerg-13158	78	43	reviews	review	NOUN
fuelectenerg-13158	78	44	.	.	PUNCT
fuelectenerg-13158	79	1	both	both	DET
fuelectenerg-13158	79	2	cnn	cnn	PROPN
fuelectenerg-13158	79	3	and	and	CCONJ
fuelectenerg-13158	79	4	bi	bi	ADJ
fuelectenerg-13158	79	5	-	-	ADJ
fuelectenerg-13158	79	6	lstm	lstm	ADJ
fuelectenerg-13158	79	7	model	model	NOUN
fuelectenerg-13158	79	8	achieves	achieve	VERB
fuelectenerg-13158	79	9	the	the	DET
fuelectenerg-13158	79	10	accuracy	accuracy	NOUN
fuelectenerg-13158	79	11	of	of	ADP
fuelectenerg-13158	79	12	89	89	NUM
fuelectenerg-13158	79	13	%	%	NOUN
fuelectenerg-13158	79	14	and	and	CCONJ
fuelectenerg-13158	79	15	90	90	NUM
fuelectenerg-13158	79	16	%	%	NOUN
fuelectenerg-13158	79	17	,	,	PUNCT
fuelectenerg-13158	79	18	respectively	respectively	ADV
fuelectenerg-13158	79	19	.	.	PUNCT
fuelectenerg-13158	80	1	in	in	ADP
fuelectenerg-13158	80	2	[	[	X
fuelectenerg-13158	80	3	22	22	NUM
fuelectenerg-13158	80	4	]	]	PUNCT
fuelectenerg-13158	80	5	,	,	PUNCT
fuelectenerg-13158	80	6	authors	author	NOUN
fuelectenerg-13158	80	7	calculate	calculate	VERB
fuelectenerg-13158	80	8	foods	food	NOUN
fuelectenerg-13158	80	9	calories	calorie	NOUN
fuelectenerg-13158	80	10	by	by	ADP
fuelectenerg-13158	80	11	traditional	traditional	ADJ
fuelectenerg-13158	80	12	indian	indian	ADJ
fuelectenerg-13158	80	13	food	food	NOUN
fuelectenerg-13158	80	14	images	image	NOUN
fuelectenerg-13158	80	15	,	,	PUNCT
fuelectenerg-13158	80	16	and	and	CCONJ
fuelectenerg-13158	80	17	classified	classify	VERB
fuelectenerg-13158	80	18	using	use	VERB
fuelectenerg-13158	80	19	cnn	cnn	PROPN
fuelectenerg-13158	80	20	model	model	NOUN
fuelectenerg-13158	80	21	.	.	PUNCT
fuelectenerg-13158	81	1	in	in	ADP
fuelectenerg-13158	81	2	[	[	X
fuelectenerg-13158	81	3	23	23	NUM
fuelectenerg-13158	81	4	]	]	PUNCT
fuelectenerg-13158	81	5	,	,	PUNCT
fuelectenerg-13158	81	6	authors	author	NOUN
fuelectenerg-13158	81	7	classified	classify	VERB
fuelectenerg-13158	81	8	indian	indian	ADJ
fuelectenerg-13158	81	9	food	food	NOUN
fuelectenerg-13158	81	10	items	item	NOUN
fuelectenerg-13158	81	11	among	among	ADP
fuelectenerg-13158	81	12	5000	5000	NUM
fuelectenerg-13158	81	13	images	image	NOUN
fuelectenerg-13158	81	14	,	,	PUNCT
fuelectenerg-13158	81	15	15000	15000	NUM
fuelectenerg-13158	81	16	annotations	annotation	NOUN
fuelectenerg-13158	81	17	with	with	ADP
fuelectenerg-13158	81	18	30	30	NUM
fuelectenerg-13158	81	19	food	food	NOUN
fuelectenerg-13158	81	20	class	class	NOUN
fuelectenerg-13158	81	21	by	by	ADP
fuelectenerg-13158	81	22	applying	apply	VERB
fuelectenerg-13158	81	23	yolo5	yolo5	NOUN
fuelectenerg-13158	81	24	,	,	PUNCT
fuelectenerg-13158	81	25	yolo7	yolo7	NOUN
fuelectenerg-13158	81	26	and	and	CCONJ
fuelectenerg-13158	81	27	yolo8	yolo8	PROPN
fuelectenerg-13158	81	28	algorithms	algorithm	NOUN
fuelectenerg-13158	81	29	.	.	PUNCT
fuelectenerg-13158	82	1	the	the	DET
fuelectenerg-13158	82	2	algorithms	algorithm	NOUN
fuelectenerg-13158	82	3	are	be	AUX
fuelectenerg-13158	82	4	compared	compare	VERB
fuelectenerg-13158	82	5	on	on	ADP
fuelectenerg-13158	82	6	the	the	DET
fuelectenerg-13158	82	7	metric	metric	NOUN
fuelectenerg-13158	82	8	of	of	ADP
fuelectenerg-13158	82	9	accuracy	accuracy	NOUN
fuelectenerg-13158	82	10	,	,	PUNCT
fuelectenerg-13158	82	11	recall	recall	NOUN
fuelectenerg-13158	82	12	,	,	PUNCT
fuelectenerg-13158	82	13	and	and	CCONJ
fuelectenerg-13158	82	14	speed	speed	NOUN
fuelectenerg-13158	82	15	.	.	PUNCT
fuelectenerg-13158	83	1	when	when	SCONJ
fuelectenerg-13158	83	2	setting	set	VERB
fuelectenerg-13158	83	3	up	up	ADP
fuelectenerg-13158	83	4	a	a	DET
fuelectenerg-13158	83	5	new	new	ADJ
fuelectenerg-13158	83	6	restaurant	restaurant	NOUN
fuelectenerg-13158	83	7	,	,	PUNCT
fuelectenerg-13158	83	8	it	it	PRON
fuelectenerg-13158	83	9	is	be	AUX
fuelectenerg-13158	83	10	important	important	ADJ
fuelectenerg-13158	83	11	to	to	PART
fuelectenerg-13158	83	12	conduct	conduct	VERB
fuelectenerg-13158	83	13	a	a	DET
fuelectenerg-13158	83	14	basic	basic	ADJ
fuelectenerg-13158	83	15	survey	survey	NOUN
fuelectenerg-13158	83	16	covering	cover	VERB
fuelectenerg-13158	83	17	market	market	NOUN
fuelectenerg-13158	83	18	trend	trend	NOUN
fuelectenerg-13158	83	19	,	,	PUNCT
fuelectenerg-13158	83	20	customer	customer	NOUN
fuelectenerg-13158	83	21	preference	preference	NOUN
fuelectenerg-13158	83	22	,	,	PUNCT
fuelectenerg-13158	83	23	location	location	NOUN
fuelectenerg-13158	83	24	,	,	PUNCT
fuelectenerg-13158	83	25	food	food	NOUN
fuelectenerg-13158	83	26	choices	choice	NOUN
fuelectenerg-13158	83	27	,	,	PUNCT
fuelectenerg-13158	83	28	taste	taste	NOUN
fuelectenerg-13158	83	29	,	,	PUNCT
fuelectenerg-13158	83	30	and	and	CCONJ
fuelectenerg-13158	83	31	customer	customer	NOUN
fuelectenerg-13158	83	32	’s	’s	PART
fuelectenerg-13158	83	33	spending	spending	NOUN
fuelectenerg-13158	83	34	capacity	capacity	NOUN
fuelectenerg-13158	83	35	per	per	ADP
fuelectenerg-13158	83	36	person	person	NOUN
fuelectenerg-13158	83	37	.	.	PUNCT
fuelectenerg-13158	84	1	building	build	VERB
fuelectenerg-13158	84	2	on	on	ADP
fuelectenerg-13158	84	3	this	this	PRON
fuelectenerg-13158	84	4	,	,	PUNCT
fuelectenerg-13158	84	5	in	in	ADP
fuelectenerg-13158	84	6	[	[	PUNCT
fuelectenerg-13158	84	7	24	24	NUM
fuelectenerg-13158	84	8	]	]	PUNCT
fuelectenerg-13158	84	9	authors	author	NOUN
fuelectenerg-13158	84	10	applied	apply	VERB
fuelectenerg-13158	84	11	regression	regression	NOUN
fuelectenerg-13158	84	12	models	model	NOUN
fuelectenerg-13158	84	13	to	to	PART
fuelectenerg-13158	84	14	predict	predict	VERB
fuelectenerg-13158	84	15	outcomes	outcome	NOUN
fuelectenerg-13158	84	16	based	base	VERB
fuelectenerg-13158	84	17	on	on	ADP
fuelectenerg-13158	84	18	these	these	DET
fuelectenerg-13158	84	19	easily	easily	ADV
fuelectenerg-13158	84	20	controlled	control	VERB
fuelectenerg-13158	84	21	parameters	parameter	NOUN
fuelectenerg-13158	84	22	before	before	ADP
fuelectenerg-13158	84	23	opening	open	VERB
fuelectenerg-13158	84	24	a	a	DET
fuelectenerg-13158	84	25	new	new	ADJ
fuelectenerg-13158	84	26	restaurant	restaurant	NOUN
fuelectenerg-13158	84	27	.	.	PUNCT
fuelectenerg-13158	85	1	the	the	DET
fuelectenerg-13158	85	2	model	model	NOUN
fuelectenerg-13158	85	3	’s	’s	PART
fuelectenerg-13158	85	4	metrics	metric	NOUN
fuelectenerg-13158	85	5	were	be	AUX
fuelectenerg-13158	85	6	then	then	ADV
fuelectenerg-13158	85	7	compared	compare	VERB
fuelectenerg-13158	85	8	to	to	PART
fuelectenerg-13158	85	9	determine	determine	VERB
fuelectenerg-13158	85	10	the	the	DET
fuelectenerg-13158	85	11	optimal	optimal	ADJ
fuelectenerg-13158	85	12	regression	regression	NOUN
fuelectenerg-13158	85	13	model	model	NOUN
fuelectenerg-13158	85	14	for	for	ADP
fuelectenerg-13158	85	15	future	future	ADJ
fuelectenerg-13158	85	16	predictions	prediction	NOUN
fuelectenerg-13158	85	17	.	.	PUNCT
fuelectenerg-13158	86	1	it	it	PRON
fuelectenerg-13158	86	2	has	have	AUX
fuelectenerg-13158	86	3	been	be	AUX
fuelectenerg-13158	86	4	observed	observe	VERB
fuelectenerg-13158	86	5	form	form	NOUN
fuelectenerg-13158	86	6	this	this	DET
fuelectenerg-13158	86	7	study	study	NOUN
fuelectenerg-13158	86	8	that	that	PRON
fuelectenerg-13158	86	9	ml	ml	VERB
fuelectenerg-13158	86	10	algorithms	algorithm	NOUN
fuelectenerg-13158	86	11	play	play	VERB
fuelectenerg-13158	86	12	a	a	DET
fuelectenerg-13158	86	13	crucial	crucial	ADJ
fuelectenerg-13158	86	14	role	role	NOUN
fuelectenerg-13158	86	15	in	in	ADP
fuelectenerg-13158	86	16	analyzing	analyze	VERB
fuelectenerg-13158	86	17	datasets	dataset	NOUN
fuelectenerg-13158	86	18	collected	collect	VERB
fuelectenerg-13158	86	19	from	from	ADP
fuelectenerg-13158	86	20	various	various	ADJ
fuelectenerg-13158	86	21	home	home	NOUN
fuelectenerg-13158	86	22	delivery	delivery	NOUN
fuelectenerg-13158	86	23	food	food	NOUN
fuelectenerg-13158	86	24	apps	app	NOUN
fuelectenerg-13158	86	25	and	and	CCONJ
fuelectenerg-13158	86	26	other	other	ADJ
fuelectenerg-13158	86	27	platforms	platform	NOUN
fuelectenerg-13158	86	28	.	.	PUNCT
fuelectenerg-13158	87	1	these	these	DET
fuelectenerg-13158	87	2	data	datum	NOUN
fuelectenerg-13158	87	3	can	can	AUX
fuelectenerg-13158	87	4	be	be	AUX
fuelectenerg-13158	87	5	used	use	VERB
fuelectenerg-13158	87	6	to	to	PART
fuelectenerg-13158	87	7	assess	assess	VERB
fuelectenerg-13158	87	8	the	the	DET
fuelectenerg-13158	87	9	restaurant	restaurant	NOUN
fuelectenerg-13158	87	10	ratings	rating	NOUN
fuelectenerg-13158	87	11	,	,	PUNCT
fuelectenerg-13158	87	12	earnings	earning	NOUN
fuelectenerg-13158	87	13	,	,	PUNCT
fuelectenerg-13158	87	14	customer	customer	NOUN
fuelectenerg-13158	87	15	preferences	preference	NOUN
fuelectenerg-13158	87	16	,	,	PUNCT
fuelectenerg-13158	87	17	their	their	PRON
fuelectenerg-13158	87	18	needs	need	NOUN
fuelectenerg-13158	87	19	at	at	ADP
fuelectenerg-13158	87	20	different	different	ADJ
fuelectenerg-13158	87	21	time	time	NOUN
fuelectenerg-13158	87	22	slots	slot	NOUN
fuelectenerg-13158	87	23	such	such	ADJ
fuelectenerg-13158	87	24	as	as	ADP
fuelectenerg-13158	87	25	early	early	ADJ
fuelectenerg-13158	87	26	morning	morning	NOUN
fuelectenerg-13158	87	27	(	(	PUNCT
fuelectenerg-13158	87	28	for	for	ADP
fuelectenerg-13158	87	29	breakfast	breakfast	NOUN
fuelectenerg-13158	87	30	)	)	PUNCT
fuelectenerg-13158	87	31	,	,	PUNCT
fuelectenerg-13158	87	32	afternoon	afternoon	NOUN
fuelectenerg-13158	87	33	(	(	PUNCT
fuelectenerg-13158	87	34	for	for	ADP
fuelectenerg-13158	87	35	lunch	lunch	NOUN
fuelectenerg-13158	87	36	)	)	PUNCT
fuelectenerg-13158	87	37	,	,	PUNCT
fuelectenerg-13158	87	38	evening	evening	NOUN
fuelectenerg-13158	87	39	snacks	snack	NOUN
fuelectenerg-13158	87	40	,	,	PUNCT
fuelectenerg-13158	87	41	and	and	CCONJ
fuelectenerg-13158	87	42	dinner	dinner	NOUN
fuelectenerg-13158	87	43	habits	habit	NOUN
fuelectenerg-13158	87	44	,	,	PUNCT
fuelectenerg-13158	87	45	drink	drink	VERB
fuelectenerg-13158	87	46	choices	choice	NOUN
fuelectenerg-13158	87	47	,	,	PUNCT
fuelectenerg-13158	87	48	and	and	CCONJ
fuelectenerg-13158	87	49	more	more	ADJ
fuelectenerg-13158	87	50	.	.	PUNCT
fuelectenerg-13158	88	1	in	in	ADP
fuelectenerg-13158	88	2	this	this	DET
fuelectenerg-13158	88	3	paper	paper	NOUN
fuelectenerg-13158	88	4	,	,	PUNCT
fuelectenerg-13158	88	5	eda	eda	PROPN
fuelectenerg-13158	88	6	and	and	CCONJ
fuelectenerg-13158	88	7	ml	ml	ADP
fuelectenerg-13158	88	8	algorithms	algorithm	NOUN
fuelectenerg-13158	88	9	are	be	AUX
fuelectenerg-13158	88	10	applied	apply	VERB
fuelectenerg-13158	88	11	to	to	PART
fuelectenerg-13158	88	12	analyze	analyze	VERB
fuelectenerg-13158	88	13	the	the	DET
fuelectenerg-13158	88	14	top	top	ADJ
fuelectenerg-13158	88	15	restaurants	restaurant	NOUN
fuelectenerg-13158	88	16	,	,	PUNCT
fuelectenerg-13158	88	17	food	food	NOUN
fuelectenerg-13158	88	18	choices	choice	NOUN
fuelectenerg-13158	88	19	,	,	PUNCT
fuelectenerg-13158	88	20	and	and	CCONJ
fuelectenerg-13158	88	21	established	establish	VERB
fuelectenerg-13158	88	22	restaurants	restaurant	NOUN
fuelectenerg-13158	88	23	in	in	ADP
fuelectenerg-13158	88	24	india	india	PROPN
fuelectenerg-13158	88	25	using	use	VERB
fuelectenerg-13158	88	26	the	the	DET
fuelectenerg-13158	88	27	zomato	zomato	NOUN
fuelectenerg-13158	88	28	dataset	dataset	PROPN
fuelectenerg-13158	88	29	.	.	PUNCT
fuelectenerg-13158	89	1	machine	machine	NOUN
fuelectenerg-13158	89	2	learning	learning	NOUN
fuelectenerg-13158	89	3	-	-	PUNCT
fuelectenerg-13158	89	4	driven	drive	VERB
fuelectenerg-13158	89	5	statistical	statistical	ADJ
fuelectenerg-13158	89	6	analysis	analysis	NOUN
fuelectenerg-13158	89	7	of	of	ADP
fuelectenerg-13158	89	8	indian	indian	ADJ
fuelectenerg-13158	89	9	restaurants	restaurant	NOUN
fuelectenerg-13158	89	10	:	:	PUNCT
fuelectenerg-13158	89	11	insights	insight	NOUN
fuelectenerg-13158	89	12	from	from	ADP
fuelectenerg-13158	89	13	zomato	zomato	NOUN
fuelectenerg-13158	89	14	dataset	dataset	VERB
fuelectenerg-13158	89	15	359	359	NUM
fuelectenerg-13158	89	16	3	3	NUM
fuelectenerg-13158	89	17	.	.	PUNCT
fuelectenerg-13158	90	1	dataset	dataset	ADJ
fuelectenerg-13158	90	2	description	description	NOUN
fuelectenerg-13158	90	3	,	,	PUNCT
fuelectenerg-13158	90	4	pre	pre	ADJ
fuelectenerg-13158	90	5	-	-	ADJ
fuelectenerg-13158	90	6	processing	processing	ADJ
fuelectenerg-13158	90	7	,	,	PUNCT
fuelectenerg-13158	90	8	and	and	CCONJ
fuelectenerg-13158	90	9	work	work	NOUN
fuelectenerg-13158	90	10	flow	flow	NOUN
fuelectenerg-13158	90	11	this	this	DET
fuelectenerg-13158	90	12	section	section	NOUN
fuelectenerg-13158	90	13	deals	deal	VERB
fuelectenerg-13158	90	14	with	with	ADP
fuelectenerg-13158	90	15	dataset	dataset	ADJ
fuelectenerg-13158	90	16	description	description	NOUN
fuelectenerg-13158	90	17	,	,	PUNCT
fuelectenerg-13158	90	18	pre	pre	ADJ
fuelectenerg-13158	90	19	-	-	ADJ
fuelectenerg-13158	90	20	processing	processing	ADJ
fuelectenerg-13158	90	21	,	,	PUNCT
fuelectenerg-13158	90	22	and	and	CCONJ
fuelectenerg-13158	90	23	flow	flow	NOUN
fuelectenerg-13158	90	24	of	of	ADP
fuelectenerg-13158	90	25	the	the	DET
fuelectenerg-13158	90	26	presented	present	VERB
fuelectenerg-13158	90	27	work	work	NOUN
fuelectenerg-13158	90	28	.	.	PUNCT
fuelectenerg-13158	91	1	dataset	dataset	ADJ
fuelectenerg-13158	91	2	description	description	NOUN
fuelectenerg-13158	91	3	is	be	AUX
fuelectenerg-13158	91	4	presented	present	VERB
fuelectenerg-13158	91	5	in	in	ADP
fuelectenerg-13158	91	6	section	section	NOUN
fuelectenerg-13158	91	7	3.1	3.1	NUM
fuelectenerg-13158	91	8	.	.	PUNCT
fuelectenerg-13158	92	1	pre	pre	ADJ
fuelectenerg-13158	92	2	-	-	ADJ
fuelectenerg-13158	92	3	processing	processing	NOUN
fuelectenerg-13158	92	4	of	of	ADP
fuelectenerg-13158	92	5	data	datum	NOUN
fuelectenerg-13158	92	6	such	such	ADJ
fuelectenerg-13158	92	7	as	as	ADP
fuelectenerg-13158	92	8	data	datum	NOUN
fuelectenerg-13158	92	9	cleaning	cleaning	NOUN
fuelectenerg-13158	92	10	and	and	CCONJ
fuelectenerg-13158	92	11	handling	handling	NOUN
fuelectenerg-13158	92	12	of	of	ADP
fuelectenerg-13158	92	13	missing	miss	VERB
fuelectenerg-13158	92	14	values	value	NOUN
fuelectenerg-13158	92	15	are	be	AUX
fuelectenerg-13158	92	16	discussing	discuss	VERB
fuelectenerg-13158	92	17	in	in	ADP
fuelectenerg-13158	92	18	section	section	NOUN
fuelectenerg-13158	92	19	3.2	3.2	NUM
fuelectenerg-13158	92	20	.	.	PUNCT
fuelectenerg-13158	93	1	section	section	NOUN
fuelectenerg-13158	93	2	3.3	3.3	NUM
fuelectenerg-13158	93	3	represents	represent	VERB
fuelectenerg-13158	93	4	and	and	CCONJ
fuelectenerg-13158	93	5	discusses	discuss	VERB
fuelectenerg-13158	93	6	the	the	DET
fuelectenerg-13158	93	7	flow	flow	NOUN
fuelectenerg-13158	93	8	diagram	diagram	NOUN
fuelectenerg-13158	93	9	of	of	ADP
fuelectenerg-13158	93	10	present	present	ADJ
fuelectenerg-13158	93	11	work	work	NOUN
fuelectenerg-13158	93	12	.	.	PUNCT
fuelectenerg-13158	94	1	3.1	3.1	NUM
fuelectenerg-13158	94	2	.	.	PUNCT
fuelectenerg-13158	94	3	dataset	dataset	ADJ
fuelectenerg-13158	94	4	description	description	NOUN
fuelectenerg-13158	94	5	the	the	DET
fuelectenerg-13158	94	6	foundation	foundation	NOUN
fuelectenerg-13158	94	7	of	of	ADP
fuelectenerg-13158	94	8	this	this	DET
fuelectenerg-13158	94	9	research	research	NOUN
fuelectenerg-13158	94	10	is	be	AUX
fuelectenerg-13158	94	11	based	base	VERB
fuelectenerg-13158	94	12	on	on	ADP
fuelectenerg-13158	94	13	the	the	DET
fuelectenerg-13158	94	14	zomato	zomato	NOUN
fuelectenerg-13158	94	15	restaurant	restaurant	NOUN
fuelectenerg-13158	94	16	dataset	dataset	NOUN
fuelectenerg-13158	94	17	sourced	source	VERB
fuelectenerg-13158	94	18	from	from	ADP
fuelectenerg-13158	94	19	kaggle	kaggle	PROPN
fuelectenerg-13158	94	20	,	,	PUNCT
fuelectenerg-13158	94	21	encompassing	encompass	VERB
fuelectenerg-13158	94	22	a	a	DET
fuelectenerg-13158	94	23	total	total	NOUN
fuelectenerg-13158	94	24	of	of	ADP
fuelectenerg-13158	94	25	2,11,944	2,11,944	NUM
fuelectenerg-13158	94	26	entries	entry	NOUN
fuelectenerg-13158	94	27	with	with	ADP
fuelectenerg-13158	94	28	26	26	NUM
fuelectenerg-13158	94	29	distinct	distinct	ADJ
fuelectenerg-13158	94	30	columns	column	NOUN
fuelectenerg-13158	94	31	.	.	PUNCT
fuelectenerg-13158	95	1	each	each	DET
fuelectenerg-13158	95	2	column	column	NOUN
fuelectenerg-13158	95	3	serves	serve	VERB
fuelectenerg-13158	95	4	a	a	DET
fuelectenerg-13158	95	5	unique	unique	ADJ
fuelectenerg-13158	95	6	purpose	purpose	NOUN
fuelectenerg-13158	95	7	in	in	ADP
fuelectenerg-13158	95	8	characterizing	characterize	VERB
fuelectenerg-13158	95	9	restaurants	restaurant	NOUN
fuelectenerg-13158	95	10	detail	detail	NOUN
fuelectenerg-13158	95	11	.	.	PUNCT
fuelectenerg-13158	96	1	table	table	NOUN
fuelectenerg-13158	96	2	1	1	NUM
fuelectenerg-13158	96	3	represents	represent	VERB
fuelectenerg-13158	96	4	key	key	ADJ
fuelectenerg-13158	96	5	entities	entity	NOUN
fuelectenerg-13158	96	6	and	and	CCONJ
fuelectenerg-13158	96	7	their	their	PRON
fuelectenerg-13158	96	8	description	description	NOUN
fuelectenerg-13158	96	9	.	.	PUNCT
fuelectenerg-13158	97	1	table	table	NOUN
fuelectenerg-13158	97	2	1	1	NUM
fuelectenerg-13158	97	3	key	key	ADJ
fuelectenerg-13158	97	4	entities	entity	NOUN
fuelectenerg-13158	97	5	and	and	CCONJ
fuelectenerg-13158	97	6	their	their	PRON
fuelectenerg-13158	97	7	description	description	NOUN
fuelectenerg-13158	97	8	s.	s.	PROPN
fuelectenerg-13158	97	9	no	no	INTJ
fuelectenerg-13158	97	10	.	.	PUNCT
fuelectenerg-13158	98	1	entities	entity	NOUN
fuelectenerg-13158	98	2	entity	entity	NOUN
fuelectenerg-13158	98	3	description	description	NOUN
fuelectenerg-13158	98	4	1	1	NUM
fuelectenerg-13158	98	5	res_id	res_id	X
fuelectenerg-13158	98	6	a	a	DET
fuelectenerg-13158	98	7	unique	unique	ADJ
fuelectenerg-13158	98	8	identifier	identifier	NOUN
fuelectenerg-13158	98	9	for	for	ADP
fuelectenerg-13158	98	10	each	each	DET
fuelectenerg-13158	98	11	restaurant	restaurant	NOUN
fuelectenerg-13158	98	12	2	2	NUM
fuelectenerg-13158	98	13	name	name	NOUN
fuelectenerg-13158	98	14	name	name	NOUN
fuelectenerg-13158	98	15	of	of	ADP
fuelectenerg-13158	98	16	the	the	DET
fuelectenerg-13158	98	17	restaurant	restaurant	NOUN
fuelectenerg-13158	98	18	3	3	NUM
fuelectenerg-13158	98	19	establishment	establishment	NOUN
fuelectenerg-13158	98	20	type	type	NOUN
fuelectenerg-13158	98	21	of	of	ADP
fuelectenerg-13158	98	22	establishment	establishment	NOUN
fuelectenerg-13158	98	23	or	or	CCONJ
fuelectenerg-13158	98	24	restaurant	restaurant	NOUN
fuelectenerg-13158	98	25	category	category	NOUN
fuelectenerg-13158	98	26	4	4	NUM
fuelectenerg-13158	98	27	url	url	NOUN
fuelectenerg-13158	98	28	web	web	NOUN
fuelectenerg-13158	98	29	url	url	NOUN
fuelectenerg-13158	98	30	associated	associate	VERB
fuelectenerg-13158	98	31	with	with	ADP
fuelectenerg-13158	98	32	the	the	DET
fuelectenerg-13158	98	33	restaurant	restaurant	NOUN
fuelectenerg-13158	98	34	5	5	NUM
fuelectenerg-13158	98	35	address	address	NOUN
fuelectenerg-13158	98	36	physical	physical	ADJ
fuelectenerg-13158	98	37	address	address	NOUN
fuelectenerg-13158	98	38	of	of	ADP
fuelectenerg-13158	98	39	the	the	DET
fuelectenerg-13158	98	40	restaurant	restaurant	NOUN
fuelectenerg-13158	98	41	6	6	NUM
fuelectenerg-13158	98	42	city	city	NOUN
fuelectenerg-13158	98	43	the	the	DET
fuelectenerg-13158	98	44	city	city	NOUN
fuelectenerg-13158	98	45	where	where	SCONJ
fuelectenerg-13158	98	46	the	the	DET
fuelectenerg-13158	98	47	restaurant	restaurant	NOUN
fuelectenerg-13158	98	48	is	be	AUX
fuelectenerg-13158	98	49	located	locate	VERB
fuelectenerg-13158	98	50	7	7	NUM
fuelectenerg-13158	98	51	city_id	city_id	PROPN
fuelectenerg-13158	98	52	a	a	DET
fuelectenerg-13158	98	53	numerical	numerical	ADJ
fuelectenerg-13158	98	54	identifier	identifier	NOUN
fuelectenerg-13158	98	55	for	for	ADP
fuelectenerg-13158	98	56	the	the	DET
fuelectenerg-13158	98	57	city	city	NOUN
fuelectenerg-13158	98	58	8	8	NUM
fuelectenerg-13158	98	59	locality	locality	NOUN
fuelectenerg-13158	98	60	the	the	DET
fuelectenerg-13158	98	61	specific	specific	ADJ
fuelectenerg-13158	98	62	locality	locality	NOUN
fuelectenerg-13158	98	63	or	or	CCONJ
fuelectenerg-13158	98	64	neighborhood	neighborhood	NOUN
fuelectenerg-13158	98	65	within	within	ADP
fuelectenerg-13158	98	66	the	the	DET
fuelectenerg-13158	98	67	city	city	NOUN
fuelectenerg-13158	98	68	9	9	NUM
fuelectenerg-13158	98	69	latitude	latitude	NOUN
fuelectenerg-13158	98	70	the	the	DET
fuelectenerg-13158	98	71	geographical	geographical	ADJ
fuelectenerg-13158	98	72	latitude	latitude	NOUN
fuelectenerg-13158	98	73	coordinate	coordinate	NOUN
fuelectenerg-13158	98	74	of	of	ADP
fuelectenerg-13158	98	75	the	the	DET
fuelectenerg-13158	98	76	restaurant	restaurant	NOUN
fuelectenerg-13158	98	77	's	's	PART
fuelectenerg-13158	98	78	location	location	NOUN
fuelectenerg-13158	98	79	10	10	NUM
fuelectenerg-13158	98	80	longitude	longitude	VERB
fuelectenerg-13158	98	81	the	the	DET
fuelectenerg-13158	98	82	geographical	geographical	ADJ
fuelectenerg-13158	98	83	longitude	longitude	NOUN
fuelectenerg-13158	98	84	coordinate	coordinate	NOUN
fuelectenerg-13158	98	85	of	of	ADP
fuelectenerg-13158	98	86	the	the	DET
fuelectenerg-13158	98	87	restaurant	restaurant	NOUN
fuelectenerg-13158	98	88	's	's	PART
fuelectenerg-13158	98	89	location	location	NOUN
fuelectenerg-13158	98	90	11	11	NUM
fuelectenerg-13158	98	91	zipcode	zipcode	PROPN
fuelectenerg-13158	98	92	the	the	DET
fuelectenerg-13158	98	93	postal	postal	PROPN
fuelectenerg-13158	98	94	code	code	NOUN
fuelectenerg-13158	98	95	of	of	ADP
fuelectenerg-13158	98	96	the	the	DET
fuelectenerg-13158	98	97	restaurant	restaurant	NOUN
fuelectenerg-13158	98	98	's	's	PART
fuelectenerg-13158	98	99	location	location	NOUN
fuelectenerg-13158	98	100	12	12	NUM
fuelectenerg-13158	98	101	country_id	country_id	PROPN
fuelectenerg-13158	98	102	the	the	DET
fuelectenerg-13158	98	103	numerical	numerical	ADJ
fuelectenerg-13158	98	104	identifier	identifier	NOUN
fuelectenerg-13158	98	105	for	for	ADP
fuelectenerg-13158	98	106	the	the	DET
fuelectenerg-13158	98	107	country	country	NOUN
fuelectenerg-13158	98	108	(	(	PUNCT
fuelectenerg-13158	98	109	india	india	PROPN
fuelectenerg-13158	98	110	in	in	ADP
fuelectenerg-13158	98	111	this	this	DET
fuelectenerg-13158	98	112	case	case	NOUN
fuelectenerg-13158	98	113	)	)	PUNCT
fuelectenerg-13158	98	114	13	13	NUM
fuelectenerg-13158	98	115	locality_verbose	locality_verbose	VERB
fuelectenerg-13158	98	116	a	a	DET
fuelectenerg-13158	98	117	detailed	detailed	ADJ
fuelectenerg-13158	98	118	description	description	NOUN
fuelectenerg-13158	98	119	of	of	ADP
fuelectenerg-13158	98	120	the	the	DET
fuelectenerg-13158	98	121	restaurant	restaurant	NOUN
fuelectenerg-13158	98	122	's	's	PART
fuelectenerg-13158	98	123	locality	locality	NOUN
fuelectenerg-13158	98	124	14	14	NUM
fuelectenerg-13158	98	125	cuisines	cuisine	NOUN
fuelectenerg-13158	98	126	the	the	DET
fuelectenerg-13158	98	127	types	type	NOUN
fuelectenerg-13158	98	128	of	of	ADP
fuelectenerg-13158	98	129	cuisines	cuisine	NOUN
fuelectenerg-13158	98	130	served	serve	VERB
fuelectenerg-13158	98	131	by	by	ADP
fuelectenerg-13158	98	132	the	the	DET
fuelectenerg-13158	98	133	restaurant	restaurant	NOUN
fuelectenerg-13158	98	134	15	15	NUM
fuelectenerg-13158	98	135	timings	timing	NOUN
fuelectenerg-13158	98	136	information	information	NOUN
fuelectenerg-13158	98	137	about	about	ADP
fuelectenerg-13158	98	138	the	the	DET
fuelectenerg-13158	98	139	operating	operate	VERB
fuelectenerg-13158	98	140	hours	hour	NOUN
fuelectenerg-13158	98	141	of	of	ADP
fuelectenerg-13158	98	142	the	the	DET
fuelectenerg-13158	98	143	restaurant	restaurant	NOUN
fuelectenerg-13158	98	144	16	16	NUM
fuelectenerg-13158	98	145	average_cost_for_two	average_cost_for_two	NOUN
fuelectenerg-13158	98	146	the	the	DET
fuelectenerg-13158	98	147	average	average	ADJ
fuelectenerg-13158	98	148	cost	cost	NOUN
fuelectenerg-13158	98	149	for	for	ADP
fuelectenerg-13158	98	150	two	two	NUM
fuelectenerg-13158	98	151	people	people	NOUN
fuelectenerg-13158	98	152	dining	dine	VERB
fuelectenerg-13158	98	153	at	at	ADP
fuelectenerg-13158	98	154	the	the	DET
fuelectenerg-13158	98	155	restaurant	restaurant	NOUN
fuelectenerg-13158	98	156	17	17	NUM
fuelectenerg-13158	98	157	price_range	price_range	NOUN
fuelectenerg-13158	98	158	a	a	DET
fuelectenerg-13158	98	159	numerical	numerical	ADJ
fuelectenerg-13158	98	160	indicator	indicator	NOUN
fuelectenerg-13158	98	161	of	of	ADP
fuelectenerg-13158	98	162	the	the	DET
fuelectenerg-13158	98	163	price	price	NOUN
fuelectenerg-13158	98	164	range	range	NOUN
fuelectenerg-13158	98	165	of	of	ADP
fuelectenerg-13158	98	166	the	the	DET
fuelectenerg-13158	98	167	restaurant	restaurant	NOUN
fuelectenerg-13158	98	168	18	18	NUM
fuelectenerg-13158	98	169	currency	currency	NOUN
fuelectenerg-13158	98	170	the	the	DET
fuelectenerg-13158	98	171	currency	currency	NOUN
fuelectenerg-13158	98	172	used	use	VERB
fuelectenerg-13158	98	173	for	for	ADP
fuelectenerg-13158	98	174	pricing	price	VERB
fuelectenerg-13158	98	175	19	19	NUM
fuelectenerg-13158	98	176	highlights	highlight	NOUN
fuelectenerg-13158	98	177	notable	notable	ADJ
fuelectenerg-13158	98	178	features	feature	NOUN
fuelectenerg-13158	98	179	and	and	CCONJ
fuelectenerg-13158	98	180	services	service	NOUN
fuelectenerg-13158	98	181	offered	offer	VERB
fuelectenerg-13158	98	182	by	by	ADP
fuelectenerg-13158	98	183	the	the	DET
fuelectenerg-13158	98	184	restaurant	restaurant	NOUN
fuelectenerg-13158	98	185	20	20	NUM
fuelectenerg-13158	98	186	aggregate_rating	aggregate_rate	VERB
fuelectenerg-13158	98	187	the	the	DET
fuelectenerg-13158	98	188	overall	overall	ADJ
fuelectenerg-13158	98	189	rating	rating	NOUN
fuelectenerg-13158	98	190	of	of	ADP
fuelectenerg-13158	98	191	the	the	DET
fuelectenerg-13158	98	192	restaurant	restaurant	NOUN
fuelectenerg-13158	98	193	21	21	NUM
fuelectenerg-13158	98	194	rating_text	rating_text	ADP
fuelectenerg-13158	98	195	a	a	DET
fuelectenerg-13158	98	196	textual	textual	ADJ
fuelectenerg-13158	98	197	representation	representation	NOUN
fuelectenerg-13158	98	198	of	of	ADP
fuelectenerg-13158	98	199	the	the	DET
fuelectenerg-13158	98	200	restaurant	restaurant	NOUN
fuelectenerg-13158	98	201	's	's	PART
fuelectenerg-13158	98	202	rating	rating	NOUN
fuelectenerg-13158	98	203	(	(	PUNCT
fuelectenerg-13158	98	204	e.g.	e.g.	ADV
fuelectenerg-13158	98	205	,	,	PUNCT
fuelectenerg-13158	98	206	excellent	excellent	ADJ
fuelectenerg-13158	98	207	’	'	PUNCT
fuelectenerg-13158	98	208	,	,	PUNCT
fuelectenerg-13158	98	209	very	very	ADV
fuelectenerg-13158	98	210	good	good	ADJ
fuelectenerg-13158	98	211	’	'	PUNCT
fuelectenerg-13158	98	212	.	.	PUNCT
fuelectenerg-13158	99	1	etc	etc	X
fuelectenerg-13158	99	2	.	.	X
fuelectenerg-13158	99	3	)	)	PUNCT
fuelectenerg-13158	100	1	22	22	NUM
fuelectenerg-13158	100	2	votes	vote	NOUN
fuelectenerg-13158	100	3	the	the	DET
fuelectenerg-13158	100	4	number	number	NOUN
fuelectenerg-13158	100	5	of	of	ADP
fuelectenerg-13158	100	6	user	user	NOUN
fuelectenerg-13158	100	7	votes	vote	NOUN
fuelectenerg-13158	100	8	or	or	CCONJ
fuelectenerg-13158	100	9	ratings	rating	NOUN
fuelectenerg-13158	100	10	received	receive	VERB
fuelectenerg-13158	100	11	by	by	ADP
fuelectenerg-13158	100	12	the	the	DET
fuelectenerg-13158	100	13	restaurant	restaurant	NOUN
fuelectenerg-13158	100	14	23	23	NUM
fuelectenerg-13158	100	15	photo_count	photo_count	VERB
fuelectenerg-13158	100	16	the	the	DET
fuelectenerg-13158	100	17	count	count	NOUN
fuelectenerg-13158	100	18	of	of	ADP
fuelectenerg-13158	100	19	photos	photo	NOUN
fuelectenerg-13158	100	20	associated	associate	VERB
fuelectenerg-13158	100	21	with	with	ADP
fuelectenerg-13158	100	22	the	the	DET
fuelectenerg-13158	100	23	restaurant	restaurant	NOUN
fuelectenerg-13158	100	24	24	24	NUM
fuelectenerg-13158	100	25	opentable_support	opentable_support	PROPN
fuelectenerg-13158	100	26	indicates	indicate	VERB
fuelectenerg-13158	100	27	whether	whether	SCONJ
fuelectenerg-13158	100	28	the	the	DET
fuelectenerg-13158	100	29	restaurant	restaurant	NOUN
fuelectenerg-13158	100	30	supports	support	VERB
fuelectenerg-13158	100	31	reservations	reservation	NOUN
fuelectenerg-13158	100	32	through	through	ADP
fuelectenerg-13158	100	33	open	open	ADJ
fuelectenerg-13158	100	34	table	table	NOUN
fuelectenerg-13158	100	35	25	25	NUM
fuelectenerg-13158	100	36	delivery	delivery	NOUN
fuelectenerg-13158	100	37	a	a	DET
fuelectenerg-13158	100	38	binary	binary	ADJ
fuelectenerg-13158	100	39	indicator	indicator	NOUN
fuelectenerg-13158	100	40	(	(	PUNCT
fuelectenerg-13158	100	41	0	0	NUM
fuelectenerg-13158	100	42	or	or	CCONJ
fuelectenerg-13158	100	43	1	1	NUM
fuelectenerg-13158	100	44	)	)	PUNCT
fuelectenerg-13158	100	45	for	for	ADP
fuelectenerg-13158	100	46	restaurant	restaurant	NOUN
fuelectenerg-13158	100	47	delivery	delivery	NOUN
fuelectenerg-13158	100	48	service	service	NOUN
fuelectenerg-13158	100	49	availability	availability	NOUN
fuelectenerg-13158	100	50	26	26	NUM
fuelectenerg-13158	100	51	takeaway	takeaway	ADV
fuelectenerg-13158	100	52	a	a	DET
fuelectenerg-13158	100	53	binary	binary	ADJ
fuelectenerg-13158	100	54	indicator	indicator	NOUN
fuelectenerg-13158	100	55	(	(	PUNCT
fuelectenerg-13158	100	56	0	0	NUM
fuelectenerg-13158	100	57	or	or	CCONJ
fuelectenerg-13158	100	58	1	1	NUM
fuelectenerg-13158	100	59	)	)	PUNCT
fuelectenerg-13158	100	60	for	for	ADP
fuelectenerg-13158	100	61	restaurant	restaurant	NOUN
fuelectenerg-13158	100	62	takeaway	takeaway	PROPN
fuelectenerg-13158	100	63	service	service	NOUN
fuelectenerg-13158	100	64	availability	availability	NOUN
fuelectenerg-13158	100	65	360	360	NUM
fuelectenerg-13158	100	66	a.	a.	NOUN
fuelectenerg-13158	100	67	vaidhy	vaidhy	NOUN
fuelectenerg-13158	100	68	,	,	PUNCT
fuelectenerg-13158	100	69	d.	d.	PROPN
fuelectenerg-13158	100	70	batham	batham	PROPN
fuelectenerg-13158	100	71	,	,	PUNCT
fuelectenerg-13158	100	72	r.	r.	PROPN
fuelectenerg-13158	100	73	jain	jain	PROPN
fuelectenerg-13158	100	74	,	,	PUNCT
fuelectenerg-13158	100	75	a.	a.	NOUN
fuelectenerg-13158	100	76	manjhwar	manjhwar	NOUN
fuelectenerg-13158	100	77	3.2	3.2	NUM
fuelectenerg-13158	100	78	.	.	PUNCT
fuelectenerg-13158	101	1	data	datum	NOUN
fuelectenerg-13158	101	2	cleaning	cleaning	NOUN
fuelectenerg-13158	101	3	and	and	CCONJ
fuelectenerg-13158	101	4	handling	handling	NOUN
fuelectenerg-13158	101	5	of	of	ADP
fuelectenerg-13158	101	6	missing	miss	VERB
fuelectenerg-13158	101	7	values	value	NOUN
fuelectenerg-13158	101	8	ensuring	ensure	VERB
fuelectenerg-13158	101	9	data	datum	NOUN
fuelectenerg-13158	101	10	integrity	integrity	NOUN
fuelectenerg-13158	101	11	is	be	AUX
fuelectenerg-13158	101	12	paramount	paramount	ADJ
fuelectenerg-13158	101	13	for	for	ADP
fuelectenerg-13158	101	14	meaningful	meaningful	ADJ
fuelectenerg-13158	101	15	analysis	analysis	NOUN
fuelectenerg-13158	101	16	.	.	PUNCT
fuelectenerg-13158	102	1	several	several	ADJ
fuelectenerg-13158	102	2	techniques	technique	NOUN
fuelectenerg-13158	102	3	have	have	AUX
fuelectenerg-13158	102	4	been	be	AUX
fuelectenerg-13158	102	5	employed	employ	VERB
fuelectenerg-13158	102	6	in	in	ADP
fuelectenerg-13158	102	7	the	the	DET
fuelectenerg-13158	102	8	data	datum	NOUN
fuelectenerg-13158	102	9	cleaning	cleaning	NOUN
fuelectenerg-13158	102	10	and	and	CCONJ
fuelectenerg-13158	102	11	handling	handling	NOUN
fuelectenerg-13158	102	12	of	of	ADP
fuelectenerg-13158	102	13	missing	miss	VERB
fuelectenerg-13158	102	14	values	value	NOUN
fuelectenerg-13158	102	15	.	.	PUNCT
fuelectenerg-13158	103	1	▪	▪	NOUN
fuelectenerg-13158	103	2	removing	remove	VERB
fuelectenerg-13158	103	3	duplicates	duplicate	NOUN
fuelectenerg-13158	103	4	:	:	PUNCT
fuelectenerg-13158	103	5	all	all	DET
fuelectenerg-13158	103	6	the	the	DET
fuelectenerg-13158	103	7	duplicate	duplicate	ADJ
fuelectenerg-13158	103	8	entries	entry	NOUN
fuelectenerg-13158	103	9	based	base	VERB
fuelectenerg-13158	103	10	on	on	ADP
fuelectenerg-13158	103	11	‘	'	PUNCT
fuelectenerg-13158	103	12	res_id	res_id	X
fuelectenerg-13158	103	13	’	'	PUNCT
fuelectenerg-13158	103	14	have	have	AUX
fuelectenerg-13158	103	15	been	be	AUX
fuelectenerg-13158	103	16	removed	remove	VERB
fuelectenerg-13158	103	17	or	or	CCONJ
fuelectenerg-13158	103	18	eliminated	eliminate	VERB
fuelectenerg-13158	103	19	to	to	PART
fuelectenerg-13158	103	20	maintain	maintain	VERB
fuelectenerg-13158	103	21	dataset	dataset	ADJ
fuelectenerg-13158	103	22	consistency	consistency	NOUN
fuelectenerg-13158	103	23	.	.	PUNCT
fuelectenerg-13158	104	1	▪	▪	ADJ
fuelectenerg-13158	104	2	cleaning	clean	VERB
fuelectenerg-13158	104	3	establishment	establishment	NOUN
fuelectenerg-13158	104	4	values	value	NOUN
fuelectenerg-13158	104	5	:	:	PUNCT
fuelectenerg-13158	104	6	square	square	ADJ
fuelectenerg-13158	104	7	brackets	bracket	NOUN
fuelectenerg-13158	104	8	enclosing	enclose	VERB
fuelectenerg-13158	104	9	‘	'	PUNCT
fuelectenerg-13158	104	10	establishment	establishment	NOUN
fuelectenerg-13158	104	11	’	'	PUNCT
fuelectenerg-13158	104	12	values	value	NOUN
fuelectenerg-13158	104	13	have	have	AUX
fuelectenerg-13158	104	14	been	be	AUX
fuelectenerg-13158	104	15	removed	remove	VERB
fuelectenerg-13158	104	16	for	for	ADP
fuelectenerg-13158	104	17	readability	readability	NOUN
fuelectenerg-13158	104	18	,	,	PUNCT
fuelectenerg-13158	104	19	and	and	CCONJ
fuelectenerg-13158	104	20	empty	empty	ADJ
fuelectenerg-13158	104	21	values	value	NOUN
fuelectenerg-13158	104	22	were	be	AUX
fuelectenerg-13158	104	23	replaced	replace	VERB
fuelectenerg-13158	104	24	with	with	ADP
fuelectenerg-13158	104	25	‘	'	PUNCT
fuelectenerg-13158	104	26	na	na	NOUN
fuelectenerg-13158	104	27	’	'	PUNCT
fuelectenerg-13158	104	28	.	.	PUNCT
fuelectenerg-13158	105	1	▪	▪	NOUN
fuelectenerg-13158	105	2	handling	handle	VERB
fuelectenerg-13158	105	3	missing	miss	VERB
fuelectenerg-13158	105	4	values	value	NOUN
fuelectenerg-13158	105	5	:	:	PUNCT
fuelectenerg-13158	105	6	missing	miss	VERB
fuelectenerg-13158	105	7	values	value	NOUN
fuelectenerg-13158	105	8	in	in	ADP
fuelectenerg-13158	105	9	‘	'	PUNCT
fuelectenerg-13158	105	10	address	address	NOUN
fuelectenerg-13158	105	11	’	'	PUNCT
fuelectenerg-13158	105	12	and	and	CCONJ
fuelectenerg-13158	105	13	‘	'	PUNCT
fuelectenerg-13158	105	14	timings	timing	NOUN
fuelectenerg-13158	105	15	’	'	PUNCT
fuelectenerg-13158	105	16	have	have	AUX
fuelectenerg-13158	105	17	been	be	AUX
fuelectenerg-13158	105	18	imputed	impute	VERB
fuelectenerg-13158	105	19	with	with	ADP
fuelectenerg-13158	105	20	placeholder	placeholder	NOUN
fuelectenerg-13158	105	21	values	value	NOUN
fuelectenerg-13158	105	22	(	(	PUNCT
fuelectenerg-13158	105	23	‘	'	PUNCT
fuelectenerg-13158	105	24	unknown	unknown	ADJ
fuelectenerg-13158	105	25	’	'	PUNCT
fuelectenerg-13158	105	26	and	and	CCONJ
fuelectenerg-13158	105	27	‘	'	PUNCT
fuelectenerg-13158	105	28	not	not	PART
fuelectenerg-13158	105	29	available	available	ADJ
fuelectenerg-13158	105	30	’	'	PUNCT
fuelectenerg-13158	105	31	,	,	PUNCT
fuelectenerg-13158	105	32	respectively	respectively	ADV
fuelectenerg-13158	105	33	)	)	PUNCT
fuelectenerg-13158	105	34	,	,	PUNCT
fuelectenerg-13158	105	35	while	while	SCONJ
fuelectenerg-13158	105	36	missing	miss	VERB
fuelectenerg-13158	105	37	values	value	NOUN
fuelectenerg-13158	105	38	in	in	ADP
fuelectenerg-13158	105	39	‘	'	PUNCT
fuelectenerg-13158	105	40	opentable_support	opentable_support	NOUN
fuelectenerg-13158	105	41	’	'	PUNCT
fuelectenerg-13158	105	42	are	be	AUX
fuelectenerg-13158	105	43	filled	fill	VERB
fuelectenerg-13158	105	44	with	with	ADP
fuelectenerg-13158	105	45	the	the	DET
fuelectenerg-13158	105	46	default	default	NOUN
fuelectenerg-13158	105	47	value	value	NOUN
fuelectenerg-13158	105	48	‘	'	PUNCT
fuelectenerg-13158	105	49	0	0	NUM
fuelectenerg-13158	105	50	’	'	PUNCT
fuelectenerg-13158	105	51	.	.	PUNCT
fuelectenerg-13158	106	1	these	these	DET
fuelectenerg-13158	106	2	steps	step	NOUN
fuelectenerg-13158	106	3	made	make	VERB
fuelectenerg-13158	106	4	the	the	DET
fuelectenerg-13158	106	5	dataset	dataset	NOUN
fuelectenerg-13158	106	6	meaningful	meaningful	ADJ
fuelectenerg-13158	106	7	,	,	PUNCT
fuelectenerg-13158	106	8	robust	robust	ADJ
fuelectenerg-13158	106	9	,	,	PUNCT
fuelectenerg-13158	106	10	and	and	CCONJ
fuelectenerg-13158	106	11	free	free	ADJ
fuelectenerg-13158	106	12	from	from	ADP
fuelectenerg-13158	106	13	inconsistencies	inconsistency	NOUN
fuelectenerg-13158	106	14	and	and	CCONJ
fuelectenerg-13158	106	15	made	make	VERB
fuelectenerg-13158	106	16	it	it	PRON
fuelectenerg-13158	106	17	ready	ready	ADJ
fuelectenerg-13158	106	18	for	for	ADP
fuelectenerg-13158	106	19	exploration	exploration	NOUN
fuelectenerg-13158	106	20	and	and	CCONJ
fuelectenerg-13158	106	21	predictive	predictive	ADJ
fuelectenerg-13158	106	22	modelling	modelling	NOUN
fuelectenerg-13158	106	23	.	.	PUNCT
fuelectenerg-13158	107	1	the	the	DET
fuelectenerg-13158	107	2	updated	update	VERB
fuelectenerg-13158	107	3	dataset	dataset	NOUN
fuelectenerg-13158	107	4	focuses	focus	VERB
fuelectenerg-13158	107	5	on	on	ADP
fuelectenerg-13158	107	6	key	key	ADJ
fuelectenerg-13158	107	7	attributes	attribute	NOUN
fuelectenerg-13158	107	8	essential	essential	ADJ
fuelectenerg-13158	107	9	to	to	ADP
fuelectenerg-13158	107	10	facilitating	facilitate	VERB
fuelectenerg-13158	107	11	a	a	DET
fuelectenerg-13158	107	12	more	more	ADV
fuelectenerg-13158	107	13	concise	concise	ADJ
fuelectenerg-13158	107	14	and	and	CCONJ
fuelectenerg-13158	107	15	effective	effective	ADJ
fuelectenerg-13158	107	16	analysis	analysis	NOUN
fuelectenerg-13158	107	17	.	.	PUNCT
fuelectenerg-13158	108	1	initially	initially	ADV
fuelectenerg-13158	108	2	,	,	PUNCT
fuelectenerg-13158	108	3	the	the	DET
fuelectenerg-13158	108	4	dataset	dataset	NOUN
fuelectenerg-13158	108	5	contained	contain	VERB
fuelectenerg-13158	108	6	2,11,944	2,11,944	NUM
fuelectenerg-13158	108	7	entries	entry	NOUN
fuelectenerg-13158	108	8	.	.	PUNCT
fuelectenerg-13158	109	1	after	after	ADP
fuelectenerg-13158	109	2	handling	handle	VERB
fuelectenerg-13158	109	3	missing	miss	VERB
fuelectenerg-13158	109	4	values	value	NOUN
fuelectenerg-13158	109	5	and	and	CCONJ
fuelectenerg-13158	109	6	feature	feature	NOUN
fuelectenerg-13158	109	7	selection	selection	NOUN
fuelectenerg-13158	109	8	,	,	PUNCT
fuelectenerg-13158	109	9	approximately	approximately	ADV
fuelectenerg-13158	109	10	1,95,000	1,95,000	NUM
fuelectenerg-13158	109	11	entries	entry	NOUN
fuelectenerg-13158	109	12	were	be	AUX
fuelectenerg-13158	109	13	retained	retain	VERB
fuelectenerg-13158	109	14	for	for	ADP
fuelectenerg-13158	109	15	training	training	NOUN
fuelectenerg-13158	109	16	and	and	CCONJ
fuelectenerg-13158	109	17	testing	testing	NOUN
fuelectenerg-13158	109	18	.	.	PUNCT
fuelectenerg-13158	110	1	a	a	DET
fuelectenerg-13158	110	2	90	90	NUM
fuelectenerg-13158	110	3	-	-	SYM
fuelectenerg-13158	110	4	10	10	NUM
fuelectenerg-13158	110	5	split	split	NOUN
fuelectenerg-13158	110	6	was	be	AUX
fuelectenerg-13158	110	7	applied	apply	VERB
fuelectenerg-13158	110	8	,	,	PUNCT
fuelectenerg-13158	110	9	where	where	SCONJ
fuelectenerg-13158	110	10	90	90	NUM
fuelectenerg-13158	110	11	%	%	NOUN
fuelectenerg-13158	110	12	of	of	ADP
fuelectenerg-13158	110	13	the	the	DET
fuelectenerg-13158	110	14	data	datum	NOUN
fuelectenerg-13158	110	15	was	be	AUX
fuelectenerg-13158	110	16	used	use	VERB
fuelectenerg-13158	110	17	for	for	ADP
fuelectenerg-13158	110	18	training	training	NOUN
fuelectenerg-13158	110	19	,	,	PUNCT
fuelectenerg-13158	110	20	and	and	CCONJ
fuelectenerg-13158	110	21	10	10	NUM
fuelectenerg-13158	110	22	%	%	NOUN
fuelectenerg-13158	110	23	for	for	ADP
fuelectenerg-13158	110	24	testing	testing	NOUN
fuelectenerg-13158	110	25	.	.	PUNCT
fuelectenerg-13158	111	1	3.3	3.3	NUM
fuelectenerg-13158	111	2	.	.	PUNCT
fuelectenerg-13158	112	1	work	work	NOUN
fuelectenerg-13158	112	2	flow	flow	NOUN
fuelectenerg-13158	112	3	fig	fig	NOUN
fuelectenerg-13158	112	4	.	.	PUNCT
fuelectenerg-13158	113	1	2	2	NUM
fuelectenerg-13158	113	2	shows	show	VERB
fuelectenerg-13158	113	3	flow	flow	NOUN
fuelectenerg-13158	113	4	diagram	diagram	NOUN
fuelectenerg-13158	113	5	of	of	ADP
fuelectenerg-13158	113	6	the	the	DET
fuelectenerg-13158	113	7	present	present	ADJ
fuelectenerg-13158	113	8	work	work	NOUN
fuelectenerg-13158	113	9	.	.	PUNCT
fuelectenerg-13158	114	1	first	first	ADV
fuelectenerg-13158	114	2	collect	collect	VERB
fuelectenerg-13158	114	3	the	the	DET
fuelectenerg-13158	114	4	zomato	zomato	NOUN
fuelectenerg-13158	114	5	dataset	dataset	VERB
fuelectenerg-13158	114	6	from	from	ADP
fuelectenerg-13158	114	7	the	the	DET
fuelectenerg-13158	114	8	kaggle	kaggle	ADJ
fuelectenerg-13158	114	9	website	website	NOUN
fuelectenerg-13158	114	10	.	.	PUNCT
fuelectenerg-13158	115	1	these	these	DET
fuelectenerg-13158	115	2	data	datum	NOUN
fuelectenerg-13158	115	3	are	be	AUX
fuelectenerg-13158	115	4	pre	pre	ADJ
fuelectenerg-13158	115	5	-	-	VERB
fuelectenerg-13158	115	6	processed	processed	ADJ
fuelectenerg-13158	115	7	to	to	PART
fuelectenerg-13158	115	8	avoid	avoid	VERB
fuelectenerg-13158	115	9	errors	error	NOUN
fuelectenerg-13158	115	10	and	and	CCONJ
fuelectenerg-13158	115	11	null	null	ADJ
fuelectenerg-13158	115	12	entity	entity	NOUN
fuelectenerg-13158	115	13	,	,	PUNCT
fuelectenerg-13158	115	14	then	then	ADV
fuelectenerg-13158	115	15	eda	eda	PROPN
fuelectenerg-13158	115	16	is	be	AUX
fuelectenerg-13158	115	17	applying	apply	VERB
fuelectenerg-13158	115	18	to	to	ADP
fuelectenerg-13158	115	19	the	the	DET
fuelectenerg-13158	115	20	filtered	filter	VERB
fuelectenerg-13158	115	21	dataset	dataset	NOUN
fuelectenerg-13158	115	22	to	to	PART
fuelectenerg-13158	115	23	extract	extract	VERB
fuelectenerg-13158	115	24	the	the	DET
fuelectenerg-13158	115	25	relevant	relevant	ADJ
fuelectenerg-13158	115	26	features	feature	NOUN
fuelectenerg-13158	115	27	of	of	ADP
fuelectenerg-13158	115	28	restaurants	restaurant	NOUN
fuelectenerg-13158	115	29	.	.	PUNCT
fuelectenerg-13158	116	1	now	now	ADV
fuelectenerg-13158	116	2	,	,	PUNCT
fuelectenerg-13158	116	3	select	select	VERB
fuelectenerg-13158	116	4	the	the	DET
fuelectenerg-13158	116	5	relevant	relevant	ADJ
fuelectenerg-13158	116	6	features	feature	NOUN
fuelectenerg-13158	116	7	and	and	CCONJ
fuelectenerg-13158	116	8	transform	transform	VERB
fuelectenerg-13158	116	9	them	they	PRON
fuelectenerg-13158	116	10	for	for	ADP
fuelectenerg-13158	116	11	modelling	modelling	NOUN
fuelectenerg-13158	116	12	.	.	PUNCT
fuelectenerg-13158	117	1	the	the	DET
fuelectenerg-13158	117	2	ml	ml	PROPN
fuelectenerg-13158	117	3	algorithms	algorithm	NOUN
fuelectenerg-13158	117	4	used	use	VERB
fuelectenerg-13158	117	5	90	90	NUM
fuelectenerg-13158	117	6	%	%	NOUN
fuelectenerg-13158	117	7	data	datum	NOUN
fuelectenerg-13158	117	8	for	for	ADP
fuelectenerg-13158	117	9	training	training	NOUN
fuelectenerg-13158	117	10	purpose	purpose	NOUN
fuelectenerg-13158	117	11	and	and	CCONJ
fuelectenerg-13158	117	12	10	10	NUM
fuelectenerg-13158	117	13	%	%	NOUN
fuelectenerg-13158	117	14	data	datum	NOUN
fuelectenerg-13158	117	15	for	for	ADP
fuelectenerg-13158	117	16	testing	testing	NOUN
fuelectenerg-13158	117	17	.	.	PUNCT
fuelectenerg-13158	118	1	the	the	DET
fuelectenerg-13158	118	2	performance	performance	NOUN
fuelectenerg-13158	118	3	of	of	ADP
fuelectenerg-13158	118	4	each	each	DET
fuelectenerg-13158	118	5	algorithm	algorithm	NOUN
fuelectenerg-13158	118	6	is	be	AUX
fuelectenerg-13158	118	7	then	then	ADV
fuelectenerg-13158	118	8	evaluated	evaluate	VERB
fuelectenerg-13158	118	9	and	and	CCONJ
fuelectenerg-13158	118	10	compared	compare	VERB
fuelectenerg-13158	118	11	.	.	PUNCT
fuelectenerg-13158	119	1	fig	fig	NOUN
fuelectenerg-13158	119	2	.	.	PUNCT
fuelectenerg-13158	120	1	2	2	NUM
fuelectenerg-13158	120	2	flow	flow	NOUN
fuelectenerg-13158	120	3	diagram	diagram	NOUN
fuelectenerg-13158	120	4	of	of	ADP
fuelectenerg-13158	120	5	present	present	ADJ
fuelectenerg-13158	120	6	work	work	NOUN
fuelectenerg-13158	120	7	4	4	NUM
fuelectenerg-13158	120	8	.	.	PUNCT
fuelectenerg-13158	120	9	eda	eda	PROPN
fuelectenerg-13158	120	10	the	the	DET
fuelectenerg-13158	120	11	section	section	NOUN
fuelectenerg-13158	120	12	provides	provide	VERB
fuelectenerg-13158	120	13	a	a	DET
fuelectenerg-13158	120	14	detailed	detailed	ADJ
fuelectenerg-13158	120	15	description	description	NOUN
fuelectenerg-13158	120	16	of	of	ADP
fuelectenerg-13158	120	17	the	the	DET
fuelectenerg-13158	120	18	eda	eda	PROPN
fuelectenerg-13158	120	19	tool	tool	NOUN
fuelectenerg-13158	120	20	and	and	CCONJ
fuelectenerg-13158	120	21	its	its	PRON
fuelectenerg-13158	120	22	analysis	analysis	NOUN
fuelectenerg-13158	120	23	report	report	NOUN
fuelectenerg-13158	120	24	.	.	PUNCT
fuelectenerg-13158	121	1	data	datum	NOUN
fuelectenerg-13158	121	2	scientists	scientist	NOUN
fuelectenerg-13158	121	3	use	use	VERB
fuelectenerg-13158	121	4	eda	eda	PROPN
fuelectenerg-13158	121	5	as	as	ADP
fuelectenerg-13158	121	6	a	a	DET
fuelectenerg-13158	121	7	fundamental	fundamental	ADJ
fuelectenerg-13158	121	8	and	and	CCONJ
fuelectenerg-13158	121	9	vital	vital	ADJ
fuelectenerg-13158	121	10	tool	tool	NOUN
fuelectenerg-13158	121	11	to	to	PART
fuelectenerg-13158	121	12	examine	examine	VERB
fuelectenerg-13158	121	13	,	,	PUNCT
fuelectenerg-13158	121	14	explore	explore	VERB
fuelectenerg-13158	121	15	,	,	PUNCT
fuelectenerg-13158	121	16	and	and	CCONJ
fuelectenerg-13158	121	17	summarize	summarize	VERB
fuelectenerg-13158	121	18	dataset	dataset	NOUN
fuelectenerg-13158	121	19	’s	’s	PART
fuelectenerg-13158	121	20	key	key	ADJ
fuelectenerg-13158	121	21	features	feature	NOUN
fuelectenerg-13158	121	22	,	,	PUNCT
fuelectenerg-13158	121	23	frequently	frequently	ADV
fuelectenerg-13158	121	24	using	use	VERB
fuelectenerg-13158	121	25	data	datum	NOUN
fuelectenerg-13158	121	26	visualization	visualization	NOUN
fuelectenerg-13158	121	27	techniques	technique	NOUN
fuelectenerg-13158	121	28	[	[	X
fuelectenerg-13158	121	29	8	8	NUM
fuelectenerg-13158	121	30	]	]	PUNCT
fuelectenerg-13158	121	31	,	,	PUNCT
fuelectenerg-13158	122	1	[	[	X
fuelectenerg-13158	122	2	9	9	NUM
fuelectenerg-13158	122	3	]	]	PUNCT
fuelectenerg-13158	122	4	,	,	PUNCT
fuelectenerg-13158	122	5	[	[	X
fuelectenerg-13158	122	6	10	10	NUM
fuelectenerg-13158	122	7	]	]	PUNCT
fuelectenerg-13158	122	8	.	.	PUNCT
fuelectenerg-13158	123	1	it	it	PRON
fuelectenerg-13158	123	2	can	can	AUX
fuelectenerg-13158	123	3	help	help	VERB
fuelectenerg-13158	123	4	to	to	PART
fuelectenerg-13158	123	5	identify	identify	VERB
fuelectenerg-13158	123	6	patterns	pattern	NOUN
fuelectenerg-13158	123	7	within	within	ADP
fuelectenerg-13158	123	8	data	datum	NOUN
fuelectenerg-13158	123	9	and	and	CCONJ
fuelectenerg-13158	123	10	determine	determine	VERB
fuelectenerg-13158	123	11	errors	error	NOUN
fuelectenerg-13158	123	12	and	and	CCONJ
fuelectenerg-13158	123	13	relationships	relationship	NOUN
fuelectenerg-13158	123	14	among	among	ADP
fuelectenerg-13158	123	15	variables	variable	NOUN
fuelectenerg-13158	123	16	machine	machine	NOUN
fuelectenerg-13158	123	17	learning	learning	NOUN
fuelectenerg-13158	123	18	-	-	PUNCT
fuelectenerg-13158	123	19	driven	drive	VERB
fuelectenerg-13158	123	20	statistical	statistical	ADJ
fuelectenerg-13158	123	21	analysis	analysis	NOUN
fuelectenerg-13158	123	22	of	of	ADP
fuelectenerg-13158	123	23	indian	indian	ADJ
fuelectenerg-13158	123	24	restaurants	restaurant	NOUN
fuelectenerg-13158	123	25	:	:	PUNCT
fuelectenerg-13158	123	26	insights	insight	NOUN
fuelectenerg-13158	123	27	from	from	ADP
fuelectenerg-13158	123	28	zomato	zomato	NOUN
fuelectenerg-13158	123	29	dataset	dataset	VERB
fuelectenerg-13158	123	30	361	361	NUM
fuelectenerg-13158	123	31	used	use	VERB
fuelectenerg-13158	123	32	in	in	ADP
fuelectenerg-13158	123	33	the	the	DET
fuelectenerg-13158	123	34	dataset	dataset	NOUN
fuelectenerg-13158	123	35	.	.	PUNCT
fuelectenerg-13158	124	1	the	the	DET
fuelectenerg-13158	124	2	purpose	purpose	NOUN
fuelectenerg-13158	124	3	of	of	ADP
fuelectenerg-13158	124	4	exploratory	exploratory	ADJ
fuelectenerg-13158	124	5	analysis	analysis	NOUN
fuelectenerg-13158	124	6	is	be	AUX
fuelectenerg-13158	124	7	to	to	PART
fuelectenerg-13158	124	8	ascertain	ascertain	VERB
fuelectenerg-13158	124	9	the	the	DET
fuelectenerg-13158	124	10	validity	validity	NOUN
fuelectenerg-13158	124	11	of	of	ADP
fuelectenerg-13158	124	12	the	the	DET
fuelectenerg-13158	124	13	data	datum	NOUN
fuelectenerg-13158	124	14	generated	generate	VERB
fuelectenerg-13158	124	15	,	,	PUNCT
fuelectenerg-13158	124	16	thereby	thereby	ADV
fuelectenerg-13158	124	17	assisting	assist	VERB
fuelectenerg-13158	124	18	stakeholders	stakeholder	NOUN
fuelectenerg-13158	124	19	in	in	ADP
fuelectenerg-13158	124	20	obtaining	obtain	VERB
fuelectenerg-13158	124	21	answers	answer	NOUN
fuelectenerg-13158	124	22	to	to	ADP
fuelectenerg-13158	124	23	their	their	PRON
fuelectenerg-13158	124	24	inquiries	inquiry	NOUN
fuelectenerg-13158	124	25	regarding	regard	VERB
fuelectenerg-13158	124	26	confidence	confidence	NOUN
fuelectenerg-13158	124	27	intervals	interval	NOUN
fuelectenerg-13158	124	28	,	,	PUNCT
fuelectenerg-13158	124	29	categorical	categorical	ADJ
fuelectenerg-13158	124	30	variables	variable	NOUN
fuelectenerg-13158	124	31	,	,	PUNCT
fuelectenerg-13158	124	32	and	and	CCONJ
fuelectenerg-13158	124	33	standard	standard	ADJ
fuelectenerg-13158	124	34	deviations	deviation	NOUN
fuelectenerg-13158	124	35	.	.	PUNCT
fuelectenerg-13158	125	1	after	after	SCONJ
fuelectenerg-13158	125	2	eda	eda	PROPN
fuelectenerg-13158	125	3	is	be	AUX
fuelectenerg-13158	125	4	finished	finish	VERB
fuelectenerg-13158	125	5	,	,	PUNCT
fuelectenerg-13158	125	6	conclusions	conclusion	NOUN
fuelectenerg-13158	125	7	are	be	AUX
fuelectenerg-13158	125	8	made	make	VERB
fuelectenerg-13158	125	9	,	,	PUNCT
fuelectenerg-13158	125	10	and	and	CCONJ
fuelectenerg-13158	125	11	its	its	PRON
fuelectenerg-13158	125	12	features	feature	NOUN
fuelectenerg-13158	125	13	can	can	AUX
fuelectenerg-13158	125	14	be	be	AUX
fuelectenerg-13158	125	15	applied	apply	VERB
fuelectenerg-13158	125	16	to	to	ADP
fuelectenerg-13158	125	17	more	more	ADV
fuelectenerg-13158	125	18	complex	complex	ADJ
fuelectenerg-13158	125	19	data	datum	NOUN
fuelectenerg-13158	125	20	analysis	analysis	NOUN
fuelectenerg-13158	125	21	or	or	CCONJ
fuelectenerg-13158	125	22	modelling	modelling	NOUN
fuelectenerg-13158	125	23	,	,	PUNCT
fuelectenerg-13158	125	24	such	such	ADJ
fuelectenerg-13158	125	25	as	as	ADP
fuelectenerg-13158	125	26	machine	machine	NOUN
fuelectenerg-13158	125	27	learning	learn	VERB
fuelectenerg-13158	125	28	[	[	X
fuelectenerg-13158	125	29	8	8	NUM
fuelectenerg-13158	125	30	]	]	PUNCT
fuelectenerg-13158	125	31	,	,	PUNCT
fuelectenerg-13158	126	1	[	[	X
fuelectenerg-13158	126	2	9	9	NUM
fuelectenerg-13158	126	3	]	]	PUNCT
fuelectenerg-13158	126	4	,	,	PUNCT
fuelectenerg-13158	126	5	[	[	X
fuelectenerg-13158	126	6	10	10	NUM
fuelectenerg-13158	126	7	]	]	PUNCT
fuelectenerg-13158	126	8	.	.	PUNCT
fuelectenerg-13158	127	1	in	in	ADP
fuelectenerg-13158	127	2	this	this	DET
fuelectenerg-13158	127	3	paper	paper	NOUN
fuelectenerg-13158	127	4	,	,	PUNCT
fuelectenerg-13158	127	5	eda	eda	PROPN
fuelectenerg-13158	127	6	is	be	AUX
fuelectenerg-13158	127	7	used	use	VERB
fuelectenerg-13158	127	8	for	for	SCONJ
fuelectenerg-13158	127	9	zomato	zomato	NOUN
fuelectenerg-13158	127	10	restaurant	restaurant	NOUN
fuelectenerg-13158	127	11	dataset	dataset	VERB
fuelectenerg-13158	127	12	to	to	PART
fuelectenerg-13158	127	13	identify	identify	VERB
fuelectenerg-13158	127	14	the	the	DET
fuelectenerg-13158	127	15	patterns	pattern	NOUN
fuelectenerg-13158	127	16	,	,	PUNCT
fuelectenerg-13158	127	17	relationships	relationship	NOUN
fuelectenerg-13158	127	18	,	,	PUNCT
fuelectenerg-13158	127	19	key	key	ADJ
fuelectenerg-13158	127	20	observations	observation	NOUN
fuelectenerg-13158	127	21	including	include	VERB
fuelectenerg-13158	127	22	harnessing	harness	VERB
fuelectenerg-13158	127	23	various	various	ADJ
fuelectenerg-13158	127	24	data	datum	NOUN
fuelectenerg-13158	127	25	visualization	visualization	NOUN
fuelectenerg-13158	127	26	techniques	technique	NOUN
fuelectenerg-13158	127	27	to	to	PART
fuelectenerg-13158	127	28	achieve	achieve	VERB
fuelectenerg-13158	127	29	desired	desire	VERB
fuelectenerg-13158	127	30	business	business	NOUN
fuelectenerg-13158	127	31	objectives	objective	NOUN
fuelectenerg-13158	127	32	and	and	CCONJ
fuelectenerg-13158	127	33	goals	goal	NOUN
fuelectenerg-13158	127	34	.	.	PUNCT
fuelectenerg-13158	128	1	the	the	DET
fuelectenerg-13158	128	2	data	data	NOUN
fuelectenerg-13158	128	3	visualization	visualization	NOUN
fuelectenerg-13158	128	4	and	and	CCONJ
fuelectenerg-13158	128	5	interpretations	interpretation	NOUN
fuelectenerg-13158	128	6	for	for	ADP
fuelectenerg-13158	128	7	eda	eda	PROPN
fuelectenerg-13158	128	8	is	be	AUX
fuelectenerg-13158	128	9	expressed	express	VERB
fuelectenerg-13158	128	10	in	in	ADP
fuelectenerg-13158	128	11	terms	term	NOUN
fuelectenerg-13158	128	12	of	of	ADP
fuelectenerg-13158	128	13	top	top	ADJ
fuelectenerg-13158	128	14	restaurants	restaurant	NOUN
fuelectenerg-13158	128	15	chain	chain	NOUN
fuelectenerg-13158	128	16	in	in	ADP
fuelectenerg-13158	128	17	india	india	PROPN
fuelectenerg-13158	128	18	by	by	ADP
fuelectenerg-13158	128	19	the	the	DET
fuelectenerg-13158	128	20	number	number	NOUN
fuelectenerg-13158	128	21	of	of	ADP
fuelectenerg-13158	128	22	outlets	outlet	NOUN
fuelectenerg-13158	128	23	,	,	PUNCT
fuelectenerg-13158	128	24	average	average	ADJ
fuelectenerg-13158	128	25	rating	rating	NOUN
fuelectenerg-13158	128	26	,	,	PUNCT
fuelectenerg-13158	128	27	type	type	NOUN
fuelectenerg-13158	128	28	of	of	ADP
fuelectenerg-13158	128	29	establishment	establishment	NOUN
fuelectenerg-13158	128	30	,	,	PUNCT
fuelectenerg-13158	128	31	and	and	CCONJ
fuelectenerg-13158	128	32	the	the	DET
fuelectenerg-13158	128	33	relationship	relationship	NOUN
fuelectenerg-13158	128	34	between	between	ADP
fuelectenerg-13158	128	35	the	the	DET
fuelectenerg-13158	128	36	price	price	NOUN
fuelectenerg-13158	128	37	range	range	NOUN
fuelectenerg-13158	128	38	and	and	CCONJ
fuelectenerg-13158	128	39	rating	rating	NOUN
fuelectenerg-13158	128	40	.	.	PUNCT
fuelectenerg-13158	129	1	the	the	DET
fuelectenerg-13158	129	2	extracted	extract	VERB
fuelectenerg-13158	129	3	results	result	NOUN
fuelectenerg-13158	129	4	are	be	AUX
fuelectenerg-13158	129	5	shown	show	VERB
fuelectenerg-13158	129	6	in	in	ADP
fuelectenerg-13158	129	7	graph	graph	NOUN
fuelectenerg-13158	129	8	and	and	CCONJ
fuelectenerg-13158	129	9	discussed	discuss	VERB
fuelectenerg-13158	129	10	separately	separately	ADV
fuelectenerg-13158	129	11	.	.	PUNCT
fuelectenerg-13158	130	1	a.	a.	NOUN
fuelectenerg-13158	130	2	top	top	ADJ
fuelectenerg-13158	130	3	ten	ten	NUM
fuelectenerg-13158	130	4	restaurant	restaurant	NOUN
fuelectenerg-13158	130	5	chain	chain	NOUN
fuelectenerg-13158	130	6	in	in	ADP
fuelectenerg-13158	130	7	india	india	PROPN
fuelectenerg-13158	130	8	by	by	ADP
fuelectenerg-13158	130	9	number	number	NOUN
fuelectenerg-13158	130	10	of	of	ADP
fuelectenerg-13158	130	11	outlets	outlet	NOUN
fuelectenerg-13158	130	12	:	:	PUNCT
fuelectenerg-13158	130	13	our	our	PRON
fuelectenerg-13158	130	14	exploration	exploration	NOUN
fuelectenerg-13158	130	15	began	begin	VERB
fuelectenerg-13158	130	16	with	with	ADP
fuelectenerg-13158	130	17	a	a	DET
fuelectenerg-13158	130	18	horizontal	horizontal	ADJ
fuelectenerg-13158	130	19	bar	bar	NOUN
fuelectenerg-13158	130	20	chart	chart	NOUN
fuelectenerg-13158	130	21	,	,	PUNCT
fuelectenerg-13158	130	22	spotlighting	spotlight	VERB
fuelectenerg-13158	130	23	domino	domino	NOUN
fuelectenerg-13158	130	24	’s	’s	PART
fuelectenerg-13158	130	25	pizza	pizza	NOUN
fuelectenerg-13158	130	26	as	as	ADP
fuelectenerg-13158	130	27	the	the	DET
fuelectenerg-13158	130	28	leading	lead	VERB
fuelectenerg-13158	130	29	chain	chain	NOUN
fuelectenerg-13158	130	30	with	with	ADP
fuelectenerg-13158	130	31	a	a	DET
fuelectenerg-13158	130	32	substantial	substantial	ADJ
fuelectenerg-13158	130	33	presence	presence	NOUN
fuelectenerg-13158	130	34	across	across	ADP
fuelectenerg-13158	130	35	india	india	PROPN
fuelectenerg-13158	130	36	shown	show	VERB
fuelectenerg-13158	130	37	in	in	ADP
fuelectenerg-13158	130	38	fig	fig	NOUN
fuelectenerg-13158	130	39	.	.	PUNCT
fuelectenerg-13158	131	1	3(a	3(a	NUM
fuelectenerg-13158	131	2	)	)	PUNCT
fuelectenerg-13158	131	3	.	.	PUNCT
fuelectenerg-13158	132	1	this	this	DET
fuelectenerg-13158	132	2	dominance	dominance	NOUN
fuelectenerg-13158	132	3	hints	hint	VERB
fuelectenerg-13158	132	4	at	at	ADP
fuelectenerg-13158	132	5	successful	successful	ADJ
fuelectenerg-13158	132	6	expansion	expansion	NOUN
fuelectenerg-13158	132	7	or	or	CCONJ
fuelectenerg-13158	132	8	strong	strong	ADJ
fuelectenerg-13158	132	9	brand	brand	NOUN
fuelectenerg-13158	132	10	recognition	recognition	NOUN
fuelectenerg-13158	132	11	,	,	PUNCT
fuelectenerg-13158	132	12	presenting	present	VERB
fuelectenerg-13158	132	13	potential	potential	ADJ
fuelectenerg-13158	132	14	growth	growth	NOUN
fuelectenerg-13158	132	15	opportunities	opportunity	NOUN
fuelectenerg-13158	132	16	.	.	PUNCT
fuelectenerg-13158	133	1	b.	b.	PROPN
fuelectenerg-13158	133	2	top	top	ADJ
fuelectenerg-13158	133	3	ten	ten	NUM
fuelectenerg-13158	133	4	restaurant	restaurant	NOUN
fuelectenerg-13158	133	5	chain	chain	NOUN
fuelectenerg-13158	133	6	in	in	ADP
fuelectenerg-13158	133	7	india	india	PROPN
fuelectenerg-13158	133	8	by	by	ADP
fuelectenerg-13158	133	9	average	average	ADJ
fuelectenerg-13158	133	10	rating	rating	NOUN
fuelectenerg-13158	133	11	:	:	PUNCT
fuelectenerg-13158	133	12	fig	fig	NOUN
fuelectenerg-13158	133	13	.	.	PUNCT
fuelectenerg-13158	134	1	3(b	3(b	NUM
fuelectenerg-13158	134	2	)	)	PUNCT
fuelectenerg-13158	134	3	shows	show	VERB
fuelectenerg-13158	134	4	that	that	SCONJ
fuelectenerg-13158	134	5	absolute	absolute	ADJ
fuelectenerg-13158	134	6	barbecues	barbecue	NOUN
fuelectenerg-13158	134	7	(	(	PUNCT
fuelectenerg-13158	134	8	ab	ab	PROPN
fuelectenerg-13158	134	9	’s	’s	ADV
fuelectenerg-13158	134	10	)	)	PUNCT
fuelectenerg-13158	134	11	emerged	emerge	VERB
fuelectenerg-13158	134	12	as	as	ADP
fuelectenerg-13158	134	13	the	the	DET
fuelectenerg-13158	134	14	leader	leader	NOUN
fuelectenerg-13158	134	15	in	in	ADP
fuelectenerg-13158	134	16	average	average	ADJ
fuelectenerg-13158	134	17	ratings	rating	NOUN
fuelectenerg-13158	134	18	,	,	PUNCT
fuelectenerg-13158	134	19	reflecting	reflect	VERB
fuelectenerg-13158	134	20	consistent	consistent	ADJ
fuelectenerg-13158	134	21	customer	customer	NOUN
fuelectenerg-13158	134	22	satisfaction	satisfaction	NOUN
fuelectenerg-13158	134	23	.	.	PUNCT
fuelectenerg-13158	135	1	high	high	ADJ
fuelectenerg-13158	135	2	average	average	ADJ
fuelectenerg-13158	135	3	ratings	rating	NOUN
fuelectenerg-13158	135	4	imply	imply	VERB
fuelectenerg-13158	135	5	quality	quality	NOUN
fuelectenerg-13158	135	6	service	service	NOUN
fuelectenerg-13158	135	7	,	,	PUNCT
fuelectenerg-13158	135	8	influencing	influence	VERB
fuelectenerg-13158	135	9	customer	customer	NOUN
fuelectenerg-13158	135	10	choices	choice	NOUN
fuelectenerg-13158	135	11	and	and	CCONJ
fuelectenerg-13158	135	12	fostering	foster	VERB
fuelectenerg-13158	135	13	loyalty	loyalty	NOUN
fuelectenerg-13158	135	14	.	.	PUNCT
fuelectenerg-13158	136	1	c.	c.	NOUN
fuelectenerg-13158	136	2	top	top	ADJ
fuelectenerg-13158	136	3	five	five	NUM
fuelectenerg-13158	136	4	establishment	establishment	NOUN
fuelectenerg-13158	136	5	type	type	NOUN
fuelectenerg-13158	136	6	restaurants	restaurant	NOUN
fuelectenerg-13158	136	7	:	:	PUNCT
fuelectenerg-13158	136	8	based	base	VERB
fuelectenerg-13158	136	9	on	on	ADP
fuelectenerg-13158	136	10	the	the	DET
fuelectenerg-13158	136	11	eda	eda	PROPN
fuelectenerg-13158	136	12	analysis	analysis	NOUN
fuelectenerg-13158	136	13	shown	show	VERB
fuelectenerg-13158	136	14	in	in	ADP
fuelectenerg-13158	136	15	fig	fig	NOUN
fuelectenerg-13158	136	16	.	.	PUNCT
fuelectenerg-13158	137	1	4(a	4(a	NUM
fuelectenerg-13158	137	2	)	)	PUNCT
fuelectenerg-13158	138	1	,	,	PUNCT
fuelectenerg-13158	138	2	quick	quick	ADJ
fuelectenerg-13158	138	3	bites	bite	NOUN
fuelectenerg-13158	138	4	took	take	VERB
fuelectenerg-13158	138	5	center	center	ADJ
fuelectenerg-13158	138	6	stage	stage	NOUN
fuelectenerg-13158	138	7	,	,	PUNCT
fuelectenerg-13158	138	8	suggesting	suggest	VERB
fuelectenerg-13158	138	9	a	a	DET
fuelectenerg-13158	138	10	prevalent	prevalent	ADJ
fuelectenerg-13158	138	11	establishment	establishment	NOUN
fuelectenerg-13158	138	12	type	type	NOUN
fuelectenerg-13158	138	13	in	in	ADP
fuelectenerg-13158	138	14	the	the	DET
fuelectenerg-13158	138	15	indian	indian	ADJ
fuelectenerg-13158	138	16	restaurant	restaurant	NOUN
fuelectenerg-13158	138	17	landscape	landscape	NOUN
fuelectenerg-13158	138	18	.	.	PUNCT
fuelectenerg-13158	139	1	this	this	DET
fuelectenerg-13158	139	2	insight	insight	NOUN
fuelectenerg-13158	139	3	informs	inform	VERB
fuelectenerg-13158	139	4	strategic	strategic	ADJ
fuelectenerg-13158	139	5	decisions	decision	NOUN
fuelectenerg-13158	139	6	for	for	ADP
fuelectenerg-13158	139	7	entrepreneurs	entrepreneur	NOUN
fuelectenerg-13158	139	8	and	and	CCONJ
fuelectenerg-13158	139	9	investors	investor	NOUN
fuelectenerg-13158	139	10	,	,	PUNCT
fuelectenerg-13158	139	11	recognizing	recognize	VERB
fuelectenerg-13158	139	12	the	the	DET
fuelectenerg-13158	139	13	popularity	popularity	NOUN
fuelectenerg-13158	139	14	of	of	ADP
fuelectenerg-13158	139	15	specific	specific	ADJ
fuelectenerg-13158	139	16	establishment	establishment	NOUN
fuelectenerg-13158	139	17	types	type	NOUN
fuelectenerg-13158	139	18	.	.	PUNCT
fuelectenerg-13158	140	1	d.	d.	PROPN
fuelectenerg-13158	140	2	relationship	relationship	NOUN
fuelectenerg-13158	140	3	between	between	ADP
fuelectenerg-13158	140	4	price	price	NOUN
fuelectenerg-13158	140	5	range	range	NOUN
fuelectenerg-13158	140	6	and	and	CCONJ
fuelectenerg-13158	140	7	ratings	rating	NOUN
fuelectenerg-13158	140	8	:	:	PUNCT
fuelectenerg-13158	140	9	a	a	DET
fuelectenerg-13158	140	10	boxplot	boxplot	NOUN
fuelectenerg-13158	140	11	unveiled	unveil	VERB
fuelectenerg-13158	140	12	the	the	DET
fuelectenerg-13158	140	13	intricate	intricate	ADJ
fuelectenerg-13158	140	14	relationship	relationship	NOUN
fuelectenerg-13158	140	15	between	between	ADP
fuelectenerg-13158	140	16	price	price	NOUN
fuelectenerg-13158	140	17	range	range	NOUN
fuelectenerg-13158	140	18	and	and	CCONJ
fuelectenerg-13158	140	19	aggregate	aggregate	ADJ
fuelectenerg-13158	140	20	ratings	rating	NOUN
fuelectenerg-13158	140	21	shown	show	VERB
fuelectenerg-13158	140	22	in	in	ADP
fuelectenerg-13158	140	23	fig	fig	NOUN
fuelectenerg-13158	140	24	.	.	PUNCT
fuelectenerg-13158	141	1	4(b	4(b	NUM
fuelectenerg-13158	141	2	)	)	PUNCT
fuelectenerg-13158	141	3	.	.	PUNCT
fuelectenerg-13158	142	1	understanding	understand	VERB
fuelectenerg-13158	142	2	this	this	DET
fuelectenerg-13158	142	3	correlation	correlation	NOUN
fuelectenerg-13158	142	4	aids	aid	NOUN
fuelectenerg-13158	142	5	in	in	ADP
fuelectenerg-13158	142	6	the	the	DET
fuelectenerg-13158	142	7	formulation	formulation	NOUN
fuelectenerg-13158	142	8	of	of	ADP
fuelectenerg-13158	142	9	effective	effective	ADJ
fuelectenerg-13158	142	10	pricing	pricing	NOUN
fuelectenerg-13158	142	11	strategies	strategy	NOUN
fuelectenerg-13158	142	12	,	,	PUNCT
fuelectenerg-13158	142	13	shedding	shed	VERB
fuelectenerg-13158	142	14	light	light	NOUN
fuelectenerg-13158	142	15	on	on	ADP
fuelectenerg-13158	142	16	how	how	SCONJ
fuelectenerg-13158	142	17	pricing	pricing	NOUN
fuelectenerg-13158	142	18	impacts	impact	VERB
fuelectenerg-13158	142	19	customer	customer	NOUN
fuelectenerg-13158	142	20	perceptions	perception	NOUN
fuelectenerg-13158	142	21	.	.	PUNCT
fuelectenerg-13158	143	1	e.	e.	PROPN
fuelectenerg-13158	143	2	other	other	ADJ
fuelectenerg-13158	143	3	observations	observation	NOUN
fuelectenerg-13158	143	4	from	from	ADP
fuelectenerg-13158	143	5	eda	eda	PROPN
fuelectenerg-13158	143	6	▪	▪	ADV
fuelectenerg-13158	143	7	approximately	approximately	ADV
fuelectenerg-13158	143	8	35	35	NUM
fuelectenerg-13158	143	9	%	%	NOUN
fuelectenerg-13158	143	10	of	of	ADP
fuelectenerg-13158	143	11	indian	indian	ADJ
fuelectenerg-13158	143	12	restaurants	restaurant	NOUN
fuelectenerg-13158	143	13	are	be	AUX
fuelectenerg-13158	143	14	a	a	DET
fuelectenerg-13158	143	15	part	part	NOUN
fuelectenerg-13158	143	16	of	of	ADP
fuelectenerg-13158	143	17	chain	chain	NOUN
fuelectenerg-13158	143	18	with	with	ADP
fuelectenerg-13158	143	19	dominant	dominant	ADJ
fuelectenerg-13158	143	20	players	player	NOUN
fuelectenerg-13158	143	21	like	like	ADP
fuelectenerg-13158	143	22	domino	domino	NOUN
fuelectenerg-13158	143	23	's	's	PART
fuelectenerg-13158	143	24	pizza	pizza	NOUN
fuelectenerg-13158	143	25	,	,	PUNCT
fuelectenerg-13158	143	26	cafe	cafe	NOUN
fuelectenerg-13158	143	27	coffee	coffee	NOUN
fuelectenerg-13158	143	28	day	day	NOUN
fuelectenerg-13158	143	29	,	,	PUNCT
fuelectenerg-13158	143	30	and	and	CCONJ
fuelectenerg-13158	143	31	kfc	kfc	PROPN
fuelectenerg-13158	143	32	indicating	indicate	VERB
fuelectenerg-13158	143	33	a	a	DET
fuelectenerg-13158	143	34	robust	robust	ADJ
fuelectenerg-13158	143	35	market	market	NOUN
fuelectenerg-13158	143	36	presence	presence	NOUN
fuelectenerg-13158	143	37	.	.	PUNCT
fuelectenerg-13158	144	1	▪	▪	ADJ
fuelectenerg-13158	144	2	barbecues	barbecue	NOUN
fuelectenerg-13158	144	3	and	and	CCONJ
fuelectenerg-13158	144	4	grill	grill	NOUN
fuelectenerg-13158	144	5	food	food	NOUN
fuelectenerg-13158	144	6	chains	chain	NOUN
fuelectenerg-13158	144	7	boast	boast	VERB
fuelectenerg-13158	144	8	the	the	DET
fuelectenerg-13158	144	9	highest	high	ADJ
fuelectenerg-13158	144	10	average	average	ADJ
fuelectenerg-13158	144	11	ratings	rating	NOUN
fuelectenerg-13158	144	12	,	,	PUNCT
fuelectenerg-13158	144	13	signaling	signal	VERB
fuelectenerg-13158	144	14	positive	positive	ADJ
fuelectenerg-13158	144	15	customer	customer	NOUN
fuelectenerg-13158	144	16	sentiment	sentiment	NOUN
fuelectenerg-13158	144	17	.	.	PUNCT
fuelectenerg-13158	145	1	quick	quick	ADJ
fuelectenerg-13158	145	2	bites	bite	NOUN
fuelectenerg-13158	145	3	and	and	CCONJ
fuelectenerg-13158	145	4	casual	casual	ADJ
fuelectenerg-13158	145	5	dining	dining	NOUN
fuelectenerg-13158	145	6	establishments	establishment	NOUN
fuelectenerg-13158	145	7	,	,	PUNCT
fuelectenerg-13158	145	8	on	on	ADP
fuelectenerg-13158	145	9	the	the	DET
fuelectenerg-13158	145	10	other	other	ADJ
fuelectenerg-13158	145	11	hand	hand	NOUN
fuelectenerg-13158	145	12	,	,	PUNCT
fuelectenerg-13158	145	13	lead	lead	VERB
fuelectenerg-13158	145	14	in	in	ADP
fuelectenerg-13158	145	15	terms	term	NOUN
fuelectenerg-13158	145	16	of	of	ADP
fuelectenerg-13158	145	17	the	the	DET
fuelectenerg-13158	145	18	number	number	NOUN
fuelectenerg-13158	145	19	of	of	ADP
fuelectenerg-13158	145	20	outlets	outlet	NOUN
fuelectenerg-13158	145	21	.	.	PUNCT
fuelectenerg-13158	146	1	▪	▪	ADJ
fuelectenerg-13158	146	2	bangalore	bangalore	NOUN
fuelectenerg-13158	146	3	emerges	emerge	VERB
fuelectenerg-13158	146	4	as	as	ADP
fuelectenerg-13158	146	5	the	the	DET
fuelectenerg-13158	146	6	city	city	NOUN
fuelectenerg-13158	146	7	with	with	ADP
fuelectenerg-13158	146	8	the	the	DET
fuelectenerg-13158	146	9	highest	high	ADJ
fuelectenerg-13158	146	10	number	number	NOUN
fuelectenerg-13158	146	11	of	of	ADP
fuelectenerg-13158	146	12	restaurants	restaurant	NOUN
fuelectenerg-13158	146	13	,	,	PUNCT
fuelectenerg-13158	146	14	while	while	SCONJ
fuelectenerg-13158	146	15	gurgaon	gurgaon	PROPN
fuelectenerg-13158	146	16	boasts	boast	VERB
fuelectenerg-13158	146	17	the	the	DET
fuelectenerg-13158	146	18	highest	highest	ADV
fuelectenerg-13158	146	19	-	-	PUNCT
fuelectenerg-13158	146	20	rated	rate	VERB
fuelectenerg-13158	146	21	restaurants	restaurant	NOUN
fuelectenerg-13158	146	22	with	with	ADP
fuelectenerg-13158	146	23	an	an	DET
fuelectenerg-13158	146	24	average	average	ADJ
fuelectenerg-13158	146	25	rating	rating	NOUN
fuelectenerg-13158	146	26	of	of	ADP
fuelectenerg-13158	146	27	3.83	3.83	NUM
fuelectenerg-13158	146	28	.	.	PUNCT
fuelectenerg-13158	147	1	hyderabad	hyderabad	PROPN
fuelectenerg-13158	147	2	takes	take	VERB
fuelectenerg-13158	147	3	the	the	DET
fuelectenerg-13158	147	4	lead	lead	NOUN
fuelectenerg-13158	147	5	in	in	ADP
fuelectenerg-13158	147	6	critical	critical	ADJ
fuelectenerg-13158	147	7	votes	vote	NOUN
fuelectenerg-13158	147	8	.	.	PUNCT
fuelectenerg-13158	148	1	▪	▪	ADJ
fuelectenerg-13158	148	2	north	north	NOUN
fuelectenerg-13158	148	3	indian	indian	ADJ
fuelectenerg-13158	148	4	cuisine	cuisine	NOUN
fuelectenerg-13158	148	5	claims	claim	VERB
fuelectenerg-13158	148	6	the	the	DET
fuelectenerg-13158	148	7	top	top	ADJ
fuelectenerg-13158	148	8	spot	spot	NOUN
fuelectenerg-13158	148	9	in	in	ADP
fuelectenerg-13158	148	10	preferences	preference	NOUN
fuelectenerg-13158	148	11	,	,	PUNCT
fuelectenerg-13158	148	12	closely	closely	ADV
fuelectenerg-13158	148	13	followed	follow	VERB
fuelectenerg-13158	148	14	by	by	ADP
fuelectenerg-13158	148	15	chinese	chinese	PROPN
fuelectenerg-13158	148	16	.	.	PUNCT
fuelectenerg-13158	149	1	interestingly	interestingly	ADV
fuelectenerg-13158	149	2	,	,	PUNCT
fuelectenerg-13158	149	3	international	international	ADJ
fuelectenerg-13158	149	4	cuisines	cuisine	NOUN
fuelectenerg-13158	149	5	tend	tend	VERB
fuelectenerg-13158	149	6	to	to	PART
fuelectenerg-13158	149	7	receive	receive	VERB
fuelectenerg-13158	149	8	higher	high	ADJ
fuelectenerg-13158	149	9	ratings	rating	NOUN
fuelectenerg-13158	149	10	than	than	ADP
fuelectenerg-13158	149	11	local	local	ADJ
fuelectenerg-13158	149	12	offerings	offering	NOUN
fuelectenerg-13158	149	13	.	.	PUNCT
fuelectenerg-13158	150	1	▪	▪	ADJ
fuelectenerg-13158	150	2	gastro	gastro	NOUN
fuelectenerg-13158	150	3	pubs	pub	NOUN
fuelectenerg-13158	150	4	,	,	PUNCT
fuelectenerg-13158	150	5	romantic	romantic	ADJ
fuelectenerg-13158	150	6	dining	dining	NOUN
fuelectenerg-13158	150	7	,	,	PUNCT
fuelectenerg-13158	150	8	and	and	CCONJ
fuelectenerg-13158	150	9	establishments	establishment	NOUN
fuelectenerg-13158	150	10	offering	offer	VERB
fuelectenerg-13158	150	11	craft	craft	NOUN
fuelectenerg-13158	150	12	beer	beer	NOUN
fuelectenerg-13158	150	13	are	be	AUX
fuelectenerg-13158	150	14	particularly	particularly	ADV
fuelectenerg-13158	150	15	well	well	ADV
fuelectenerg-13158	150	16	-	-	PUNCT
fuelectenerg-13158	150	17	rated	rate	VERB
fuelectenerg-13158	150	18	by	by	ADP
fuelectenerg-13158	150	19	customers	customer	NOUN
fuelectenerg-13158	150	20	.	.	PUNCT
fuelectenerg-13158	151	1	the	the	DET
fuelectenerg-13158	151	2	majority	majority	NOUN
fuelectenerg-13158	151	3	of	of	ADP
fuelectenerg-13158	151	4	restaurants	restaurant	NOUN
fuelectenerg-13158	151	5	fall	fall	VERB
fuelectenerg-13158	151	6	within	within	ADP
fuelectenerg-13158	151	7	the	the	DET
fuelectenerg-13158	151	8	3	3	NUM
fuelectenerg-13158	151	9	to	to	PART
fuelectenerg-13158	151	10	4	4	NUM
fuelectenerg-13158	151	11	rating	rating	NOUN
fuelectenerg-13158	151	12	range	range	NOUN
fuelectenerg-13158	151	13	.	.	PUNCT
fuelectenerg-13158	152	1	▪	▪	NOUN
fuelectenerg-13158	152	2	the	the	DET
fuelectenerg-13158	152	3	majority	majority	NOUN
fuelectenerg-13158	152	4	of	of	ADP
fuelectenerg-13158	152	5	restaurants	restaurant	NOUN
fuelectenerg-13158	152	6	fall	fall	VERB
fuelectenerg-13158	152	7	within	within	ADP
fuelectenerg-13158	152	8	the	the	DET
fuelectenerg-13158	152	9	budget	budget	NOUN
fuelectenerg-13158	152	10	-	-	PUNCT
fuelectenerg-13158	152	11	friendly	friendly	ADJ
fuelectenerg-13158	152	12	category	category	NOUN
fuelectenerg-13158	152	13	,	,	PUNCT
fuelectenerg-13158	152	14	with	with	ADP
fuelectenerg-13158	152	15	an	an	DET
fuelectenerg-13158	152	16	average	average	ADJ
fuelectenerg-13158	152	17	cost	cost	NOUN
fuelectenerg-13158	152	18	ranging	range	VERB
fuelectenerg-13158	152	19	between	between	ADP
fuelectenerg-13158	152	20	rs	rs	NOUN
fuelectenerg-13158	152	21	.	.	PROPN
fuelectenerg-13158	152	22	250	250	NUM
fuelectenerg-13158	152	23	to	to	PART
fuelectenerg-13158	152	24	rs	rs	VERB
fuelectenerg-13158	152	25	.	.	PUNCT
fuelectenerg-13158	152	26	800	800	NUM
fuelectenerg-13158	152	27	.	.	PUNCT
fuelectenerg-13158	153	1	notably	notably	ADV
fuelectenerg-13158	153	2	,	,	PUNCT
fuelectenerg-13158	153	3	higher	high	ADJ
fuelectenerg-13158	153	4	average	average	ADJ
fuelectenerg-13158	153	5	costs	cost	NOUN
fuelectenerg-13158	153	6	correlate	correlate	VERB
fuelectenerg-13158	153	7	with	with	ADP
fuelectenerg-13158	153	8	a	a	DET
fuelectenerg-13158	153	9	higher	high	ADJ
fuelectenerg-13158	153	10	likelihood	likelihood	NOUN
fuelectenerg-13158	153	11	of	of	ADP
fuelectenerg-13158	153	12	a	a	DET
fuelectenerg-13158	153	13	restaurant	restaurant	NOUN
fuelectenerg-13158	153	14	securing	secure	VERB
fuelectenerg-13158	153	15	a	a	DET
fuelectenerg-13158	153	16	higher	high	ADJ
fuelectenerg-13158	153	17	rating	rating	NOUN
fuelectenerg-13158	153	18	.	.	PUNCT
fuelectenerg-13158	154	1	362	362	NUM
fuelectenerg-13158	154	2	a.	a.	NOUN
fuelectenerg-13158	154	3	vaidhy	vaidhy	NOUN
fuelectenerg-13158	154	4	,	,	PUNCT
fuelectenerg-13158	154	5	d.	d.	PROPN
fuelectenerg-13158	154	6	batham	batham	PROPN
fuelectenerg-13158	154	7	,	,	PUNCT
fuelectenerg-13158	154	8	r.	r.	PROPN
fuelectenerg-13158	154	9	jain	jain	PROPN
fuelectenerg-13158	154	10	,	,	PUNCT
fuelectenerg-13158	154	11	a.	a.	NOUN
fuelectenerg-13158	154	12	manjhwar	manjhwar	NOUN
fuelectenerg-13158	154	13	0	0	NUM
fuelectenerg-13158	154	14	100	100	NUM
fuelectenerg-13158	154	15	200	200	NUM
fuelectenerg-13158	154	16	300	300	NUM
fuelectenerg-13158	154	17	400	400	NUM
fuelectenerg-13158	154	18	baskin	baskin	NOUN
fuelectenerg-13158	154	19	robbins	robbin	NOUN
fuelectenerg-13158	154	20	burger	burger	NOUN
fuelectenerg-13158	154	21	king	king	NOUN
fuelectenerg-13158	154	22	barbeque	barbeque	NOUN
fuelectenerg-13158	154	23	nation	nation	NOUN
fuelectenerg-13158	154	24	pizza	pizza	NOUN
fuelectenerg-13158	154	25	hut	hut	PROPN
fuelectenerg-13158	154	26	mcdonalds	mcdonalds	PROPN
fuelectenerg-13158	154	27	subway	subway	PROPN
fuelectenerg-13158	154	28	keventers	keventers	PROPN
fuelectenerg-13158	154	29	kfc	kfc	PROPN
fuelectenerg-13158	154	30	cafe	cafe	PROPN
fuelectenerg-13158	154	31	coffee	coffee	PROPN
fuelectenerg-13158	154	32	day	day	NOUN
fuelectenerg-13158	154	33	dominos	dominos	PROPN
fuelectenerg-13158	154	34	pizza	pizza	NOUN
fuelectenerg-13158	154	35	110	110	NUM
fuelectenerg-13158	154	36	112	112	NUM
fuelectenerg-13158	154	37	125	125	NUM
fuelectenerg-13158	154	38	130	130	NUM
fuelectenerg-13158	154	39	178	178	NUM
fuelectenerg-13158	154	40	189	189	NUM
fuelectenerg-13158	154	41	202	202	NUM
fuelectenerg-13158	154	42	204	204	NUM
fuelectenerg-13158	154	43	315	315	NUM
fuelectenerg-13158	154	44	399	399	NUM
fuelectenerg-13158	154	45	number	number	NOUN
fuelectenerg-13158	154	46	of	of	ADP
fuelectenerg-13158	154	47	outlets	outlet	NOUN
fuelectenerg-13158	154	48	in	in	ADP
fuelectenerg-13158	154	49	india	india	PROPN
fuelectenerg-13158	154	50	n	n	PRON
fuelectenerg-13158	154	51	am	be	AUX
fuelectenerg-13158	154	52	e	e	NOUN
fuelectenerg-13158	154	53	o	o	NOUN
fuelectenerg-13158	154	54	f	f	X
fuelectenerg-13158	154	55	r	r	NOUN
fuelectenerg-13158	154	56	es	es	X
fuelectenerg-13158	154	57	ta	ta	ADP
fuelectenerg-13158	154	58	u	u	PROPN
fuelectenerg-13158	154	59	ra	ra	PROPN
fuelectenerg-13158	154	60	n	n	ADV
fuelectenerg-13158	154	61	t	t	PROPN
fuelectenerg-13158	154	62	(	(	PUNCT
fuelectenerg-13158	154	63	a	a	NOUN
fuelectenerg-13158	154	64	)	)	PUNCT
fuelectenerg-13158	154	65	0	0	NUM
fuelectenerg-13158	154	66	1	1	NUM
fuelectenerg-13158	154	67	2	2	NUM
fuelectenerg-13158	154	68	3	3	NUM
fuelectenerg-13158	154	69	4	4	NUM
fuelectenerg-13158	154	70	5	5	NUM
fuelectenerg-13158	154	71	the	the	DET
fuelectenerg-13158	154	72	fml	fml	PROPN
fuelectenerg-13158	154	73	lounge	lounge	PROPN
fuelectenerg-13158	154	74	mocha	mocha	NOUN
fuelectenerg-13158	154	75	pa	pa	PROPN
fuelectenerg-13158	154	76	pa	pa	PROPN
fuelectenerg-13158	154	77	ya	ya	PROPN
fuelectenerg-13158	154	78	agent	agent	NOUN
fuelectenerg-13158	154	79	jacks	jack	VERB
fuelectenerg-13158	154	80	the	the	DET
fuelectenerg-13158	154	81	fishermans	fishermans	PROPN
fuelectenerg-13158	154	82	wharf	wharf	PROPN
fuelectenerg-13158	154	83	momo	momo	NOUN
fuelectenerg-13158	154	84	i	i	PRON
fuelectenerg-13158	154	85	am	be	AUX
fuelectenerg-13158	154	86	pirates	pirate	NOUN
fuelectenerg-13158	154	87	of	of	ADP
fuelectenerg-13158	154	88	grill	grill	ADJ
fuelectenerg-13158	154	89	chilis	chili	NOUN
fuelectenerg-13158	154	90	american	american	PROPN
fuelectenerg-13158	154	91	grill	grill	PROPN
fuelectenerg-13158	154	92	&	&	CCONJ
fuelectenerg-13158	154	93	bar	bar	PROPN
fuelectenerg-13158	154	94	chilis	chili	NOUN
fuelectenerg-13158	154	95	grill	grill	NOUN
fuelectenerg-13158	154	96	&	&	CCONJ
fuelectenerg-13158	154	97	bar	bar	NOUN
fuelectenerg-13158	154	98	abs	ab	NOUN
fuelectenerg-13158	154	99	-	-	PUNCT
fuelectenerg-13158	154	100	absolute	absolute	ADJ
fuelectenerg-13158	154	101	barbecues	barbecue	NOUN
fuelectenerg-13158	154	102	4.48	4.48	NUM
fuelectenerg-13158	154	103	4.4818	4.4818	NUM
fuelectenerg-13158	154	104	4.5	4.5	NUM
fuelectenerg-13158	154	105	4.5167	4.5167	NUM
fuelectenerg-13158	154	106	4.54	4.54	NUM
fuelectenerg-13158	154	107	4.56	4.56	NUM
fuelectenerg-13158	154	108	4.62	4.62	NUM
fuelectenerg-13158	154	109	4.62	4.62	NUM
fuelectenerg-13158	154	110	4.7444	4.7444	NUM
fuelectenerg-13158	154	111	4.775	4.775	NUM
fuelectenerg-13158	154	112	average	average	ADJ
fuelectenerg-13158	154	113	rating	rating	NOUN
fuelectenerg-13158	154	114	o	o	X
fuelectenerg-13158	154	115	u	u	NOUN
fuelectenerg-13158	154	116	tl	tl	PROPN
fuelectenerg-13158	154	117	et	et	NOUN
fuelectenerg-13158	154	118	s	s	VERB
fuelectenerg-13158	154	119	in	in	ADP
fuelectenerg-13158	154	120	i	i	PROPN
fuelectenerg-13158	154	121	n	n	PROPN
fuelectenerg-13158	154	122	d	d	PROPN
fuelectenerg-13158	154	123	ia	ia	PROPN
fuelectenerg-13158	154	124	(	(	PUNCT
fuelectenerg-13158	154	125	b	b	NOUN
fuelectenerg-13158	154	126	)	)	PUNCT
fuelectenerg-13158	154	127	fig	fig	NOUN
fuelectenerg-13158	154	128	.	.	PUNCT
fuelectenerg-13158	155	1	3	3	NUM
fuelectenerg-13158	155	2	horizontal	horizontal	ADJ
fuelectenerg-13158	155	3	bar	bar	NOUN
fuelectenerg-13158	155	4	graph	graph	NOUN
fuelectenerg-13158	155	5	of	of	ADP
fuelectenerg-13158	155	6	(	(	PUNCT
fuelectenerg-13158	155	7	a	a	DET
fuelectenerg-13158	155	8	)	)	PUNCT
fuelectenerg-13158	155	9	top	top	ADJ
fuelectenerg-13158	155	10	10	10	NUM
fuelectenerg-13158	155	11	restaurant	restaurant	NOUN
fuelectenerg-13158	155	12	chain	chain	NOUN
fuelectenerg-13158	155	13	in	in	ADP
fuelectenerg-13158	155	14	india	india	PROPN
fuelectenerg-13158	155	15	by	by	ADP
fuelectenerg-13158	155	16	the	the	DET
fuelectenerg-13158	155	17	number	number	NOUN
fuelectenerg-13158	155	18	of	of	ADP
fuelectenerg-13158	155	19	outlets	outlet	NOUN
fuelectenerg-13158	155	20	,	,	PUNCT
fuelectenerg-13158	155	21	and	and	CCONJ
fuelectenerg-13158	155	22	(	(	PUNCT
fuelectenerg-13158	155	23	b	b	NOUN
fuelectenerg-13158	155	24	)	)	PUNCT
fuelectenerg-13158	155	25	top	top	ADJ
fuelectenerg-13158	155	26	10	10	NUM
fuelectenerg-13158	155	27	restaurant	restaurant	NOUN
fuelectenerg-13158	155	28	chain	chain	NOUN
fuelectenerg-13158	155	29	in	in	ADP
fuelectenerg-13158	155	30	india	india	PROPN
fuelectenerg-13158	155	31	by	by	ADP
fuelectenerg-13158	155	32	average	average	ADJ
fuelectenerg-13158	155	33	rating	rating	NOUN
fuelectenerg-13158	155	34	out	out	ADP
fuelectenerg-13158	155	35	of	of	ADP
fuelectenerg-13158	155	36	five	five	NUM
fuelectenerg-13158	155	37	machine	machine	NOUN
fuelectenerg-13158	155	38	learning	learning	NOUN
fuelectenerg-13158	155	39	-	-	PUNCT
fuelectenerg-13158	155	40	driven	drive	VERB
fuelectenerg-13158	155	41	statistical	statistical	ADJ
fuelectenerg-13158	155	42	analysis	analysis	NOUN
fuelectenerg-13158	155	43	of	of	ADP
fuelectenerg-13158	155	44	indian	indian	ADJ
fuelectenerg-13158	155	45	restaurants	restaurant	NOUN
fuelectenerg-13158	155	46	:	:	PUNCT
fuelectenerg-13158	155	47	insights	insight	NOUN
fuelectenerg-13158	155	48	from	from	ADP
fuelectenerg-13158	155	49	zomato	zomato	NOUN
fuelectenerg-13158	155	50	dataset	dataset	VERB
fuelectenerg-13158	155	51	363	363	NUM
fuelectenerg-13158	155	52	baskin	baskin	NOUN
fuelectenerg-13158	155	53	robbins	robbin	NOUN
fuelectenerg-13158	155	54	burger	burger	NOUN
fuelectenerg-13158	155	55	king	king	NOUN
fuelectenerg-13158	155	56	barbeque	barbeque	NOUN
fuelectenerg-13158	155	57	nation	nation	NOUN
fuelectenerg-13158	155	58	pizza	pizza	NOUN
fuelectenerg-13158	155	59	hut	hut	NOUN
fuelectenerg-13158	155	60	mcdonalds	mcdonald	NOUN
fuelectenerg-13158	155	61	0	0	NUM
fuelectenerg-13158	155	62	1	1	NUM
fuelectenerg-13158	155	63	2	2	NUM
fuelectenerg-13158	155	64	3	3	NUM
fuelectenerg-13158	155	65	4	4	NUM
fuelectenerg-13158	155	66	5	5	NUM
fuelectenerg-13158	155	67	6	6	NUM
fuelectenerg-13158	155	68	7	7	NUM
fuelectenerg-13158	155	69	x	x	SYM
fuelectenerg-13158	155	70	10	10	NUM
fuelectenerg-13158	155	71	4	4	NUM
fuelectenerg-13158	155	72	64278	64278	NUM
fuelectenerg-13158	155	73	61104	61104	NUM
fuelectenerg-13158	155	74	22721	22721	NUM
fuelectenerg-13158	155	75	8259	8259	NUM
fuelectenerg-13158	155	76	7950	7950	NUM
fuelectenerg-13158	155	77	n	n	CCONJ
fuelectenerg-13158	155	78	u	u	PROPN
fuelectenerg-13158	155	79	m	m	NOUN
fuelectenerg-13158	155	80	b	b	NOUN
fuelectenerg-13158	155	81	er	er	INTJ
fuelectenerg-13158	155	82	o	o	X
fuelectenerg-13158	155	83	f	f	NOUN
fuelectenerg-13158	155	84	r	r	NOUN
fuelectenerg-13158	155	85	es	es	X
fuelectenerg-13158	155	86	ta	ta	ADP
fuelectenerg-13158	155	87	u	u	PROPN
fuelectenerg-13158	155	88	re	re	ADP
fuelectenerg-13158	155	89	n	n	ADV
fuelectenerg-13158	155	90	ts	ts	X
fuelectenerg-13158	155	91	(	(	PUNCT
fuelectenerg-13158	155	92	b	b	X
fuelectenerg-13158	155	93	y	y	PROPN
fuelectenerg-13158	155	94	e	e	PROPN
fuelectenerg-13158	155	95	st	st	PROPN
fuelectenerg-13158	155	96	ab	ab	PROPN
fuelectenerg-13158	155	97	li	li	PROPN
fuelectenerg-13158	156	1	sh	sh	INTJ
fuelectenerg-13158	156	2	m	m	PROPN
fuelectenerg-13158	156	3	en	en	ADP
fuelectenerg-13158	156	4	t	t	NOUN
fuelectenerg-13158	156	5	ty	ty	NUM
fuelectenerg-13158	156	6	p	p	PROPN
fuelectenerg-13158	156	7	e	e	NOUN
fuelectenerg-13158	156	8	)	)	PUNCT
fuelectenerg-13158	156	9	top	top	ADJ
fuelectenerg-13158	156	10	5	5	NUM
fuelectenerg-13158	156	11	establishement	establishement	NOUN
fuelectenerg-13158	156	12	types	type	NOUN
fuelectenerg-13158	156	13	(	(	PUNCT
fuelectenerg-13158	156	14	a	a	X
fuelectenerg-13158	156	15	)	)	PUNCT
fuelectenerg-13158	156	16	(	(	PUNCT
fuelectenerg-13158	156	17	b	b	X
fuelectenerg-13158	156	18	)	)	PUNCT
fuelectenerg-13158	156	19	fig	fig	NOUN
fuelectenerg-13158	156	20	.	.	PUNCT
fuelectenerg-13158	157	1	4	4	NUM
fuelectenerg-13158	157	2	(	(	PUNCT
fuelectenerg-13158	157	3	a	a	NOUN
fuelectenerg-13158	157	4	)	)	PUNCT
fuelectenerg-13158	157	5	vertical	vertical	ADJ
fuelectenerg-13158	157	6	bar	bar	NOUN
fuelectenerg-13158	157	7	graph	graph	NOUN
fuelectenerg-13158	157	8	shows	show	VERB
fuelectenerg-13158	157	9	the	the	DET
fuelectenerg-13158	157	10	top	top	ADJ
fuelectenerg-13158	157	11	five	five	NUM
fuelectenerg-13158	157	12	category	category	NOUN
fuelectenerg-13158	157	13	wise	wise	ADV
fuelectenerg-13158	157	14	established	establish	VERB
fuelectenerg-13158	157	15	number	number	NOUN
fuelectenerg-13158	157	16	of	of	ADP
fuelectenerg-13158	157	17	restaurants	restaurant	NOUN
fuelectenerg-13158	157	18	in	in	ADP
fuelectenerg-13158	157	19	india	india	PROPN
fuelectenerg-13158	157	20	,	,	PUNCT
fuelectenerg-13158	157	21	(	(	PUNCT
fuelectenerg-13158	157	22	b	b	X
fuelectenerg-13158	157	23	)	)	PUNCT
fuelectenerg-13158	157	24	boxplot	boxplot	NOUN
fuelectenerg-13158	157	25	shows	show	VERB
fuelectenerg-13158	157	26	the	the	DET
fuelectenerg-13158	157	27	relationship	relationship	NOUN
fuelectenerg-13158	157	28	between	between	ADP
fuelectenerg-13158	157	29	the	the	DET
fuelectenerg-13158	157	30	price	price	NOUN
fuelectenerg-13158	157	31	range	range	NOUN
fuelectenerg-13158	157	32	and	and	CCONJ
fuelectenerg-13158	157	33	aggregate	aggregate	ADJ
fuelectenerg-13158	157	34	rating	rating	NOUN
fuelectenerg-13158	157	35	of	of	ADP
fuelectenerg-13158	157	36	restaurants	restaurant	NOUN
fuelectenerg-13158	157	37	in	in	ADP
fuelectenerg-13158	157	38	india	india	PROPN
fuelectenerg-13158	157	39	364	364	NUM
fuelectenerg-13158	157	40	a.	a.	NOUN
fuelectenerg-13158	157	41	vaidhy	vaidhy	NOUN
fuelectenerg-13158	157	42	,	,	PUNCT
fuelectenerg-13158	157	43	d.	d.	PROPN
fuelectenerg-13158	157	44	batham	batham	PROPN
fuelectenerg-13158	157	45	,	,	PUNCT
fuelectenerg-13158	157	46	r.	r.	PROPN
fuelectenerg-13158	157	47	jain	jain	PROPN
fuelectenerg-13158	157	48	,	,	PUNCT
fuelectenerg-13158	157	49	a.	a.	NOUN
fuelectenerg-13158	157	50	manjhwar	manjhwar	NOUN
fuelectenerg-13158	157	51	5	5	NUM
fuelectenerg-13158	157	52	.	.	X
fuelectenerg-13158	157	53	machine	machine	NOUN
fuelectenerg-13158	157	54	learning	learn	VERB
fuelectenerg-13158	157	55	algorithms	algorithm	NOUN
fuelectenerg-13158	157	56	in	in	ADP
fuelectenerg-13158	157	57	ml	ml	NOUN
fuelectenerg-13158	157	58	,	,	PUNCT
fuelectenerg-13158	157	59	dataset	dataset	NOUN
fuelectenerg-13158	157	60	is	be	AUX
fuelectenerg-13158	157	61	divided	divide	VERB
fuelectenerg-13158	157	62	into	into	ADP
fuelectenerg-13158	157	63	two	two	NUM
fuelectenerg-13158	157	64	subsets	subset	NOUN
fuelectenerg-13158	157	65	;	;	PUNCT
fuelectenerg-13158	157	66	the	the	DET
fuelectenerg-13158	157	67	training	training	NOUN
fuelectenerg-13158	157	68	set	set	NOUN
fuelectenerg-13158	157	69	,	,	PUNCT
fuelectenerg-13158	157	70	and	and	CCONJ
fuelectenerg-13158	157	71	the	the	DET
fuelectenerg-13158	157	72	testing	testing	NOUN
fuelectenerg-13158	157	73	set	set	NOUN
fuelectenerg-13158	157	74	.	.	PUNCT
fuelectenerg-13158	158	1	the	the	DET
fuelectenerg-13158	158	2	training	training	NOUN
fuelectenerg-13158	158	3	set	set	NOUN
fuelectenerg-13158	158	4	is	be	AUX
fuelectenerg-13158	158	5	used	use	VERB
fuelectenerg-13158	158	6	to	to	PART
fuelectenerg-13158	158	7	train	train	VERB
fuelectenerg-13158	158	8	the	the	DET
fuelectenerg-13158	158	9	algorithms	algorithm	NOUN
fuelectenerg-13158	158	10	(	(	PUNCT
fuelectenerg-13158	158	11	i.e.	i.e.	X
fuelectenerg-13158	158	12	,	,	PUNCT
fuelectenerg-13158	158	13	models	model	NOUN
fuelectenerg-13158	158	14	)	)	PUNCT
fuelectenerg-13158	158	15	,	,	PUNCT
fuelectenerg-13158	158	16	while	while	SCONJ
fuelectenerg-13158	158	17	the	the	DET
fuelectenerg-13158	158	18	testing	testing	NOUN
fuelectenerg-13158	158	19	set	set	NOUN
fuelectenerg-13158	158	20	evaluates	evaluate	VERB
fuelectenerg-13158	158	21	the	the	DET
fuelectenerg-13158	158	22	algorithms	algorithms	NOUN
fuelectenerg-13158	158	23	performance	performance	NOUN
fuelectenerg-13158	158	24	.	.	PUNCT
fuelectenerg-13158	159	1	here	here	ADV
fuelectenerg-13158	159	2	,	,	PUNCT
fuelectenerg-13158	159	3	90	90	NUM
fuelectenerg-13158	159	4	%	%	NOUN
fuelectenerg-13158	159	5	data	datum	NOUN
fuelectenerg-13158	159	6	is	be	AUX
fuelectenerg-13158	159	7	used	use	VERB
fuelectenerg-13158	159	8	for	for	ADP
fuelectenerg-13158	159	9	training	training	NOUN
fuelectenerg-13158	159	10	,	,	PUNCT
fuelectenerg-13158	159	11	and	and	CCONJ
fuelectenerg-13158	159	12	the	the	DET
fuelectenerg-13158	159	13	rest	rest	NOUN
fuelectenerg-13158	159	14	10	10	NUM
fuelectenerg-13158	159	15	%	%	NOUN
fuelectenerg-13158	159	16	data	datum	NOUN
fuelectenerg-13158	159	17	is	be	AUX
fuelectenerg-13158	159	18	used	use	VERB
fuelectenerg-13158	159	19	for	for	ADP
fuelectenerg-13158	159	20	testing	testing	NOUN
fuelectenerg-13158	159	21	purposes	purpose	NOUN
fuelectenerg-13158	159	22	.	.	PUNCT
fuelectenerg-13158	160	1	this	this	DET
fuelectenerg-13158	160	2	division	division	NOUN
fuelectenerg-13158	160	3	ensures	ensure	VERB
fuelectenerg-13158	160	4	that	that	SCONJ
fuelectenerg-13158	160	5	the	the	DET
fuelectenerg-13158	160	6	models	model	NOUN
fuelectenerg-13158	160	7	generalize	generalize	VERB
fuelectenerg-13158	160	8	well	well	ADV
fuelectenerg-13158	160	9	to	to	ADP
fuelectenerg-13158	160	10	new	new	ADJ
fuelectenerg-13158	160	11	,	,	PUNCT
fuelectenerg-13158	160	12	unseen	unseen	ADJ
fuelectenerg-13158	160	13	data	datum	NOUN
fuelectenerg-13158	160	14	.	.	PUNCT
fuelectenerg-13158	161	1	several	several	ADJ
fuelectenerg-13158	161	2	ml	ml	NOUN
fuelectenerg-13158	161	3	models	model	NOUN
fuelectenerg-13158	161	4	are	be	AUX
fuelectenerg-13158	161	5	available	available	ADJ
fuelectenerg-13158	161	6	in	in	ADP
fuelectenerg-13158	161	7	the	the	DET
fuelectenerg-13158	161	8	literature	literature	NOUN
fuelectenerg-13158	161	9	.	.	PUNCT
fuelectenerg-13158	162	1	in	in	ADP
fuelectenerg-13158	162	2	this	this	DET
fuelectenerg-13158	162	3	paper	paper	NOUN
fuelectenerg-13158	162	4	,	,	PUNCT
fuelectenerg-13158	162	5	we	we	PRON
fuelectenerg-13158	162	6	have	have	AUX
fuelectenerg-13158	162	7	analyzed	analyze	VERB
fuelectenerg-13158	162	8	lr	lr	PROPN
fuelectenerg-13158	162	9	,	,	PUNCT
fuelectenerg-13158	162	10	dtr	dtr	NOUN
fuelectenerg-13158	162	11	,	,	PUNCT
fuelectenerg-13158	162	12	rf	rf	NOUN
fuelectenerg-13158	162	13	,	,	PUNCT
fuelectenerg-13158	162	14	gb	gb	PRON
fuelectenerg-13158	162	15	,	,	PUNCT
fuelectenerg-13158	162	16	xgboost	xgboost	PROPN
fuelectenerg-13158	162	17	,	,	PUNCT
fuelectenerg-13158	162	18	knn	knn	PROPN
fuelectenerg-13158	162	19	,	,	PUNCT
fuelectenerg-13158	162	20	and	and	CCONJ
fuelectenerg-13158	162	21	lasso	lasso	VERB
fuelectenerg-13158	162	22	to	to	PART
fuelectenerg-13158	162	23	predict	predict	VERB
fuelectenerg-13158	162	24	best	good	ADJ
fuelectenerg-13158	162	25	restaurants	restaurant	NOUN
fuelectenerg-13158	162	26	under	under	ADP
fuelectenerg-13158	162	27	different	different	ADJ
fuelectenerg-13158	162	28	criterions	criterion	NOUN
fuelectenerg-13158	162	29	such	such	ADJ
fuelectenerg-13158	162	30	as	as	ADP
fuelectenerg-13158	162	31	restaurant	restaurant	NOUN
fuelectenerg-13158	162	32	rating	rating	NOUN
fuelectenerg-13158	162	33	,	,	PUNCT
fuelectenerg-13158	162	34	price	price	NOUN
fuelectenerg-13158	162	35	ranges	range	NOUN
fuelectenerg-13158	162	36	,	,	PUNCT
fuelectenerg-13158	162	37	type	type	NOUN
fuelectenerg-13158	162	38	of	of	ADP
fuelectenerg-13158	162	39	establishment	establishment	NOUN
fuelectenerg-13158	162	40	,	,	PUNCT
fuelectenerg-13158	162	41	food	food	NOUN
fuelectenerg-13158	162	42	hygiene	hygiene	NOUN
fuelectenerg-13158	162	43	,	,	PUNCT
fuelectenerg-13158	162	44	service	service	NOUN
fuelectenerg-13158	162	45	quality	quality	NOUN
fuelectenerg-13158	162	46	,	,	PUNCT
fuelectenerg-13158	162	47	and	and	CCONJ
fuelectenerg-13158	162	48	location	location	NOUN
fuelectenerg-13158	162	49	.	.	PUNCT
fuelectenerg-13158	163	1	ml	ml	PROPN
fuelectenerg-13158	163	2	algorithms	algorithm	NOUN
fuelectenerg-13158	163	3	are	be	AUX
fuelectenerg-13158	163	4	evaluated	evaluate	VERB
fuelectenerg-13158	163	5	on	on	ADP
fuelectenerg-13158	163	6	the	the	DET
fuelectenerg-13158	163	7	basis	basis	NOUN
fuelectenerg-13158	163	8	of	of	ADP
fuelectenerg-13158	163	9	metrics	metric	NOUN
fuelectenerg-13158	163	10	of	of	ADP
fuelectenerg-13158	163	11	rsquare	rsquare	NOUN
fuelectenerg-13158	163	12	(	(	PUNCT
fuelectenerg-13158	163	13	or	or	CCONJ
fuelectenerg-13158	163	14	accuracy	accuracy	NOUN
fuelectenerg-13158	163	15	(	(	PUNCT
fuelectenerg-13158	163	16	%	%	NOUN
fuelectenerg-13158	163	17	)	)	PUNCT
fuelectenerg-13158	163	18	)	)	PUNCT
fuelectenerg-13158	163	19	,	,	PUNCT
fuelectenerg-13158	163	20	mae	mae	PROPN
fuelectenerg-13158	163	21	,	,	PUNCT
fuelectenerg-13158	163	22	model	model	NOUN
fuelectenerg-13158	163	23	fit	fit	PROPN
fuelectenerg-13158	163	24	,	,	PUNCT
fuelectenerg-13158	163	25	and	and	CCONJ
fuelectenerg-13158	163	26	model	model	NOUN
fuelectenerg-13158	163	27	prediction	prediction	NOUN
fuelectenerg-13158	163	28	time	time	NOUN
fuelectenerg-13158	163	29	.	.	PUNCT
fuelectenerg-13158	164	1	all	all	DET
fuelectenerg-13158	164	2	such	such	ADJ
fuelectenerg-13158	164	3	algorithms	algorithm	NOUN
fuelectenerg-13158	164	4	are	be	AUX
fuelectenerg-13158	164	5	discussed	discuss	VERB
fuelectenerg-13158	164	6	separately	separately	ADV
fuelectenerg-13158	164	7	in	in	ADP
fuelectenerg-13158	164	8	detail	detail	NOUN
fuelectenerg-13158	164	9	.	.	PUNCT
fuelectenerg-13158	165	1	5.1	5.1	NUM
fuelectenerg-13158	165	2	.	.	PUNCT
fuelectenerg-13158	166	1	linear	linear	ADJ
fuelectenerg-13158	166	2	regression	regression	NOUN
fuelectenerg-13158	166	3	(	(	PUNCT
fuelectenerg-13158	166	4	lr	lr	NOUN
fuelectenerg-13158	166	5	)	)	PUNCT
fuelectenerg-13158	166	6	lr	lr	PROPN
fuelectenerg-13158	166	7	is	be	AUX
fuelectenerg-13158	166	8	a	a	DET
fuelectenerg-13158	166	9	supervised	supervised	ADJ
fuelectenerg-13158	166	10	learning	learning	NOUN
fuelectenerg-13158	166	11	technique	technique	NOUN
fuelectenerg-13158	166	12	that	that	PRON
fuelectenerg-13158	166	13	determines	determine	VERB
fuelectenerg-13158	166	14	a	a	DET
fuelectenerg-13158	166	15	linear	linear	ADJ
fuelectenerg-13158	166	16	relationship	relationship	NOUN
fuelectenerg-13158	166	17	between	between	ADP
fuelectenerg-13158	166	18	x	x	PROPN
fuelectenerg-13158	166	19	(	(	PUNCT
fuelectenerg-13158	166	20	input	input	NOUN
fuelectenerg-13158	166	21	)	)	PUNCT
fuelectenerg-13158	166	22	and	and	CCONJ
fuelectenerg-13158	166	23	y	y	PROPN
fuelectenerg-13158	166	24	(	(	PUNCT
fuelectenerg-13158	166	25	output	output	PROPN
fuelectenerg-13158	166	26	)	)	PUNCT
fuelectenerg-13158	166	27	by	by	ADP
fuelectenerg-13158	166	28	predicting	predict	VERB
fuelectenerg-13158	166	29	the	the	DET
fuelectenerg-13158	166	30	value	value	NOUN
fuelectenerg-13158	166	31	of	of	ADP
fuelectenerg-13158	166	32	the	the	DET
fuelectenerg-13158	166	33	dependent	dependent	ADJ
fuelectenerg-13158	166	34	variable	variable	NOUN
fuelectenerg-13158	166	35	(	(	PUNCT
fuelectenerg-13158	166	36	y	y	NOUN
fuelectenerg-13158	166	37	)	)	PUNCT
fuelectenerg-13158	166	38	based	base	VERB
fuelectenerg-13158	166	39	on	on	ADP
fuelectenerg-13158	166	40	the	the	DET
fuelectenerg-13158	166	41	provided	provide	VERB
fuelectenerg-13158	166	42	independent	independent	ADJ
fuelectenerg-13158	166	43	variable	variable	NOUN
fuelectenerg-13158	166	44	(	(	PUNCT
fuelectenerg-13158	166	45	x	x	NOUN
fuelectenerg-13158	166	46	)	)	PUNCT
fuelectenerg-13158	166	47	.	.	PUNCT
fuelectenerg-13158	167	1	thus	thus	ADV
fuelectenerg-13158	167	2	,	,	PUNCT
fuelectenerg-13158	167	3	the	the	DET
fuelectenerg-13158	167	4	term	term	NOUN
fuelectenerg-13158	167	5	"	"	PUNCT
fuelectenerg-13158	167	6	linear	linear	ADJ
fuelectenerg-13158	167	7	regression	regression	NOUN
fuelectenerg-13158	167	8	,	,	PUNCT
fuelectenerg-13158	167	9	"	"	PUNCT
fuelectenerg-13158	167	10	with	with	ADP
fuelectenerg-13158	167	11	y	y	PROPN
fuelectenerg-13158	167	12	=	=	SYM
fuelectenerg-13158	167	13	mx	mx	PROPN
fuelectenerg-13158	168	1	+	+	CCONJ
fuelectenerg-13158	168	2	c	c	NOUN
fuelectenerg-13158	168	3	serving	serve	VERB
fuelectenerg-13158	168	4	as	as	ADP
fuelectenerg-13158	168	5	the	the	DET
fuelectenerg-13158	168	6	lr	lr	NOUN
fuelectenerg-13158	168	7	hypothesis	hypothesis	NOUN
fuelectenerg-13158	168	8	,	,	PUNCT
fuelectenerg-13158	168	9	is	be	AUX
fuelectenerg-13158	168	10	used	use	VERB
fuelectenerg-13158	168	11	.	.	PUNCT
fuelectenerg-13158	169	1	the	the	DET
fuelectenerg-13158	169	2	line	line	NOUN
fuelectenerg-13158	169	3	that	that	PRON
fuelectenerg-13158	169	4	fits	fit	VERB
fuelectenerg-13158	169	5	our	our	PRON
fuelectenerg-13158	169	6	model	model	NOUN
fuelectenerg-13158	169	7	the	the	DET
fuelectenerg-13158	169	8	best	good	ADJ
fuelectenerg-13158	169	9	is	be	AUX
fuelectenerg-13158	169	10	the	the	DET
fuelectenerg-13158	169	11	regression	regression	NOUN
fuelectenerg-13158	169	12	line	line	NOUN
fuelectenerg-13158	169	13	.	.	PUNCT
fuelectenerg-13158	170	1	in	in	ADP
fuelectenerg-13158	170	2	order	order	NOUN
fuelectenerg-13158	170	3	to	to	PART
fuelectenerg-13158	170	4	produce	produce	VERB
fuelectenerg-13158	170	5	scientifically	scientifically	ADV
fuelectenerg-13158	170	6	valid	valid	ADJ
fuelectenerg-13158	170	7	and	and	CCONJ
fuelectenerg-13158	170	8	dependable	dependable	ADJ
fuelectenerg-13158	170	9	predictions	prediction	NOUN
fuelectenerg-13158	170	10	,	,	PUNCT
fuelectenerg-13158	170	11	lr	lr	PROPN
fuelectenerg-13158	170	12	employs	employ	VERB
fuelectenerg-13158	170	13	a	a	DET
fuelectenerg-13158	170	14	well	well	ADV
fuelectenerg-13158	170	15	-	-	PUNCT
fuelectenerg-13158	170	16	established	establish	VERB
fuelectenerg-13158	170	17	statistical	statistical	ADJ
fuelectenerg-13158	170	18	process	process	NOUN
fuelectenerg-13158	170	19	.	.	PUNCT
fuelectenerg-13158	171	1	the	the	DET
fuelectenerg-13158	171	2	model	model	NOUN
fuelectenerg-13158	171	3	can	can	AUX
fuelectenerg-13158	171	4	be	be	AUX
fuelectenerg-13158	171	5	trained	train	VERB
fuelectenerg-13158	171	6	rapidly	rapidly	ADV
fuelectenerg-13158	171	7	,	,	PUNCT
fuelectenerg-13158	171	8	and	and	CCONJ
fuelectenerg-13158	171	9	the	the	DET
fuelectenerg-13158	171	10	algorithm	algorithm	NOUN
fuelectenerg-13158	171	11	is	be	AUX
fuelectenerg-13158	171	12	simple	simple	ADJ
fuelectenerg-13158	171	13	to	to	PART
fuelectenerg-13158	171	14	comprehend	comprehend	VERB
fuelectenerg-13158	172	1	[	[	X
fuelectenerg-13158	172	2	11	11	NUM
fuelectenerg-13158	172	3	]	]	PUNCT
fuelectenerg-13158	172	4	,	,	PUNCT
fuelectenerg-13158	172	5	[	[	X
fuelectenerg-13158	172	6	19	19	NUM
fuelectenerg-13158	172	7	]	]	PUNCT
fuelectenerg-13158	172	8	.	.	PUNCT
fuelectenerg-13158	173	1	the	the	DET
fuelectenerg-13158	173	2	graphical	graphical	ADJ
fuelectenerg-13158	173	3	representation	representation	NOUN
fuelectenerg-13158	173	4	of	of	ADP
fuelectenerg-13158	173	5	linear	linear	ADJ
fuelectenerg-13158	173	6	regression	regression	NOUN
fuelectenerg-13158	173	7	is	be	AUX
fuelectenerg-13158	173	8	provided	provide	VERB
fuelectenerg-13158	173	9	in	in	ADP
fuelectenerg-13158	173	10	fig	fig	NOUN
fuelectenerg-13158	173	11	.	.	PUNCT
fuelectenerg-13158	174	1	5	5	NUM
fuelectenerg-13158	174	2	.	.	X
fuelectenerg-13158	174	3	fig	fig	NOUN
fuelectenerg-13158	174	4	.	.	PUNCT
fuelectenerg-13158	175	1	5	5	NUM
fuelectenerg-13158	175	2	linear	linear	ADJ
fuelectenerg-13158	175	3	regression	regression	NOUN
fuelectenerg-13158	175	4	machine	machine	NOUN
fuelectenerg-13158	175	5	learning	learning	NOUN
fuelectenerg-13158	175	6	-	-	PUNCT
fuelectenerg-13158	175	7	driven	drive	VERB
fuelectenerg-13158	175	8	statistical	statistical	ADJ
fuelectenerg-13158	175	9	analysis	analysis	NOUN
fuelectenerg-13158	175	10	of	of	ADP
fuelectenerg-13158	175	11	indian	indian	ADJ
fuelectenerg-13158	175	12	restaurants	restaurant	NOUN
fuelectenerg-13158	175	13	:	:	PUNCT
fuelectenerg-13158	175	14	insights	insight	NOUN
fuelectenerg-13158	175	15	from	from	ADP
fuelectenerg-13158	175	16	zomato	zomato	NOUN
fuelectenerg-13158	175	17	dataset	dataset	VERB
fuelectenerg-13158	175	18	365	365	NUM
fuelectenerg-13158	175	19	5.2	5.2	NUM
fuelectenerg-13158	175	20	.	.	PUNCT
fuelectenerg-13158	176	1	decision	decision	NOUN
fuelectenerg-13158	176	2	tree	tree	NOUN
fuelectenerg-13158	176	3	(	(	PUNCT
fuelectenerg-13158	176	4	dt	dt	NOUN
fuelectenerg-13158	176	5	)	)	PUNCT
fuelectenerg-13158	176	6	in	in	ADP
fuelectenerg-13158	176	7	dt	dt	PROPN
fuelectenerg-13158	177	1	[	[	X
fuelectenerg-13158	177	2	12	12	NUM
fuelectenerg-13158	177	3	]	]	PUNCT
fuelectenerg-13158	177	4	,	,	PUNCT
fuelectenerg-13158	177	5	[	[	X
fuelectenerg-13158	177	6	15	15	NUM
fuelectenerg-13158	177	7	]	]	PUNCT
fuelectenerg-13158	177	8	,	,	PUNCT
fuelectenerg-13158	177	9	data	datum	NOUN
fuelectenerg-13158	177	10	is	be	AUX
fuelectenerg-13158	177	11	structured	structure	VERB
fuelectenerg-13158	177	12	as	as	ADP
fuelectenerg-13158	177	13	a	a	DET
fuelectenerg-13158	177	14	tree	tree	NOUN
fuelectenerg-13158	177	15	,	,	PUNCT
fuelectenerg-13158	177	16	where	where	SCONJ
fuelectenerg-13158	177	17	each	each	DET
fuelectenerg-13158	177	18	internal	internal	ADJ
fuelectenerg-13158	177	19	node	node	NOUN
fuelectenerg-13158	177	20	represents	represent	VERB
fuelectenerg-13158	177	21	a	a	DET
fuelectenerg-13158	177	22	decision	decision	NOUN
fuelectenerg-13158	177	23	based	base	VERB
fuelectenerg-13158	177	24	on	on	ADP
fuelectenerg-13158	177	25	the	the	DET
fuelectenerg-13158	177	26	input	input	NOUN
fuelectenerg-13158	177	27	features	feature	NOUN
fuelectenerg-13158	177	28	.	.	PUNCT
fuelectenerg-13158	178	1	dt	dt	PROPN
fuelectenerg-13158	178	2	introduces	introduce	VERB
fuelectenerg-13158	178	3	non	non	ADJ
fuelectenerg-13158	178	4	-	-	ADJ
fuelectenerg-13158	178	5	linearity	linearity	ADJ
fuelectenerg-13158	178	6	to	to	ADP
fuelectenerg-13158	178	7	the	the	DET
fuelectenerg-13158	178	8	predictive	predictive	ADJ
fuelectenerg-13158	178	9	process	process	NOUN
fuelectenerg-13158	178	10	and	and	CCONJ
fuelectenerg-13158	178	11	captures	capture	VERB
fuelectenerg-13158	178	12	intricate	intricate	ADJ
fuelectenerg-13158	178	13	relationships	relationship	NOUN
fuelectenerg-13158	178	14	between	between	ADP
fuelectenerg-13158	178	15	features	feature	NOUN
fuelectenerg-13158	178	16	and	and	CCONJ
fuelectenerg-13158	178	17	the	the	DET
fuelectenerg-13158	178	18	target	target	NOUN
fuelectenerg-13158	178	19	variable	variable	NOUN
fuelectenerg-13158	178	20	[	[	X
fuelectenerg-13158	178	21	12	12	NUM
fuelectenerg-13158	178	22	]	]	PUNCT
fuelectenerg-13158	178	23	.	.	PUNCT
fuelectenerg-13158	179	1	it	it	PRON
fuelectenerg-13158	179	2	offers	offer	VERB
fuelectenerg-13158	179	3	flexibility	flexibility	NOUN
fuelectenerg-13158	179	4	in	in	ADP
fuelectenerg-13158	179	5	handling	handle	VERB
fuelectenerg-13158	179	6	diverse	diverse	ADJ
fuelectenerg-13158	179	7	data	datum	NOUN
fuelectenerg-13158	179	8	types	type	NOUN
fuelectenerg-13158	179	9	,	,	PUNCT
fuelectenerg-13158	179	10	presenting	present	VERB
fuelectenerg-13158	179	11	a	a	DET
fuelectenerg-13158	179	12	viable	viable	ADJ
fuelectenerg-13158	179	13	alternative	alternative	NOUN
fuelectenerg-13158	179	14	for	for	ADP
fuelectenerg-13158	179	15	scenarios	scenario	NOUN
fuelectenerg-13158	179	16	with	with	ADP
fuelectenerg-13158	179	17	complex	complex	ADJ
fuelectenerg-13158	179	18	non	non	ADJ
fuelectenerg-13158	179	19	-	-	ADJ
fuelectenerg-13158	179	20	linear	linear	ADJ
fuelectenerg-13158	179	21	patterns	pattern	NOUN
fuelectenerg-13158	179	22	.	.	PUNCT
fuelectenerg-13158	180	1	the	the	DET
fuelectenerg-13158	180	2	splitting	splitting	NOUN
fuelectenerg-13158	180	3	process	process	NOUN
fuelectenerg-13158	180	4	begins	begin	VERB
fuelectenerg-13158	180	5	at	at	ADP
fuelectenerg-13158	180	6	the	the	DET
fuelectenerg-13158	180	7	root	root	NOUN
fuelectenerg-13158	180	8	node	node	NOUN
fuelectenerg-13158	180	9	and	and	CCONJ
fuelectenerg-13158	180	10	proceeds	proceed	VERB
fuelectenerg-13158	180	11	along	along	ADP
fuelectenerg-13158	180	12	a	a	DET
fuelectenerg-13158	180	13	branch	branch	NOUN
fuelectenerg-13158	180	14	tree	tree	NOUN
fuelectenerg-13158	180	15	to	to	ADP
fuelectenerg-13158	180	16	the	the	DET
fuelectenerg-13158	180	17	leaf	leaf	NOUN
fuelectenerg-13158	180	18	node	node	NOUN
fuelectenerg-13158	180	19	,	,	PUNCT
fuelectenerg-13158	180	20	or	or	CCONJ
fuelectenerg-13158	180	21	terminal	terminal	ADJ
fuelectenerg-13158	180	22	node	node	NOUN
fuelectenerg-13158	180	23	,	,	PUNCT
fuelectenerg-13158	180	24	which	which	PRON
fuelectenerg-13158	180	25	houses	house	VERB
fuelectenerg-13158	180	26	the	the	DET
fuelectenerg-13158	180	27	algorithm	algorithm	NOUN
fuelectenerg-13158	180	28	's	's	PART
fuelectenerg-13158	180	29	prediction	prediction	NOUN
fuelectenerg-13158	180	30	or	or	CCONJ
fuelectenerg-13158	180	31	result	result	NOUN
fuelectenerg-13158	180	32	.	.	PUNCT
fuelectenerg-13158	181	1	dt	dt	PUNCT
fuelectenerg-13158	181	2	employs	employ	VERB
fuelectenerg-13158	181	3	a	a	DET
fuelectenerg-13158	181	4	top	top	ADJ
fuelectenerg-13158	181	5	-	-	PUNCT
fuelectenerg-13158	181	6	down	down	ADP
fuelectenerg-13158	181	7	methodology	methodology	NOUN
fuelectenerg-13158	181	8	.	.	PUNCT
fuelectenerg-13158	182	1	a	a	DET
fuelectenerg-13158	182	2	binary	binary	ADJ
fuelectenerg-13158	182	3	tree	tree	NOUN
fuelectenerg-13158	182	4	that	that	PRON
fuelectenerg-13158	182	5	shows	show	VERB
fuelectenerg-13158	182	6	how	how	SCONJ
fuelectenerg-13158	182	7	a	a	DET
fuelectenerg-13158	182	8	decision	decision	NOUN
fuelectenerg-13158	182	9	node	node	NOUN
fuelectenerg-13158	182	10	divides	divide	VERB
fuelectenerg-13158	182	11	into	into	ADP
fuelectenerg-13158	182	12	two	two	NUM
fuelectenerg-13158	182	13	nodes	node	NOUN
fuelectenerg-13158	182	14	according	accord	VERB
fuelectenerg-13158	182	15	to	to	ADP
fuelectenerg-13158	182	16	certain	certain	ADJ
fuelectenerg-13158	182	17	conditions	condition	NOUN
fuelectenerg-13158	182	18	can	can	AUX
fuelectenerg-13158	182	19	be	be	AUX
fuelectenerg-13158	182	20	used	use	VERB
fuelectenerg-13158	182	21	to	to	PART
fuelectenerg-13158	182	22	represent	represent	VERB
fuelectenerg-13158	182	23	each	each	DET
fuelectenerg-13158	182	24	subtree	subtree	NOUN
fuelectenerg-13158	182	25	of	of	ADP
fuelectenerg-13158	182	26	the	the	DET
fuelectenerg-13158	182	27	dt	dt	PROPN
fuelectenerg-13158	182	28	model	model	PROPN
fuelectenerg-13158	182	29	.	.	PUNCT
fuelectenerg-13158	183	1	regression	regression	NOUN
fuelectenerg-13158	183	2	trees	tree	NOUN
fuelectenerg-13158	183	3	are	be	AUX
fuelectenerg-13158	183	4	dts	dt	NOUN
fuelectenerg-13158	183	5	in	in	ADP
fuelectenerg-13158	183	6	which	which	PRON
fuelectenerg-13158	183	7	the	the	DET
fuelectenerg-13158	183	8	target	target	NOUN
fuelectenerg-13158	183	9	variable	variable	NOUN
fuelectenerg-13158	183	10	or	or	CCONJ
fuelectenerg-13158	183	11	the	the	DET
fuelectenerg-13158	183	12	terminal	terminal	ADJ
fuelectenerg-13158	183	13	node	node	NOUN
fuelectenerg-13158	183	14	is	be	AUX
fuelectenerg-13158	183	15	capable	capable	ADJ
fuelectenerg-13158	183	16	of	of	ADP
fuelectenerg-13158	183	17	accepting	accept	VERB
fuelectenerg-13158	183	18	continuous	continuous	ADJ
fuelectenerg-13158	183	19	values	value	NOUN
fuelectenerg-13158	183	20	.	.	PUNCT
fuelectenerg-13158	184	1	the	the	DET
fuelectenerg-13158	184	2	fundamental	fundamental	ADJ
fuelectenerg-13158	184	3	structure	structure	NOUN
fuelectenerg-13158	184	4	of	of	ADP
fuelectenerg-13158	184	5	the	the	DET
fuelectenerg-13158	184	6	decision	decision	NOUN
fuelectenerg-13158	184	7	tree	tree	NOUN
fuelectenerg-13158	184	8	is	be	AUX
fuelectenerg-13158	184	9	presented	present	VERB
fuelectenerg-13158	184	10	in	in	ADP
fuelectenerg-13158	184	11	fig	fig	NOUN
fuelectenerg-13158	184	12	.	.	PUNCT
fuelectenerg-13158	185	1	6	6	NUM
fuelectenerg-13158	185	2	.	.	X
fuelectenerg-13158	185	3	fig	fig	NOUN
fuelectenerg-13158	185	4	.	.	PUNCT
fuelectenerg-13158	186	1	6	6	NUM
fuelectenerg-13158	186	2	basic	basic	ADJ
fuelectenerg-13158	186	3	structure	structure	NOUN
fuelectenerg-13158	186	4	of	of	ADP
fuelectenerg-13158	186	5	decision	decision	NOUN
fuelectenerg-13158	186	6	tree	tree	NOUN
fuelectenerg-13158	186	7	5.3	5.3	NUM
fuelectenerg-13158	186	8	.	.	PUNCT
fuelectenerg-13158	187	1	random	random	ADJ
fuelectenerg-13158	187	2	forest	forest	NOUN
fuelectenerg-13158	187	3	(	(	PUNCT
fuelectenerg-13158	187	4	rf	rf	NOUN
fuelectenerg-13158	187	5	)	)	PUNCT
fuelectenerg-13158	187	6	rf	rf	VERB
fuelectenerg-13158	188	1	[	[	X
fuelectenerg-13158	188	2	6	6	NUM
fuelectenerg-13158	188	3	]	]	PUNCT
fuelectenerg-13158	188	4	,	,	PUNCT
fuelectenerg-13158	188	5	[	[	X
fuelectenerg-13158	188	6	16	16	NUM
fuelectenerg-13158	188	7	]	]	PUNCT
fuelectenerg-13158	188	8	can	can	AUX
fuelectenerg-13158	188	9	handle	handle	VERB
fuelectenerg-13158	188	10	both	both	CCONJ
fuelectenerg-13158	188	11	the	the	DET
fuelectenerg-13158	188	12	regression	regression	NOUN
fuelectenerg-13158	188	13	and	and	CCONJ
fuelectenerg-13158	188	14	the	the	DET
fuelectenerg-13158	188	15	classification	classification	NOUN
fuelectenerg-13158	188	16	problem	problem	NOUN
fuelectenerg-13158	188	17	by	by	ADP
fuelectenerg-13158	188	18	using	use	VERB
fuelectenerg-13158	188	19	several	several	ADJ
fuelectenerg-13158	188	20	dts	dt	NOUN
fuelectenerg-13158	188	21	and	and	CCONJ
fuelectenerg-13158	188	22	resampling	resample	VERB
fuelectenerg-13158	188	23	methods	method	NOUN
fuelectenerg-13158	188	24	known	know	VERB
fuelectenerg-13158	188	25	as	as	ADP
fuelectenerg-13158	188	26	aggregation	aggregation	NOUN
fuelectenerg-13158	188	27	,	,	PUNCT
fuelectenerg-13158	188	28	or	or	CCONJ
fuelectenerg-13158	188	29	bagging	bagging	NOUN
fuelectenerg-13158	188	30	,	,	PUNCT
fuelectenerg-13158	188	31	and	and	CCONJ
fuelectenerg-13158	188	32	bootstrapping	bootstrappe	VERB
fuelectenerg-13158	188	33	.	.	PUNCT
fuelectenerg-13158	189	1	using	use	VERB
fuelectenerg-13158	189	2	bagging	bagging	NOUN
fuelectenerg-13158	189	3	,	,	PUNCT
fuelectenerg-13158	189	4	the	the	DET
fuelectenerg-13158	189	5	smaller	small	ADJ
fuelectenerg-13158	189	6	models	model	NOUN
fuelectenerg-13158	189	7	are	be	AUX
fuelectenerg-13158	189	8	combined	combine	VERB
fuelectenerg-13158	189	9	to	to	PART
fuelectenerg-13158	189	10	create	create	VERB
fuelectenerg-13158	189	11	an	an	DET
fuelectenerg-13158	189	12	rf	rf	ADJ
fuelectenerg-13158	189	13	model	model	NOUN
fuelectenerg-13158	189	14	,	,	PUNCT
fuelectenerg-13158	189	15	which	which	PRON
fuelectenerg-13158	189	16	produces	produce	VERB
fuelectenerg-13158	189	17	a	a	DET
fuelectenerg-13158	189	18	single	single	ADJ
fuelectenerg-13158	189	19	prediction	prediction	NOUN
fuelectenerg-13158	189	20	value	value	NOUN
fuelectenerg-13158	189	21	.	.	PUNCT
fuelectenerg-13158	190	1	the	the	DET
fuelectenerg-13158	190	2	fundamental	fundamental	ADJ
fuelectenerg-13158	190	3	concept	concept	NOUN
fuelectenerg-13158	190	4	is	be	AUX
fuelectenerg-13158	190	5	to	to	PART
fuelectenerg-13158	190	6	integrate	integrate	VERB
fuelectenerg-13158	190	7	several	several	ADJ
fuelectenerg-13158	190	8	dts	dts	NOUN
fuelectenerg-13158	190	9	to	to	PART
fuelectenerg-13158	190	10	determine	determine	VERB
fuelectenerg-13158	190	11	the	the	DET
fuelectenerg-13158	190	12	final	final	ADJ
fuelectenerg-13158	190	13	result	result	NOUN
fuelectenerg-13158	190	14	instead	instead	ADV
fuelectenerg-13158	190	15	of	of	ADP
fuelectenerg-13158	190	16	depending	depend	VERB
fuelectenerg-13158	190	17	only	only	ADV
fuelectenerg-13158	190	18	on	on	ADP
fuelectenerg-13158	190	19	individual	individual	ADJ
fuelectenerg-13158	190	20	dts	dts	NOUN
fuelectenerg-13158	190	21	.	.	PUNCT
fuelectenerg-13158	191	1	rf	rf	PROPN
fuelectenerg-13158	191	2	model	model	NOUN
fuelectenerg-13158	191	3	stands	stand	VERB
fuelectenerg-13158	191	4	out	out	ADP
fuelectenerg-13158	191	5	as	as	ADP
fuelectenerg-13158	191	6	the	the	DET
fuelectenerg-13158	191	7	accuracy	accuracy	NOUN
fuelectenerg-13158	191	8	leader	leader	NOUN
fuelectenerg-13158	191	9	,	,	PUNCT
fuelectenerg-13158	191	10	combining	combine	VERB
fuelectenerg-13158	191	11	the	the	DET
fuelectenerg-13158	191	12	merits	merit	NOUN
fuelectenerg-13158	191	13	of	of	ADP
fuelectenerg-13158	191	14	ensemble	ensemble	ADJ
fuelectenerg-13158	191	15	learning	learning	NOUN
fuelectenerg-13158	191	16	with	with	ADP
fuelectenerg-13158	191	17	feature	feature	NOUN
fuelectenerg-13158	191	18	importance	importance	NOUN
fuelectenerg-13158	191	19	analysis	analysis	NOUN
fuelectenerg-13158	191	20	.	.	PUNCT
fuelectenerg-13158	192	1	by	by	ADP
fuelectenerg-13158	192	2	aggregating	aggregate	VERB
fuelectenerg-13158	192	3	predictions	prediction	NOUN
fuelectenerg-13158	192	4	from	from	ADP
fuelectenerg-13158	192	5	multiple	multiple	ADJ
fuelectenerg-13158	192	6	correlated	correlate	VERB
fuelectenerg-13158	192	7	trees	tree	NOUN
fuelectenerg-13158	192	8	and	and	CCONJ
fuelectenerg-13158	192	9	introducing	introduce	VERB
fuelectenerg-13158	192	10	randomness	randomness	NOUN
fuelectenerg-13158	192	11	in	in	ADP
fuelectenerg-13158	192	12	feature	feature	NOUN
fuelectenerg-13158	192	13	selection	selection	NOUN
fuelectenerg-13158	192	14	,	,	PUNCT
fuelectenerg-13158	192	15	rf	rf	NOUN
fuelectenerg-13158	192	16	excels	excel	NOUN
fuelectenerg-13158	192	17	in	in	ADP
fuelectenerg-13158	192	18	minimizing	minimize	VERB
fuelectenerg-13158	192	19	both	both	DET
fuelectenerg-13158	192	20	bias	bias	NOUN
fuelectenerg-13158	192	21	and	and	CCONJ
fuelectenerg-13158	192	22	variance	variance	NOUN
fuelectenerg-13158	192	23	.	.	PUNCT
fuelectenerg-13158	193	1	due	due	ADP
fuelectenerg-13158	193	2	to	to	ADP
fuelectenerg-13158	193	3	its	its	PRON
fuelectenerg-13158	193	4	versatility	versatility	NOUN
fuelectenerg-13158	193	5	and	and	CCONJ
fuelectenerg-13158	193	6	ability	ability	NOUN
fuelectenerg-13158	193	7	to	to	PART
fuelectenerg-13158	193	8	handle	handle	VERB
fuelectenerg-13158	193	9	complex	complex	ADJ
fuelectenerg-13158	193	10	relationships	relationship	NOUN
fuelectenerg-13158	193	11	make	make	VERB
fuelectenerg-13158	193	12	it	it	PRON
fuelectenerg-13158	193	13	the	the	DET
fuelectenerg-13158	193	14	model	model	NOUN
fuelectenerg-13158	193	15	of	of	ADP
fuelectenerg-13158	193	16	choice	choice	NOUN
fuelectenerg-13158	193	17	for	for	ADP
fuelectenerg-13158	193	18	robust	robust	ADJ
fuelectenerg-13158	193	19	predictions	prediction	NOUN
fuelectenerg-13158	193	20	in	in	ADP
fuelectenerg-13158	193	21	the	the	DET
fuelectenerg-13158	193	22	context	context	NOUN
fuelectenerg-13158	193	23	diverse	diverse	ADJ
fuelectenerg-13158	193	24	and	and	CCONJ
fuelectenerg-13158	193	25	dynamic	dynamic	ADJ
fuelectenerg-13158	193	26	zomato	zomato	NOUN
fuelectenerg-13158	193	27	restaurant	restaurant	NOUN
fuelectenerg-13158	193	28	dataset	dataset	NOUN
fuelectenerg-13158	193	29	.	.	PUNCT
fuelectenerg-13158	194	1	this	this	DET
fuelectenerg-13158	194	2	approach	approach	NOUN
fuelectenerg-13158	194	3	not	not	PART
fuelectenerg-13158	194	4	only	only	ADV
fuelectenerg-13158	194	5	enhances	enhance	VERB
fuelectenerg-13158	194	6	predictive	predictive	ADJ
fuelectenerg-13158	194	7	accuracy	accuracy	NOUN
fuelectenerg-13158	194	8	but	but	CCONJ
fuelectenerg-13158	194	9	also	also	ADV
fuelectenerg-13158	194	10	provides	provide	VERB
fuelectenerg-13158	194	11	insights	insight	NOUN
fuelectenerg-13158	194	12	into	into	ADP
fuelectenerg-13158	194	13	the	the	DET
fuelectenerg-13158	194	14	key	key	ADJ
fuelectenerg-13158	194	15	factors	factor	NOUN
fuelectenerg-13158	194	16	influencing	influence	VERB
fuelectenerg-13158	194	17	dining	dining	NOUN
fuelectenerg-13158	194	18	costs	cost	NOUN
fuelectenerg-13158	194	19	.	.	PUNCT
fuelectenerg-13158	195	1	after	after	ADP
fuelectenerg-13158	195	2	splitting	split	VERB
fuelectenerg-13158	195	3	the	the	DET
fuelectenerg-13158	195	4	data	datum	NOUN
fuelectenerg-13158	195	5	,	,	PUNCT
fuelectenerg-13158	195	6	rf	rf	NOUN
fuelectenerg-13158	195	7	model	model	NOUN
fuelectenerg-13158	195	8	is	be	AUX
fuelectenerg-13158	195	9	initiated	initiate	VERB
fuelectenerg-13158	195	10	to	to	PART
fuelectenerg-13158	195	11	train	train	VERB
fuelectenerg-13158	195	12	the	the	DET
fuelectenerg-13158	195	13	data	datum	NOUN
fuelectenerg-13158	195	14	.	.	PUNCT
fuelectenerg-13158	196	1	this	this	PRON
fuelectenerg-13158	196	2	is	be	AUX
fuelectenerg-13158	196	3	done	do	VERB
fuelectenerg-13158	196	4	with	with	ADP
fuelectenerg-13158	196	5	the	the	DET
fuelectenerg-13158	196	6	help	help	NOUN
fuelectenerg-13158	196	7	of	of	ADP
fuelectenerg-13158	196	8	randomforestregressor	randomforestregressor	NOUN
fuelectenerg-13158	196	9	(	(	PUNCT
fuelectenerg-13158	196	10	)	)	PUNCT
fuelectenerg-13158	196	11	module	module	NOUN
fuelectenerg-13158	196	12	of	of	ADP
fuelectenerg-13158	196	13	scikit	scikit	NOUN
fuelectenerg-13158	196	14	-	-	PUNCT
fuelectenerg-13158	196	15	learn	learn	NOUN
fuelectenerg-13158	196	16	.	.	PUNCT
fuelectenerg-13158	197	1	the	the	DET
fuelectenerg-13158	197	2	fundamental	fundamental	ADJ
fuelectenerg-13158	197	3	working	working	ADJ
fuelectenerg-13158	197	4	principle	principle	NOUN
fuelectenerg-13158	197	5	of	of	ADP
fuelectenerg-13158	197	6	random	random	ADJ
fuelectenerg-13158	197	7	forest	forest	NOUN
fuelectenerg-13158	197	8	is	be	AUX
fuelectenerg-13158	197	9	illustrated	illustrate	VERB
fuelectenerg-13158	197	10	in	in	ADP
fuelectenerg-13158	197	11	fig	fig	NOUN
fuelectenerg-13158	197	12	.	.	PUNCT
fuelectenerg-13158	198	1	7	7	X
fuelectenerg-13158	198	2	.	.	X
fuelectenerg-13158	198	3	366	366	NUM
fuelectenerg-13158	198	4	a.	a.	NOUN
fuelectenerg-13158	198	5	vaidhy	vaidhy	NOUN
fuelectenerg-13158	198	6	,	,	PUNCT
fuelectenerg-13158	198	7	d.	d.	PROPN
fuelectenerg-13158	198	8	batham	batham	PROPN
fuelectenerg-13158	198	9	,	,	PUNCT
fuelectenerg-13158	198	10	r.	r.	PROPN
fuelectenerg-13158	198	11	jain	jain	PROPN
fuelectenerg-13158	198	12	,	,	PUNCT
fuelectenerg-13158	198	13	a.	a.	NOUN
fuelectenerg-13158	198	14	manjhwar	manjhwar	PROPN
fuelectenerg-13158	198	15	fig	fig	NOUN
fuelectenerg-13158	198	16	.	.	PUNCT
fuelectenerg-13158	199	1	7	7	NUM
fuelectenerg-13158	199	2	structural	structural	ADJ
fuelectenerg-13158	199	3	representation	representation	NOUN
fuelectenerg-13158	199	4	of	of	ADP
fuelectenerg-13158	199	5	the	the	DET
fuelectenerg-13158	199	6	random	random	ADJ
fuelectenerg-13158	199	7	forest	forest	NOUN
fuelectenerg-13158	199	8	5.4	5.4	NUM
fuelectenerg-13158	199	9	.	.	PUNCT
fuelectenerg-13158	200	1	k	k	X
fuelectenerg-13158	200	2	-	-	PUNCT
fuelectenerg-13158	200	3	nearest	near	ADJ
fuelectenerg-13158	200	4	neighbor	neighbor	NOUN
fuelectenerg-13158	200	5	(	(	PUNCT
fuelectenerg-13158	200	6	knn	knn	PROPN
fuelectenerg-13158	200	7	)	)	PUNCT
fuelectenerg-13158	200	8	knn	knn	PROPN
fuelectenerg-13158	200	9	is	be	AUX
fuelectenerg-13158	200	10	an	an	DET
fuelectenerg-13158	200	11	instance	instance	NOUN
fuelectenerg-13158	200	12	-	-	PUNCT
fuelectenerg-13158	200	13	based	base	VERB
fuelectenerg-13158	200	14	,	,	PUNCT
fuelectenerg-13158	200	15	supervised	supervised	ADJ
fuelectenerg-13158	200	16	learning	learn	VERB
fuelectenerg-13158	200	17	algorithm	algorithm	NOUN
fuelectenerg-13158	200	18	that	that	PRON
fuelectenerg-13158	200	19	is	be	AUX
fuelectenerg-13158	200	20	non	non	ADJ
fuelectenerg-13158	200	21	-	-	ADJ
fuelectenerg-13158	200	22	parametric	parametric	ADJ
fuelectenerg-13158	200	23	.	.	PUNCT
fuelectenerg-13158	201	1	new	new	ADJ
fuelectenerg-13158	201	2	data	datum	NOUN
fuelectenerg-13158	201	3	points	point	NOUN
fuelectenerg-13158	201	4	are	be	AUX
fuelectenerg-13158	201	5	categorized	categorize	VERB
fuelectenerg-13158	201	6	according	accord	VERB
fuelectenerg-13158	201	7	to	to	ADP
fuelectenerg-13158	201	8	the	the	DET
fuelectenerg-13158	201	9	predominant	predominant	ADJ
fuelectenerg-13158	201	10	class	class	NOUN
fuelectenerg-13158	201	11	of	of	ADP
fuelectenerg-13158	201	12	their	their	PRON
fuelectenerg-13158	201	13	closest	close	ADJ
fuelectenerg-13158	201	14	neighbors	neighbor	NOUN
fuelectenerg-13158	201	15	.	.	PUNCT
fuelectenerg-13158	202	1	the	the	DET
fuelectenerg-13158	202	2	algorithm	algorithm	NOUN
fuelectenerg-13158	202	3	keeps	keep	VERB
fuelectenerg-13158	202	4	track	track	NOUN
fuelectenerg-13158	202	5	of	of	ADP
fuelectenerg-13158	202	6	every	every	DET
fuelectenerg-13158	202	7	case	case	NOUN
fuelectenerg-13158	202	8	that	that	PRON
fuelectenerg-13158	202	9	is	be	AUX
fuelectenerg-13158	202	10	accessible	accessible	ADJ
fuelectenerg-13158	202	11	and	and	CCONJ
fuelectenerg-13158	202	12	categorizes	categorize	VERB
fuelectenerg-13158	202	13	newly	newly	ADV
fuelectenerg-13158	202	14	discovered	discover	VERB
fuelectenerg-13158	202	15	cases	case	NOUN
fuelectenerg-13158	202	16	based	base	VERB
fuelectenerg-13158	202	17	on	on	ADP
fuelectenerg-13158	202	18	their	their	PRON
fuelectenerg-13158	202	19	feature	feature	NOUN
fuelectenerg-13158	202	20	space	space	NOUN
fuelectenerg-13158	202	21	majority	majority	NOUN
fuelectenerg-13158	202	22	vote	vote	NOUN
fuelectenerg-13158	202	23	.	.	PUNCT
fuelectenerg-13158	203	1	the	the	DET
fuelectenerg-13158	203	2	value	value	NOUN
fuelectenerg-13158	203	3	of	of	ADP
fuelectenerg-13158	203	4	k	k	PROPN
fuelectenerg-13158	203	5	represents	represent	VERB
fuelectenerg-13158	203	6	the	the	DET
fuelectenerg-13158	203	7	number	number	NOUN
fuelectenerg-13158	203	8	of	of	ADP
fuelectenerg-13158	203	9	neighbors	neighbor	NOUN
fuelectenerg-13158	203	10	which	which	PRON
fuelectenerg-13158	203	11	is	be	AUX
fuelectenerg-13158	203	12	a	a	DET
fuelectenerg-13158	203	13	crucial	crucial	ADJ
fuelectenerg-13158	203	14	parameter	parameter	NOUN
fuelectenerg-13158	203	15	that	that	PRON
fuelectenerg-13158	203	16	can	can	AUX
fuelectenerg-13158	203	17	significantly	significantly	ADV
fuelectenerg-13158	203	18	impact	impact	VERB
fuelectenerg-13158	203	19	the	the	DET
fuelectenerg-13158	203	20	model	model	NOUN
fuelectenerg-13158	203	21	's	's	PART
fuelectenerg-13158	203	22	performance	performance	NOUN
fuelectenerg-13158	203	23	.	.	PUNCT
fuelectenerg-13158	204	1	graphical	graphical	ADJ
fuelectenerg-13158	204	2	representation	representation	NOUN
fuelectenerg-13158	204	3	of	of	ADP
fuelectenerg-13158	204	4	the	the	DET
fuelectenerg-13158	204	5	knn	knn	PROPN
fuelectenerg-13158	204	6	model	model	PROPN
fuelectenerg-13158	204	7	,	,	PUNCT
fuelectenerg-13158	204	8	showing	show	VERB
fuelectenerg-13158	204	9	classification	classification	NOUN
fuelectenerg-13158	204	10	into	into	ADP
fuelectenerg-13158	204	11	three	three	NUM
fuelectenerg-13158	204	12	clusters	cluster	NOUN
fuelectenerg-13158	204	13	,	,	PUNCT
fuelectenerg-13158	204	14	is	be	AUX
fuelectenerg-13158	204	15	presented	present	VERB
fuelectenerg-13158	204	16	in	in	ADP
fuelectenerg-13158	204	17	fig	fig	NOUN
fuelectenerg-13158	204	18	.	.	PUNCT
fuelectenerg-13158	205	1	8	8	NUM
fuelectenerg-13158	205	2	.	.	X
fuelectenerg-13158	205	3	fig	fig	NOUN
fuelectenerg-13158	205	4	.	.	PUNCT
fuelectenerg-13158	206	1	8	8	NUM
fuelectenerg-13158	206	2	graphical	graphical	ADJ
fuelectenerg-13158	206	3	representation	representation	NOUN
fuelectenerg-13158	206	4	of	of	ADP
fuelectenerg-13158	206	5	the	the	DET
fuelectenerg-13158	206	6	knn	knn	PROPN
fuelectenerg-13158	206	7	model	model	PROPN
fuelectenerg-13158	206	8	machine	machine	PROPN
fuelectenerg-13158	206	9	learning	learning	NOUN
fuelectenerg-13158	206	10	-	-	PUNCT
fuelectenerg-13158	206	11	driven	drive	VERB
fuelectenerg-13158	206	12	statistical	statistical	ADJ
fuelectenerg-13158	206	13	analysis	analysis	NOUN
fuelectenerg-13158	206	14	of	of	ADP
fuelectenerg-13158	206	15	indian	indian	ADJ
fuelectenerg-13158	206	16	restaurants	restaurant	NOUN
fuelectenerg-13158	206	17	:	:	PUNCT
fuelectenerg-13158	206	18	insights	insight	NOUN
fuelectenerg-13158	206	19	from	from	ADP
fuelectenerg-13158	206	20	zomato	zomato	NOUN
fuelectenerg-13158	206	21	dataset	dataset	VERB
fuelectenerg-13158	206	22	367	367	NUM
fuelectenerg-13158	206	23	5.5	5.5	NUM
fuelectenerg-13158	206	24	.	.	PUNCT
fuelectenerg-13158	207	1	gradient	gradient	ADJ
fuelectenerg-13158	207	2	boosting	boost	VERB
fuelectenerg-13158	207	3	(	(	PUNCT
fuelectenerg-13158	207	4	gb	gb	NOUN
fuelectenerg-13158	207	5	)	)	PUNCT
fuelectenerg-13158	207	6	the	the	DET
fuelectenerg-13158	207	7	gb	gb	PROPN
fuelectenerg-13158	207	8	machine	machine	NOUN
fuelectenerg-13158	207	9	uses	use	VERB
fuelectenerg-13158	207	10	nonparametric	nonparametric	NOUN
fuelectenerg-13158	207	11	regression	regression	NOUN
fuelectenerg-13158	207	12	and	and	CCONJ
fuelectenerg-13158	207	13	back	back	NOUN
fuelectenerg-13158	207	14	-	-	PUNCT
fuelectenerg-13158	207	15	fittings	fitting	NOUN
fuelectenerg-13158	207	16	to	to	PART
fuelectenerg-13158	207	17	create	create	VERB
fuelectenerg-13158	207	18	predictive	predictive	ADJ
fuelectenerg-13158	207	19	models	model	NOUN
fuelectenerg-13158	207	20	.	.	PUNCT
fuelectenerg-13158	208	1	rather	rather	ADV
fuelectenerg-13158	208	2	of	of	ADP
fuelectenerg-13158	208	3	creating	create	VERB
fuelectenerg-13158	208	4	a	a	DET
fuelectenerg-13158	208	5	single	single	ADJ
fuelectenerg-13158	208	6	model	model	NOUN
fuelectenerg-13158	208	7	,	,	PUNCT
fuelectenerg-13158	208	8	the	the	DET
fuelectenerg-13158	208	9	gb	gb	NOUN
fuelectenerg-13158	208	10	creates	create	VERB
fuelectenerg-13158	208	11	an	an	DET
fuelectenerg-13158	208	12	initial	initial	ADJ
fuelectenerg-13158	208	13	model	model	NOUN
fuelectenerg-13158	208	14	and	and	CCONJ
fuelectenerg-13158	208	15	then	then	ADV
fuelectenerg-13158	208	16	iteratively	iteratively	ADV
fuelectenerg-13158	208	17	fits	fit	VERB
fuelectenerg-13158	208	18	additional	additional	ADJ
fuelectenerg-13158	208	19	models	model	NOUN
fuelectenerg-13158	208	20	by	by	ADP
fuelectenerg-13158	208	21	minimizing	minimize	VERB
fuelectenerg-13158	208	22	the	the	DET
fuelectenerg-13158	208	23	loss	loss	NOUN
fuelectenerg-13158	208	24	function	function	NOUN
fuelectenerg-13158	208	25	in	in	ADP
fuelectenerg-13158	208	26	order	order	NOUN
fuelectenerg-13158	208	27	to	to	PART
fuelectenerg-13158	208	28	generate	generate	VERB
fuelectenerg-13158	208	29	the	the	DET
fuelectenerg-13158	208	30	best	good	ADJ
fuelectenerg-13158	208	31	accurate	accurate	ADJ
fuelectenerg-13158	208	32	model	model	NOUN
fuelectenerg-13158	208	33	[	[	X
fuelectenerg-13158	208	34	14	14	NUM
fuelectenerg-13158	208	35	]	]	PUNCT
fuelectenerg-13158	208	36	.	.	PUNCT
fuelectenerg-13158	209	1	if	if	SCONJ
fuelectenerg-13158	209	2	you	you	PRON
fuelectenerg-13158	209	3	want	want	VERB
fuelectenerg-13158	209	4	to	to	PART
fuelectenerg-13158	209	5	forecast	forecast	VERB
fuelectenerg-13158	209	6	a	a	DET
fuelectenerg-13158	209	7	continuous	continuous	ADJ
fuelectenerg-13158	209	8	value	value	NOUN
fuelectenerg-13158	209	9	,	,	PUNCT
fuelectenerg-13158	209	10	like	like	ADP
fuelectenerg-13158	209	11	age	age	NOUN
fuelectenerg-13158	209	12	,	,	PUNCT
fuelectenerg-13158	209	13	weight	weight	NOUN
fuelectenerg-13158	209	14	,	,	PUNCT
fuelectenerg-13158	209	15	or	or	CCONJ
fuelectenerg-13158	209	16	cost	cost	NOUN
fuelectenerg-13158	209	17	,	,	PUNCT
fuelectenerg-13158	209	18	you	you	PRON
fuelectenerg-13158	209	19	can	can	AUX
fuelectenerg-13158	209	20	apply	apply	VERB
fuelectenerg-13158	209	21	regression	regression	NOUN
fuelectenerg-13158	209	22	with	with	ADP
fuelectenerg-13158	209	23	it	it	PRON
fuelectenerg-13158	209	24	.	.	PUNCT
fuelectenerg-13158	210	1	this	this	PRON
fuelectenerg-13158	210	2	is	be	AUX
fuelectenerg-13158	210	3	not	not	PART
fuelectenerg-13158	210	4	the	the	DET
fuelectenerg-13158	210	5	same	same	ADJ
fuelectenerg-13158	210	6	as	as	ADP
fuelectenerg-13158	210	7	applying	apply	VERB
fuelectenerg-13158	210	8	regression	regression	NOUN
fuelectenerg-13158	210	9	analysis	analysis	NOUN
fuelectenerg-13158	210	10	.	.	PUNCT
fuelectenerg-13158	211	1	it	it	PRON
fuelectenerg-13158	211	2	differs	differ	VERB
fuelectenerg-13158	211	3	slightly	slightly	ADV
fuelectenerg-13158	211	4	from	from	ADP
fuelectenerg-13158	211	5	the	the	DET
fuelectenerg-13158	211	6	configuration	configuration	NOUN
fuelectenerg-13158	211	7	utilized	utilize	VERB
fuelectenerg-13158	211	8	for	for	ADP
fuelectenerg-13158	211	9	classification	classification	NOUN
fuelectenerg-13158	211	10	.	.	PUNCT
fuelectenerg-13158	212	1	in	in	ADP
fuelectenerg-13158	212	2	gb	gb	NOUN
fuelectenerg-13158	212	3	,	,	PUNCT
fuelectenerg-13158	212	4	decision	decision	NOUN
fuelectenerg-13158	212	5	trees	tree	NOUN
fuelectenerg-13158	212	6	are	be	AUX
fuelectenerg-13158	212	7	employed	employ	VERB
fuelectenerg-13158	212	8	as	as	ADP
fuelectenerg-13158	212	9	a	a	DET
fuelectenerg-13158	212	10	weak	weak	ADJ
fuelectenerg-13158	212	11	learner	learner	NOUN
fuelectenerg-13158	212	12	.	.	PUNCT
fuelectenerg-13158	213	1	dts	dt	NOUN
fuelectenerg-13158	213	2	convert	convert	VERB
fuelectenerg-13158	213	3	the	the	DET
fuelectenerg-13158	213	4	data	datum	NOUN
fuelectenerg-13158	213	5	into	into	ADP
fuelectenerg-13158	213	6	a	a	DET
fuelectenerg-13158	213	7	tree	tree	NOUN
fuelectenerg-13158	213	8	representation	representation	NOUN
fuelectenerg-13158	213	9	to	to	PART
fuelectenerg-13158	213	10	solve	solve	VERB
fuelectenerg-13158	213	11	the	the	DET
fuelectenerg-13158	213	12	ml	ml	NOUN
fuelectenerg-13158	213	13	problems	problem	NOUN
fuelectenerg-13158	213	14	.	.	PUNCT
fuelectenerg-13158	214	1	in	in	ADP
fuelectenerg-13158	214	2	tree	tree	NOUN
fuelectenerg-13158	214	3	format	format	NOUN
fuelectenerg-13158	214	4	,	,	PUNCT
fuelectenerg-13158	214	5	a	a	DET
fuelectenerg-13158	214	6	class	class	NOUN
fuelectenerg-13158	214	7	label	label	NOUN
fuelectenerg-13158	214	8	is	be	AUX
fuelectenerg-13158	214	9	shown	show	VERB
fuelectenerg-13158	214	10	by	by	ADP
fuelectenerg-13158	214	11	each	each	DET
fuelectenerg-13158	214	12	leaf	leaf	NOUN
fuelectenerg-13158	214	13	node	node	NOUN
fuelectenerg-13158	214	14	and	and	CCONJ
fuelectenerg-13158	214	15	an	an	DET
fuelectenerg-13158	214	16	attribute	attribute	NOUN
fuelectenerg-13158	214	17	by	by	ADP
fuelectenerg-13158	214	18	each	each	DET
fuelectenerg-13158	214	19	interior	interior	ADJ
fuelectenerg-13158	214	20	node	node	NOUN
fuelectenerg-13158	214	21	.	.	PUNCT
fuelectenerg-13158	215	1	in	in	ADP
fuelectenerg-13158	215	2	general	general	ADJ
fuelectenerg-13158	215	3	,	,	PUNCT
fuelectenerg-13158	215	4	the	the	DET
fuelectenerg-13158	215	5	squared	square	VERB
fuelectenerg-13158	215	6	error	error	NOUN
fuelectenerg-13158	215	7	serves	serve	VERB
fuelectenerg-13158	215	8	as	as	ADP
fuelectenerg-13158	215	9	the	the	DET
fuelectenerg-13158	215	10	loss	loss	NOUN
fuelectenerg-13158	215	11	function	function	NOUN
fuelectenerg-13158	215	12	(	(	PUNCT
fuelectenerg-13158	215	13	especially	especially	ADV
fuelectenerg-13158	215	14	for	for	ADP
fuelectenerg-13158	215	15	regression	regression	NOUN
fuelectenerg-13158	215	16	situations	situation	NOUN
fuelectenerg-13158	215	17	)	)	PUNCT
fuelectenerg-13158	215	18	.	.	PUNCT
fuelectenerg-13158	216	1	in	in	ADP
fuelectenerg-13158	216	2	gb	gb	PRON
fuelectenerg-13158	216	3	,	,	PUNCT
fuelectenerg-13158	216	4	differentiable	differentiable	ADJ
fuelectenerg-13158	216	5	loss	loss	NOUN
fuelectenerg-13158	216	6	function	function	NOUN
fuelectenerg-13158	216	7	is	be	AUX
fuelectenerg-13158	216	8	required	require	VERB
fuelectenerg-13158	216	9	and	and	CCONJ
fuelectenerg-13158	216	10	the	the	DET
fuelectenerg-13158	216	11	model	model	NOUN
fuelectenerg-13158	216	12	uses	use	VERB
fuelectenerg-13158	216	13	same	same	ADJ
fuelectenerg-13158	216	14	notations	notation	NOUN
fuelectenerg-13158	216	15	for	for	ADP
fuelectenerg-13158	216	16	the	the	DET
fuelectenerg-13158	216	17	residuals	residual	NOUN
fuelectenerg-13158	216	18	as	as	SCONJ
fuelectenerg-13158	216	19	used	use	VERB
fuelectenerg-13158	216	20	in	in	ADP
fuelectenerg-13158	216	21	lr	lr	PROPN
fuelectenerg-13158	216	22	.	.	PUNCT
fuelectenerg-13158	217	1	a	a	DET
fuelectenerg-13158	217	2	weak	weak	ADJ
fuelectenerg-13158	217	3	model	model	NOUN
fuelectenerg-13158	217	4	that	that	PRON
fuelectenerg-13158	217	5	maps	map	VERB
fuelectenerg-13158	217	6	features	feature	VERB
fuelectenerg-13158	217	7	to	to	ADP
fuelectenerg-13158	217	8	that	that	DET
fuelectenerg-13158	217	9	residual	residual	ADJ
fuelectenerg-13158	217	10	is	be	AUX
fuelectenerg-13158	217	11	trained	train	VERB
fuelectenerg-13158	217	12	by	by	ADP
fuelectenerg-13158	217	13	gb	gb	ADP
fuelectenerg-13158	217	14	regression	regression	NOUN
fuelectenerg-13158	217	15	.	.	PUNCT
fuelectenerg-13158	218	1	by	by	ADP
fuelectenerg-13158	218	2	adding	add	VERB
fuelectenerg-13158	218	3	the	the	DET
fuelectenerg-13158	218	4	residual	residual	ADJ
fuelectenerg-13158	218	5	that	that	SCONJ
fuelectenerg-13158	218	6	a	a	DET
fuelectenerg-13158	218	7	weak	weak	ADJ
fuelectenerg-13158	218	8	model	model	NOUN
fuelectenerg-13158	218	9	predicted	predict	VERB
fuelectenerg-13158	218	10	to	to	ADP
fuelectenerg-13158	218	11	the	the	DET
fuelectenerg-13158	218	12	input	input	NOUN
fuelectenerg-13158	218	13	of	of	ADP
fuelectenerg-13158	218	14	the	the	DET
fuelectenerg-13158	218	15	current	current	ADJ
fuelectenerg-13158	218	16	model	model	NOUN
fuelectenerg-13158	218	17	,	,	PUNCT
fuelectenerg-13158	218	18	this	this	DET
fuelectenerg-13158	218	19	technique	technique	NOUN
fuelectenerg-13158	218	20	gently	gently	ADV
fuelectenerg-13158	218	21	nudges	nudge	VERB
fuelectenerg-13158	218	22	the	the	DET
fuelectenerg-13158	218	23	model	model	NOUN
fuelectenerg-13158	218	24	in	in	ADP
fuelectenerg-13158	218	25	the	the	DET
fuelectenerg-13158	218	26	direction	direction	NOUN
fuelectenerg-13158	218	27	of	of	ADP
fuelectenerg-13158	218	28	the	the	DET
fuelectenerg-13158	218	29	intended	intend	VERB
fuelectenerg-13158	218	30	outcome	outcome	NOUN
fuelectenerg-13158	218	31	.	.	PUNCT
fuelectenerg-13158	219	1	performing	perform	VERB
fuelectenerg-13158	219	2	these	these	DET
fuelectenerg-13158	219	3	actions	action	NOUN
fuelectenerg-13158	219	4	repeatedly	repeatedly	ADV
fuelectenerg-13158	219	5	will	will	AUX
fuelectenerg-13158	219	6	enhance	enhance	VERB
fuelectenerg-13158	219	7	the	the	DET
fuelectenerg-13158	219	8	model	model	NOUN
fuelectenerg-13158	219	9	's	's	PART
fuelectenerg-13158	219	10	overall	overall	ADJ
fuelectenerg-13158	219	11	forecast	forecast	NOUN
fuelectenerg-13158	219	12	.	.	PUNCT
fuelectenerg-13158	220	1	fig	fig	NOUN
fuelectenerg-13158	220	2	.	.	PUNCT
fuelectenerg-13158	221	1	9	9	NUM
fuelectenerg-13158	221	2	presents	present	VERB
fuelectenerg-13158	221	3	the	the	DET
fuelectenerg-13158	221	4	working	work	VERB
fuelectenerg-13158	221	5	mechanism	mechanism	NOUN
fuelectenerg-13158	221	6	of	of	ADP
fuelectenerg-13158	221	7	the	the	DET
fuelectenerg-13158	221	8	gradient	gradient	NOUN
fuelectenerg-13158	221	9	boosting	boost	VERB
fuelectenerg-13158	221	10	algorithm	algorithm	NOUN
fuelectenerg-13158	221	11	.	.	PUNCT
fuelectenerg-13158	222	1	the	the	DET
fuelectenerg-13158	222	2	following	follow	VERB
fuelectenerg-13158	222	3	are	be	AUX
fuelectenerg-13158	222	4	the	the	DET
fuelectenerg-13158	222	5	general	general	ADJ
fuelectenerg-13158	222	6	procedures	procedure	NOUN
fuelectenerg-13158	222	7	we	we	PRON
fuelectenerg-13158	222	8	use	use	VERB
fuelectenerg-13158	222	9	to	to	PART
fuelectenerg-13158	222	10	apply	apply	VERB
fuelectenerg-13158	222	11	gb	gb	ADP
fuelectenerg-13158	222	12	regression	regression	NOUN
fuelectenerg-13158	222	13	:	:	PUNCT
fuelectenerg-13158	222	14	i.	i.	PROPN
fuelectenerg-13158	222	15	pick	pick	VERB
fuelectenerg-13158	222	16	a	a	DET
fuelectenerg-13158	222	17	week	week	NOUN
fuelectenerg-13158	222	18	learner	learner	PROPN
fuelectenerg-13158	222	19	ii	ii	PROPN
fuelectenerg-13158	222	20	.	.	PROPN
fuelectenerg-13158	222	21	apply	apply	VERB
fuelectenerg-13158	222	22	an	an	DET
fuelectenerg-13158	222	23	additive	additive	ADJ
fuelectenerg-13158	222	24	framework	framework	NOUN
fuelectenerg-13158	222	25	iii	iii	NOUN
fuelectenerg-13158	222	26	.	.	PROPN
fuelectenerg-13158	222	27	establish	establish	VERB
fuelectenerg-13158	222	28	the	the	DET
fuelectenerg-13158	222	29	loss	loss	NOUN
fuelectenerg-13158	222	30	function	function	NOUN
fuelectenerg-13158	222	31	iv	iv	NOUN
fuelectenerg-13158	222	32	.	.	PUNCT
fuelectenerg-13158	222	33	minimize	minimize	VERB
fuelectenerg-13158	222	34	the	the	DET
fuelectenerg-13158	222	35	loss	loss	NOUN
fuelectenerg-13158	222	36	function	function	NOUN
fuelectenerg-13158	222	37	fig	fig	NOUN
fuelectenerg-13158	222	38	.	.	PUNCT
fuelectenerg-13158	223	1	9	9	NUM
fuelectenerg-13158	223	2	working	working	NOUN
fuelectenerg-13158	223	3	mechanism	mechanism	NOUN
fuelectenerg-13158	223	4	of	of	ADP
fuelectenerg-13158	223	5	gradient	gradient	NOUN
fuelectenerg-13158	223	6	boosting	boost	VERB
fuelectenerg-13158	223	7	5.6	5.6	NUM
fuelectenerg-13158	223	8	.	.	PUNCT
fuelectenerg-13158	224	1	extreme	extreme	ADJ
fuelectenerg-13158	224	2	gradient	gradient	ADJ
fuelectenerg-13158	224	3	boost	boost	NOUN
fuelectenerg-13158	224	4	(	(	PUNCT
fuelectenerg-13158	224	5	xgboost	xgboost	X
fuelectenerg-13158	224	6	)	)	PUNCT
fuelectenerg-13158	224	7	xgboost	xgboost	X
fuelectenerg-13158	224	8	is	be	AUX
fuelectenerg-13158	224	9	a	a	DET
fuelectenerg-13158	224	10	supervised	supervised	ADJ
fuelectenerg-13158	224	11	machine	machine	NOUN
fuelectenerg-13158	224	12	learning	learning	NOUN
fuelectenerg-13158	224	13	method	method	NOUN
fuelectenerg-13158	224	14	for	for	ADP
fuelectenerg-13158	224	15	classification	classification	NOUN
fuelectenerg-13158	224	16	and	and	CCONJ
fuelectenerg-13158	224	17	regression	regression	NOUN
fuelectenerg-13158	224	18	.	.	PUNCT
fuelectenerg-13158	225	1	this	this	DET
fuelectenerg-13158	225	2	approach	approach	NOUN
fuelectenerg-13158	225	3	,	,	PUNCT
fuelectenerg-13158	225	4	which	which	PRON
fuelectenerg-13158	225	5	builds	build	VERB
fuelectenerg-13158	225	6	on	on	ADP
fuelectenerg-13158	225	7	dts	dt	NOUN
fuelectenerg-13158	225	8	,	,	PUNCT
fuelectenerg-13158	225	9	is	be	AUX
fuelectenerg-13158	225	10	superior	superior	ADJ
fuelectenerg-13158	225	11	than	than	ADP
fuelectenerg-13158	225	12	approaches	approach	NOUN
fuelectenerg-13158	225	13	like	like	ADP
fuelectenerg-13158	225	14	rf	rf	NOUN
fuelectenerg-13158	225	15	and	and	CCONJ
fuelectenerg-13158	225	16	gb	gb	NOUN
fuelectenerg-13158	225	17	.	.	PUNCT
fuelectenerg-13158	226	1	it	it	PRON
fuelectenerg-13158	226	2	uses	use	VERB
fuelectenerg-13158	226	3	a	a	DET
fuelectenerg-13158	226	4	variety	variety	NOUN
fuelectenerg-13158	226	5	of	of	ADP
fuelectenerg-13158	226	6	optimization	optimization	NOUN
fuelectenerg-13158	226	7	techniques	technique	NOUN
fuelectenerg-13158	226	8	and	and	CCONJ
fuelectenerg-13158	226	9	performs	perform	VERB
fuelectenerg-13158	226	10	well	well	ADV
fuelectenerg-13158	226	11	with	with	ADP
fuelectenerg-13158	226	12	huge	huge	ADJ
fuelectenerg-13158	226	13	,	,	PUNCT
fuelectenerg-13158	226	14	complex	complex	ADJ
fuelectenerg-13158	226	15	datasets	dataset	NOUN
fuelectenerg-13158	226	16	.	.	PUNCT
fuelectenerg-13158	227	1	an	an	DET
fuelectenerg-13158	227	2	initial	initial	ADJ
fuelectenerg-13158	227	3	prediction	prediction	NOUN
fuelectenerg-13158	227	4	is	be	AUX
fuelectenerg-13158	227	5	created	create	VERB
fuelectenerg-13158	227	6	before	before	ADP
fuelectenerg-13158	227	7	utilizing	utilize	VERB
fuelectenerg-13158	227	8	xgboost	xgboost	ADV
fuelectenerg-13158	227	9	to	to	PART
fuelectenerg-13158	227	10	fit	fit	VERB
fuelectenerg-13158	227	11	a	a	DET
fuelectenerg-13158	227	12	training	training	NOUN
fuelectenerg-13158	227	13	dataset	dataset	NOUN
fuelectenerg-13158	227	14	.	.	PUNCT
fuelectenerg-13158	228	1	using	use	VERB
fuelectenerg-13158	228	2	a	a	DET
fuelectenerg-13158	228	3	similarity	similarity	NOUN
fuelectenerg-13158	228	4	score	score	NOUN
fuelectenerg-13158	228	5	for	for	ADP
fuelectenerg-13158	228	6	the	the	DET
fuelectenerg-13158	228	7	residuals	residual	NOUN
fuelectenerg-13158	228	8	,	,	PUNCT
fuelectenerg-13158	228	9	a	a	DET
fuelectenerg-13158	228	10	dt	dt	NOUN
fuelectenerg-13158	228	11	is	be	AUX
fuelectenerg-13158	228	12	constructed	construct	VERB
fuelectenerg-13158	228	13	with	with	ADP
fuelectenerg-13158	228	14	the	the	DET
fuelectenerg-13158	228	15	data	datum	NOUN
fuelectenerg-13158	228	16	.	.	PUNCT
fuelectenerg-13158	229	1	it	it	PRON
fuelectenerg-13158	229	2	is	be	AUX
fuelectenerg-13158	229	3	computed	compute	VERB
fuelectenerg-13158	229	4	how	how	SCONJ
fuelectenerg-13158	229	5	similar	similar	ADJ
fuelectenerg-13158	229	6	the	the	DET
fuelectenerg-13158	229	7	data	datum	NOUN
fuelectenerg-13158	229	8	in	in	ADP
fuelectenerg-13158	229	9	a	a	DET
fuelectenerg-13158	229	10	leaf	leaf	NOUN
fuelectenerg-13158	229	11	are	be	AUX
fuelectenerg-13158	229	12	,	,	PUNCT
fuelectenerg-13158	229	13	and	and	CCONJ
fuelectenerg-13158	229	14	how	how	SCONJ
fuelectenerg-13158	229	15	much	much	ADV
fuelectenerg-13158	229	16	more	more	ADV
fuelectenerg-13158	229	17	similar	similar	ADJ
fuelectenerg-13158	229	18	they	they	PRON
fuelectenerg-13158	229	19	become	become	VERB
fuelectenerg-13158	229	20	in	in	ADP
fuelectenerg-13158	229	21	the	the	DET
fuelectenerg-13158	229	22	next	next	ADJ
fuelectenerg-13158	229	23	split	split	NOUN
fuelectenerg-13158	229	24	.	.	PUNCT
fuelectenerg-13158	230	1	to	to	PART
fuelectenerg-13158	230	2	identify	identify	VERB
fuelectenerg-13158	230	3	a	a	DET
fuelectenerg-13158	230	4	feature	feature	NOUN
fuelectenerg-13158	230	5	and	and	CCONJ
fuelectenerg-13158	230	6	a	a	DET
fuelectenerg-13158	230	7	threshold	threshold	NOUN
fuelectenerg-13158	230	8	for	for	ADP
fuelectenerg-13158	230	9	a	a	DET
fuelectenerg-13158	230	10	node	node	NOUN
fuelectenerg-13158	230	11	,	,	PUNCT
fuelectenerg-13158	230	12	the	the	DET
fuelectenerg-13158	230	13	gains	gain	NOUN
fuelectenerg-13158	230	14	are	be	AUX
fuelectenerg-13158	230	15	compared	compare	VERB
fuelectenerg-13158	230	16	.	.	PUNCT
fuelectenerg-13158	231	1	the	the	DET
fuelectenerg-13158	231	2	residuals	residual	NOUN
fuelectenerg-13158	231	3	are	be	AUX
fuelectenerg-13158	231	4	also	also	ADV
fuelectenerg-13158	231	5	used	use	VERB
fuelectenerg-13158	231	6	to	to	PART
fuelectenerg-13158	231	7	calculate	calculate	VERB
fuelectenerg-13158	231	8	the	the	DET
fuelectenerg-13158	231	9	output	output	NOUN
fuelectenerg-13158	231	10	value	value	NOUN
fuelectenerg-13158	231	11	for	for	ADP
fuelectenerg-13158	231	12	each	each	DET
fuelectenerg-13158	231	13	leaf	leaf	NOUN
fuelectenerg-13158	231	14	.	.	PUNCT
fuelectenerg-13158	232	1	the	the	DET
fuelectenerg-13158	232	2	anticipated	anticipate	VERB
fuelectenerg-13158	232	3	value	value	NOUN
fuelectenerg-13158	232	4	and	and	CCONJ
fuelectenerg-13158	232	5	the	the	DET
fuelectenerg-13158	232	6	observed	observed	ADJ
fuelectenerg-13158	232	7	values	value	NOUN
fuelectenerg-13158	232	8	are	be	AUX
fuelectenerg-13158	232	9	used	use	VERB
fuelectenerg-13158	232	10	to	to	PART
fuelectenerg-13158	232	11	compute	compute	VERB
fuelectenerg-13158	232	12	residuals	residual	NOUN
fuelectenerg-13158	232	13	.	.	PUNCT
fuelectenerg-13158	233	1	based	base	VERB
fuelectenerg-13158	233	2	on	on	ADP
fuelectenerg-13158	233	3	the	the	DET
fuelectenerg-13158	233	4	observed	observe	VERB
fuelectenerg-13158	233	5	and	and	CCONJ
fuelectenerg-13158	233	6	expected	expect	VERB
fuelectenerg-13158	233	7	values	value	NOUN
fuelectenerg-13158	233	8	,	,	PUNCT
fuelectenerg-13158	233	9	the	the	DET
fuelectenerg-13158	233	10	residual	residual	ADJ
fuelectenerg-13158	233	11	is	be	AUX
fuelectenerg-13158	233	12	calculated	calculate	VERB
fuelectenerg-13158	233	13	.	.	PUNCT
fuelectenerg-13158	234	1	in	in	ADP
fuelectenerg-13158	234	2	classification	classification	NOUN
fuelectenerg-13158	234	3	,	,	PUNCT
fuelectenerg-13158	234	4	the	the	DET
fuelectenerg-13158	234	5	log	log	NOUN
fuelectenerg-13158	234	6	of	of	ADP
fuelectenerg-13158	234	7	chances	chance	NOUN
fuelectenerg-13158	234	8	and	and	CCONJ
fuelectenerg-13158	234	9	probabilities	probability	NOUN
fuelectenerg-13158	234	10	is	be	AUX
fuelectenerg-13158	234	11	usually	usually	ADV
fuelectenerg-13158	234	12	used	use	VERB
fuelectenerg-13158	234	13	to	to	PART
fuelectenerg-13158	234	14	calculate	calculate	VERB
fuelectenerg-13158	234	15	the	the	DET
fuelectenerg-13158	234	16	values	value	NOUN
fuelectenerg-13158	234	17	.	.	PUNCT
fuelectenerg-13158	235	1	the	the	DET
fuelectenerg-13158	235	2	tree	tree	NOUN
fuelectenerg-13158	235	3	's	's	PART
fuelectenerg-13158	235	4	output	output	NOUN
fuelectenerg-13158	235	5	becomes	become	VERB
fuelectenerg-13158	235	6	the	the	DET
fuelectenerg-13158	235	7	dataset	dataset	NOUN
fuelectenerg-13158	235	8	's	's	PART
fuelectenerg-13158	235	9	new	new	ADJ
fuelectenerg-13158	235	10	residual	residual	NOUN
fuelectenerg-13158	235	11	,	,	PUNCT
fuelectenerg-13158	235	12	which	which	PRON
fuelectenerg-13158	235	13	is	be	AUX
fuelectenerg-13158	235	14	then	then	ADV
fuelectenerg-13158	235	15	utilized	utilize	VERB
fuelectenerg-13158	235	16	to	to	PART
fuelectenerg-13158	235	17	build	build	VERB
fuelectenerg-13158	235	18	another	another	DET
fuelectenerg-13158	235	19	tree	tree	NOUN
fuelectenerg-13158	235	20	.	.	PUNCT
fuelectenerg-13158	236	1	until	until	SCONJ
fuelectenerg-13158	236	2	the	the	DET
fuelectenerg-13158	236	3	residuals	residual	NOUN
fuelectenerg-13158	236	4	cease	cease	VERB
fuelectenerg-13158	236	5	decreasing	decrease	VERB
fuelectenerg-13158	236	6	or	or	CCONJ
fuelectenerg-13158	236	7	after	after	ADP
fuelectenerg-13158	236	8	a	a	DET
fuelectenerg-13158	236	9	predetermined	predetermine	VERB
fuelectenerg-13158	236	10	number	number	NOUN
fuelectenerg-13158	236	11	of	of	ADP
fuelectenerg-13158	236	12	repetitions	repetition	NOUN
fuelectenerg-13158	236	13	,	,	PUNCT
fuelectenerg-13158	236	14	this	this	DET
fuelectenerg-13158	236	15	process	process	NOUN
fuelectenerg-13158	236	16	is	be	AUX
fuelectenerg-13158	236	17	repeated	repeat	VERB
fuelectenerg-13158	236	18	.	.	PUNCT
fuelectenerg-13158	237	1	fig	fig	NOUN
fuelectenerg-13158	237	2	.	.	PUNCT
fuelectenerg-13158	238	1	10	10	NUM
fuelectenerg-13158	238	2	illustrates	illustrate	VERB
fuelectenerg-13158	238	3	the	the	DET
fuelectenerg-13158	238	4	structural	structural	ADJ
fuelectenerg-13158	238	5	framework	framework	NOUN
fuelectenerg-13158	238	6	of	of	ADP
fuelectenerg-13158	238	7	the	the	DET
fuelectenerg-13158	238	8	xgboost	xgboost	PROPN
fuelectenerg-13158	238	9	algorithm	algorithm	PROPN
fuelectenerg-13158	238	10	.	.	PUNCT
fuelectenerg-13158	239	1	368	368	NUM
fuelectenerg-13158	239	2	a.	a.	NOUN
fuelectenerg-13158	239	3	vaidhy	vaidhy	NOUN
fuelectenerg-13158	239	4	,	,	PUNCT
fuelectenerg-13158	239	5	d.	d.	PROPN
fuelectenerg-13158	239	6	batham	batham	PROPN
fuelectenerg-13158	239	7	,	,	PUNCT
fuelectenerg-13158	239	8	r.	r.	PROPN
fuelectenerg-13158	239	9	jain	jain	PROPN
fuelectenerg-13158	239	10	,	,	PUNCT
fuelectenerg-13158	239	11	a.	a.	NOUN
fuelectenerg-13158	239	12	manjhwar	manjhwar	PROPN
fuelectenerg-13158	239	13	fig	fig	NOUN
fuelectenerg-13158	239	14	.	.	PUNCT
fuelectenerg-13158	240	1	10	10	NUM
fuelectenerg-13158	240	2	fundamental	fundamental	ADJ
fuelectenerg-13158	240	3	working	work	VERB
fuelectenerg-13158	240	4	principle	principle	NOUN
fuelectenerg-13158	240	5	of	of	ADP
fuelectenerg-13158	240	6	xgboost	xgboost	ADV
fuelectenerg-13158	240	7	5.7	5.7	NUM
fuelectenerg-13158	240	8	.	.	PUNCT
fuelectenerg-13158	241	1	lasso	lasso	NOUN
fuelectenerg-13158	241	2	regression	regression	NOUN
fuelectenerg-13158	241	3	analysis	analysis	NOUN
fuelectenerg-13158	241	4	techniques	technique	NOUN
fuelectenerg-13158	241	5	like	like	ADP
fuelectenerg-13158	241	6	lasso	lasso	NOUN
fuelectenerg-13158	241	7	(	(	PUNCT
fuelectenerg-13158	241	8	least	least	ADJ
fuelectenerg-13158	241	9	absolute	absolute	ADJ
fuelectenerg-13158	241	10	shrinkage	shrinkage	NOUN
fuelectenerg-13158	241	11	and	and	CCONJ
fuelectenerg-13158	241	12	selection	selection	NOUN
fuelectenerg-13158	241	13	operator	operator	NOUN
fuelectenerg-13158	241	14	)	)	PUNCT
fuelectenerg-13158	241	15	combine	combine	VERB
fuelectenerg-13158	241	16	regularization	regularization	NOUN
fuelectenerg-13158	241	17	with	with	ADP
fuelectenerg-13158	241	18	variable	variable	ADJ
fuelectenerg-13158	241	19	selection	selection	NOUN
fuelectenerg-13158	241	20	to	to	PART
fuelectenerg-13158	241	21	improve	improve	VERB
fuelectenerg-13158	241	22	predictability	predictability	NOUN
fuelectenerg-13158	241	23	and	and	CCONJ
fuelectenerg-13158	241	24	interpretability	interpretability	NOUN
fuelectenerg-13158	241	25	[	[	X
fuelectenerg-13158	241	26	14	14	NUM
fuelectenerg-13158	241	27	]	]	PUNCT
fuelectenerg-13158	241	28	.	.	PUNCT
fuelectenerg-13158	242	1	it	it	PRON
fuelectenerg-13158	242	2	's	be	AUX
fuelectenerg-13158	242	3	a	a	DET
fuelectenerg-13158	242	4	kind	kind	NOUN
fuelectenerg-13158	242	5	of	of	ADP
fuelectenerg-13158	242	6	linear	linear	ADJ
fuelectenerg-13158	242	7	regression	regression	NOUN
fuelectenerg-13158	242	8	where	where	SCONJ
fuelectenerg-13158	242	9	the	the	DET
fuelectenerg-13158	242	10	coefficients	coefficient	NOUN
fuelectenerg-13158	242	11	of	of	ADP
fuelectenerg-13158	242	12	less	less	ADV
fuelectenerg-13158	242	13	significant	significant	ADJ
fuelectenerg-13158	242	14	features	feature	NOUN
fuelectenerg-13158	242	15	are	be	AUX
fuelectenerg-13158	242	16	encouraged	encourage	VERB
fuelectenerg-13158	242	17	to	to	PART
fuelectenerg-13158	242	18	decline	decline	VERB
fuelectenerg-13158	242	19	towards	towards	ADP
fuelectenerg-13158	242	20	zero	zero	NUM
fuelectenerg-13158	242	21	by	by	ADP
fuelectenerg-13158	242	22	including	include	VERB
fuelectenerg-13158	242	23	a	a	DET
fuelectenerg-13158	242	24	penalty	penalty	NOUN
fuelectenerg-13158	242	25	term	term	NOUN
fuelectenerg-13158	242	26	in	in	ADP
fuelectenerg-13158	242	27	the	the	DET
fuelectenerg-13158	242	28	loss	loss	NOUN
fuelectenerg-13158	242	29	function	function	NOUN
fuelectenerg-13158	242	30	.	.	PUNCT
fuelectenerg-13158	243	1	a	a	DET
fuelectenerg-13158	243	2	sparse	sparse	ADJ
fuelectenerg-13158	243	3	model	model	NOUN
fuelectenerg-13158	243	4	is	be	AUX
fuelectenerg-13158	243	5	the	the	DET
fuelectenerg-13158	243	6	outcome	outcome	NOUN
fuelectenerg-13158	243	7	,	,	PUNCT
fuelectenerg-13158	243	8	as	as	SCONJ
fuelectenerg-13158	243	9	these	these	DET
fuelectenerg-13158	243	10	features	feature	NOUN
fuelectenerg-13158	243	11	are	be	AUX
fuelectenerg-13158	243	12	essentially	essentially	ADV
fuelectenerg-13158	243	13	eliminated	eliminate	VERB
fuelectenerg-13158	243	14	from	from	ADP
fuelectenerg-13158	243	15	the	the	DET
fuelectenerg-13158	243	16	model	model	NOUN
fuelectenerg-13158	243	17	.	.	PUNCT
fuelectenerg-13158	244	1	fig	fig	NOUN
fuelectenerg-13158	244	2	.	.	PUNCT
fuelectenerg-13158	245	1	11	11	NUM
fuelectenerg-13158	245	2	demonstrates	demonstrate	VERB
fuelectenerg-13158	245	3	the	the	DET
fuelectenerg-13158	245	4	difference	difference	NOUN
fuelectenerg-13158	245	5	between	between	ADP
fuelectenerg-13158	245	6	lasso	lasso	NOUN
fuelectenerg-13158	245	7	and	and	CCONJ
fuelectenerg-13158	245	8	linear	linear	ADJ
fuelectenerg-13158	245	9	regression	regression	NOUN
fuelectenerg-13158	245	10	.	.	PUNCT
fuelectenerg-13158	246	1	fig	fig	NOUN
fuelectenerg-13158	246	2	.	.	PUNCT
fuelectenerg-13158	247	1	11	11	NUM
fuelectenerg-13158	247	2	lasso	lasso	NOUN
fuelectenerg-13158	247	3	vs	vs	ADP
fuelectenerg-13158	247	4	linear	linear	PROPN
fuelectenerg-13158	247	5	regression	regression	NOUN
fuelectenerg-13158	247	6	machine	machine	NOUN
fuelectenerg-13158	247	7	learning	learning	NOUN
fuelectenerg-13158	247	8	-	-	PUNCT
fuelectenerg-13158	247	9	driven	drive	VERB
fuelectenerg-13158	247	10	statistical	statistical	ADJ
fuelectenerg-13158	247	11	analysis	analysis	NOUN
fuelectenerg-13158	247	12	of	of	ADP
fuelectenerg-13158	247	13	indian	indian	ADJ
fuelectenerg-13158	247	14	restaurants	restaurant	NOUN
fuelectenerg-13158	247	15	:	:	PUNCT
fuelectenerg-13158	247	16	insights	insight	NOUN
fuelectenerg-13158	247	17	from	from	ADP
fuelectenerg-13158	247	18	zomato	zomato	NOUN
fuelectenerg-13158	247	19	dataset	dataset	VERB
fuelectenerg-13158	247	20	369	369	NUM
fuelectenerg-13158	247	21	6	6	NUM
fuelectenerg-13158	247	22	.	.	PUNCT
fuelectenerg-13158	248	1	ml	ml	PROPN
fuelectenerg-13158	248	2	algorithm	algorithm	NOUN
fuelectenerg-13158	248	3	results	result	NOUN
fuelectenerg-13158	248	4	and	and	CCONJ
fuelectenerg-13158	248	5	analysis	analysis	NOUN
fuelectenerg-13158	248	6	this	this	DET
fuelectenerg-13158	248	7	section	section	NOUN
fuelectenerg-13158	248	8	represents	represent	VERB
fuelectenerg-13158	248	9	the	the	DET
fuelectenerg-13158	248	10	results	result	NOUN
fuelectenerg-13158	248	11	obtained	obtain	VERB
fuelectenerg-13158	248	12	by	by	ADP
fuelectenerg-13158	248	13	different	different	ADJ
fuelectenerg-13158	248	14	ml	ml	NOUN
fuelectenerg-13158	248	15	algorithms	algorithm	NOUN
fuelectenerg-13158	248	16	and	and	CCONJ
fuelectenerg-13158	248	17	their	their	PRON
fuelectenerg-13158	248	18	analysis	analysis	NOUN
fuelectenerg-13158	248	19	.	.	PUNCT
fuelectenerg-13158	249	1	the	the	DET
fuelectenerg-13158	249	2	output	output	NOUN
fuelectenerg-13158	249	3	metrics	metric	NOUN
fuelectenerg-13158	249	4	for	for	ADP
fuelectenerg-13158	249	5	evaluating	evaluate	VERB
fuelectenerg-13158	249	6	ml	ml	ADP
fuelectenerg-13158	249	7	algorithms	algorithm	NOUN
fuelectenerg-13158	249	8	are	be	AUX
fuelectenerg-13158	249	9	accuracy	accuracy	NOUN
fuelectenerg-13158	249	10	(	(	PUNCT
fuelectenerg-13158	249	11	r	r	NOUN
fuelectenerg-13158	249	12	-	-	PUNCT
fuelectenerg-13158	249	13	squared	squared	ADJ
fuelectenerg-13158	249	14	(	(	PUNCT
fuelectenerg-13158	249	15	%	%	NOUN
fuelectenerg-13158	249	16	)	)	PUNCT
fuelectenerg-13158	249	17	)	)	PUNCT
fuelectenerg-13158	249	18	,	,	PUNCT
fuelectenerg-13158	249	19	mae	mae	PROPN
fuelectenerg-13158	249	20	,	,	PUNCT
fuelectenerg-13158	249	21	model	model	NOUN
fuelectenerg-13158	249	22	fit	fit	ADJ
fuelectenerg-13158	249	23	time	time	NOUN
fuelectenerg-13158	249	24	,	,	PUNCT
fuelectenerg-13158	249	25	and	and	CCONJ
fuelectenerg-13158	249	26	model	model	NOUN
fuelectenerg-13158	249	27	prediction	prediction	NOUN
fuelectenerg-13158	249	28	time	time	NOUN
fuelectenerg-13158	249	29	[	[	X
fuelectenerg-13158	249	30	25	25	NUM
fuelectenerg-13158	249	31	-	-	SYM
fuelectenerg-13158	249	32	27	27	NUM
fuelectenerg-13158	249	33	]	]	PUNCT
fuelectenerg-13158	249	34	.	.	PUNCT
fuelectenerg-13158	250	1	the	the	DET
fuelectenerg-13158	250	2	ml	ml	PROPN
fuelectenerg-13158	250	3	algorithms	algorithm	NOUN
fuelectenerg-13158	250	4	were	be	AUX
fuelectenerg-13158	250	5	developed	develop	VERB
fuelectenerg-13158	250	6	and	and	CCONJ
fuelectenerg-13158	250	7	trained	train	VERB
fuelectenerg-13158	250	8	using	use	VERB
fuelectenerg-13158	250	9	python	python	NOUN
fuelectenerg-13158	250	10	programming	programming	NOUN
fuelectenerg-13158	250	11	language	language	NOUN
fuelectenerg-13158	250	12	on	on	ADP
fuelectenerg-13158	250	13	google	google	PROPN
fuelectenerg-13158	250	14	collab	collab	PROPN
fuelectenerg-13158	250	15	platform	platform	NOUN
fuelectenerg-13158	251	1	[	[	X
fuelectenerg-13158	251	2	28	28	NUM
fuelectenerg-13158	251	3	]	]	PUNCT
fuelectenerg-13158	251	4	,	,	PUNCT
fuelectenerg-13158	251	5	which	which	PRON
fuelectenerg-13158	251	6	provides	provide	VERB
fuelectenerg-13158	251	7	a	a	DET
fuelectenerg-13158	251	8	cloud	cloud	NOUN
fuelectenerg-13158	251	9	-	-	PUNCT
fuelectenerg-13158	251	10	based	base	VERB
fuelectenerg-13158	251	11	environment	environment	NOUN
fuelectenerg-13158	251	12	with	with	ADP
fuelectenerg-13158	251	13	gpu	gpu	NOUN
fuelectenerg-13158	251	14	acceleration	acceleration	NOUN
fuelectenerg-13158	251	15	for	for	ADP
fuelectenerg-13158	251	16	faster	fast	ADJ
fuelectenerg-13158	251	17	model	model	NOUN
fuelectenerg-13158	251	18	training	training	NOUN
fuelectenerg-13158	251	19	.	.	PUNCT
fuelectenerg-13158	252	1	the	the	DET
fuelectenerg-13158	252	2	details	detail	NOUN
fuelectenerg-13158	252	3	of	of	ADP
fuelectenerg-13158	252	4	the	the	DET
fuelectenerg-13158	252	5	software	software	NOUN
fuelectenerg-13158	252	6	tool	tool	NOUN
fuelectenerg-13158	252	7	are	be	AUX
fuelectenerg-13158	252	8	shown	show	VERB
fuelectenerg-13158	252	9	in	in	ADP
fuelectenerg-13158	252	10	table	table	NOUN
fuelectenerg-13158	252	11	2	2	NUM
fuelectenerg-13158	252	12	.	.	PUNCT
fuelectenerg-13158	252	13	table	table	NOUN
fuelectenerg-13158	252	14	2	2	NUM
fuelectenerg-13158	252	15	details	detail	NOUN
fuelectenerg-13158	252	16	of	of	ADP
fuelectenerg-13158	252	17	software	software	NOUN
fuelectenerg-13158	252	18	tool	tool	NOUN
fuelectenerg-13158	252	19	category	category	NOUN
fuelectenerg-13158	252	20	details	detail	NOUN
fuelectenerg-13158	252	21	platform	platform	NOUN
fuelectenerg-13158	252	22	google	google	PROPN
fuelectenerg-13158	252	23	collab	collab	NOUN
fuelectenerg-13158	252	24	(	(	PUNCT
fuelectenerg-13158	252	25	cloud	cloud	NOUN
fuelectenerg-13158	252	26	-	-	PUNCT
fuelectenerg-13158	252	27	based	base	VERB
fuelectenerg-13158	252	28	environment	environment	NOUN
fuelectenerg-13158	252	29	)	)	PUNCT
fuelectenerg-13158	252	30	processor	processor	NOUN
fuelectenerg-13158	252	31	virtual	virtual	ADJ
fuelectenerg-13158	252	32	cloud	cloud	NOUN
fuelectenerg-13158	252	33	-	-	PUNCT
fuelectenerg-13158	252	34	based	base	VERB
fuelectenerg-13158	252	35	cpu	cpu	PROPN
fuelectenerg-13158	252	36	/	/	SYM
fuelectenerg-13158	252	37	gpu	gpu	NOUN
fuelectenerg-13158	252	38	ram	ram	NOUN
fuelectenerg-13158	252	39	12	12	NUM
fuelectenerg-13158	252	40	gb	gb	NOUN
fuelectenerg-13158	252	41	(	(	PUNCT
fuelectenerg-13158	252	42	allocated	allocate	VERB
fuelectenerg-13158	252	43	by	by	ADP
fuelectenerg-13158	252	44	google	google	PROPN
fuelectenerg-13158	252	45	collab	collab	PROPN
fuelectenerg-13158	252	46	)	)	PUNCT
fuelectenerg-13158	252	47	programming	programming	NOUN
fuelectenerg-13158	252	48	language	language	NOUN
fuelectenerg-13158	252	49	python	python	NOUN
fuelectenerg-13158	252	50	libraries	library	NOUN
fuelectenerg-13158	252	51	used	use	VERB
fuelectenerg-13158	252	52	pandas	panda	NOUN
fuelectenerg-13158	252	53	(	(	PUNCT
fuelectenerg-13158	252	54	data	datum	NOUN
fuelectenerg-13158	252	55	manipulation	manipulation	NOUN
fuelectenerg-13158	252	56	)	)	PUNCT
fuelectenerg-13158	252	57	,	,	PUNCT
fuelectenerg-13158	252	58	numpy	numpy	NOUN
fuelectenerg-13158	252	59	(	(	PUNCT
fuelectenerg-13158	252	60	numerical	numerical	ADJ
fuelectenerg-13158	252	61	computations	computation	NOUN
fuelectenerg-13158	252	62	)	)	PUNCT
fuelectenerg-13158	252	63	,	,	PUNCT
fuelectenerg-13158	252	64	matplotlib	matplotlib	PROPN
fuelectenerg-13158	252	65	&	&	CCONJ
fuelectenerg-13158	252	66	seaborn	seaborn	PROPN
fuelectenerg-13158	252	67	(	(	PUNCT
fuelectenerg-13158	252	68	visualization	visualization	NOUN
fuelectenerg-13158	252	69	)	)	PUNCT
fuelectenerg-13158	252	70	,	,	PUNCT
fuelectenerg-13158	252	71	scikit	scikit	NOUN
fuelectenerg-13158	252	72	-	-	PUNCT
fuelectenerg-13158	252	73	learn	learn	VERB
fuelectenerg-13158	252	74	(	(	PUNCT
fuelectenerg-13158	252	75	ml	ml	ADP
fuelectenerg-13158	252	76	algorithms	algorithm	NOUN
fuelectenerg-13158	252	77	)	)	PUNCT
fuelectenerg-13158	252	78	,	,	PUNCT
fuelectenerg-13158	252	79	xgboost	xgboost	X
fuelectenerg-13158	252	80	(	(	PUNCT
fuelectenerg-13158	252	81	advanced	advanced	ADJ
fuelectenerg-13158	252	82	boosting	boosting	NOUN
fuelectenerg-13158	252	83	)	)	PUNCT
fuelectenerg-13158	252	84	the	the	DET
fuelectenerg-13158	252	85	performance	performance	NOUN
fuelectenerg-13158	252	86	of	of	ADP
fuelectenerg-13158	252	87	each	each	DET
fuelectenerg-13158	252	88	ml	ml	NOUN
fuelectenerg-13158	252	89	algorithm	algorithm	PROPN
fuelectenerg-13158	252	90	heavily	heavily	ADV
fuelectenerg-13158	252	91	depends	depend	VERB
fuelectenerg-13158	252	92	on	on	ADP
fuelectenerg-13158	252	93	the	the	DET
fuelectenerg-13158	252	94	careful	careful	ADJ
fuelectenerg-13158	252	95	tuning	tuning	NOUN
fuelectenerg-13158	252	96	of	of	ADP
fuelectenerg-13158	252	97	hyperparameters	hyperparameter	NOUN
fuelectenerg-13158	252	98	.	.	PUNCT
fuelectenerg-13158	253	1	table	table	NOUN
fuelectenerg-13158	253	2	3	3	NUM
fuelectenerg-13158	253	3	presents	present	VERB
fuelectenerg-13158	253	4	the	the	DET
fuelectenerg-13158	253	5	specific	specific	ADJ
fuelectenerg-13158	253	6	hyperparameter	hyperparameter	NOUN
fuelectenerg-13158	253	7	configurations	configuration	NOUN
fuelectenerg-13158	253	8	selected	select	VERB
fuelectenerg-13158	253	9	for	for	ADP
fuelectenerg-13158	253	10	each	each	DET
fuelectenerg-13158	253	11	model	model	NOUN
fuelectenerg-13158	253	12	,	,	PUNCT
fuelectenerg-13158	253	13	which	which	PRON
fuelectenerg-13158	253	14	were	be	AUX
fuelectenerg-13158	253	15	optimized	optimize	VERB
fuelectenerg-13158	253	16	to	to	PART
fuelectenerg-13158	253	17	achieve	achieve	VERB
fuelectenerg-13158	253	18	the	the	DET
fuelectenerg-13158	253	19	best	good	ADJ
fuelectenerg-13158	253	20	performance	performance	NOUN
fuelectenerg-13158	253	21	in	in	ADP
fuelectenerg-13158	253	22	terms	term	NOUN
fuelectenerg-13158	253	23	of	of	ADP
fuelectenerg-13158	253	24	accuracy	accuracy	NOUN
fuelectenerg-13158	253	25	,	,	PUNCT
fuelectenerg-13158	253	26	mae	mae	PROPN
fuelectenerg-13158	253	27	,	,	PUNCT
fuelectenerg-13158	253	28	model	model	NOUN
fuelectenerg-13158	253	29	fit	fit	ADJ
fuelectenerg-13158	253	30	time	time	NOUN
fuelectenerg-13158	253	31	,	,	PUNCT
fuelectenerg-13158	253	32	and	and	CCONJ
fuelectenerg-13158	253	33	model	model	NOUN
fuelectenerg-13158	253	34	prediction	prediction	NOUN
fuelectenerg-13158	253	35	time	time	NOUN
fuelectenerg-13158	253	36	.	.	PUNCT
fuelectenerg-13158	254	1	the	the	DET
fuelectenerg-13158	254	2	hyperparameters	hyperparameter	NOUN
fuelectenerg-13158	254	3	were	be	AUX
fuelectenerg-13158	254	4	fine	fine	ADV
fuelectenerg-13158	254	5	-	-	PUNCT
fuelectenerg-13158	254	6	tuned	tune	VERB
fuelectenerg-13158	254	7	using	use	VERB
fuelectenerg-13158	254	8	grid	grid	NOUN
fuelectenerg-13158	254	9	search	search	NOUN
fuelectenerg-13158	254	10	and	and	CCONJ
fuelectenerg-13158	254	11	cross	cross	ADJ
fuelectenerg-13158	254	12	-	-	ADJ
fuelectenerg-13158	254	13	validation	validation	ADJ
fuelectenerg-13158	254	14	techniques	technique	NOUN
fuelectenerg-13158	254	15	to	to	PART
fuelectenerg-13158	254	16	identify	identify	VERB
fuelectenerg-13158	254	17	the	the	DET
fuelectenerg-13158	254	18	best	good	ADJ
fuelectenerg-13158	254	19	configuration	configuration	NOUN
fuelectenerg-13158	254	20	for	for	ADP
fuelectenerg-13158	254	21	each	each	DET
fuelectenerg-13158	254	22	algorithm	algorithm	NOUN
fuelectenerg-13158	254	23	.	.	PUNCT
fuelectenerg-13158	255	1	table	table	NOUN
fuelectenerg-13158	255	2	3	3	NUM
fuelectenerg-13158	255	3	hyperparameter	hyperparameter	NOUN
fuelectenerg-13158	255	4	configurations	configuration	NOUN
fuelectenerg-13158	255	5	&	&	CCONJ
fuelectenerg-13158	255	6	values	value	NOUN
fuelectenerg-13158	255	7	model	model	VERB
fuelectenerg-13158	255	8	key	key	ADJ
fuelectenerg-13158	255	9	hyperparameters	hyperparameter	NOUN
fuelectenerg-13158	255	10	optimal	optimal	ADJ
fuelectenerg-13158	255	11	values	value	NOUN
fuelectenerg-13158	255	12	selected	select	VERB
fuelectenerg-13158	255	13	linear	linear	ADJ
fuelectenerg-13158	255	14	regression	regression	NOUN
fuelectenerg-13158	255	15	(	(	PUNCT
fuelectenerg-13158	255	16	lr	lr	NOUN
fuelectenerg-13158	255	17	)	)	PUNCT
fuelectenerg-13158	255	18	none	none	NOUN
fuelectenerg-13158	255	19	default	default	NOUN
fuelectenerg-13158	255	20	decision	decision	NOUN
fuelectenerg-13158	255	21	tree	tree	NOUN
fuelectenerg-13158	255	22	(	(	PUNCT
fuelectenerg-13158	255	23	dt	dt	NOUN
fuelectenerg-13158	255	24	)	)	PUNCT
fuelectenerg-13158	255	25	max	max	PROPN
fuelectenerg-13158	255	26	depth	depth	NOUN
fuelectenerg-13158	255	27	15	15	NUM
fuelectenerg-13158	255	28	min	min	NOUN
fuelectenerg-13158	255	29	samples	sample	NOUN
fuelectenerg-13158	255	30	split	split	VERB
fuelectenerg-13158	255	31	4	4	NUM
fuelectenerg-13158	255	32	random	random	ADJ
fuelectenerg-13158	255	33	forest	forest	NOUN
fuelectenerg-13158	255	34	(	(	PUNCT
fuelectenerg-13158	255	35	rf	rf	NOUN
fuelectenerg-13158	255	36	)	)	PUNCT
fuelectenerg-13158	255	37	number	number	NOUN
fuelectenerg-13158	255	38	of	of	ADP
fuelectenerg-13158	255	39	estimators	estimator	NOUN
fuelectenerg-13158	255	40	150	150	NUM
fuelectenerg-13158	255	41	max	max	NOUN
fuelectenerg-13158	255	42	depth	depth	NOUN
fuelectenerg-13158	255	43	20	20	NUM
fuelectenerg-13158	255	44	min	min	NOUN
fuelectenerg-13158	255	45	samples	sample	NOUN
fuelectenerg-13158	255	46	split	split	VERB
fuelectenerg-13158	255	47	5	5	NUM
fuelectenerg-13158	255	48	k	k	ADV
fuelectenerg-13158	255	49	-	-	PUNCT
fuelectenerg-13158	255	50	nearest	near	ADJ
fuelectenerg-13158	255	51	neighbors	neighbor	NOUN
fuelectenerg-13158	255	52	(	(	PUNCT
fuelectenerg-13158	255	53	knn	knn	NOUN
fuelectenerg-13158	255	54	)	)	PUNCT
fuelectenerg-13158	255	55	number	number	NOUN
fuelectenerg-13158	255	56	of	of	ADP
fuelectenerg-13158	255	57	neighbors	neighbor	NOUN
fuelectenerg-13158	255	58	(	(	PUNCT
fuelectenerg-13158	255	59	k	k	NOUN
fuelectenerg-13158	255	60	)	)	PUNCT
fuelectenerg-13158	255	61	7	7	NUM
fuelectenerg-13158	255	62	gradient	gradient	NOUN
fuelectenerg-13158	255	63	boosting	boost	VERB
fuelectenerg-13158	255	64	(	(	PUNCT
fuelectenerg-13158	255	65	gb	gb	NOUN
fuelectenerg-13158	255	66	)	)	PUNCT
fuelectenerg-13158	255	67	learning	learn	VERB
fuelectenerg-13158	255	68	rate	rate	NOUN
fuelectenerg-13158	255	69	0.05	0.05	NUM
fuelectenerg-13158	255	70	number	number	NOUN
fuelectenerg-13158	255	71	of	of	ADP
fuelectenerg-13158	255	72	estimators	estimator	NOUN
fuelectenerg-13158	255	73	100	100	NUM
fuelectenerg-13158	255	74	max	max	NOUN
fuelectenerg-13158	255	75	depth	depth	NOUN
fuelectenerg-13158	255	76	4	4	NUM
fuelectenerg-13158	255	77	xgboost	xgboost	X
fuelectenerg-13158	255	78	learning	learn	VERB
fuelectenerg-13158	255	79	rate	rate	NOUN
fuelectenerg-13158	255	80	0.1	0.1	NUM
fuelectenerg-13158	255	81	number	number	NOUN
fuelectenerg-13158	255	82	of	of	ADP
fuelectenerg-13158	255	83	estimators	estimator	NOUN
fuelectenerg-13158	255	84	150	150	NUM
fuelectenerg-13158	255	85	max	max	NOUN
fuelectenerg-13158	255	86	depth	depth	NOUN
fuelectenerg-13158	255	87	6	6	NUM
fuelectenerg-13158	255	88	lasso	lasso	NOUN
fuelectenerg-13158	255	89	regression	regression	NOUN
fuelectenerg-13158	255	90	alpha	alpha	NOUN
fuelectenerg-13158	255	91	0.01	0.01	NUM
fuelectenerg-13158	255	92	the	the	DET
fuelectenerg-13158	255	93	obtained	obtain	VERB
fuelectenerg-13158	255	94	numerical	numerical	ADJ
fuelectenerg-13158	255	95	values	value	NOUN
fuelectenerg-13158	255	96	of	of	ADP
fuelectenerg-13158	255	97	evaluating	evaluate	VERB
fuelectenerg-13158	255	98	metrics	metric	NOUN
fuelectenerg-13158	255	99	for	for	ADP
fuelectenerg-13158	255	100	each	each	DET
fuelectenerg-13158	255	101	ml	ml	NOUN
fuelectenerg-13158	255	102	algorithms	algorithm	NOUN
fuelectenerg-13158	255	103	are	be	AUX
fuelectenerg-13158	255	104	shown	show	VERB
fuelectenerg-13158	255	105	in	in	ADP
fuelectenerg-13158	255	106	table	table	NOUN
fuelectenerg-13158	255	107	4	4	NUM
fuelectenerg-13158	255	108	.	.	PUNCT
fuelectenerg-13158	256	1	the	the	DET
fuelectenerg-13158	256	2	first	first	ADJ
fuelectenerg-13158	256	3	evaluating	evaluating	NOUN
fuelectenerg-13158	256	4	criterion	criterion	NOUN
fuelectenerg-13158	256	5	is	be	AUX
fuelectenerg-13158	256	6	accuracy	accuracy	NOUN
fuelectenerg-13158	256	7	,	,	PUNCT
fuelectenerg-13158	256	8	defined	define	VERB
fuelectenerg-13158	256	9	as	as	ADP
fuelectenerg-13158	256	10	the	the	DET
fuelectenerg-13158	256	11	closeness	closeness	NOUN
fuelectenerg-13158	256	12	to	to	ADP
fuelectenerg-13158	256	13	the	the	DET
fuelectenerg-13158	256	14	true	true	ADJ
fuelectenerg-13158	256	15	value	value	NOUN
fuelectenerg-13158	256	16	.	.	PUNCT
fuelectenerg-13158	257	1	fig	fig	NOUN
fuelectenerg-13158	257	2	.	.	PUNCT
fuelectenerg-13158	258	1	12(a	12(a	NUM
fuelectenerg-13158	258	2	)	)	PUNCT
fuelectenerg-13158	258	3	shows	show	VERB
fuelectenerg-13158	258	4	a	a	DET
fuelectenerg-13158	258	5	bar	bar	NOUN
fuelectenerg-13158	258	6	graph	graph	NOUN
fuelectenerg-13158	258	7	of	of	ADP
fuelectenerg-13158	258	8	accuracy	accuracy	NOUN
fuelectenerg-13158	258	9	of	of	ADP
fuelectenerg-13158	258	10	each	each	DET
fuelectenerg-13158	258	11	ml	ml	NOUN
fuelectenerg-13158	258	12	algorithms	algorithm	NOUN
fuelectenerg-13158	258	13	.	.	PUNCT
fuelectenerg-13158	259	1	the	the	DET
fuelectenerg-13158	259	2	obtained	obtain	VERB
fuelectenerg-13158	259	3	accuracy	accuracy	NOUN
fuelectenerg-13158	259	4	is	be	AUX
fuelectenerg-13158	259	5	63.51	63.51	NUM
fuelectenerg-13158	259	6	%	%	NOUN
fuelectenerg-13158	259	7	,	,	PUNCT
fuelectenerg-13158	259	8	97.71	97.71	NUM
fuelectenerg-13158	259	9	%	%	NOUN
fuelectenerg-13158	259	10	,	,	PUNCT
fuelectenerg-13158	259	11	97.86	97.86	NUM
fuelectenerg-13158	259	12	%	%	NOUN
fuelectenerg-13158	259	13	,	,	PUNCT
fuelectenerg-13158	259	14	81.31	81.31	NUM
fuelectenerg-13158	259	15	%	%	NOUN
fuelectenerg-13158	259	16	,	,	PUNCT
fuelectenerg-13158	259	17	79.63	79.63	NUM
fuelectenerg-13158	259	18	%	%	NOUN
fuelectenerg-13158	259	19	,	,	PUNCT
fuelectenerg-13158	259	20	89.48	89.48	NUM
fuelectenerg-13158	259	21	%	%	NOUN
fuelectenerg-13158	259	22	,	,	PUNCT
fuelectenerg-13158	259	23	and	and	CCONJ
fuelectenerg-13158	259	24	63.51	63.51	NUM
fuelectenerg-13158	259	25	%	%	NOUN
fuelectenerg-13158	259	26	for	for	ADP
fuelectenerg-13158	259	27	lr	lr	NOUN
fuelectenerg-13158	259	28	,	,	PUNCT
fuelectenerg-13158	259	29	dt	dt	X
fuelectenerg-13158	259	30	,	,	PUNCT
fuelectenerg-13158	259	31	rf	rf	PROPN
fuelectenerg-13158	259	32	,	,	PUNCT
fuelectenerg-13158	259	33	knn	knn	PROPN
fuelectenerg-13158	259	34	,	,	PUNCT
fuelectenerg-13158	259	35	gb	gb	PRON
fuelectenerg-13158	259	36	,	,	PUNCT
fuelectenerg-13158	259	37	xgboost	xgboost	ADV
fuelectenerg-13158	259	38	,	,	PUNCT
fuelectenerg-13158	259	39	and	and	CCONJ
fuelectenerg-13158	259	40	lasso	lasso	PROPN
fuelectenerg-13158	259	41	,	,	PUNCT
fuelectenerg-13158	259	42	respectively	respectively	ADV
fuelectenerg-13158	259	43	.	.	PUNCT
fuelectenerg-13158	260	1	among	among	ADP
fuelectenerg-13158	260	2	these	these	DET
fuelectenerg-13158	260	3	dt	dt	X
fuelectenerg-13158	260	4	and	and	CCONJ
fuelectenerg-13158	260	5	rf	rf	PROPN
fuelectenerg-13158	260	6	show	show	VERB
fuelectenerg-13158	260	7	highest	high	ADJ
fuelectenerg-13158	260	8	accuracy	accuracy	NOUN
fuelectenerg-13158	260	9	,	,	PUNCT
fuelectenerg-13158	260	10	370	370	NUM
fuelectenerg-13158	260	11	a.	a.	NOUN
fuelectenerg-13158	260	12	vaidhy	vaidhy	NOUN
fuelectenerg-13158	260	13	,	,	PUNCT
fuelectenerg-13158	260	14	d.	d.	PROPN
fuelectenerg-13158	260	15	batham	batham	PROPN
fuelectenerg-13158	260	16	,	,	PUNCT
fuelectenerg-13158	260	17	r.	r.	PROPN
fuelectenerg-13158	260	18	jain	jain	PROPN
fuelectenerg-13158	260	19	,	,	PUNCT
fuelectenerg-13158	260	20	a.	a.	NOUN
fuelectenerg-13158	260	21	manjhwar	manjhwar	NOUN
fuelectenerg-13158	260	22	whereas	whereas	SCONJ
fuelectenerg-13158	260	23	lr	lr	NOUN
fuelectenerg-13158	260	24	and	and	CCONJ
fuelectenerg-13158	260	25	lasso	lasso	NOUN
fuelectenerg-13158	260	26	show	show	NOUN
fuelectenerg-13158	260	27	minimal	minimal	ADJ
fuelectenerg-13158	260	28	.	.	PUNCT
fuelectenerg-13158	261	1	dt	dt	PROPN
fuelectenerg-13158	261	2	algorithm	algorithm	PROPN
fuelectenerg-13158	261	3	show	show	VERB
fuelectenerg-13158	261	4	highest	high	ADJ
fuelectenerg-13158	261	5	accuracy	accuracy	NOUN
fuelectenerg-13158	261	6	because	because	SCONJ
fuelectenerg-13158	261	7	it	it	PRON
fuelectenerg-13158	261	8	has	have	VERB
fuelectenerg-13158	261	9	better	well	ADJ
fuelectenerg-13158	261	10	non	non	ADJ
fuelectenerg-13158	261	11	-	-	ADJ
fuelectenerg-13158	261	12	linearity	linearity	ADJ
fuelectenerg-13158	261	13	handling	handling	NOUN
fuelectenerg-13158	261	14	capability	capability	NOUN
fuelectenerg-13158	261	15	,	,	PUNCT
fuelectenerg-13158	261	16	feature	feature	NOUN
fuelectenerg-13158	261	17	interactions	interaction	NOUN
fuelectenerg-13158	261	18	,	,	PUNCT
fuelectenerg-13158	261	19	and	and	CCONJ
fuelectenerg-13158	261	20	offering	offer	VERB
fuelectenerg-13158	261	21	flexibility	flexibility	NOUN
fuelectenerg-13158	261	22	for	for	ADP
fuelectenerg-13158	261	23	capturing	capture	VERB
fuelectenerg-13158	261	24	complex	complex	ADJ
fuelectenerg-13158	261	25	relationship	relationship	NOUN
fuelectenerg-13158	261	26	and	and	CCONJ
fuelectenerg-13158	261	27	complex	complex	ADJ
fuelectenerg-13158	261	28	data	datum	NOUN
fuelectenerg-13158	261	29	structures	structure	NOUN
fuelectenerg-13158	261	30	,	,	PUNCT
fuelectenerg-13158	261	31	which	which	PRON
fuelectenerg-13158	261	32	is	be	AUX
fuelectenerg-13158	261	33	why	why	SCONJ
fuelectenerg-13158	261	34	they	they	PRON
fuelectenerg-13158	261	35	achieve	achieve	VERB
fuelectenerg-13158	261	36	higher	high	ADJ
fuelectenerg-13158	261	37	accuracy	accuracy	NOUN
fuelectenerg-13158	261	38	.	.	PUNCT
fuelectenerg-13158	262	1	however	however	ADV
fuelectenerg-13158	262	2	,	,	PUNCT
fuelectenerg-13158	262	3	rf	rf	ADJ
fuelectenerg-13158	262	4	regression	regression	NOUN
fuelectenerg-13158	262	5	algorithm	algorithm	NOUN
fuelectenerg-13158	262	6	shows	show	VERB
fuelectenerg-13158	262	7	standout	standout	NOUN
fuelectenerg-13158	262	8	performance	performance	NOUN
fuelectenerg-13158	262	9	,	,	PUNCT
fuelectenerg-13158	262	10	demonstrating	demonstrate	VERB
fuelectenerg-13158	262	11	superior	superior	ADJ
fuelectenerg-13158	262	12	predictive	predictive	ADJ
fuelectenerg-13158	262	13	accuracy	accuracy	NOUN
fuelectenerg-13158	262	14	of	of	ADP
fuelectenerg-13158	262	15	97.86	97.86	NUM
fuelectenerg-13158	262	16	%	%	NOUN
fuelectenerg-13158	262	17	through	through	ADP
fuelectenerg-13158	262	18	ensemble	ensemble	ADJ
fuelectenerg-13158	262	19	learning	learning	NOUN
fuelectenerg-13158	262	20	and	and	CCONJ
fuelectenerg-13158	262	21	feature	feature	VERB
fuelectenerg-13158	262	22	importance	importance	NOUN
fuelectenerg-13158	262	23	analysis	analysis	NOUN
fuelectenerg-13158	262	24	.	.	PUNCT
fuelectenerg-13158	263	1	rf	rf	PRON
fuelectenerg-13158	263	2	has	have	VERB
fuelectenerg-13158	263	3	the	the	DET
fuelectenerg-13158	263	4	ability	ability	NOUN
fuelectenerg-13158	263	5	to	to	PART
fuelectenerg-13158	263	6	mitigate	mitigate	VERB
fuelectenerg-13158	263	7	over	over	ADP
fuelectenerg-13158	263	8	fitting	fitting	ADJ
fuelectenerg-13158	263	9	,	,	PUNCT
fuelectenerg-13158	263	10	handle	handle	VERB
fuelectenerg-13158	263	11	diverse	diverse	ADJ
fuelectenerg-13158	263	12	data	datum	NOUN
fuelectenerg-13158	263	13	types	type	NOUN
fuelectenerg-13158	263	14	,	,	PUNCT
fuelectenerg-13158	263	15	and	and	CCONJ
fuelectenerg-13158	263	16	identify	identify	VERB
fuelectenerg-13158	263	17	influential	influential	ADJ
fuelectenerg-13158	263	18	factors	factor	NOUN
fuelectenerg-13158	263	19	makes	make	VERB
fuelectenerg-13158	263	20	it	it	PRON
fuelectenerg-13158	263	21	the	the	DET
fuelectenerg-13158	263	22	optimal	optimal	ADJ
fuelectenerg-13158	263	23	choice	choice	NOUN
fuelectenerg-13158	263	24	for	for	ADP
fuelectenerg-13158	263	25	analyzing	analyze	VERB
fuelectenerg-13158	263	26	the	the	DET
fuelectenerg-13158	263	27	complex	complex	ADJ
fuelectenerg-13158	263	28	zomato	zomato	NOUN
fuelectenerg-13158	263	29	data	datum	NOUN
fuelectenerg-13158	263	30	.	.	PUNCT
fuelectenerg-13158	264	1	however	however	ADV
fuelectenerg-13158	264	2	,	,	PUNCT
fuelectenerg-13158	264	3	lr	lr	NOUN
fuelectenerg-13158	264	4	and	and	CCONJ
fuelectenerg-13158	264	5	lasso	lasso	NOUN
fuelectenerg-13158	264	6	show	show	VERB
fuelectenerg-13158	264	7	the	the	DET
fuelectenerg-13158	264	8	lowest	low	ADJ
fuelectenerg-13158	264	9	accuracy	accuracy	NOUN
fuelectenerg-13158	264	10	because	because	SCONJ
fuelectenerg-13158	264	11	they	they	PRON
fuelectenerg-13158	264	12	assume	assume	VERB
fuelectenerg-13158	264	13	linear	linear	ADJ
fuelectenerg-13158	264	14	relationships	relationship	NOUN
fuelectenerg-13158	264	15	between	between	ADP
fuelectenerg-13158	264	16	input	input	NOUN
fuelectenerg-13158	264	17	features	feature	NOUN
fuelectenerg-13158	264	18	and	and	CCONJ
fuelectenerg-13158	264	19	the	the	DET
fuelectenerg-13158	264	20	target	target	NOUN
fuelectenerg-13158	264	21	variable	variable	NOUN
fuelectenerg-13158	264	22	.	.	PUNCT
fuelectenerg-13158	265	1	however	however	ADV
fuelectenerg-13158	265	2	,	,	PUNCT
fuelectenerg-13158	265	3	the	the	DET
fuelectenerg-13158	265	4	data	datum	NOUN
fuelectenerg-13158	265	5	being	be	AUX
fuelectenerg-13158	265	6	analyzed	analyze	VERB
fuelectenerg-13158	265	7	,	,	PUNCT
fuelectenerg-13158	265	8	such	such	ADJ
fuelectenerg-13158	265	9	as	as	ADP
fuelectenerg-13158	265	10	zomato	zomato	NOUN
fuelectenerg-13158	265	11	dataset	dataset	NOUN
fuelectenerg-13158	265	12	,	,	PUNCT
fuelectenerg-13158	265	13	likely	likely	ADV
fuelectenerg-13158	265	14	involves	involve	VERB
fuelectenerg-13158	265	15	complex	complex	ADJ
fuelectenerg-13158	265	16	,	,	PUNCT
fuelectenerg-13158	265	17	non	non	ADJ
fuelectenerg-13158	265	18	-	-	ADJ
fuelectenerg-13158	265	19	linear	linear	ADJ
fuelectenerg-13158	265	20	patterns	pattern	NOUN
fuelectenerg-13158	265	21	,	,	PUNCT
fuelectenerg-13158	265	22	that	that	PRON
fuelectenerg-13158	265	23	’s	’	VERB
fuelectenerg-13158	265	24	the	the	DET
fuelectenerg-13158	265	25	lr	lr	NOUN
fuelectenerg-13158	265	26	and	and	CCONJ
fuelectenerg-13158	265	27	lasso	lasso	NOUN
fuelectenerg-13158	265	28	are	be	AUX
fuelectenerg-13158	265	29	unable	unable	ADJ
fuelectenerg-13158	265	30	to	to	PART
fuelectenerg-13158	265	31	capture	capture	VERB
fuelectenerg-13158	265	32	effectively	effectively	ADV
fuelectenerg-13158	265	33	.	.	PUNCT
fuelectenerg-13158	266	1	fig	fig	NOUN
fuelectenerg-13158	266	2	.	.	PUNCT
fuelectenerg-13158	267	1	12(b	12(b	NUM
fuelectenerg-13158	267	2	)	)	PUNCT
fuelectenerg-13158	267	3	shows	show	VERB
fuelectenerg-13158	267	4	bar	bar	NOUN
fuelectenerg-13158	267	5	graph	graph	NOUN
fuelectenerg-13158	267	6	of	of	ADP
fuelectenerg-13158	267	7	mean	mean	ADJ
fuelectenerg-13158	267	8	absolute	absolute	ADJ
fuelectenerg-13158	267	9	error	error	NOUN
fuelectenerg-13158	267	10	in	in	ADP
fuelectenerg-13158	267	11	which	which	PRON
fuelectenerg-13158	267	12	dt	dt	X
fuelectenerg-13158	267	13	and	and	CCONJ
fuelectenerg-13158	267	14	rf	rf	PROPN
fuelectenerg-13158	267	15	shows	show	VERB
fuelectenerg-13158	267	16	lowest	low	ADJ
fuelectenerg-13158	267	17	value	value	NOUN
fuelectenerg-13158	267	18	.	.	PUNCT
fuelectenerg-13158	268	1	apart	apart	ADV
fuelectenerg-13158	268	2	of	of	ADP
fuelectenerg-13158	268	3	that	that	PRON
fuelectenerg-13158	268	4	,	,	PUNCT
fuelectenerg-13158	268	5	the	the	DET
fuelectenerg-13158	268	6	actual	actual	ADJ
fuelectenerg-13158	268	7	vs	vs	ADP
fuelectenerg-13158	268	8	predicted	predict	VERB
fuelectenerg-13158	268	9	graph	graph	NOUN
fuelectenerg-13158	268	10	of	of	ADP
fuelectenerg-13158	268	11	lr	lr	NOUN
fuelectenerg-13158	268	12	,	,	PUNCT
fuelectenerg-13158	268	13	dt	dt	PROPN
fuelectenerg-13158	268	14	,	,	PUNCT
fuelectenerg-13158	268	15	rf	rf	PROPN
fuelectenerg-13158	268	16	,	,	PUNCT
fuelectenerg-13158	268	17	knn	knn	PROPN
fuelectenerg-13158	268	18	,	,	PUNCT
fuelectenerg-13158	268	19	gb	gb	PRON
fuelectenerg-13158	268	20	,	,	PUNCT
fuelectenerg-13158	268	21	xgboost	xgboost	ADJ
fuelectenerg-13158	268	22	and	and	CCONJ
fuelectenerg-13158	268	23	lasso	lasso	NOUN
fuelectenerg-13158	268	24	models	model	NOUN
fuelectenerg-13158	268	25	are	be	AUX
fuelectenerg-13158	268	26	presented	present	VERB
fuelectenerg-13158	268	27	in	in	ADP
fuelectenerg-13158	268	28	fig	fig	NOUN
fuelectenerg-13158	268	29	.	.	PUNCT
fuelectenerg-13158	269	1	13	13	NUM
fuelectenerg-13158	269	2	(	(	PUNCT
fuelectenerg-13158	269	3	a	a	NOUN
fuelectenerg-13158	269	4	)	)	PUNCT
fuelectenerg-13158	269	5	to	to	ADP
fuelectenerg-13158	269	6	(	(	PUNCT
fuelectenerg-13158	269	7	g	g	NOUN
fuelectenerg-13158	269	8	)	)	PUNCT
fuelectenerg-13158	269	9	respectively	respectively	ADV
fuelectenerg-13158	269	10	.	.	PUNCT
fuelectenerg-13158	270	1	table	table	NOUN
fuelectenerg-13158	270	2	4	4	NUM
fuelectenerg-13158	270	3	evaluated	evaluate	VERB
fuelectenerg-13158	270	4	metric	metric	ADJ
fuelectenerg-13158	270	5	values	value	NOUN
fuelectenerg-13158	270	6	for	for	ADP
fuelectenerg-13158	270	7	different	different	ADJ
fuelectenerg-13158	270	8	ml	ml	NOUN
fuelectenerg-13158	270	9	algorithms	algorithms	PROPN
fuelectenerg-13158	270	10	algorithm	algorithm	NOUN
fuelectenerg-13158	270	11	name	name	NOUN
fuelectenerg-13158	270	12	r	r	NOUN
fuelectenerg-13158	270	13	-	-	PUNCT
fuelectenerg-13158	270	14	squared	squared	ADJ
fuelectenerg-13158	270	15	(	(	PUNCT
fuelectenerg-13158	270	16	accuracy	accuracy	NOUN
fuelectenerg-13158	270	17	%	%	NOUN
fuelectenerg-13158	270	18	)	)	PUNCT
fuelectenerg-13158	270	19	mean	mean	VERB
fuelectenerg-13158	270	20	absolute	absolute	ADJ
fuelectenerg-13158	270	21	error	error	NOUN
fuelectenerg-13158	270	22	model	model	NOUN
fuelectenerg-13158	270	23	fit	fit	ADJ
fuelectenerg-13158	270	24	time	time	NOUN
fuelectenerg-13158	270	25	(	(	PUNCT
fuelectenerg-13158	270	26	s	s	NOUN
fuelectenerg-13158	270	27	)	)	PUNCT
fuelectenerg-13158	270	28	model	model	NOUN
fuelectenerg-13158	270	29	prediction	prediction	NOUN
fuelectenerg-13158	270	30	time	time	NOUN
fuelectenerg-13158	270	31	(	(	PUNCT
fuelectenerg-13158	270	32	s	s	X
fuelectenerg-13158	270	33	)	)	PUNCT
fuelectenerg-13158	270	34	lr	lr	X
fuelectenerg-13158	270	35	63.51	63.51	NUM
fuelectenerg-13158	270	36	199.2313	199.2313	NUM
fuelectenerg-13158	270	37	0.036169	0.036169	NUM
fuelectenerg-13158	270	38	0.006073	0.006073	NUM
fuelectenerg-13158	270	39	dt	dt	X
fuelectenerg-13158	270	40	97.71	97.71	NUM
fuelectenerg-13158	270	41	22.89233	22.89233	NUM
fuelectenerg-13158	270	42	0.693119	0.693119	NUM
fuelectenerg-13158	270	43	0.010751	0.010751	NUM
fuelectenerg-13158	270	44	rf	rf	NUM
fuelectenerg-13158	270	45	97.86	97.86	NUM
fuelectenerg-13158	270	46	27.00114	27.00114	NUM
fuelectenerg-13158	270	47	35.41616	35.41616	NUM
fuelectenerg-13158	270	48	0.645274	0.645274	NUM
fuelectenerg-13158	270	49	knn	knn	NOUN
fuelectenerg-13158	270	50	81.31	81.31	NUM
fuelectenerg-13158	270	51	90.36253	90.36253	NUM
fuelectenerg-13158	270	52	0.350173	0.350173	NUM
fuelectenerg-13158	270	53	0.161622	0.161622	NUM
fuelectenerg-13158	270	54	gb	gb	ADP
fuelectenerg-13158	270	55	79.63	79.63	NUM
fuelectenerg-13158	270	56	138.4035	138.4035	NUM
fuelectenerg-13158	270	57	12.22126	12.22126	NUM
fuelectenerg-13158	270	58	0.038875	0.038875	NUM
fuelectenerg-13158	270	59	xgboost	xgboost	ADV
fuelectenerg-13158	270	60	89.48	89.48	NUM
fuelectenerg-13158	270	61	107.3148	107.3148	NUM
fuelectenerg-13158	270	62	0.765353	0.765353	NUM
fuelectenerg-13158	270	63	0.034141	0.034141	NUM
fuelectenerg-13158	270	64	lasso	lasso	NOUN
fuelectenerg-13158	270	65	63.51	63.51	NUM
fuelectenerg-13158	271	1	198.7871	198.7871	NUM
fuelectenerg-13158	271	2	0.033882	0.033882	NUM
fuelectenerg-13158	271	3	0.006374	0.006374	NUM
fuelectenerg-13158	271	4	6.1	6.1	NUM
fuelectenerg-13158	271	5	.	.	PUNCT
fuelectenerg-13158	272	1	hyperparameter	hyperparameter	NOUN
fuelectenerg-13158	272	2	impact	impact	NOUN
fuelectenerg-13158	272	3	on	on	ADP
fuelectenerg-13158	272	4	performance	performance	NOUN
fuelectenerg-13158	272	5	dt	dt	PROPN
fuelectenerg-13158	272	6	algorithm	algorithm	PROPN
fuelectenerg-13158	272	7	achieved	achieve	VERB
fuelectenerg-13158	272	8	a	a	DET
fuelectenerg-13158	272	9	remarkable	remarkable	ADJ
fuelectenerg-13158	272	10	accuracy	accuracy	NOUN
fuelectenerg-13158	272	11	of	of	ADP
fuelectenerg-13158	272	12	97.71	97.71	NUM
fuelectenerg-13158	272	13	%	%	NOUN
fuelectenerg-13158	272	14	,	,	PUNCT
fuelectenerg-13158	272	15	which	which	PRON
fuelectenerg-13158	272	16	can	can	AUX
fuelectenerg-13158	272	17	be	be	AUX
fuelectenerg-13158	272	18	attributed	attribute	VERB
fuelectenerg-13158	272	19	to	to	ADP
fuelectenerg-13158	272	20	the	the	DET
fuelectenerg-13158	272	21	careful	careful	ADJ
fuelectenerg-13158	272	22	selection	selection	NOUN
fuelectenerg-13158	272	23	of	of	ADP
fuelectenerg-13158	272	24	hyperparameters	hyperparameter	NOUN
fuelectenerg-13158	272	25	,	,	PUNCT
fuelectenerg-13158	272	26	such	such	ADJ
fuelectenerg-13158	272	27	as	as	ADP
fuelectenerg-13158	272	28	a	a	DET
fuelectenerg-13158	272	29	maximum	maximum	ADJ
fuelectenerg-13158	272	30	tree	tree	NOUN
fuelectenerg-13158	272	31	depth	depth	NOUN
fuelectenerg-13158	272	32	of	of	ADP
fuelectenerg-13158	272	33	15	15	NUM
fuelectenerg-13158	272	34	and	and	CCONJ
fuelectenerg-13158	272	35	a	a	DET
fuelectenerg-13158	272	36	minimum	minimum	NOUN
fuelectenerg-13158	272	37	sample	sample	NOUN
fuelectenerg-13158	272	38	split	split	NOUN
fuelectenerg-13158	272	39	of	of	ADP
fuelectenerg-13158	272	40	4	4	NUM
fuelectenerg-13158	272	41	.	.	PUNCT
fuelectenerg-13158	273	1	these	these	DET
fuelectenerg-13158	273	2	parameters	parameter	NOUN
fuelectenerg-13158	273	3	allowed	allow	VERB
fuelectenerg-13158	273	4	the	the	DET
fuelectenerg-13158	273	5	model	model	NOUN
fuelectenerg-13158	273	6	to	to	PART
fuelectenerg-13158	273	7	efficiently	efficiently	ADV
fuelectenerg-13158	273	8	capture	capture	VERB
fuelectenerg-13158	273	9	feature	feature	NOUN
fuelectenerg-13158	273	10	interactions	interaction	NOUN
fuelectenerg-13158	273	11	and	and	CCONJ
fuelectenerg-13158	273	12	handle	handle	VERB
fuelectenerg-13158	273	13	complex	complex	ADJ
fuelectenerg-13158	273	14	data	datum	NOUN
fuelectenerg-13158	273	15	structures	structure	NOUN
fuelectenerg-13158	273	16	present	present	ADJ
fuelectenerg-13158	273	17	in	in	ADP
fuelectenerg-13158	273	18	the	the	DET
fuelectenerg-13158	273	19	zomato	zomato	NOUN
fuelectenerg-13158	273	20	dataset	dataset	NOUN
fuelectenerg-13158	273	21	.	.	PUNCT
fuelectenerg-13158	274	1	similarly	similarly	ADV
fuelectenerg-13158	274	2	,	,	PUNCT
fuelectenerg-13158	274	3	rf	rf	ADJ
fuelectenerg-13158	274	4	algorithm	algorithm	NOUN
fuelectenerg-13158	274	5	achieved	achieve	VERB
fuelectenerg-13158	274	6	the	the	DET
fuelectenerg-13158	274	7	highest	high	ADJ
fuelectenerg-13158	274	8	accuracy	accuracy	NOUN
fuelectenerg-13158	274	9	of	of	ADP
fuelectenerg-13158	274	10	97.86	97.86	NUM
fuelectenerg-13158	274	11	%	%	NOUN
fuelectenerg-13158	274	12	.	.	PUNCT
fuelectenerg-13158	275	1	the	the	DET
fuelectenerg-13158	275	2	ensemble	ensemble	ADJ
fuelectenerg-13158	275	3	learning	learning	NOUN
fuelectenerg-13158	275	4	technique	technique	NOUN
fuelectenerg-13158	275	5	employed	employ	VERB
fuelectenerg-13158	275	6	by	by	ADP
fuelectenerg-13158	275	7	this	this	DET
fuelectenerg-13158	275	8	model	model	NOUN
fuelectenerg-13158	275	9	,	,	PUNCT
fuelectenerg-13158	275	10	combined	combine	VERB
fuelectenerg-13158	275	11	with	with	ADP
fuelectenerg-13158	275	12	optimal	optimal	ADJ
fuelectenerg-13158	275	13	hyperparameters	hyperparameter	NOUN
fuelectenerg-13158	275	14	,	,	PUNCT
fuelectenerg-13158	275	15	such	such	ADJ
fuelectenerg-13158	275	16	as	as	ADP
fuelectenerg-13158	275	17	150	150	NUM
fuelectenerg-13158	275	18	estimators	estimator	NOUN
fuelectenerg-13158	275	19	and	and	CCONJ
fuelectenerg-13158	275	20	a	a	DET
fuelectenerg-13158	275	21	maximum	maximum	ADJ
fuelectenerg-13158	275	22	depth	depth	NOUN
fuelectenerg-13158	275	23	of	of	ADP
fuelectenerg-13158	275	24	20	20	NUM
fuelectenerg-13158	275	25	,	,	PUNCT
fuelectenerg-13158	275	26	ensured	ensure	VERB
fuelectenerg-13158	275	27	superior	superior	ADJ
fuelectenerg-13158	275	28	predictive	predictive	ADJ
fuelectenerg-13158	275	29	performance	performance	NOUN
fuelectenerg-13158	275	30	.	.	PUNCT
fuelectenerg-13158	276	1	rf	rf	NOUN
fuelectenerg-13158	276	2	ability	ability	NOUN
fuelectenerg-13158	276	3	to	to	PART
fuelectenerg-13158	276	4	mitigate	mitigate	VERB
fuelectenerg-13158	276	5	overfitting	overfitte	VERB
fuelectenerg-13158	276	6	and	and	CCONJ
fuelectenerg-13158	276	7	identify	identify	VERB
fuelectenerg-13158	276	8	influential	influential	ADJ
fuelectenerg-13158	276	9	features	feature	NOUN
fuelectenerg-13158	276	10	further	far	ADV
fuelectenerg-13158	276	11	contributed	contribute	VERB
fuelectenerg-13158	276	12	to	to	ADP
fuelectenerg-13158	276	13	its	its	PRON
fuelectenerg-13158	276	14	standout	standout	NOUN
fuelectenerg-13158	276	15	performance	performance	NOUN
fuelectenerg-13158	276	16	.	.	PUNCT
fuelectenerg-13158	277	1	on	on	ADP
fuelectenerg-13158	277	2	the	the	DET
fuelectenerg-13158	277	3	other	other	ADJ
fuelectenerg-13158	277	4	hand	hand	NOUN
fuelectenerg-13158	277	5	,	,	PUNCT
fuelectenerg-13158	277	6	simpler	simple	ADJ
fuelectenerg-13158	277	7	models	model	NOUN
fuelectenerg-13158	277	8	like	like	ADP
fuelectenerg-13158	277	9	lr	lr	NOUN
fuelectenerg-13158	277	10	and	and	CCONJ
fuelectenerg-13158	277	11	lasso	lasso	NOUN
fuelectenerg-13158	277	12	exhibited	exhibit	VERB
fuelectenerg-13158	277	13	lower	low	ADJ
fuelectenerg-13158	277	14	accuracies	accuracy	NOUN
fuelectenerg-13158	277	15	(	(	PUNCT
fuelectenerg-13158	277	16	63.51	63.51	NUM
fuelectenerg-13158	277	17	%	%	NOUN
fuelectenerg-13158	277	18	)	)	PUNCT
fuelectenerg-13158	277	19	due	due	ADP
fuelectenerg-13158	277	20	to	to	ADP
fuelectenerg-13158	277	21	their	their	PRON
fuelectenerg-13158	277	22	inability	inability	NOUN
fuelectenerg-13158	277	23	to	to	PART
fuelectenerg-13158	277	24	capture	capture	VERB
fuelectenerg-13158	277	25	the	the	DET
fuelectenerg-13158	277	26	non	non	ADJ
fuelectenerg-13158	277	27	-	-	ADJ
fuelectenerg-13158	277	28	linear	linear	ADJ
fuelectenerg-13158	277	29	relationships	relationship	NOUN
fuelectenerg-13158	277	30	inherent	inherent	ADJ
fuelectenerg-13158	277	31	in	in	ADP
fuelectenerg-13158	277	32	the	the	DET
fuelectenerg-13158	277	33	data	datum	NOUN
fuelectenerg-13158	277	34	.	.	PUNCT
fuelectenerg-13158	278	1	these	these	DET
fuelectenerg-13158	278	2	models	model	NOUN
fuelectenerg-13158	278	3	rely	rely	VERB
fuelectenerg-13158	278	4	on	on	ADP
fuelectenerg-13158	278	5	linear	linear	PROPN
fuelectenerg-13158	278	6	assumptions	assumption	NOUN
fuelectenerg-13158	278	7	,	,	PUNCT
fuelectenerg-13158	278	8	which	which	PRON
fuelectenerg-13158	278	9	do	do	AUX
fuelectenerg-13158	278	10	not	not	PART
fuelectenerg-13158	278	11	align	align	VERB
fuelectenerg-13158	278	12	well	well	ADV
fuelectenerg-13158	278	13	with	with	ADP
fuelectenerg-13158	278	14	the	the	DET
fuelectenerg-13158	278	15	complex	complex	ADJ
fuelectenerg-13158	278	16	patterns	pattern	NOUN
fuelectenerg-13158	278	17	typical	typical	ADJ
fuelectenerg-13158	278	18	of	of	ADP
fuelectenerg-13158	278	19	restaurant	restaurant	NOUN
fuelectenerg-13158	278	20	and	and	CCONJ
fuelectenerg-13158	278	21	customer	customer	NOUN
fuelectenerg-13158	278	22	data	datum	NOUN
fuelectenerg-13158	278	23	in	in	ADP
fuelectenerg-13158	278	24	platforms	platform	NOUN
fuelectenerg-13158	278	25	like	like	ADP
fuelectenerg-13158	278	26	zomato	zomato	NOUN
fuelectenerg-13158	278	27	.	.	PUNCT
fuelectenerg-13158	279	1	the	the	DET
fuelectenerg-13158	279	2	importance	importance	NOUN
fuelectenerg-13158	279	3	of	of	ADP
fuelectenerg-13158	279	4	hyperparameter	hyperparameter	NOUN
fuelectenerg-13158	279	5	tuning	tuning	NOUN
fuelectenerg-13158	279	6	is	be	AUX
fuelectenerg-13158	279	7	further	far	ADV
fuelectenerg-13158	279	8	demonstrated	demonstrate	VERB
fuelectenerg-13158	279	9	by	by	ADP
fuelectenerg-13158	279	10	the	the	DET
fuelectenerg-13158	279	11	knn	knn	PROPN
fuelectenerg-13158	279	12	model	model	PROPN
fuelectenerg-13158	279	13	,	,	PUNCT
fuelectenerg-13158	279	14	which	which	PRON
fuelectenerg-13158	279	15	achieved	achieve	VERB
fuelectenerg-13158	279	16	an	an	DET
fuelectenerg-13158	279	17	accuracy	accuracy	NOUN
fuelectenerg-13158	279	18	of	of	ADP
fuelectenerg-13158	279	19	81.31	81.31	NUM
fuelectenerg-13158	279	20	%	%	NOUN
fuelectenerg-13158	279	21	with	with	ADP
fuelectenerg-13158	279	22	an	an	DET
fuelectenerg-13158	279	23	optimal	optimal	ADJ
fuelectenerg-13158	279	24	neighbor	neighbor	NOUN
fuelectenerg-13158	279	25	value	value	NOUN
fuelectenerg-13158	279	26	of	of	ADP
fuelectenerg-13158	279	27	7	7	NUM
fuelectenerg-13158	279	28	.	.	PUNCT
fuelectenerg-13158	279	29	models	model	NOUN
fuelectenerg-13158	279	30	like	like	ADP
fuelectenerg-13158	279	31	gb	gb	PRON
fuelectenerg-13158	279	32	and	and	CCONJ
fuelectenerg-13158	279	33	xgboost	xgboost	ADV
fuelectenerg-13158	279	34	achieved	achieve	VERB
fuelectenerg-13158	279	35	reasonably	reasonably	ADV
fuelectenerg-13158	279	36	high	high	ADJ
fuelectenerg-13158	279	37	accuracies	accuracy	NOUN
fuelectenerg-13158	279	38	of	of	ADP
fuelectenerg-13158	279	39	79.63	79.63	NUM
fuelectenerg-13158	279	40	%	%	NOUN
fuelectenerg-13158	279	41	and	and	CCONJ
fuelectenerg-13158	279	42	89.48	89.48	NUM
fuelectenerg-13158	279	43	%	%	NOUN
fuelectenerg-13158	279	44	,	,	PUNCT
fuelectenerg-13158	279	45	respectively	respectively	ADV
fuelectenerg-13158	279	46	,	,	PUNCT
fuelectenerg-13158	279	47	demonstrating	demonstrate	VERB
fuelectenerg-13158	279	48	the	the	DET
fuelectenerg-13158	279	49	importance	importance	NOUN
fuelectenerg-13158	279	50	of	of	ADP
fuelectenerg-13158	279	51	parameters	parameter	NOUN
fuelectenerg-13158	279	52	such	such	ADJ
fuelectenerg-13158	279	53	as	as	ADP
fuelectenerg-13158	279	54	learning	learn	VERB
fuelectenerg-13158	279	55	rate	rate	NOUN
fuelectenerg-13158	279	56	and	and	CCONJ
fuelectenerg-13158	279	57	depth	depth	NOUN
fuelectenerg-13158	279	58	for	for	ADP
fuelectenerg-13158	279	59	boosting	boost	VERB
fuelectenerg-13158	279	60	models	model	NOUN
fuelectenerg-13158	279	61	.	.	PUNCT
fuelectenerg-13158	280	1	machine	machine	NOUN
fuelectenerg-13158	280	2	learning	learning	NOUN
fuelectenerg-13158	280	3	-	-	PUNCT
fuelectenerg-13158	280	4	driven	drive	VERB
fuelectenerg-13158	280	5	statistical	statistical	ADJ
fuelectenerg-13158	280	6	analysis	analysis	NOUN
fuelectenerg-13158	280	7	of	of	ADP
fuelectenerg-13158	280	8	indian	indian	ADJ
fuelectenerg-13158	280	9	restaurants	restaurant	NOUN
fuelectenerg-13158	280	10	:	:	PUNCT
fuelectenerg-13158	280	11	insights	insight	NOUN
fuelectenerg-13158	280	12	from	from	ADP
fuelectenerg-13158	280	13	zomato	zomato	NOUN
fuelectenerg-13158	280	14	dataset	dataset	VERB
fuelectenerg-13158	280	15	371	371	NUM
fuelectenerg-13158	280	16	dt	dt	NOUN
fuelectenerg-13158	280	17	rf	rf	VERB
fuelectenerg-13158	280	18	xgboost	xgboost	INTJ
fuelectenerg-13158	281	1	gb	gb	ADP
fuelectenerg-13158	281	2	lr	lr	PROPN
fuelectenerg-13158	281	3	knn	knn	PROPN
fuelectenerg-13158	281	4	lasso	lasso	PROPN
fuelectenerg-13158	281	5	0	0	NUM
fuelectenerg-13158	281	6	20	20	NUM
fuelectenerg-13158	281	7	40	40	NUM
fuelectenerg-13158	281	8	60	60	NUM
fuelectenerg-13158	281	9	80	80	NUM
fuelectenerg-13158	281	10	100	100	NUM
fuelectenerg-13158	281	11	97.71	97.71	NUM
fuelectenerg-13158	281	12	97.86	97.86	NUM
fuelectenerg-13158	281	13	89.48	89.48	NUM
fuelectenerg-13158	282	1	79.63	79.63	NUM
fuelectenerg-13158	282	2	63.51	63.51	NUM
fuelectenerg-13158	282	3	81.31	81.31	NUM
fuelectenerg-13158	282	4	63.51	63.51	NUM
fuelectenerg-13158	282	5	r	r	NOUN
fuelectenerg-13158	282	6	-s	-s	X
fuelectenerg-13158	282	7	q	q	NOUN
fuelectenerg-13158	282	8	u	u	NOUN
fuelectenerg-13158	282	9	a	a	PRON
fuelectenerg-13158	282	10	r	r	NOUN
fuelectenerg-13158	282	11	e	e	NOUN
fuelectenerg-13158	282	12	d	d	NOUN
fuelectenerg-13158	282	13	(	(	PUNCT
fuelectenerg-13158	282	14	%	%	NOUN
fuelectenerg-13158	282	15	)	)	PUNCT
fuelectenerg-13158	282	16	various	various	ADJ
fuelectenerg-13158	282	17	algorithms	algorithm	NOUN
fuelectenerg-13158	282	18	(	(	PUNCT
fuelectenerg-13158	282	19	a	a	X
fuelectenerg-13158	282	20	)	)	PUNCT
fuelectenerg-13158	282	21	dt	dt	NOUN
fuelectenerg-13158	283	1	rf	rf	PRON
fuelectenerg-13158	283	2	xgboost	xgboost	INTJ
fuelectenerg-13158	284	1	gb	gb	ADP
fuelectenerg-13158	284	2	lr	lr	PROPN
fuelectenerg-13158	284	3	knn	knn	PROPN
fuelectenerg-13158	284	4	lasso	lasso	PROPN
fuelectenerg-13158	284	5	0	0	NUM
fuelectenerg-13158	285	1	50	50	NUM
fuelectenerg-13158	285	2	100	100	NUM
fuelectenerg-13158	285	3	150	150	NUM
fuelectenerg-13158	285	4	200	200	NUM
fuelectenerg-13158	285	5	22.89	22.89	NUM
fuelectenerg-13158	285	6	27	27	NUM
fuelectenerg-13158	285	7	107.31	107.31	NUM
fuelectenerg-13158	285	8	138.4	138.4	NUM
fuelectenerg-13158	285	9	199.23	199.23	NUM
fuelectenerg-13158	285	10	90.36	90.36	NUM
fuelectenerg-13158	285	11	198.79	198.79	NUM
fuelectenerg-13158	285	12	m	m	NOUN
fuelectenerg-13158	285	13	a	a	DET
fuelectenerg-13158	285	14	e	e	NOUN
fuelectenerg-13158	285	15	various	various	ADJ
fuelectenerg-13158	285	16	algorithms	algorithm	NOUN
fuelectenerg-13158	285	17	(	(	PUNCT
fuelectenerg-13158	285	18	b	b	NOUN
fuelectenerg-13158	285	19	)	)	PUNCT
fuelectenerg-13158	285	20	fig	fig	NOUN
fuelectenerg-13158	285	21	.	.	PUNCT
fuelectenerg-13158	286	1	12	12	NUM
fuelectenerg-13158	286	2	bar	bar	NOUN
fuelectenerg-13158	286	3	graph	graph	NOUN
fuelectenerg-13158	286	4	of	of	ADP
fuelectenerg-13158	286	5	(	(	PUNCT
fuelectenerg-13158	286	6	a	a	NOUN
fuelectenerg-13158	286	7	)	)	PUNCT
fuelectenerg-13158	286	8	r	r	NOUN
fuelectenerg-13158	286	9	-	-	PUNCT
fuelectenerg-13158	286	10	squared	square	VERB
fuelectenerg-13158	286	11	or	or	CCONJ
fuelectenerg-13158	286	12	accuracy	accuracy	NOUN
fuelectenerg-13158	286	13	(	(	PUNCT
fuelectenerg-13158	286	14	%	%	NOUN
fuelectenerg-13158	286	15	)	)	PUNCT
fuelectenerg-13158	286	16	,	,	PUNCT
fuelectenerg-13158	286	17	(	(	PUNCT
fuelectenerg-13158	286	18	b	b	X
fuelectenerg-13158	286	19	)	)	PUNCT
fuelectenerg-13158	286	20	mean	mean	VERB
fuelectenerg-13158	286	21	absolute	absolute	ADJ
fuelectenerg-13158	286	22	error	error	NOUN
fuelectenerg-13158	286	23	of	of	ADP
fuelectenerg-13158	286	24	ml	ml	NOUN
fuelectenerg-13158	286	25	algorithms	algorithms	NOUN
fuelectenerg-13158	286	26	372	372	NUM
fuelectenerg-13158	286	27	a.	a.	NOUN
fuelectenerg-13158	286	28	vaidhy	vaidhy	NOUN
fuelectenerg-13158	286	29	,	,	PUNCT
fuelectenerg-13158	286	30	d.	d.	PROPN
fuelectenerg-13158	286	31	batham	batham	PROPN
fuelectenerg-13158	286	32	,	,	PUNCT
fuelectenerg-13158	286	33	r.	r.	PROPN
fuelectenerg-13158	286	34	jain	jain	PROPN
fuelectenerg-13158	286	35	,	,	PUNCT
fuelectenerg-13158	286	36	a.	a.	NOUN
fuelectenerg-13158	286	37	manjhwar	manjhwar	NOUN
fuelectenerg-13158	286	38	(	(	PUNCT
fuelectenerg-13158	286	39	a	a	NOUN
fuelectenerg-13158	286	40	)	)	PUNCT
fuelectenerg-13158	286	41	(	(	PUNCT
fuelectenerg-13158	286	42	b	b	X
fuelectenerg-13158	286	43	)	)	PUNCT
fuelectenerg-13158	286	44	(	(	PUNCT
fuelectenerg-13158	286	45	c	c	X
fuelectenerg-13158	286	46	)	)	PUNCT
fuelectenerg-13158	286	47	(	(	PUNCT
fuelectenerg-13158	286	48	d	d	X
fuelectenerg-13158	286	49	)	)	PUNCT
fuelectenerg-13158	286	50	(	(	PUNCT
fuelectenerg-13158	286	51	e	e	NOUN
fuelectenerg-13158	286	52	)	)	PUNCT
fuelectenerg-13158	286	53	(	(	PUNCT
fuelectenerg-13158	286	54	f	f	X
fuelectenerg-13158	286	55	)	)	PUNCT
fuelectenerg-13158	286	56	machine	machine	NOUN
fuelectenerg-13158	286	57	learning	learning	NOUN
fuelectenerg-13158	286	58	-	-	PUNCT
fuelectenerg-13158	286	59	driven	drive	VERB
fuelectenerg-13158	286	60	statistical	statistical	ADJ
fuelectenerg-13158	286	61	analysis	analysis	NOUN
fuelectenerg-13158	286	62	of	of	ADP
fuelectenerg-13158	286	63	indian	indian	ADJ
fuelectenerg-13158	286	64	restaurants	restaurant	NOUN
fuelectenerg-13158	286	65	:	:	PUNCT
fuelectenerg-13158	286	66	insights	insight	NOUN
fuelectenerg-13158	286	67	from	from	ADP
fuelectenerg-13158	286	68	zomato	zomato	NOUN
fuelectenerg-13158	286	69	dataset	dataset	VERB
fuelectenerg-13158	286	70	373	373	NUM
fuelectenerg-13158	286	71	(	(	PUNCT
fuelectenerg-13158	286	72	g	g	NOUN
fuelectenerg-13158	286	73	)	)	PUNCT
fuelectenerg-13158	286	74	fig	fig	NOUN
fuelectenerg-13158	286	75	.	.	PUNCT
fuelectenerg-13158	287	1	13	13	NUM
fuelectenerg-13158	287	2	actual	actual	ADJ
fuelectenerg-13158	287	3	vs	vs	ADP
fuelectenerg-13158	287	4	predicted	predict	VERB
fuelectenerg-13158	287	5	values	value	NOUN
fuelectenerg-13158	287	6	for	for	ADP
fuelectenerg-13158	287	7	(	(	PUNCT
fuelectenerg-13158	287	8	a	a	PRON
fuelectenerg-13158	287	9	)	)	PUNCT
fuelectenerg-13158	287	10	linear	linear	ADJ
fuelectenerg-13158	287	11	regression	regression	NOUN
fuelectenerg-13158	287	12	,	,	PUNCT
fuelectenerg-13158	287	13	(	(	PUNCT
fuelectenerg-13158	287	14	b	b	X
fuelectenerg-13158	287	15	)	)	PUNCT
fuelectenerg-13158	287	16	decision	decision	NOUN
fuelectenerg-13158	287	17	tree	tree	NOUN
fuelectenerg-13158	287	18	,	,	PUNCT
fuelectenerg-13158	287	19	(	(	PUNCT
fuelectenerg-13158	287	20	c	c	X
fuelectenerg-13158	287	21	)	)	PUNCT
fuelectenerg-13158	287	22	random	random	ADJ
fuelectenerg-13158	287	23	forest	forest	NOUN
fuelectenerg-13158	287	24	,	,	PUNCT
fuelectenerg-13158	287	25	(	(	PUNCT
fuelectenerg-13158	287	26	d	d	X
fuelectenerg-13158	287	27	)	)	PUNCT
fuelectenerg-13158	287	28	knn	knn	PROPN
fuelectenerg-13158	287	29	,	,	PUNCT
fuelectenerg-13158	287	30	(	(	PUNCT
fuelectenerg-13158	287	31	e	e	NOUN
fuelectenerg-13158	287	32	)	)	PUNCT
fuelectenerg-13158	287	33	gradient	gradient	NOUN
fuelectenerg-13158	287	34	boosting	boosting	NOUN
fuelectenerg-13158	287	35	,	,	PUNCT
fuelectenerg-13158	287	36	(	(	PUNCT
fuelectenerg-13158	287	37	f	f	X
fuelectenerg-13158	287	38	)	)	PUNCT
fuelectenerg-13158	287	39	xgboost	xgboost	ADV
fuelectenerg-13158	287	40	,	,	PUNCT
fuelectenerg-13158	287	41	(	(	PUNCT
fuelectenerg-13158	287	42	g	g	NOUN
fuelectenerg-13158	287	43	)	)	PUNCT
fuelectenerg-13158	287	44	lasso	lasso	NOUN
fuelectenerg-13158	287	45	7	7	NUM
fuelectenerg-13158	287	46	.	.	PUNCT
fuelectenerg-13158	288	1	conclusion	conclusion	NOUN
fuelectenerg-13158	288	2	this	this	DET
fuelectenerg-13158	288	3	research	research	NOUN
fuelectenerg-13158	288	4	provides	provide	VERB
fuelectenerg-13158	288	5	an	an	DET
fuelectenerg-13158	288	6	in	in	ADP
fuelectenerg-13158	288	7	-	-	PUNCT
fuelectenerg-13158	288	8	depth	depth	NOUN
fuelectenerg-13158	288	9	analysis	analysis	NOUN
fuelectenerg-13158	288	10	of	of	ADP
fuelectenerg-13158	288	11	the	the	DET
fuelectenerg-13158	288	12	zomato	zomato	NOUN
fuelectenerg-13158	288	13	dataset	dataset	NOUN
fuelectenerg-13158	288	14	using	use	VERB
fuelectenerg-13158	288	15	eda	eda	PROPN
fuelectenerg-13158	288	16	and	and	CCONJ
fuelectenerg-13158	288	17	multiple	multiple	ADJ
fuelectenerg-13158	288	18	ml	ml	NOUN
fuelectenerg-13158	288	19	algorithms	algorithm	NOUN
fuelectenerg-13158	288	20	.	.	PUNCT
fuelectenerg-13158	289	1	by	by	ADP
fuelectenerg-13158	289	2	evaluating	evaluate	VERB
fuelectenerg-13158	289	3	various	various	ADJ
fuelectenerg-13158	289	4	parameters	parameter	NOUN
fuelectenerg-13158	289	5	such	such	ADJ
fuelectenerg-13158	289	6	as	as	ADP
fuelectenerg-13158	289	7	restaurant	restaurant	NOUN
fuelectenerg-13158	289	8	types	type	NOUN
fuelectenerg-13158	289	9	,	,	PUNCT
fuelectenerg-13158	289	10	price	price	NOUN
fuelectenerg-13158	289	11	ranges	range	NOUN
fuelectenerg-13158	289	12	,	,	PUNCT
fuelectenerg-13158	289	13	and	and	CCONJ
fuelectenerg-13158	289	14	ratings	rating	NOUN
fuelectenerg-13158	289	15	,	,	PUNCT
fuelectenerg-13158	289	16	the	the	DET
fuelectenerg-13158	289	17	study	study	NOUN
fuelectenerg-13158	289	18	highlights	highlight	VERB
fuelectenerg-13158	289	19	critical	critical	ADJ
fuelectenerg-13158	289	20	insights	insight	NOUN
fuelectenerg-13158	289	21	that	that	PRON
fuelectenerg-13158	289	22	can	can	AUX
fuelectenerg-13158	289	23	empower	empower	VERB
fuelectenerg-13158	289	24	restaurant	restaurant	NOUN
fuelectenerg-13158	289	25	owners	owner	NOUN
fuelectenerg-13158	289	26	to	to	PART
fuelectenerg-13158	289	27	take	take	VERB
fuelectenerg-13158	289	28	business	business	NOUN
fuelectenerg-13158	289	29	decisions	decision	NOUN
fuelectenerg-13158	289	30	.	.	PUNCT
fuelectenerg-13158	290	1	the	the	DET
fuelectenerg-13158	290	2	results	result	NOUN
fuelectenerg-13158	290	3	demonstrate	demonstrate	VERB
fuelectenerg-13158	290	4	that	that	SCONJ
fuelectenerg-13158	290	5	dt	dt	PROPN
fuelectenerg-13158	290	6	and	and	CCONJ
fuelectenerg-13158	290	7	rf	rf	PROPN
fuelectenerg-13158	290	8	model	model	NOUN
fuelectenerg-13158	290	9	significantly	significantly	ADV
fuelectenerg-13158	290	10	outperforms	outperform	VERB
fuelectenerg-13158	290	11	and	and	CCONJ
fuelectenerg-13158	290	12	achieved	achieve	VERB
fuelectenerg-13158	290	13	97.71	97.71	NUM
fuelectenerg-13158	290	14	%	%	NOUN
fuelectenerg-13158	290	15	and	and	CCONJ
fuelectenerg-13158	290	16	97.86	97.86	NUM
fuelectenerg-13158	290	17	%	%	NOUN
fuelectenerg-13158	290	18	accuracy	accuracy	NOUN
fuelectenerg-13158	290	19	,	,	PUNCT
fuelectenerg-13158	290	20	with	with	ADP
fuelectenerg-13158	290	21	minimum	minimum	ADJ
fuelectenerg-13158	290	22	value	value	NOUN
fuelectenerg-13158	290	23	of	of	ADP
fuelectenerg-13158	290	24	mae	mae	PROPN
fuelectenerg-13158	290	25	.	.	PUNCT
fuelectenerg-13158	291	1	these	these	DET
fuelectenerg-13158	291	2	models	model	NOUN
fuelectenerg-13158	291	3	are	be	AUX
fuelectenerg-13158	291	4	particularly	particularly	ADV
fuelectenerg-13158	291	5	effective	effective	ADJ
fuelectenerg-13158	291	6	in	in	ADP
fuelectenerg-13158	291	7	handling	handle	VERB
fuelectenerg-13158	291	8	non	non	ADJ
fuelectenerg-13158	291	9	-	-	ADJ
fuelectenerg-13158	291	10	linear	linear	ADJ
fuelectenerg-13158	291	11	relationships	relationship	NOUN
fuelectenerg-13158	291	12	and	and	CCONJ
fuelectenerg-13158	291	13	complex	complex	ADJ
fuelectenerg-13158	291	14	interactions	interaction	NOUN
fuelectenerg-13158	291	15	,	,	PUNCT
fuelectenerg-13158	291	16	making	make	VERB
fuelectenerg-13158	291	17	them	they	PRON
fuelectenerg-13158	291	18	ideal	ideal	ADJ
fuelectenerg-13158	291	19	for	for	ADP
fuelectenerg-13158	291	20	the	the	DET
fuelectenerg-13158	291	21	diverse	diverse	ADJ
fuelectenerg-13158	291	22	and	and	CCONJ
fuelectenerg-13158	291	23	intricate	intricate	ADJ
fuelectenerg-13158	291	24	data	datum	NOUN
fuelectenerg-13158	291	25	of	of	ADP
fuelectenerg-13158	291	26	the	the	DET
fuelectenerg-13158	291	27	restaurant	restaurant	NOUN
fuelectenerg-13158	291	28	industries	industry	NOUN
fuelectenerg-13158	291	29	.	.	PUNCT
fuelectenerg-13158	292	1	the	the	DET
fuelectenerg-13158	292	2	findings	finding	NOUN
fuelectenerg-13158	292	3	emphasize	emphasize	VERB
fuelectenerg-13158	292	4	the	the	DET
fuelectenerg-13158	292	5	importance	importance	NOUN
fuelectenerg-13158	292	6	of	of	ADP
fuelectenerg-13158	292	7	leveraging	leverage	VERB
fuelectenerg-13158	292	8	ml	ml	NOUN
fuelectenerg-13158	292	9	algorithms	algorithm	NOUN
fuelectenerg-13158	292	10	for	for	ADP
fuelectenerg-13158	292	11	restaurant	restaurant	NOUN
fuelectenerg-13158	292	12	data	datum	NOUN
fuelectenerg-13158	292	13	analysis	analysis	NOUN
fuelectenerg-13158	292	14	,	,	PUNCT
fuelectenerg-13158	292	15	as	as	SCONJ
fuelectenerg-13158	292	16	they	they	PRON
fuelectenerg-13158	292	17	can	can	AUX
fuelectenerg-13158	292	18	reveal	reveal	VERB
fuelectenerg-13158	292	19	hidden	hidden	ADJ
fuelectenerg-13158	292	20	patterns	pattern	NOUN
fuelectenerg-13158	292	21	,	,	PUNCT
fuelectenerg-13158	292	22	predict	predict	VERB
fuelectenerg-13158	292	23	customer	customer	NOUN
fuelectenerg-13158	292	24	preferences	preference	NOUN
fuelectenerg-13158	292	25	,	,	PUNCT
fuelectenerg-13158	292	26	and	and	CCONJ
fuelectenerg-13158	292	27	help	help	VERB
fuelectenerg-13158	292	28	optimize	optimize	VERB
fuelectenerg-13158	292	29	pricing	pricing	NOUN
fuelectenerg-13158	292	30	strategies	strategy	NOUN
fuelectenerg-13158	292	31	and	and	CCONJ
fuelectenerg-13158	292	32	operational	operational	ADJ
fuelectenerg-13158	292	33	efficiency	efficiency	NOUN
fuelectenerg-13158	292	34	.	.	PUNCT
fuelectenerg-13158	293	1	this	this	PRON
fuelectenerg-13158	293	2	has	have	VERB
fuelectenerg-13158	293	3	potential	potential	NOUN
fuelectenerg-13158	293	4	to	to	PART
fuelectenerg-13158	293	5	drive	drive	VERB
fuelectenerg-13158	293	6	sustainable	sustainable	ADJ
fuelectenerg-13158	293	7	growth	growth	NOUN
fuelectenerg-13158	293	8	and	and	CCONJ
fuelectenerg-13158	293	9	improve	improve	VERB
fuelectenerg-13158	293	10	profitability	profitability	NOUN
fuelectenerg-13158	293	11	for	for	ADP
fuelectenerg-13158	293	12	restaurants	restaurant	NOUN
fuelectenerg-13158	293	13	.	.	PUNCT
fuelectenerg-13158	294	1	looking	look	VERB
fuelectenerg-13158	294	2	ahead	ahead	ADV
fuelectenerg-13158	294	3	,	,	PUNCT
fuelectenerg-13158	294	4	future	future	ADJ
fuelectenerg-13158	294	5	research	research	NOUN
fuelectenerg-13158	294	6	can	can	AUX
fuelectenerg-13158	294	7	explore	explore	VERB
fuelectenerg-13158	294	8	the	the	DET
fuelectenerg-13158	294	9	integration	integration	NOUN
fuelectenerg-13158	294	10	of	of	ADP
fuelectenerg-13158	294	11	deep	deep	ADJ
fuelectenerg-13158	294	12	learning	learning	NOUN
fuelectenerg-13158	294	13	techniques	technique	NOUN
fuelectenerg-13158	294	14	for	for	ADP
fuelectenerg-13158	294	15	more	more	ADV
fuelectenerg-13158	294	16	accurate	accurate	ADJ
fuelectenerg-13158	294	17	predictions	prediction	NOUN
fuelectenerg-13158	294	18	,	,	PUNCT
fuelectenerg-13158	294	19	incorporate	incorporate	VERB
fuelectenerg-13158	294	20	real	real	ADJ
fuelectenerg-13158	294	21	-	-	PUNCT
fuelectenerg-13158	294	22	time	time	NOUN
fuelectenerg-13158	294	23	data	datum	NOUN
fuelectenerg-13158	294	24	for	for	ADP
fuelectenerg-13158	294	25	dynamic	dynamic	ADJ
fuelectenerg-13158	294	26	decision	decision	NOUN
fuelectenerg-13158	294	27	-	-	PUNCT
fuelectenerg-13158	294	28	making	making	NOUN
fuelectenerg-13158	294	29	,	,	PUNCT
fuelectenerg-13158	294	30	and	and	CCONJ
fuelectenerg-13158	294	31	apply	apply	VERB
fuelectenerg-13158	294	32	these	these	DET
fuelectenerg-13158	294	33	models	model	NOUN
fuelectenerg-13158	294	34	to	to	ADP
fuelectenerg-13158	294	35	other	other	ADJ
fuelectenerg-13158	294	36	regions	region	NOUN
fuelectenerg-13158	294	37	or	or	CCONJ
fuelectenerg-13158	294	38	global	global	ADJ
fuelectenerg-13158	294	39	datasets	dataset	NOUN
fuelectenerg-13158	294	40	for	for	ADP
fuelectenerg-13158	294	41	broader	broad	ADJ
fuelectenerg-13158	294	42	insights	insight	NOUN
fuelectenerg-13158	294	43	.	.	PUNCT
fuelectenerg-13158	295	1	additionally	additionally	ADV
fuelectenerg-13158	295	2	,	,	PUNCT
fuelectenerg-13158	295	3	incorporating	incorporate	VERB
fuelectenerg-13158	295	4	customer	customer	NOUN
fuelectenerg-13158	295	5	sentiment	sentiment	NOUN
fuelectenerg-13158	295	6	analysis	analysis	NOUN
fuelectenerg-13158	295	7	from	from	ADP
fuelectenerg-13158	295	8	social	social	ADJ
fuelectenerg-13158	295	9	media	medium	NOUN
fuelectenerg-13158	295	10	and	and	CCONJ
fuelectenerg-13158	295	11	review	review	NOUN
fuelectenerg-13158	295	12	platforms	platform	NOUN
fuelectenerg-13158	295	13	could	could	AUX
fuelectenerg-13158	295	14	provide	provide	VERB
fuelectenerg-13158	295	15	a	a	DET
fuelectenerg-13158	295	16	more	more	ADV
fuelectenerg-13158	295	17	comprehensive	comprehensive	ADJ
fuelectenerg-13158	295	18	view	view	NOUN
fuelectenerg-13158	295	19	of	of	ADP
fuelectenerg-13158	295	20	consumer	consumer	NOUN
fuelectenerg-13158	295	21	behavior	behavior	NOUN
fuelectenerg-13158	295	22	,	,	PUNCT
fuelectenerg-13158	295	23	further	far	ADV
fuelectenerg-13158	295	24	enhancing	enhance	VERB
fuelectenerg-13158	295	25	decision	decision	NOUN
fuelectenerg-13158	295	26	-	-	PUNCT
fuelectenerg-13158	295	27	making	making	NOUN
fuelectenerg-13158	295	28	for	for	ADP
fuelectenerg-13158	295	29	restaurant	restaurant	NOUN
fuelectenerg-13158	295	30	stakeholders	stakeholder	NOUN
fuelectenerg-13158	295	31	.	.	PUNCT
fuelectenerg-13158	296	1	references	reference	NOUN
fuelectenerg-13158	296	2	[	[	X
fuelectenerg-13158	296	3	1	1	X
fuelectenerg-13158	296	4	]	]	PUNCT
fuelectenerg-13158	296	5	j.	j.	PROPN
fuelectenerg-13158	296	6	n.	n.	PROPN
fuelectenerg-13158	296	7	bondevik	bondevik	PROPN
fuelectenerg-13158	296	8	,	,	PUNCT
fuelectenerg-13158	296	9	k.	k.	PROPN
fuelectenerg-13158	296	10	e.	e.	PROPN
fuelectenerg-13158	296	11	bennin	bennin	PROPN
fuelectenerg-13158	296	12	,	,	PUNCT
fuelectenerg-13158	296	13	o.	o.	PROPN
fuelectenerg-13158	296	14	babur	babur	PROPN
fuelectenerg-13158	296	15	and	and	CCONJ
fuelectenerg-13158	296	16	c.	c.	PROPN
fuelectenerg-13158	296	17	ersch	ersch	PROPN
fuelectenerg-13158	296	18	,	,	PUNCT
fuelectenerg-13158	296	19	"	"	PUNCT
fuelectenerg-13158	296	20	a	a	DET
fuelectenerg-13158	296	21	systematic	systematic	ADJ
fuelectenerg-13158	296	22	review	review	NOUN
fuelectenerg-13158	296	23	on	on	ADP
fuelectenerg-13158	296	24	food	food	NOUN
fuelectenerg-13158	296	25	recommender	recommender	NOUN
fuelectenerg-13158	296	26	systems	system	NOUN
fuelectenerg-13158	296	27	"	"	PUNCT
fuelectenerg-13158	296	28	,	,	PUNCT
fuelectenerg-13158	296	29	expert	expert	NOUN
fuelectenerg-13158	296	30	syst	syst	NOUN
fuelectenerg-13158	296	31	.	.	PUNCT
fuelectenerg-13158	297	1	appl	appl	PROPN
fuelectenerg-13158	297	2	.	.	PROPN
fuelectenerg-13158	297	3	,	,	PUNCT
fuelectenerg-13158	297	4	vol	vol	NOUN
fuelectenerg-13158	297	5	.	.	PROPN
fuelectenerg-13158	297	6	238	238	NUM
fuelectenerg-13158	297	7	,	,	PUNCT
fuelectenerg-13158	297	8	p.	p.	NOUN
fuelectenerg-13158	297	9	122166	122166	NUM
fuelectenerg-13158	297	10	,	,	PUNCT
fuelectenerg-13158	297	11	2024	2024	NUM
fuelectenerg-13158	297	12	.	.	PUNCT
fuelectenerg-13158	298	1	[	[	X
fuelectenerg-13158	298	2	2	2	X
fuelectenerg-13158	298	3	]	]	X
fuelectenerg-13158	298	4	d.	d.	PROPN
fuelectenerg-13158	298	5	pandey	pandey	PROPN
fuelectenerg-13158	298	6	and	and	CCONJ
fuelectenerg-13158	298	7	e.	e.	PROPN
fuelectenerg-13158	298	8	swati	swati	PROPN
fuelectenerg-13158	298	9	,	,	PUNCT
fuelectenerg-13158	298	10	"	"	PUNCT
fuelectenerg-13158	298	11	personalized	personalize	VERB
fuelectenerg-13158	298	12	dining	dining	NOUN
fuelectenerg-13158	298	13	experience	experience	NOUN
fuelectenerg-13158	298	14	:	:	PUNCT
fuelectenerg-13158	298	15	leveraging	leverage	VERB
fuelectenerg-13158	298	16	machine	machine	NOUN
fuelectenerg-13158	298	17	learning	learn	VERB
fuelectenerg-13158	298	18	for	for	ADP
fuelectenerg-13158	298	19	menu	menu	ADJ
fuelectenerg-13158	298	20	recommendations	recommendation	NOUN
fuelectenerg-13158	298	21	in	in	ADP
fuelectenerg-13158	298	22	foodtech	foodtech	NOUN
fuelectenerg-13158	298	23	application	application	NOUN
fuelectenerg-13158	298	24	"	"	PUNCT
fuelectenerg-13158	298	25	,	,	PUNCT
fuelectenerg-13158	298	26	int	int	PROPN
fuelectenerg-13158	298	27	.	.	PUNCT
fuelectenerg-13158	299	1	j.	j.	PROPN
fuelectenerg-13158	299	2	curr	curr	PROPN
fuelectenerg-13158	299	3	.	.	PUNCT
fuelectenerg-13158	300	1	sci	sci	PROPN
fuelectenerg-13158	300	2	.	.	PROPN
fuelectenerg-13158	300	3	,	,	PUNCT
fuelectenerg-13158	300	4	vol	vol	NOUN
fuelectenerg-13158	300	5	.	.	PROPN
fuelectenerg-13158	301	1	14	14	NUM
fuelectenerg-13158	301	2	,	,	PUNCT
fuelectenerg-13158	301	3	no	no	INTJ
fuelectenerg-13158	301	4	.	.	NOUN
fuelectenerg-13158	301	5	2	2	NUM
fuelectenerg-13158	301	6	,	,	PUNCT
fuelectenerg-13158	301	7	pp	pp	ADJ
fuelectenerg-13158	301	8	.	.	PUNCT
fuelectenerg-13158	302	1	32	32	NUM
fuelectenerg-13158	302	2	-	-	SYM
fuelectenerg-13158	302	3	38	38	NUM
fuelectenerg-13158	302	4	,	,	PUNCT
fuelectenerg-13158	302	5	2024	2024	NUM
fuelectenerg-13158	302	6	.	.	PUNCT
fuelectenerg-13158	303	1	[	[	X
fuelectenerg-13158	303	2	3	3	X
fuelectenerg-13158	303	3	]	]	PUNCT
fuelectenerg-13158	303	4	t.	t.	PROPN
fuelectenerg-13158	303	5	p.	p.	PROPN
fuelectenerg-13158	303	6	armand	armand	PROPN
fuelectenerg-13158	303	7	,	,	PUNCT
fuelectenerg-13158	303	8	k.	k.	PROPN
fuelectenerg-13158	303	9	a.	a.	PROPN
fuelectenerg-13158	303	10	nfor	nfor	PROPN
fuelectenerg-13158	303	11	,	,	PUNCT
fuelectenerg-13158	303	12	j.	j.	PROPN
fuelectenerg-13158	303	13	i.	i.	PROPN
fuelectenerg-13158	303	14	kim	kim	PROPN
fuelectenerg-13158	303	15	and	and	CCONJ
fuelectenerg-13158	303	16	h.	h.	PROPN
fuelectenerg-13158	303	17	c.	c.	PROPN
fuelectenerg-13158	303	18	kim	kim	PROPN
fuelectenerg-13158	303	19	,	,	PUNCT
fuelectenerg-13158	303	20	"	"	PUNCT
fuelectenerg-13158	303	21	applications	application	NOUN
fuelectenerg-13158	303	22	of	of	ADP
fuelectenerg-13158	303	23	artificial	artificial	ADJ
fuelectenerg-13158	303	24	intelligence	intelligence	NOUN
fuelectenerg-13158	303	25	,	,	PUNCT
fuelectenerg-13158	303	26	machine	machine	NOUN
fuelectenerg-13158	303	27	learning	learning	NOUN
fuelectenerg-13158	303	28	,	,	PUNCT
fuelectenerg-13158	303	29	and	and	CCONJ
fuelectenerg-13158	303	30	deep	deep	ADJ
fuelectenerg-13158	303	31	learning	learning	NOUN
fuelectenerg-13158	303	32	in	in	ADP
fuelectenerg-13158	303	33	nutrition	nutrition	NOUN
fuelectenerg-13158	303	34	:	:	PUNCT
fuelectenerg-13158	303	35	a	a	DET
fuelectenerg-13158	303	36	systematic	systematic	ADJ
fuelectenerg-13158	303	37	review	review	NOUN
fuelectenerg-13158	303	38	"	"	PUNCT
fuelectenerg-13158	303	39	,	,	PUNCT
fuelectenerg-13158	303	40	nutrients	nutrient	NOUN
fuelectenerg-13158	303	41	,	,	PUNCT
fuelectenerg-13158	303	42	vol	vol	NOUN
fuelectenerg-13158	303	43	.	.	PROPN
fuelectenerg-13158	303	44	16	16	NUM
fuelectenerg-13158	303	45	,	,	PUNCT
fuelectenerg-13158	303	46	p.	p.	NOUN
fuelectenerg-13158	303	47	1073	1073	NUM
fuelectenerg-13158	303	48	,	,	PUNCT
fuelectenerg-13158	303	49	2024	2024	NUM
fuelectenerg-13158	303	50	.	.	PUNCT
fuelectenerg-13158	304	1	[	[	X
fuelectenerg-13158	304	2	4	4	X
fuelectenerg-13158	304	3	]	]	PUNCT
fuelectenerg-13158	304	4	s.	s.	PROPN
fuelectenerg-13158	304	5	s.	s.	PROPN
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fuelectenerg-13158	304	7	and	and	CCONJ
fuelectenerg-13158	304	8	r.	r.	PROPN
fuelectenerg-13158	304	9	s.	s.	PROPN
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fuelectenerg-13158	304	11	,	,	PUNCT
fuelectenerg-13158	304	12	"	"	PUNCT
fuelectenerg-13158	304	13	predicting	predict	VERB
fuelectenerg-13158	304	14	rating	rating	NOUN
fuelectenerg-13158	304	15	of	of	ADP
fuelectenerg-13158	304	16	online	online	ADJ
fuelectenerg-13158	304	17	food	food	NOUN
fuelectenerg-13158	304	18	chain	chain	NOUN
fuelectenerg-13158	304	19	"	"	PUNCT
fuelectenerg-13158	304	20	,	,	PUNCT
fuelectenerg-13158	304	21	j.	j.	PROPN
fuelectenerg-13158	304	22	global	global	PROPN
fuelectenerg-13158	304	23	res	re	NOUN
fuelectenerg-13158	304	24	.	.	PUNCT
fuelectenerg-13158	305	1	comput	comput	NOUN
fuelectenerg-13158	305	2	.	.	PUNCT
fuelectenerg-13158	306	1	sci	sci	PROPN
fuelectenerg-13158	306	2	.	.	PROPN
fuelectenerg-13158	306	3	,	,	PUNCT
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fuelectenerg-13158	306	5	.	.	PROPN
fuelectenerg-13158	307	1	14	14	NUM
fuelectenerg-13158	307	2	,	,	PUNCT
fuelectenerg-13158	307	3	no	no	INTJ
fuelectenerg-13158	307	4	.	.	NOUN
fuelectenerg-13158	307	5	1	1	NUM
fuelectenerg-13158	307	6	,	,	PUNCT
fuelectenerg-13158	307	7	pp	pp	ADJ
fuelectenerg-13158	307	8	.	.	PUNCT
fuelectenerg-13158	308	1	1	1	NUM
fuelectenerg-13158	308	2	-	-	SYM
fuelectenerg-13158	308	3	9	9	NUM
fuelectenerg-13158	308	4	,	,	PUNCT
fuelectenerg-13158	308	5	2023	2023	NUM
fuelectenerg-13158	308	6	.	.	PUNCT
fuelectenerg-13158	309	1	374	374	NUM
fuelectenerg-13158	309	2	a.	a.	NOUN
fuelectenerg-13158	309	3	vaidhy	vaidhy	NOUN
fuelectenerg-13158	309	4	,	,	PUNCT
fuelectenerg-13158	309	5	d.	d.	PROPN
fuelectenerg-13158	309	6	batham	batham	PROPN
fuelectenerg-13158	309	7	,	,	PUNCT
fuelectenerg-13158	309	8	r.	r.	PROPN
fuelectenerg-13158	309	9	jain	jain	PROPN
fuelectenerg-13158	309	10	,	,	PUNCT
fuelectenerg-13158	309	11	a.	a.	NOUN
fuelectenerg-13158	309	12	manjhwar	manjhwar	NOUN
fuelectenerg-13158	310	1	[	[	X
fuelectenerg-13158	310	2	5	5	X
fuelectenerg-13158	310	3	]	]	PUNCT
fuelectenerg-13158	310	4	v.	v.	CCONJ
fuelectenerg-13158	310	5	khosla	khosla	PROPN
fuelectenerg-13158	310	6	and	and	CCONJ
fuelectenerg-13158	310	7	s.	s.	PROPN
fuelectenerg-13158	310	8	srinivasan	srinivasan	PROPN
fuelectenerg-13158	310	9	,	,	PUNCT
fuelectenerg-13158	310	10	"	"	PUNCT
fuelectenerg-13158	310	11	zomato	zomato	NOUN
fuelectenerg-13158	310	12	co	co	NOUN
fuelectenerg-13158	310	13	-	-	NOUN
fuelectenerg-13158	310	14	founder	founder	NOUN
fuelectenerg-13158	310	15	pankaj	pankaj	PROPN
fuelectenerg-13158	310	16	chaddah	chaddah	PROPN
fuelectenerg-13158	310	17	quits	quit	VERB
fuelectenerg-13158	310	18	as	as	SCONJ
fuelectenerg-13158	310	19	it	it	PRON
fuelectenerg-13158	310	20	shuffles	shuffle	VERB
fuelectenerg-13158	310	21	top	top	ADJ
fuelectenerg-13158	310	22	management	management	NOUN
fuelectenerg-13158	310	23	"	"	PUNCT
fuelectenerg-13158	310	24	,	,	PUNCT
fuelectenerg-13158	310	25	the	the	DET
fuelectenerg-13158	310	26	economic	economic	ADJ
fuelectenerg-13158	310	27	times	time	NOUN
fuelectenerg-13158	310	28	.	.	PUNCT
fuelectenerg-13158	311	1	last	last	ADJ
fuelectenerg-13158	311	2	update	update	NOUN
fuelectenerg-13158	311	3	:	:	PUNCT
fuelectenerg-13158	311	4	march	march	PROPN
fuelectenerg-13158	311	5	02	02	NUM
fuelectenerg-13158	311	6	,	,	PUNCT
fuelectenerg-13158	311	7	2018	2018	NUM
fuelectenerg-13158	311	8	,	,	PUNCT
fuelectenerg-13158	312	1	[	[	X
fuelectenerg-13158	312	2	online	online	X
fuelectenerg-13158	312	3	]	]	X
fuelectenerg-13158	312	4	.	.	PUNCT
fuelectenerg-13158	313	1	available	available	ADJ
fuelectenerg-13158	313	2	at	at	ADP
fuelectenerg-13158	313	3	:	:	PUNCT
fuelectenerg-13158	313	4	https://economictimes.indiatimes	https://economictimes.indiatime	NOUN
fuelectenerg-13158	313	5	.	.	PUNCT
fuelectenerg-13158	313	6	com	com	NOUN
fuelectenerg-13158	313	7	/	/	SYM
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fuelectenerg-13158	313	9	-	-	PUNCT
fuelectenerg-13158	313	10	biz	biz	NOUN
fuelectenerg-13158	313	11	/	/	SYM
fuelectenerg-13158	313	12	startups	startup	NOUN
fuelectenerg-13158	313	13	/	/	SYM
fuelectenerg-13158	313	14	newsbuzz	newsbuzz	PROPN
fuelectenerg-13158	313	15	/	/	SYM
fuelectenerg-13158	313	16	zomato	zomato	NOUN
fuelectenerg-13158	313	17	-	-	PUNCT
fuelectenerg-13158	313	18	co	co	NOUN
fuelectenerg-13158	313	19	-	-	NOUN
fuelectenerg-13158	313	20	founder	founder	NOUN
fuelectenerg-13158	313	21	-	-	PUNCT
fuelectenerg-13158	313	22	pankaj	pankaj	PROPN
fuelectenerg-13158	313	23	-	-	PUNCT
fuelectenerg-13158	313	24	chaddah	chaddah	NOUN
fuelectenerg-13158	313	25	-	-	PUNCT
fuelectenerg-13158	313	26	quits	quit	VERB
fuelectenerg-13158	313	27	-	-	PUNCT
fuelectenerg-13158	313	28	as	as	ADP
fuelectenerg-13158	313	29	-	-	PUNCT
fuelectenerg-13158	313	30	it	it	PRON
fuelectenerg-13158	313	31	-	-	PUNCT
fuelectenerg-13158	313	32	shuffles	shuffle	NOUN
fuelectenerg-13158	313	33	-	-	PUNCT
fuelectenerg-13158	313	34	top	top	ADJ
fuelectenerg-13158	313	35	-	-	PUNCT
fuelectenerg-13158	313	36	management/	management/	NOUN
fuelectenerg-13158	314	1	articleshow/63129470.cms	articleshow/63129470.cms	PROPN
fuelectenerg-13158	315	1	[	[	X
fuelectenerg-13158	315	2	6	6	NUM
fuelectenerg-13158	315	3	]	]	X
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fuelectenerg-13158	315	8	panwar	panwar	PROPN
fuelectenerg-13158	315	9	,	,	PUNCT
fuelectenerg-13158	315	10	s.	s.	PROPN
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fuelectenerg-13158	315	12	and	and	CCONJ
fuelectenerg-13158	315	13	g.	g.	PROPN
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fuelectenerg-13158	315	15	,	,	PUNCT
fuelectenerg-13158	315	16	"	"	PUNCT
fuelectenerg-13158	315	17	zomato	zomato	NOUN
fuelectenerg-13158	315	18	restaurants	restaurant	NOUN
fuelectenerg-13158	315	19	data	datum	NOUN
fuelectenerg-13158	315	20	analysis	analysis	NOUN
fuelectenerg-13158	315	21	using	use	VERB
fuelectenerg-13158	315	22	machine	machine	NOUN
fuelectenerg-13158	315	23	learning	learn	VERB
fuelectenerg-13158	315	24	algorithms	algorithm	NOUN
fuelectenerg-13158	315	25	"	"	PUNCT
fuelectenerg-13158	315	26	,	,	PUNCT
fuelectenerg-13158	315	27	j.	j.	PROPN
fuelectenerg-13158	315	28	emerg	emerg	PROPN
fuelectenerg-13158	315	29	.	.	PUNCT
fuelectenerg-13158	316	1	technol	technol	PROPN
fuelectenerg-13158	316	2	.	.	PUNCT
fuelectenerg-13158	316	3	innov	innov	PROPN
fuelectenerg-13158	316	4	.	.	PUNCT
fuelectenerg-13158	317	1	res	re	NOUN
fuelectenerg-13158	317	2	.	.	PROPN
fuelectenerg-13158	317	3	,	,	PUNCT
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fuelectenerg-13158	317	5	.	.	PROPN
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fuelectenerg-13158	317	7	,	,	PUNCT
fuelectenerg-13158	317	8	no	no	INTJ
fuelectenerg-13158	317	9	.	.	NOUN
fuelectenerg-13158	317	10	2	2	NUM
fuelectenerg-13158	317	11	,	,	PUNCT
fuelectenerg-13158	317	12	pp	pp	ADJ
fuelectenerg-13158	317	13	.	.	PUNCT
fuelectenerg-13158	318	1	1435	1435	NUM
fuelectenerg-13158	318	2	-	-	SYM
fuelectenerg-13158	318	3	1441	1441	NUM
fuelectenerg-13158	318	4	,	,	PUNCT
fuelectenerg-13158	318	5	2021	2021	NUM
fuelectenerg-13158	318	6	.	.	PUNCT
fuelectenerg-13158	319	1	[	[	X
fuelectenerg-13158	319	2	7	7	NUM
fuelectenerg-13158	319	3	]	]	PUNCT
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fuelectenerg-13158	319	5	panigrahi	panigrahi	NOUN
fuelectenerg-13158	319	6	,	,	PUNCT
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fuelectenerg-13158	319	11	shrinet	shrinet	PROPN
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fuelectenerg-13158	319	18	,	,	PUNCT
fuelectenerg-13158	319	19	"	"	PUNCT
fuelectenerg-13158	319	20	a	a	DET
fuelectenerg-13158	319	21	case	case	NOUN
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fuelectenerg-13158	319	23	on	on	ADP
fuelectenerg-13158	319	24	zomato	zomato	NOUN
fuelectenerg-13158	319	25	-	-	PUNCT
fuelectenerg-13158	319	26	the	the	DET
fuelectenerg-13158	319	27	online	online	ADJ
fuelectenerg-13158	319	28	foodking	foodking	NOUN
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fuelectenerg-13158	319	30	india	india	PROPN
fuelectenerg-13158	319	31	"	"	PUNCT
fuelectenerg-13158	319	32	,	,	PUNCT
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fuelectenerg-13158	319	34	manag	manag	PROPN
fuelectenerg-13158	319	35	.	.	PUNCT
fuelectenerg-13158	320	1	res	re	NOUN
fuelectenerg-13158	320	2	.	.	PUNCT
fuelectenerg-13158	321	1	anal	anal	PROPN
fuelectenerg-13158	321	2	.	.	PUNCT
fuelectenerg-13158	321	3	,	,	PUNCT
fuelectenerg-13158	321	4	vol	vol	NOUN
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fuelectenerg-13158	321	7	,	,	PUNCT
fuelectenerg-13158	321	8	no	no	INTJ
fuelectenerg-13158	321	9	.	.	NOUN
fuelectenerg-13158	321	10	1	1	NUM
fuelectenerg-13158	321	11	,	,	PUNCT
fuelectenerg-13158	321	12	pp	pp	ADJ
fuelectenerg-13158	321	13	.	.	PUNCT
fuelectenerg-13158	322	1	25	25	NUM
fuelectenerg-13158	322	2	-	-	SYM
fuelectenerg-13158	322	3	33	33	NUM
fuelectenerg-13158	322	4	,	,	PUNCT
fuelectenerg-13158	322	5	2020	2020	NUM
fuelectenerg-13158	322	6	.	.	PUNCT
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fuelectenerg-13158	323	2	8	8	NUM
fuelectenerg-13158	323	3	]	]	PUNCT
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fuelectenerg-13158	323	5	s.	s.	PROPN
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fuelectenerg-13158	323	7	,	,	PUNCT
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fuelectenerg-13158	323	15	"	"	PUNCT
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fuelectenerg-13158	323	19	data	datum	NOUN
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fuelectenerg-13158	323	21	in	in	ADP
fuelectenerg-13158	323	22	data	data	NOUN
fuelectenerg-13158	323	23	science	science	NOUN
fuelectenerg-13158	323	24	"	"	PUNCT
fuelectenerg-13158	323	25	,	,	PUNCT
fuelectenerg-13158	323	26	in	in	ADP
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fuelectenerg-13158	323	29	the	the	DET
fuelectenerg-13158	323	30	6th	6th	ADJ
fuelectenerg-13158	323	31	international	international	ADJ
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fuelectenerg-13158	323	33	on	on	ADP
fuelectenerg-13158	323	34	communication	communication	NOUN
fuelectenerg-13158	323	35	and	and	CCONJ
fuelectenerg-13158	323	36	electronics	electronic	NOUN
fuelectenerg-13158	323	37	systems	system	NOUN
fuelectenerg-13158	323	38	(	(	PUNCT
fuelectenerg-13158	323	39	icces	icce	NOUN
fuelectenerg-13158	323	40	)	)	PUNCT
fuelectenerg-13158	323	41	,	,	PUNCT
fuelectenerg-13158	323	42	coimbatore	coimbatore	PROPN
fuelectenerg-13158	323	43	,	,	PUNCT
fuelectenerg-13158	323	44	india	india	PROPN
fuelectenerg-13158	323	45	,	,	PUNCT
fuelectenerg-13158	323	46	2021	2021	NUM
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fuelectenerg-13158	323	49	.	.	PUNCT
fuelectenerg-13158	324	1	1457	1457	NUM
fuelectenerg-13158	324	2	-	-	SYM
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fuelectenerg-13158	325	1	[	[	X
fuelectenerg-13158	325	2	9	9	NUM
fuelectenerg-13158	325	3	]	]	SYM
fuelectenerg-13158	325	4	ibm	ibm	PROPN
fuelectenerg-13158	325	5	,	,	PUNCT
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fuelectenerg-13158	325	7	data	datum	NOUN
fuelectenerg-13158	325	8	analysis	analysis	NOUN
fuelectenerg-13158	325	9	,	,	PUNCT
fuelectenerg-13158	325	10	[	[	X
fuelectenerg-13158	325	11	online	online	X
fuelectenerg-13158	325	12	]	]	X
fuelectenerg-13158	325	13	.	.	PUNCT
fuelectenerg-13158	326	1	available	available	ADJ
fuelectenerg-13158	326	2	at	at	ADP
fuelectenerg-13158	326	3	:	:	PUNCT
fuelectenerg-13158	326	4	https://www.ibm.com/topics/exploratory-data-analysis	https://www.ibm.com/topics/exploratory-data-analysis	PROPN
fuelectenerg-13158	326	5	[	[	X
fuelectenerg-13158	326	6	10	10	NUM
fuelectenerg-13158	326	7	]	]	X
fuelectenerg-13158	326	8	geekforgeeks	geekforgeek	NOUN
fuelectenerg-13158	326	9	,	,	PUNCT
fuelectenerg-13158	326	10	what	what	PRON
fuelectenerg-13158	326	11	is	be	AUX
fuelectenerg-13158	326	12	exploratory	exploratory	ADJ
fuelectenerg-13158	326	13	data	datum	NOUN
fuelectenerg-13158	326	14	analysis	analysis	NOUN
fuelectenerg-13158	326	15	?	?	PUNCT
fuelectenerg-13158	326	16	,	,	PUNCT
fuelectenerg-13158	326	17	16	16	NUM
fuelectenerg-13158	326	18	may	may	PROPN
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fuelectenerg-13158	326	20	,	,	PUNCT
fuelectenerg-13158	326	21	[	[	X
fuelectenerg-13158	326	22	online	online	X
fuelectenerg-13158	326	23	]	]	X
fuelectenerg-13158	326	24	.	.	PUNCT
fuelectenerg-13158	327	1	available	available	ADJ
fuelectenerg-13158	327	2	at	at	ADP
fuelectenerg-13158	327	3	:	:	PUNCT
fuelectenerg-13158	327	4	https://www.geeksforgeeks.org/what-is-exploratory-data-analysis/	https://www.geeksforgeeks.org/what-is-exploratory-data-analysis/	PROPN
fuelectenerg-13158	328	1	[	[	X
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fuelectenerg-13158	328	3	]	]	X
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fuelectenerg-13158	328	8	,	,	PUNCT
fuelectenerg-13158	329	1	[	[	X
fuelectenerg-13158	329	2	online	online	X
fuelectenerg-13158	329	3	]	]	X
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fuelectenerg-13158	329	5	at	at	ADP
fuelectenerg-13158	329	6	:	:	PUNCT
fuelectenerg-13158	329	7	https://www.ibm.com/topics/linear-regression#:~:text=	https://www.ibm.com/topics/linear-regression#:~:text=	PROPN
fuelectenerg-13158	329	8	resources	resource	NOUN
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fuelectenerg-13158	329	14	12	12	NUM
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fuelectenerg-13158	329	18	reader	reader	NOUN
fuelectenerg-13158	329	19	,	,	PUNCT
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fuelectenerg-13158	329	21	tree	tree	NOUN
fuelectenerg-13158	329	22	regression	regression	NOUN
fuelectenerg-13158	329	23	explained	explain	VERB
fuelectenerg-13158	329	24	with	with	ADP
fuelectenerg-13158	329	25	implementation	implementation	NOUN
fuelectenerg-13158	329	26	in	in	ADP
fuelectenerg-13158	329	27	python	python	PROPN
fuelectenerg-13158	329	28	,	,	PUNCT
fuelectenerg-13158	329	29	medium	medium	NOUN
fuelectenerg-13158	329	30	,	,	PUNCT
fuelectenerg-13158	329	31	19	19	NUM
fuelectenerg-13158	329	32	oct	oct	NOUN
fuelectenerg-13158	329	33	.	.	PROPN
fuelectenerg-13158	329	34	2021	2021	NUM
fuelectenerg-13158	329	35	,	,	PUNCT
fuelectenerg-13158	330	1	[	[	X
fuelectenerg-13158	330	2	online	online	X
fuelectenerg-13158	330	3	]	]	X
fuelectenerg-13158	330	4	.	.	PUNCT
fuelectenerg-13158	331	1	available	available	ADJ
fuelectenerg-13158	331	2	at	at	ADP
fuelectenerg-13158	331	3	:	:	PUNCT
fuelectenerg-13158	331	4	https://medium.com/@theclickreader/decision-tree-regression-explainedwith-implementation-in-python-1e6e48aa7a47	https://medium.com/@theclickreader/decision-tree-regression-explainedwith-implementation-in-python-1e6e48aa7a47	PROPN
fuelectenerg-13158	332	1	[	[	X
fuelectenerg-13158	332	2	13	13	NUM
fuelectenerg-13158	332	3	]	]	PUNCT
fuelectenerg-13158	332	4	s.	s.	PROPN
fuelectenerg-13158	332	5	a.	a.	PROPN
fuelectenerg-13158	332	6	fitriani	fitriani	PROPN
fuelectenerg-13158	332	7	,	,	PUNCT
fuelectenerg-13158	332	8	y.	y.	PROPN
fuelectenerg-13158	332	9	astuti	astuti	PROPN
fuelectenerg-13158	332	10	and	and	CCONJ
fuelectenerg-13158	332	11	i.	i.	PROPN
fuelectenerg-13158	332	12	r.	r.	PROPN
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fuelectenerg-13158	332	14	,	,	PUNCT
fuelectenerg-13158	332	15	"	"	PUNCT
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fuelectenerg-13158	332	17	absolute	absolute	ADJ
fuelectenerg-13158	332	18	shrinkage	shrinkage	NOUN
fuelectenerg-13158	332	19	and	and	CCONJ
fuelectenerg-13158	332	20	selection	selection	NOUN
fuelectenerg-13158	332	21	operator	operator	NOUN
fuelectenerg-13158	332	22	(	(	PUNCT
fuelectenerg-13158	332	23	lasso	lasso	PROPN
fuelectenerg-13158	332	24	)	)	PUNCT
fuelectenerg-13158	332	25	and	and	CCONJ
fuelectenerg-13158	332	26	k	k	X
fuelectenerg-13158	332	27	-	-	PUNCT
fuelectenerg-13158	332	28	nearest	near	ADJ
fuelectenerg-13158	332	29	neighbors	neighbor	NOUN
fuelectenerg-13158	332	30	(	(	PUNCT
fuelectenerg-13158	332	31	k	k	X
fuelectenerg-13158	332	32	-	-	PUNCT
fuelectenerg-13158	332	33	nn	nn	ADJ
fuelectenerg-13158	332	34	)	)	PUNCT
fuelectenerg-13158	332	35	algorithm	algorithm	NOUN
fuelectenerg-13158	332	36	analysis	analysis	NOUN
fuelectenerg-13158	332	37	based	base	VERB
fuelectenerg-13158	332	38	on	on	ADP
fuelectenerg-13158	332	39	feature	feature	NOUN
fuelectenerg-13158	332	40	selection	selection	NOUN
fuelectenerg-13158	332	41	for	for	ADP
fuelectenerg-13158	332	42	diamond	diamond	NOUN
fuelectenerg-13158	332	43	price	price	NOUN
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fuelectenerg-13158	332	45	"	"	PUNCT
fuelectenerg-13158	332	46	,	,	PUNCT
fuelectenerg-13158	332	47	in	in	ADP
fuelectenerg-13158	332	48	proceedings	proceeding	NOUN
fuelectenerg-13158	332	49	of	of	ADP
fuelectenerg-13158	332	50	the	the	DET
fuelectenerg-13158	332	51	international	international	ADJ
fuelectenerg-13158	332	52	seminar	seminar	NOUN
fuelectenerg-13158	332	53	on	on	ADP
fuelectenerg-13158	332	54	machine	machine	NOUN
fuelectenerg-13158	332	55	learning	learning	NOUN
fuelectenerg-13158	332	56	,	,	PUNCT
fuelectenerg-13158	332	57	optimization	optimization	NOUN
fuelectenerg-13158	332	58	,	,	PUNCT
fuelectenerg-13158	332	59	and	and	CCONJ
fuelectenerg-13158	332	60	data	datum	NOUN
fuelectenerg-13158	332	61	science	science	NOUN
fuelectenerg-13158	332	62	(	(	PUNCT
fuelectenerg-13158	332	63	ismode	ismode	NOUN
fuelectenerg-13158	332	64	)	)	PUNCT
fuelectenerg-13158	332	65	,	,	PUNCT
fuelectenerg-13158	332	66	jakarta	jakarta	PROPN
fuelectenerg-13158	332	67	,	,	PUNCT
fuelectenerg-13158	332	68	indonesia	indonesia	PROPN
fuelectenerg-13158	332	69	,	,	PUNCT
fuelectenerg-13158	332	70	2022	2022	NUM
fuelectenerg-13158	332	71	,	,	PUNCT
fuelectenerg-13158	332	72	pp	pp	ADJ
fuelectenerg-13158	332	73	.	.	PUNCT
fuelectenerg-13158	333	1	135	135	NUM
fuelectenerg-13158	333	2	-	-	SYM
fuelectenerg-13158	333	3	139	139	NUM
fuelectenerg-13158	333	4	.	.	PUNCT
fuelectenerg-13158	334	1	[	[	X
fuelectenerg-13158	334	2	14	14	NUM
fuelectenerg-13158	334	3	]	]	X
fuelectenerg-13158	334	4	ibm	ibm	PROPN
fuelectenerg-13158	334	5	,	,	PUNCT
fuelectenerg-13158	334	6	lasso	lasso	NOUN
fuelectenerg-13158	334	7	regression	regression	NOUN
fuelectenerg-13158	334	8	,	,	PUNCT
fuelectenerg-13158	334	9	18	18	NUM
fuelectenerg-13158	334	10	january	january	NOUN
fuelectenerg-13158	334	11	2024	2024	NUM
fuelectenerg-13158	334	12	,	,	PUNCT
fuelectenerg-13158	334	13	[	[	X
fuelectenerg-13158	334	14	online	online	X
fuelectenerg-13158	334	15	]	]	X
fuelectenerg-13158	334	16	.	.	PUNCT
fuelectenerg-13158	335	1	available	available	ADJ
fuelectenerg-13158	335	2	at	at	ADP
fuelectenerg-13158	335	3	:	:	PUNCT
fuelectenerg-13158	335	4	https://www.ibm.com/topics/lasso-regression	https://www.ibm.com/topics/lasso-regression	NOUN
fuelectenerg-13158	336	1	[	[	X
fuelectenerg-13158	336	2	15	15	NUM
fuelectenerg-13158	336	3	]	]	X
fuelectenerg-13158	336	4	shina	shina	PROPN
fuelectenerg-13158	336	5	,	,	PUNCT
fuelectenerg-13158	336	6	s.	s.	PROPN
fuelectenerg-13158	336	7	sharma	sharma	PROPN
fuelectenerg-13158	336	8	and	and	CCONJ
fuelectenerg-13158	336	9	a.	a.	PROPN
fuelectenerg-13158	336	10	singla	singla	PROPN
fuelectenerg-13158	336	11	,	,	PUNCT
fuelectenerg-13158	336	12	"	"	PUNCT
fuelectenerg-13158	336	13	a	a	DET
fuelectenerg-13158	336	14	study	study	NOUN
fuelectenerg-13158	336	15	of	of	ADP
fuelectenerg-13158	336	16	tree	tree	NOUN
fuelectenerg-13158	336	17	-	-	PUNCT
fuelectenerg-13158	336	18	based	base	VERB
fuelectenerg-13158	336	19	machine	machine	NOUN
fuelectenerg-13158	336	20	learning	learn	VERB
fuelectenerg-13158	336	21	techniques	technique	NOUN
fuelectenerg-13158	336	22	for	for	ADP
fuelectenerg-13158	336	23	restaurant	restaurant	NOUN
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fuelectenerg-13158	336	25	"	"	PUNCT
fuelectenerg-13158	336	26	.	.	PUNCT
fuelectenerg-13158	337	1	in	in	ADP
fuelectenerg-13158	337	2	proceedings	proceeding	NOUN
fuelectenerg-13158	337	3	of	of	ADP
fuelectenerg-13158	337	4	the	the	DET
fuelectenerg-13158	337	5	4th	4th	ADJ
fuelectenerg-13158	337	6	international	international	ADJ
fuelectenerg-13158	337	7	conference	conference	NOUN
fuelectenerg-13158	337	8	on	on	ADP
fuelectenerg-13158	337	9	computing	compute	VERB
fuelectenerg-13158	337	10	communication	communication	NOUN
fuelectenerg-13158	337	11	and	and	CCONJ
fuelectenerg-13158	337	12	automation	automation	NOUN
fuelectenerg-13158	337	13	(	(	PUNCT
fuelectenerg-13158	337	14	iccca	iccca	NOUN
fuelectenerg-13158	337	15	)	)	PUNCT
fuelectenerg-13158	337	16	,	,	PUNCT
fuelectenerg-13158	337	17	greater	great	ADJ
fuelectenerg-13158	337	18	noida	noida	PROPN
fuelectenerg-13158	337	19	,	,	PUNCT
fuelectenerg-13158	337	20	india	india	PROPN
fuelectenerg-13158	337	21	,	,	PUNCT
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fuelectenerg-13158	337	23	,	,	PUNCT
fuelectenerg-13158	337	24	pp	pp	ADJ
fuelectenerg-13158	337	25	.	.	PUNCT
fuelectenerg-13158	338	1	1	1	NUM
fuelectenerg-13158	338	2	-	-	SYM
fuelectenerg-13158	338	3	4	4	NUM
fuelectenerg-13158	338	4	.	.	PUNCT
fuelectenerg-13158	339	1	[	[	X
fuelectenerg-13158	339	2	16	16	NUM
fuelectenerg-13158	339	3	]	]	PUNCT
fuelectenerg-13158	339	4	a.	a.	NOUN
fuelectenerg-13158	339	5	kulkarni	kulkarni	PROPN
fuelectenerg-13158	339	6	,	,	PUNCT
fuelectenerg-13158	339	7	d.	d.	PROPN
fuelectenerg-13158	339	8	bhandari	bhandari	PROPN
fuelectenerg-13158	339	9	and	and	CCONJ
fuelectenerg-13158	339	10	s.	s.	PROPN
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fuelectenerg-13158	339	12	,	,	PUNCT
fuelectenerg-13158	339	13	"	"	PUNCT
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fuelectenerg-13158	339	15	rating	rating	NOUN
fuelectenerg-13158	339	16	prediction	prediction	NOUN
fuelectenerg-13158	339	17	using	use	VERB
fuelectenerg-13158	339	18	machine	machine	NOUN
fuelectenerg-13158	339	19	learning	learn	VERB
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fuelectenerg-13158	339	21	"	"	PUNCT
fuelectenerg-13158	339	22	,	,	PUNCT
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fuelectenerg-13158	339	24	.	.	PUNCT
fuelectenerg-13158	340	1	j.	j.	PROPN
fuelectenerg-13158	340	2	comput	comput	PROPN
fuelectenerg-13158	340	3	.	.	PUNCT
fuelectenerg-13158	341	1	appl	appl	PROPN
fuelectenerg-13158	341	2	.	.	PUNCT
fuelectenerg-13158	342	1	technol	technol	PROPN
fuelectenerg-13158	342	2	.	.	PUNCT
fuelectenerg-13158	343	1	res	res	PROPN
fuelectenerg-13158	343	2	.	.	PROPN
fuelectenerg-13158	343	3	,	,	PUNCT
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fuelectenerg-13158	343	5	.	.	PROPN
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fuelectenerg-13158	343	9	.	.	NOUN
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fuelectenerg-13158	343	11	,	,	PUNCT
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fuelectenerg-13158	343	13	.	.	PUNCT
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fuelectenerg-13158	344	2	-	-	SYM
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fuelectenerg-13158	344	4	,	,	PUNCT
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fuelectenerg-13158	344	6	.	.	PUNCT
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fuelectenerg-13158	345	6	,	,	PUNCT
fuelectenerg-13158	345	7	t.	t.	PROPN
fuelectenerg-13158	345	8	anwar	anwar	PROPN
fuelectenerg-13158	345	9	and	and	CCONJ
fuelectenerg-13158	345	10	s.	s.	PROPN
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fuelectenerg-13158	345	12	,	,	PUNCT
fuelectenerg-13158	345	13	"	"	PUNCT
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fuelectenerg-13158	345	22	and	and	CCONJ
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fuelectenerg-13158	345	26	"	"	PUNCT
fuelectenerg-13158	345	27	,	,	PUNCT
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fuelectenerg-13158	345	31	.	.	PUNCT
fuelectenerg-13158	345	32	:	:	PUNCT
fuelectenerg-13158	346	1	x	x	X
fuelectenerg-13158	346	2	,	,	PUNCT
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fuelectenerg-13158	347	15	’	'	PUNCT
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fuelectenerg-13158	348	9	beura	beura	PROPN
fuelectenerg-13158	348	10	,	,	PUNCT
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fuelectenerg-13158	348	12	siddique	siddique	PROPN
fuelectenerg-13158	348	13	and	and	CCONJ
fuelectenerg-13158	348	14	s.	s.	PROPN
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fuelectenerg-13158	348	23	based	base	VERB
fuelectenerg-13158	348	24	on	on	ADP
fuelectenerg-13158	348	25	machine	machine	NOUN
fuelectenerg-13158	348	26	learning	learn	VERB
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fuelectenerg-13158	348	29	"	"	PUNCT
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fuelectenerg-13158	348	33	.	.	PUNCT
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fuelectenerg-13158	349	2	.	.	PUNCT
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fuelectenerg-13158	350	2	.	.	PROPN
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fuelectenerg-13158	350	13	.	.	PUNCT
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fuelectenerg-13158	351	2	-	-	SYM
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fuelectenerg-13158	351	6	.	.	PUNCT
fuelectenerg-13158	352	1	[	[	X
fuelectenerg-13158	352	2	20	20	NUM
fuelectenerg-13158	352	3	]	]	PUNCT
fuelectenerg-13158	353	1	s.	s.	PROPN
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fuelectenerg-13158	353	9	,	,	PUNCT
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fuelectenerg-13158	353	13	recognition	recognition	NOUN
fuelectenerg-13158	353	14	using	use	VERB
fuelectenerg-13158	353	15	cnn	cnn	PROPN
fuelectenerg-13158	353	16	"	"	PUNCT
fuelectenerg-13158	353	17	,	,	PUNCT
fuelectenerg-13158	353	18	int	int	PROPN
fuelectenerg-13158	353	19	.	.	PUNCT
fuelectenerg-13158	354	1	j.	j.	PROPN
fuelectenerg-13158	354	2	res	res	PROPN
fuelectenerg-13158	354	3	.	.	PROPN
fuelectenerg-13158	355	1	publ	publ	PROPN
fuelectenerg-13158	355	2	.	.	PUNCT
fuelectenerg-13158	356	1	rev	rev	PROPN
fuelectenerg-13158	356	2	.	.	PROPN
fuelectenerg-13158	356	3	,	,	PUNCT
fuelectenerg-13158	356	4	vol	vol	NOUN
fuelectenerg-13158	356	5	.	.	PROPN
fuelectenerg-13158	356	6	5	5	NUM
fuelectenerg-13158	356	7	,	,	PUNCT
fuelectenerg-13158	356	8	no	no	INTJ
fuelectenerg-13158	356	9	.	.	NOUN
fuelectenerg-13158	356	10	5	5	NUM
fuelectenerg-13158	356	11	,	,	PUNCT
fuelectenerg-13158	356	12	pp	pp	ADJ
fuelectenerg-13158	356	13	.	.	PUNCT
fuelectenerg-13158	357	1	5092	5092	NUM
fuelectenerg-13158	357	2	-	-	SYM
fuelectenerg-13158	357	3	5097	5097	NUM
fuelectenerg-13158	357	4	,	,	PUNCT
fuelectenerg-13158	357	5	may	may	AUX
fuelectenerg-13158	357	6	2024	2024	NUM
fuelectenerg-13158	357	7	.	.	PUNCT
fuelectenerg-13158	358	1	[	[	X
fuelectenerg-13158	358	2	21	21	NUM
fuelectenerg-13158	358	3	]	]	X
fuelectenerg-13158	358	4	r.	r.	PROPN
fuelectenerg-13158	358	5	n.	n.	PROPN
fuelectenerg-13158	358	6	patil	patil	PROPN
fuelectenerg-13158	358	7	,	,	PUNCT
fuelectenerg-13158	358	8	y.	y.	PROPN
fuelectenerg-13158	358	9	p.	p.	PROPN
fuelectenerg-13158	358	10	singh	singh	PROPN
fuelectenerg-13158	358	11	,	,	PUNCT
fuelectenerg-13158	358	12	s.	s.	PROPN
fuelectenerg-13158	358	13	a.	a.	PROPN
fuelectenerg-13158	358	14	rawandale	rawandale	PROPN
fuelectenerg-13158	358	15	and	and	CCONJ
fuelectenerg-13158	358	16	s.	s.	PROPN
fuelectenerg-13158	358	17	singh	singh	PROPN
fuelectenerg-13158	358	18	,	,	PUNCT
fuelectenerg-13158	358	19	"	"	PUNCT
fuelectenerg-13158	358	20	improving	improve	VERB
fuelectenerg-13158	358	21	sentiment	sentiment	NOUN
fuelectenerg-13158	358	22	classification	classification	NOUN
fuelectenerg-13158	358	23	on	on	ADP
fuelectenerg-13158	358	24	restaurant	restaurant	NOUN
fuelectenerg-13158	358	25	reviews	review	NOUN
fuelectenerg-13158	358	26	using	use	VERB
fuelectenerg-13158	358	27	deep	deep	ADJ
fuelectenerg-13158	358	28	learning	learning	NOUN
fuelectenerg-13158	358	29	models	model	NOUN
fuelectenerg-13158	358	30	"	"	PUNCT
fuelectenerg-13158	358	31	,	,	PUNCT
fuelectenerg-13158	358	32	in	in	ADP
fuelectenerg-13158	358	33	proceedings	proceeding	NOUN
fuelectenerg-13158	358	34	of	of	ADP
fuelectenerg-13158	358	35	international	international	ADJ
fuelectenerg-13158	358	36	conference	conference	NOUN
fuelectenerg-13158	358	37	on	on	ADP
fuelectenerg-13158	358	38	machine	machine	NOUN
fuelectenerg-13158	358	39	learning	learning	NOUN
fuelectenerg-13158	358	40	and	and	CCONJ
fuelectenerg-13158	358	41	engineering	engineering	NOUN
fuelectenerg-13158	358	42	(	(	PUNCT
fuelectenerg-13158	358	43	icmlde	icmlde	ADJ
fuelectenerg-13158	358	44	2023	2023	NUM
fuelectenerg-13158	358	45	)	)	PUNCT
fuelectenerg-13158	358	46	,	,	PUNCT
fuelectenerg-13158	358	47	procedia	procedia	NOUN
fuelectenerg-13158	358	48	computer	computer	NOUN
fuelectenerg-13158	358	49	science	science	NOUN
fuelectenerg-13158	358	50	,	,	PUNCT
fuelectenerg-13158	358	51	2024	2024	NUM
fuelectenerg-13158	358	52	,	,	PUNCT
fuelectenerg-13158	358	53	vol	vol	NOUN
fuelectenerg-13158	358	54	.	.	PROPN
fuelectenerg-13158	358	55	235	235	NUM
fuelectenerg-13158	358	56	,	,	PUNCT
fuelectenerg-13158	358	57	pp	pp	ADJ
fuelectenerg-13158	358	58	.	.	PUNCT
fuelectenerg-13158	359	1	3246	3246	NUM
fuelectenerg-13158	359	2	-	-	SYM
fuelectenerg-13158	359	3	3256	3256	NUM
fuelectenerg-13158	359	4	.	.	PUNCT
fuelectenerg-13158	360	1	[	[	X
fuelectenerg-13158	360	2	22	22	NUM
fuelectenerg-13158	360	3	]	]	X
fuelectenerg-13158	360	4	b.	b.	PROPN
fuelectenerg-13158	360	5	shah	shah	PROPN
fuelectenerg-13158	360	6	,	,	PUNCT
fuelectenerg-13158	360	7	p.	p.	NOUN
fuelectenerg-13158	360	8	kanani	kanani	PROPN
fuelectenerg-13158	360	9	,	,	PUNCT
fuelectenerg-13158	360	10	p.	p.	PROPN
fuelectenerg-13158	360	11	joshi	joshi	PROPN
fuelectenerg-13158	360	12	,	,	PUNCT
fuelectenerg-13158	360	13	g.	g.	PROPN
fuelectenerg-13158	360	14	pandya	pandya	PROPN
fuelectenerg-13158	360	15	,	,	PUNCT
fuelectenerg-13158	360	16	d.	d.	PROPN
fuelectenerg-13158	360	17	kulkarni	kulkarni	PROPN
fuelectenerg-13158	360	18	,	,	PUNCT
fuelectenerg-13158	360	19	n.	n.	PROPN
fuelectenerg-13158	360	20	patil	patil	PROPN
fuelectenerg-13158	360	21	and	and	CCONJ
fuelectenerg-13158	360	22	l.	l.	PROPN
fuelectenerg-13158	360	23	kurup	kurup	PROPN
fuelectenerg-13158	360	24	,	,	PUNCT
fuelectenerg-13158	360	25	"	"	PUNCT
fuelectenerg-13158	360	26	traditional	traditional	ADJ
fuelectenerg-13158	360	27	indian	indian	ADJ
fuelectenerg-13158	360	28	food	food	NOUN
fuelectenerg-13158	360	29	classification	classification	NOUN
fuelectenerg-13158	360	30	using	use	VERB
fuelectenerg-13158	360	31	shallow	shallow	ADJ
fuelectenerg-13158	360	32	convolutional	convolutional	ADJ
fuelectenerg-13158	360	33	neural	neural	ADJ
fuelectenerg-13158	360	34	network	network	NOUN
fuelectenerg-13158	360	35	"	"	PUNCT
fuelectenerg-13158	360	36	,	,	PUNCT
fuelectenerg-13158	360	37	int	int	PROPN
fuelectenerg-13158	360	38	.	.	PUNCT
fuelectenerg-13158	361	1	j.	j.	PROPN
fuelectenerg-13158	361	2	intell	intell	PROPN
fuelectenerg-13158	361	3	.	.	PUNCT
fuelectenerg-13158	362	1	syst	syst	PROPN
fuelectenerg-13158	362	2	.	.	PUNCT
fuelectenerg-13158	363	1	appl	appl	PROPN
fuelectenerg-13158	363	2	.	.	PUNCT
fuelectenerg-13158	364	1	eng	eng	PROPN
fuelectenerg-13158	364	2	.	.	PROPN
fuelectenerg-13158	364	3	,	,	PUNCT
fuelectenerg-13158	364	4	vol	vol	NOUN
fuelectenerg-13158	364	5	.	.	PROPN
fuelectenerg-13158	364	6	12	12	NUM
fuelectenerg-13158	364	7	,	,	PUNCT
fuelectenerg-13158	364	8	pp	pp	ADJ
fuelectenerg-13158	364	9	.	.	PUNCT
fuelectenerg-13158	365	1	769	769	NUM
fuelectenerg-13158	365	2	-	-	NUM
fuelectenerg-13158	365	3	774	774	NUM
fuelectenerg-13158	365	4	,	,	PUNCT
fuelectenerg-13158	365	5	2024	2024	NUM
fuelectenerg-13158	365	6	.	.	PUNCT
fuelectenerg-13158	366	1	[	[	X
fuelectenerg-13158	366	2	23	23	NUM
fuelectenerg-13158	366	3	]	]	X
fuelectenerg-13158	366	4	r.	r.	PROPN
fuelectenerg-13158	366	5	agarwal	agarwal	PROPN
fuelectenerg-13158	366	6	,	,	PUNCT
fuelectenerg-13158	366	7	t.	t.	PROPN
fuelectenerg-13158	366	8	choudhury	choudhury	PROPN
fuelectenerg-13158	366	9	,	,	PUNCT
fuelectenerg-13158	366	10	n.	n.	PROPN
fuelectenerg-13158	366	11	j.	j.	PROPN
fuelectenerg-13158	366	12	ahuja	ahuja	PROPN
fuelectenerg-13158	366	13	and	and	CCONJ
fuelectenerg-13158	366	14	t.	t.	PROPN
fuelectenerg-13158	366	15	sarkar	sarkar	PROPN
fuelectenerg-13158	366	16	,	,	PUNCT
fuelectenerg-13158	366	17	"	"	PUNCT
fuelectenerg-13158	366	18	inidanfoodnet	inidanfoodnet	NOUN
fuelectenerg-13158	366	19	:	:	PUNCT
fuelectenerg-13158	366	20	detecting	detect	VERB
fuelectenerg-13158	366	21	indian	indian	ADJ
fuelectenerg-13158	366	22	food	food	NOUN
fuelectenerg-13158	366	23	items	item	NOUN
fuelectenerg-13158	366	24	using	use	VERB
fuelectenerg-13158	366	25	deep	deep	ADJ
fuelectenerg-13158	366	26	learning	learning	NOUN
fuelectenerg-13158	366	27	"	"	PUNCT
fuelectenerg-13158	366	28	,	,	PUNCT
fuelectenerg-13158	366	29	int	int	PROPN
fuelectenerg-13158	366	30	.	.	PUNCT
fuelectenerg-13158	367	1	j.	j.	PROPN
fuelectenerg-13158	367	2	comput	comput	PROPN
fuelectenerg-13158	367	3	.	.	PUNCT
fuelectenerg-13158	368	1	methods	method	NOUN
fuelectenerg-13158	368	2	exp	exp	PROPN
fuelectenerg-13158	368	3	.	.	PUNCT
fuelectenerg-13158	369	1	meas	meas	PROPN
fuelectenerg-13158	369	2	.	.	PUNCT
fuelectenerg-13158	370	1	,	,	PUNCT
fuelectenerg-13158	370	2	vol	vol	NOUN
fuelectenerg-13158	370	3	.	.	PROPN
fuelectenerg-13158	371	1	11	11	NUM
fuelectenerg-13158	371	2	,	,	PUNCT
fuelectenerg-13158	371	3	no	no	INTJ
fuelectenerg-13158	371	4	.	.	NOUN
fuelectenerg-13158	371	5	4	4	NUM
fuelectenerg-13158	371	6	,	,	PUNCT
fuelectenerg-13158	371	7	pp	pp	ADJ
fuelectenerg-13158	371	8	.	.	PUNCT
fuelectenerg-13158	372	1	221	221	NUM
fuelectenerg-13158	372	2	-	-	SYM
fuelectenerg-13158	372	3	232	232	NUM
fuelectenerg-13158	372	4	,	,	PUNCT
fuelectenerg-13158	372	5	dec	dec	PROPN
fuelectenerg-13158	372	6	2023	2023	NUM
fuelectenerg-13158	372	7	.	.	PUNCT
fuelectenerg-13158	373	1	[	[	X
fuelectenerg-13158	373	2	24	24	NUM
fuelectenerg-13158	373	3	]	]	X
fuelectenerg-13158	373	4	s.	s.	PROPN
fuelectenerg-13158	373	5	somashekar	somashekar	PROPN
fuelectenerg-13158	373	6	and	and	CCONJ
fuelectenerg-13158	373	7	s.	s.	PROPN
fuelectenerg-13158	373	8	mallesh	mallesh	PROPN
fuelectenerg-13158	373	9	,	,	PUNCT
fuelectenerg-13158	373	10	"	"	PUNCT
fuelectenerg-13158	373	11	restaurant	restaurant	NOUN
fuelectenerg-13158	373	12	rating	rating	NOUN
fuelectenerg-13158	373	13	prediction	prediction	NOUN
fuelectenerg-13158	373	14	using	use	VERB
fuelectenerg-13158	373	15	regression	regression	NOUN
fuelectenerg-13158	373	16	"	"	PUNCT
fuelectenerg-13158	373	17	,	,	PUNCT
fuelectenerg-13158	373	18	in	in	ADP
fuelectenerg-13158	373	19	proceedings	proceeding	NOUN
fuelectenerg-13158	373	20	of	of	ADP
fuelectenerg-13158	373	21	the	the	DET
fuelectenerg-13158	373	22	5th	5th	ADJ
fuelectenerg-13158	373	23	international	international	ADJ
fuelectenerg-13158	373	24	conference	conference	NOUN
fuelectenerg-13158	373	25	on	on	ADP
fuelectenerg-13158	373	26	electronics	electronic	NOUN
fuelectenerg-13158	373	27	,	,	PUNCT
fuelectenerg-13158	373	28	communication	communication	NOUN
fuelectenerg-13158	373	29	and	and	CCONJ
fuelectenerg-13158	373	30	aerospace	aerospace	NOUN
fuelectenerg-13158	373	31	technology	technology	NOUN
fuelectenerg-13158	373	32	,	,	PUNCT
fuelectenerg-13158	373	33	coimbatore	coimbatore	PROPN
fuelectenerg-13158	373	34	,	,	PUNCT
fuelectenerg-13158	373	35	india	india	PROPN
fuelectenerg-13158	373	36	,	,	PUNCT
fuelectenerg-13158	373	37	2021	2021	NUM
fuelectenerg-13158	373	38	,	,	PUNCT
fuelectenerg-13158	373	39	pp	pp	ADJ
fuelectenerg-13158	373	40	.	.	PUNCT
fuelectenerg-13158	374	1	1139	1139	NUM
fuelectenerg-13158	374	2	-	-	SYM
fuelectenerg-13158	374	3	1144	1144	NUM
fuelectenerg-13158	374	4	.	.	PUNCT
fuelectenerg-13158	375	1	[	[	X
fuelectenerg-13158	375	2	25	25	NUM
fuelectenerg-13158	375	3	]	]	X
fuelectenerg-13158	375	4	r.	r.	PROPN
fuelectenerg-13158	375	5	jain	jain	PROPN
fuelectenerg-13158	375	6	,	,	PUNCT
fuelectenerg-13158	375	7	v.	v.	PROPN
fuelectenerg-13158	375	8	v.	v.	CCONJ
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fuelectenerg-13158	375	10	,	,	PUNCT
fuelectenerg-13158	375	11	and	and	CCONJ
fuelectenerg-13158	375	12	p.	p.	PROPN
fuelectenerg-13158	375	13	k.	k.	PROPN
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fuelectenerg-13158	376	2	,	,	PUNCT
fuelectenerg-13158	376	3	"	"	PUNCT
fuelectenerg-13158	376	4	enhancing	enhance	VERB
fuelectenerg-13158	376	5	circular	circular	ADJ
fuelectenerg-13158	376	6	microstrip	microstrip	NOUN
fuelectenerg-13158	376	7	patch	patch	NOUN
fuelectenerg-13158	376	8	antenna	antenna	NOUN
fuelectenerg-13158	376	9	performance	performance	NOUN
fuelectenerg-13158	376	10	using	use	VERB
fuelectenerg-13158	376	11	machine	machine	NOUN
fuelectenerg-13158	376	12	learning	learning	NOUN
fuelectenerg-13158	376	13	models	model	NOUN
fuelectenerg-13158	376	14	"	"	PUNCT
fuelectenerg-13158	376	15	,	,	PUNCT
fuelectenerg-13158	376	16	fu	fu	PROPN
fuelectenerg-13158	376	17	:	:	PUNCT
fuelectenerg-13158	376	18	elec	elec	PROPN
fuelectenerg-13158	376	19	.	.	PUNCT
fuelectenerg-13158	376	20	energ	energ	PROPN
fuelectenerg-13158	376	21	.	.	PUNCT
fuelectenerg-13158	377	1	,	,	PUNCT
fuelectenerg-13158	377	2	vol	vol	NOUN
fuelectenerg-13158	377	3	.	.	PROPN
fuelectenerg-13158	378	1	36	36	NUM
fuelectenerg-13158	378	2	,	,	PUNCT
fuelectenerg-13158	378	3	no	no	INTJ
fuelectenerg-13158	378	4	.	.	NOUN
fuelectenerg-13158	378	5	4	4	NUM
fuelectenerg-13158	378	6	,	,	PUNCT
fuelectenerg-13158	378	7	pp	pp	ADJ
fuelectenerg-13158	378	8	.	.	PUNCT
fuelectenerg-13158	379	1	589	589	NUM
fuelectenerg-13158	379	2	-	-	SYM
fuelectenerg-13158	379	3	600	600	NUM
fuelectenerg-13158	379	4	,	,	PUNCT
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fuelectenerg-13158	379	6	.	.	PUNCT
fuelectenerg-13158	380	1	[	[	X
fuelectenerg-13158	380	2	26	26	NUM
fuelectenerg-13158	380	3	]	]	X
fuelectenerg-13158	380	4	r.	r.	PROPN
fuelectenerg-13158	380	5	jain	jain	PROPN
fuelectenerg-13158	380	6	,	,	PUNCT
fuelectenerg-13158	380	7	v.	v.	PROPN
fuelectenerg-13158	380	8	v.	v.	ADP
fuelectenerg-13158	380	9	thakare	thakare	NOUN
fuelectenerg-13158	380	10	and	and	CCONJ
fuelectenerg-13158	380	11	p.	p.	PROPN
fuelectenerg-13158	380	12	k.	k.	PROPN
fuelectenerg-13158	381	1	singhal	singhal	PROPN
fuelectenerg-13158	381	2	,	,	PUNCT
fuelectenerg-13158	381	3	"	"	PUNCT
fuelectenerg-13158	381	4	design	design	NOUN
fuelectenerg-13158	381	5	and	and	CCONJ
fuelectenerg-13158	381	6	comparative	comparative	ADJ
fuelectenerg-13158	381	7	analysis	analysis	NOUN
fuelectenerg-13158	381	8	of	of	ADP
fuelectenerg-13158	381	9	thz	thz	ADJ
fuelectenerg-13158	381	10	antenna	antenna	NOUN
fuelectenerg-13158	381	11	through	through	ADP
fuelectenerg-13158	381	12	machine	machine	NOUN
fuelectenerg-13158	381	13	learning	learn	VERB
fuelectenerg-13158	381	14	for	for	ADP
fuelectenerg-13158	381	15	6	6	NUM
fuelectenerg-13158	381	16	g	g	NOUN
fuelectenerg-13158	381	17	connectivity	connectivity	NOUN
fuelectenerg-13158	381	18	"	"	PUNCT
fuelectenerg-13158	381	19	,	,	PUNCT
fuelectenerg-13158	381	20	ieee	ieee	PROPN
fuelectenerg-13158	381	21	lat	lat	PROPN
fuelectenerg-13158	381	22	.	.	PUNCT
fuelectenerg-13158	382	1	am	be	AUX
fuelectenerg-13158	382	2	.	.	PUNCT
fuelectenerg-13158	383	1	trans	trans	PROPN
fuelectenerg-13158	383	2	.	.	PROPN
fuelectenerg-13158	383	3	,	,	PUNCT
fuelectenerg-13158	383	4	vol	vol	NOUN
fuelectenerg-13158	383	5	.	.	PROPN
fuelectenerg-13158	384	1	22	22	NUM
fuelectenerg-13158	384	2	,	,	PUNCT
fuelectenerg-13158	384	3	no	no	INTJ
fuelectenerg-13158	384	4	.	.	NOUN
fuelectenerg-13158	384	5	2	2	NUM
fuelectenerg-13158	384	6	,	,	PUNCT
fuelectenerg-13158	384	7	pp	pp	ADJ
fuelectenerg-13158	384	8	.	.	PUNCT
fuelectenerg-13158	385	1	82	82	NUM
fuelectenerg-13158	385	2	-	-	SYM
fuelectenerg-13158	385	3	91	91	NUM
fuelectenerg-13158	385	4	,	,	PUNCT
fuelectenerg-13158	385	5	2024	2024	NUM
fuelectenerg-13158	385	6	.	.	PUNCT
fuelectenerg-13158	386	1	[	[	X
fuelectenerg-13158	386	2	27	27	NUM
fuelectenerg-13158	386	3	]	]	X
fuelectenerg-13158	386	4	r.	r.	PROPN
fuelectenerg-13158	386	5	jain	jain	PROPN
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fuelectenerg-13158	386	7	v.	v.	PROPN
fuelectenerg-13158	386	8	v.	v.	ADP
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fuelectenerg-13158	386	10	and	and	CCONJ
fuelectenerg-13158	386	11	p.	p.	PROPN
fuelectenerg-13158	386	12	k.	k.	PROPN
fuelectenerg-13158	387	1	singhal	singhal	PROPN
fuelectenerg-13158	387	2	,	,	PUNCT
fuelectenerg-13158	387	3	"	"	PUNCT
fuelectenerg-13158	387	4	employing	employ	VERB
fuelectenerg-13158	387	5	machine	machine	NOUN
fuelectenerg-13158	387	6	learning	learning	NOUN
fuelectenerg-13158	387	7	models	model	NOUN
fuelectenerg-13158	387	8	to	to	PART
fuelectenerg-13158	387	9	predict	predict	VERB
fuelectenerg-13158	387	10	return	return	VERB
fuelectenerg-13158	387	11	loss	loss	NOUN
fuelectenerg-13158	387	12	precisely	precisely	ADV
fuelectenerg-13158	387	13	in	in	ADP
fuelectenerg-13158	387	14	5	5	NUM
fuelectenerg-13158	387	15	g	g	NOUN
fuelectenerg-13158	387	16	antenna	antenna	NOUN
fuelectenerg-13158	387	17	"	"	PUNCT
fuelectenerg-13158	387	18	,	,	PUNCT
fuelectenerg-13158	387	19	prog	prog	PROPN
fuelectenerg-13158	387	20	.	.	PUNCT
fuelectenerg-13158	388	1	electromagn	electromagn	PROPN
fuelectenerg-13158	388	2	.	.	PUNCT
fuelectenerg-13158	389	1	res	re	NOUN
fuelectenerg-13158	389	2	.	.	PUNCT
fuelectenerg-13158	390	1	m	m	PROPN
fuelectenerg-13158	390	2	,	,	PUNCT
fuelectenerg-13158	390	3	vol	vol	NOUN
fuelectenerg-13158	390	4	.	.	PROPN
fuelectenerg-13158	390	5	118	118	NUM
fuelectenerg-13158	390	6	,	,	PUNCT
fuelectenerg-13158	390	7	pp	pp	ADJ
fuelectenerg-13158	390	8	.	.	PUNCT
fuelectenerg-13158	391	1	151	151	NUM
fuelectenerg-13158	391	2	-	-	SYM
fuelectenerg-13158	391	3	161	161	NUM
fuelectenerg-13158	391	4	,	,	PUNCT
fuelectenerg-13158	391	5	2023	2023	NUM
fuelectenerg-13158	391	6	.	.	PUNCT
fuelectenerg-13158	392	1	[	[	X
fuelectenerg-13158	392	2	28	28	NUM
fuelectenerg-13158	392	3	]	]	X
fuelectenerg-13158	392	4	google	google	PROPN
fuelectenerg-13158	392	5	,	,	PUNCT
fuelectenerg-13158	392	6	google	google	PROPN
fuelectenerg-13158	392	7	colaboratory	colaboratory	NOUN
fuelectenerg-13158	392	8	,	,	PUNCT
fuelectenerg-13158	392	9	[	[	X
fuelectenerg-13158	392	10	online	online	X
fuelectenerg-13158	392	11	]	]	X
fuelectenerg-13158	392	12	.	.	PUNCT
fuelectenerg-13158	393	1	avaliable	avaliable	ADJ
fuelectenerg-13158	393	2	at	at	ADP
fuelectenerg-13158	393	3	:	:	PUNCT
fuelectenerg-13158	393	4	colab.research.google.com	colab.research.google.com	PROPN
fuelectenerg-13158	393	5	.	.	PUNCT
fuelectenerg-13158	393	6	https://research.google.com/	https://research.google.com/	PROPN
fuelectenerg-13158	393	7	colaboratory/	colaboratory/	NUM