id	sid	tid	token	lemma	pos
fbem-15367	1	1	frontiers	frontier	NOUN
fbem-15367	1	2	in	in	ADP
fbem-15367	1	3	business	business	NOUN
fbem-15367	1	4	,	,	PUNCT
fbem-15367	1	5	economics	economic	NOUN
fbem-15367	1	6	and	and	CCONJ
fbem-15367	1	7	management	management	NOUN
fbem-15367	1	8	issn	issn	PROPN
fbem-15367	1	9	:	:	PUNCT
fbem-15367	1	10	2766	2766	NUM
fbem-15367	1	11	-	-	PUNCT
fbem-15367	1	12	824x	824x	NUM
fbem-15367	1	13	|	|	ADJ
fbem-15367	1	14	vol	vol	NOUN
fbem-15367	1	15	.	.	PROPN
fbem-15367	1	16	12	12	NUM
fbem-15367	1	17	,	,	PUNCT
fbem-15367	1	18	no	no	INTJ
fbem-15367	1	19	.	.	NOUN
fbem-15367	1	20	3	3	NUM
fbem-15367	1	21	,	,	PUNCT
fbem-15367	1	22	2023	2023	NUM
fbem-15367	1	23	39	39	NUM
fbem-15367	1	24	prediction	prediction	NOUN
fbem-15367	1	25	of	of	ADP
fbem-15367	1	26	future	future	ADJ
fbem-15367	1	27	tourism	tourism	NOUN
fbem-15367	1	28	number	number	NOUN
fbem-15367	1	29	in	in	ADP
fbem-15367	1	30	hainan	hainan	PROPN
fbem-15367	1	31	region	region	PROPN
fbem-15367	1	32	based	base	VERB
fbem-15367	1	33	on	on	ADP
fbem-15367	1	34	least	least	ADJ
fbem-15367	1	35	square	square	ADJ
fbem-15367	1	36	fitting	fitting	ADJ
fbem-15367	1	37	jinghuai	jinghuai	PROPN
fbem-15367	1	38	zheng1	zheng1	PROPN
fbem-15367	1	39	,	,	PUNCT
fbem-15367	1	40	a	a	DET
fbem-15367	1	41	1wuhan	1wuhan	NUM
fbem-15367	1	42	british	british	ADJ
fbem-15367	1	43	-	-	PUNCT
fbem-15367	1	44	china	china	PROPN
fbem-15367	1	45	school	school	PROPN
fbem-15367	1	46	,	,	PUNCT
fbem-15367	1	47	wuhan	wuhan	PROPN
fbem-15367	1	48	,	,	PUNCT
fbem-15367	1	49	430030	430030	NUM
fbem-15367	1	50	,	,	PUNCT
fbem-15367	1	51	china	china	PROPN
fbem-15367	1	52	azhengjinghuai10@163.com	azhengjinghuai10@163.com	X
fbem-15367	1	53	abstract	abstract	NOUN
fbem-15367	1	54	:	:	PUNCT
fbem-15367	1	55	tourism	tourism	NOUN
fbem-15367	1	56	is	be	AUX
fbem-15367	1	57	an	an	DET
fbem-15367	1	58	important	important	ADJ
fbem-15367	1	59	part	part	NOUN
fbem-15367	1	60	of	of	ADP
fbem-15367	1	61	the	the	DET
fbem-15367	1	62	city	city	NOUN
fbem-15367	1	63	's	's	PART
fbem-15367	1	64	income	income	NOUN
fbem-15367	1	65	and	and	CCONJ
fbem-15367	1	66	its	its	PRON
fbem-15367	1	67	importance	importance	NOUN
fbem-15367	1	68	to	to	ADP
fbem-15367	1	69	the	the	DET
fbem-15367	1	70	country	country	NOUN
fbem-15367	1	71	is	be	AUX
fbem-15367	1	72	beyond	beyond	ADP
fbem-15367	1	73	doubt	doubt	NOUN
fbem-15367	1	74	,	,	PUNCT
fbem-15367	1	75	not	not	PART
fbem-15367	1	76	only	only	ADV
fbem-15367	1	77	contributing	contribute	VERB
fbem-15367	1	78	to	to	ADP
fbem-15367	1	79	the	the	DET
fbem-15367	1	80	national	national	ADJ
fbem-15367	1	81	economy	economy	NOUN
fbem-15367	1	82	and	and	CCONJ
fbem-15367	1	83	employment	employment	NOUN
fbem-15367	1	84	opportunities	opportunity	NOUN
fbem-15367	1	85	,	,	PUNCT
fbem-15367	1	86	but	but	CCONJ
fbem-15367	1	87	also	also	ADV
fbem-15367	1	88	promoting	promote	VERB
fbem-15367	1	89	cultural	cultural	ADJ
fbem-15367	1	90	exchanges	exchange	NOUN
fbem-15367	1	91	and	and	CCONJ
fbem-15367	1	92	mutual	mutual	ADJ
fbem-15367	1	93	understanding	understanding	NOUN
fbem-15367	1	94	between	between	ADP
fbem-15367	1	95	people	people	NOUN
fbem-15367	1	96	,	,	PUNCT
fbem-15367	1	97	and	and	CCONJ
fbem-15367	1	98	promoting	promote	VERB
fbem-15367	1	99	social	social	ADJ
fbem-15367	1	100	development	development	NOUN
fbem-15367	1	101	and	and	CCONJ
fbem-15367	1	102	progress	progress	NOUN
fbem-15367	1	103	.	.	PUNCT
fbem-15367	2	1	therefore	therefore	ADV
fbem-15367	2	2	,	,	PUNCT
fbem-15367	2	3	we	we	PRON
fbem-15367	2	4	should	should	AUX
fbem-15367	2	5	attach	attach	VERB
fbem-15367	2	6	importance	importance	NOUN
fbem-15367	2	7	to	to	ADP
fbem-15367	2	8	the	the	DET
fbem-15367	2	9	development	development	NOUN
fbem-15367	2	10	of	of	ADP
fbem-15367	2	11	tourism	tourism	NOUN
fbem-15367	2	12	,	,	PUNCT
fbem-15367	2	13	formulate	formulate	VERB
fbem-15367	2	14	reasonable	reasonable	ADJ
fbem-15367	2	15	policies	policy	NOUN
fbem-15367	2	16	and	and	CCONJ
fbem-15367	2	17	measures	measure	NOUN
fbem-15367	2	18	,	,	PUNCT
fbem-15367	2	19	and	and	CCONJ
fbem-15367	2	20	create	create	VERB
fbem-15367	2	21	a	a	DET
fbem-15367	2	22	good	good	ADJ
fbem-15367	2	23	tourism	tourism	NOUN
fbem-15367	2	24	environment	environment	NOUN
fbem-15367	2	25	.	.	PUNCT
fbem-15367	3	1	among	among	ADP
fbem-15367	3	2	them	they	PRON
fbem-15367	3	3	,	,	PUNCT
fbem-15367	3	4	predicting	predict	VERB
fbem-15367	3	5	the	the	DET
fbem-15367	3	6	total	total	ADJ
fbem-15367	3	7	number	number	NOUN
fbem-15367	3	8	of	of	ADP
fbem-15367	3	9	visitors	visitor	NOUN
fbem-15367	3	10	in	in	ADP
fbem-15367	3	11	the	the	DET
fbem-15367	3	12	short	short	ADJ
fbem-15367	3	13	term	term	NOUN
fbem-15367	3	14	in	in	ADP
fbem-15367	3	15	the	the	DET
fbem-15367	3	16	next	next	ADJ
fbem-15367	3	17	five	five	NUM
fbem-15367	3	18	years	year	NOUN
fbem-15367	3	19	,	,	PUNCT
fbem-15367	3	20	so	so	SCONJ
fbem-15367	3	21	as	as	SCONJ
fbem-15367	3	22	to	to	PART
fbem-15367	3	23	formulate	formulate	VERB
fbem-15367	3	24	more	more	ADV
fbem-15367	3	25	appropriate	appropriate	ADJ
fbem-15367	3	26	tourism	tourism	NOUN
fbem-15367	3	27	-	-	PUNCT
fbem-15367	3	28	related	relate	VERB
fbem-15367	3	29	policies	policy	NOUN
fbem-15367	3	30	and	and	CCONJ
fbem-15367	3	31	guidelines	guideline	NOUN
fbem-15367	3	32	can	can	AUX
fbem-15367	3	33	not	not	PART
fbem-15367	3	34	only	only	ADV
fbem-15367	3	35	better	well	ADV
fbem-15367	3	36	improve	improve	VERB
fbem-15367	3	37	the	the	DET
fbem-15367	3	38	overall	overall	ADJ
fbem-15367	3	39	income	income	NOUN
fbem-15367	3	40	of	of	ADP
fbem-15367	3	41	the	the	DET
fbem-15367	3	42	city	city	NOUN
fbem-15367	3	43	,	,	PUNCT
fbem-15367	3	44	but	but	CCONJ
fbem-15367	3	45	also	also	ADV
fbem-15367	3	46	an	an	DET
fbem-15367	3	47	effective	effective	ADJ
fbem-15367	3	48	way	way	NOUN
fbem-15367	3	49	to	to	PART
fbem-15367	3	50	improve	improve	VERB
fbem-15367	3	51	people	people	NOUN
fbem-15367	3	52	's	's	PART
fbem-15367	3	53	living	living	NOUN
fbem-15367	3	54	standards	standard	NOUN
fbem-15367	3	55	.	.	PUNCT
fbem-15367	4	1	in	in	ADP
fbem-15367	4	2	this	this	DET
fbem-15367	4	3	paper	paper	NOUN
fbem-15367	4	4	,	,	PUNCT
fbem-15367	4	5	we	we	PRON
fbem-15367	4	6	calculate	calculate	VERB
fbem-15367	4	7	the	the	DET
fbem-15367	4	8	correlation	correlation	NOUN
fbem-15367	4	9	coefficient	coefficient	NOUN
fbem-15367	4	10	to	to	PART
fbem-15367	4	11	predict	predict	VERB
fbem-15367	4	12	the	the	DET
fbem-15367	4	13	tourism	tourism	NOUN
fbem-15367	4	14	flow	flow	NOUN
fbem-15367	4	15	of	of	ADP
fbem-15367	4	16	hainan	hainan	PROPN
fbem-15367	4	17	in	in	ADP
fbem-15367	4	18	the	the	DET
fbem-15367	4	19	next	next	ADJ
fbem-15367	4	20	five	five	NUM
fbem-15367	4	21	years	year	NOUN
fbem-15367	4	22	,	,	PUNCT
fbem-15367	4	23	and	and	CCONJ
fbem-15367	4	24	apply	apply	VERB
fbem-15367	4	25	the	the	DET
fbem-15367	4	26	least	least	ADJ
fbem-15367	4	27	square	square	ADJ
fbem-15367	4	28	method	method	NOUN
fbem-15367	4	29	to	to	PART
fbem-15367	4	30	further	far	ADV
fbem-15367	4	31	improve	improve	VERB
fbem-15367	4	32	the	the	DET
fbem-15367	4	33	functional	functional	ADJ
fbem-15367	4	34	prediction	prediction	NOUN
fbem-15367	4	35	image	image	NOUN
fbem-15367	4	36	for	for	ADP
fbem-15367	4	37	this	this	DET
fbem-15367	4	38	problem	problem	NOUN
fbem-15367	4	39	.	.	PUNCT
fbem-15367	5	1	keywords	keyword	NOUN
fbem-15367	5	2	:	:	PUNCT
fbem-15367	5	3	least	least	ADJ
fbem-15367	5	4	square	square	ADJ
fbem-15367	5	5	method	method	NOUN
fbem-15367	5	6	,	,	PUNCT
fbem-15367	5	7	polynomial	polynomial	ADJ
fbem-15367	5	8	fitting	fitting	ADJ
fbem-15367	5	9	,	,	PUNCT
fbem-15367	5	10	number	number	NOUN
fbem-15367	5	11	of	of	ADP
fbem-15367	5	12	tourists	tourist	NOUN
fbem-15367	5	13	,	,	PUNCT
fbem-15367	5	14	k	k	ADJ
fbem-15367	5	15	-	-	ADJ
fbem-15367	5	16	fold	fold	ADJ
fbem-15367	5	17	cross	cross	NOUN
fbem-15367	5	18	verification	verification	NOUN
fbem-15367	5	19	,	,	PUNCT
fbem-15367	5	20	root	root	NOUN
fbem-15367	5	21	-	-	PUNCT
fbem-15367	5	22	mean	mean	ADJ
fbem-15367	5	23	-	-	PUNCT
fbem-15367	5	24	square	square	NOUN
fbem-15367	5	25	error	error	NOUN
fbem-15367	5	26	.	.	PUNCT
fbem-15367	6	1	1	1	X
fbem-15367	6	2	.	.	X
fbem-15367	6	3	introduction	introduction	NOUN
fbem-15367	6	4	1.1	1.1	NUM
fbem-15367	6	5	.	.	PUNCT
fbem-15367	7	1	background	background	NOUN
fbem-15367	7	2	introduction	introduction	NOUN
fbem-15367	7	3	in	in	ADP
fbem-15367	7	4	a	a	DET
fbem-15367	7	5	country	country	NOUN
fbem-15367	7	6	,	,	PUNCT
fbem-15367	7	7	the	the	DET
fbem-15367	7	8	contribution	contribution	NOUN
fbem-15367	7	9	of	of	ADP
fbem-15367	7	10	tourism	tourism	NOUN
fbem-15367	7	11	to	to	ADP
fbem-15367	7	12	the	the	DET
fbem-15367	7	13	economy	economy	NOUN
fbem-15367	7	14	is	be	AUX
fbem-15367	7	15	huge	huge	ADJ
fbem-15367	7	16	,	,	PUNCT
fbem-15367	7	17	and	and	CCONJ
fbem-15367	7	18	at	at	ADP
fbem-15367	7	19	the	the	DET
fbem-15367	7	20	same	same	ADJ
fbem-15367	7	21	time	time	NOUN
fbem-15367	7	22	tourism	tourism	NOUN
fbem-15367	7	23	is	be	AUX
fbem-15367	7	24	one	one	NUM
fbem-15367	7	25	of	of	ADP
fbem-15367	7	26	the	the	DET
fbem-15367	7	27	fastest	fast	ADJ
fbem-15367	7	28	growing	grow	VERB
fbem-15367	7	29	industries	industry	NOUN
fbem-15367	7	30	in	in	ADP
fbem-15367	7	31	the	the	DET
fbem-15367	7	32	world	world	NOUN
fbem-15367	7	33	,	,	PUNCT
fbem-15367	7	34	it	it	PRON
fbem-15367	7	35	directly	directly	ADV
fbem-15367	7	36	and	and	CCONJ
fbem-15367	7	37	indirectly	indirectly	ADV
fbem-15367	7	38	creates	create	VERB
fbem-15367	7	39	a	a	DET
fbem-15367	7	40	large	large	ADJ
fbem-15367	7	41	number	number	NOUN
fbem-15367	7	42	of	of	ADP
fbem-15367	7	43	jobs	job	NOUN
fbem-15367	7	44	,	,	PUNCT
fbem-15367	7	45	provides	provide	VERB
fbem-15367	7	46	a	a	DET
fbem-15367	7	47	source	source	NOUN
fbem-15367	7	48	of	of	ADP
fbem-15367	7	49	livelihood	livelihood	NOUN
fbem-15367	7	50	and	and	CCONJ
fbem-15367	7	51	income	income	NOUN
fbem-15367	7	52	,	,	PUNCT
fbem-15367	7	53	and	and	CCONJ
fbem-15367	7	54	brings	bring	VERB
fbem-15367	7	55	stability	stability	NOUN
fbem-15367	7	56	and	and	CCONJ
fbem-15367	7	57	considerable	considerable	ADJ
fbem-15367	7	58	revenue	revenue	NOUN
fbem-15367	7	59	to	to	ADP
fbem-15367	7	60	the	the	DET
fbem-15367	7	61	national	national	ADJ
fbem-15367	7	62	treasury	treasury	PROPN
fbem-15367	7	63	.	.	PUNCT
fbem-15367	8	1	among	among	ADP
fbem-15367	8	2	them	they	PRON
fbem-15367	8	3	,	,	PUNCT
fbem-15367	8	4	tourism	tourism	NOUN
fbem-15367	8	5	also	also	ADV
fbem-15367	8	6	affects	affect	VERB
fbem-15367	8	7	many	many	ADJ
fbem-15367	8	8	related	relate	VERB
fbem-15367	8	9	industries	industry	NOUN
fbem-15367	8	10	,	,	PUNCT
fbem-15367	8	11	such	such	ADJ
fbem-15367	8	12	as	as	ADP
fbem-15367	8	13	hotels	hotel	NOUN
fbem-15367	8	14	,	,	PUNCT
fbem-15367	8	15	catering	catering	NOUN
fbem-15367	8	16	,	,	PUNCT
fbem-15367	8	17	transportation	transportation	NOUN
fbem-15367	8	18	,	,	PUNCT
fbem-15367	8	19	etc	etc	X
fbem-15367	8	20	.	.	X
fbem-15367	8	21	,	,	PUNCT
fbem-15367	8	22	which	which	PRON
fbem-15367	8	23	promotes	promote	VERB
fbem-15367	8	24	the	the	DET
fbem-15367	8	25	development	development	NOUN
fbem-15367	8	26	of	of	ADP
fbem-15367	8	27	the	the	DET
fbem-15367	8	28	entire	entire	ADJ
fbem-15367	8	29	national	national	ADJ
fbem-15367	8	30	economy	economy	NOUN
fbem-15367	8	31	.	.	PUNCT
fbem-15367	9	1	in	in	ADP
fbem-15367	9	2	addition	addition	NOUN
fbem-15367	9	3	,	,	PUNCT
fbem-15367	9	4	tourism	tourism	NOUN
fbem-15367	9	5	is	be	AUX
fbem-15367	9	6	an	an	DET
fbem-15367	9	7	important	important	ADJ
fbem-15367	9	8	force	force	NOUN
fbem-15367	9	9	driving	drive	VERB
fbem-15367	9	10	social	social	ADJ
fbem-15367	9	11	development	development	NOUN
fbem-15367	9	12	and	and	CCONJ
fbem-15367	9	13	improving	improve	VERB
fbem-15367	9	14	living	living	NOUN
fbem-15367	9	15	standards	standard	NOUN
fbem-15367	9	16	.	.	PUNCT
fbem-15367	10	1	in	in	ADP
fbem-15367	10	2	order	order	NOUN
fbem-15367	10	3	to	to	PART
fbem-15367	10	4	attract	attract	VERB
fbem-15367	10	5	tourists	tourist	NOUN
fbem-15367	10	6	,	,	PUNCT
fbem-15367	10	7	the	the	DET
fbem-15367	10	8	country	country	NOUN
fbem-15367	10	9	needs	need	VERB
fbem-15367	10	10	to	to	PART
fbem-15367	10	11	provide	provide	VERB
fbem-15367	10	12	good	good	ADJ
fbem-15367	10	13	infrastructure	infrastructure	NOUN
fbem-15367	10	14	and	and	CCONJ
fbem-15367	10	15	services	service	NOUN
fbem-15367	10	16	and	and	CCONJ
fbem-15367	10	17	introduce	introduce	VERB
fbem-15367	10	18	reasonable	reasonable	ADJ
fbem-15367	10	19	policies	policy	NOUN
fbem-15367	10	20	and	and	CCONJ
fbem-15367	10	21	subsidies	subsidy	NOUN
fbem-15367	10	22	,	,	PUNCT
fbem-15367	10	23	which	which	PRON
fbem-15367	10	24	include	include	VERB
fbem-15367	10	25	infrastructure	infrastructure	NOUN
fbem-15367	10	26	construction	construction	NOUN
fbem-15367	10	27	,	,	PUNCT
fbem-15367	10	28	transportation	transportation	NOUN
fbem-15367	10	29	improvement	improvement	NOUN
fbem-15367	10	30	,	,	PUNCT
fbem-15367	10	31	environmental	environmental	ADJ
fbem-15367	10	32	protection	protection	NOUN
fbem-15367	10	33	and	and	CCONJ
fbem-15367	10	34	other	other	ADJ
fbem-15367	10	35	fields	field	NOUN
fbem-15367	10	36	.	.	PUNCT
fbem-15367	11	1	at	at	ADP
fbem-15367	11	2	the	the	DET
fbem-15367	11	3	same	same	ADJ
fbem-15367	11	4	time	time	NOUN
fbem-15367	11	5	,	,	PUNCT
fbem-15367	11	6	tourism	tourism	NOUN
fbem-15367	11	7	also	also	ADV
fbem-15367	11	8	drives	drive	VERB
fbem-15367	11	9	the	the	DET
fbem-15367	11	10	development	development	NOUN
fbem-15367	11	11	of	of	ADP
fbem-15367	11	12	related	relate	VERB
fbem-15367	11	13	industries	industry	NOUN
fbem-15367	11	14	,	,	PUNCT
fbem-15367	11	15	such	such	ADJ
fbem-15367	11	16	as	as	ADP
fbem-15367	11	17	handicrafts	handicraft	NOUN
fbem-15367	11	18	production	production	NOUN
fbem-15367	11	19	,	,	PUNCT
fbem-15367	11	20	traditional	traditional	ADJ
fbem-15367	11	21	cultural	cultural	ADJ
fbem-15367	11	22	performances	performance	NOUN
fbem-15367	11	23	,	,	PUNCT
fbem-15367	11	24	etc	etc	X
fbem-15367	11	25	.	.	X
fbem-15367	11	26	,	,	PUNCT
fbem-15367	11	27	promoting	promote	VERB
fbem-15367	11	28	the	the	DET
fbem-15367	11	29	prosperity	prosperity	NOUN
fbem-15367	11	30	and	and	CCONJ
fbem-15367	11	31	inheritance	inheritance	NOUN
fbem-15367	11	32	of	of	ADP
fbem-15367	11	33	cultural	cultural	ADJ
fbem-15367	11	34	industries	industry	NOUN
fbem-15367	11	35	.	.	PUNCT
fbem-15367	12	1	tourism	tourism	NOUN
fbem-15367	12	2	for	for	ADP
fbem-15367	12	3	a	a	DET
fbem-15367	12	4	city	city	NOUN
fbem-15367	12	5	is	be	AUX
fbem-15367	12	6	not	not	PART
fbem-15367	12	7	only	only	ADV
fbem-15367	12	8	a	a	DET
fbem-15367	12	9	non	non	ADJ
fbem-15367	12	10	-	-	ADJ
fbem-15367	12	11	negligible	negligible	ADJ
fbem-15367	12	12	income	income	NOUN
fbem-15367	12	13	component	component	NOUN
fbem-15367	12	14	,	,	PUNCT
fbem-15367	12	15	but	but	CCONJ
fbem-15367	12	16	also	also	ADV
fbem-15367	12	17	promotes	promote	VERB
fbem-15367	12	18	cultural	cultural	ADJ
fbem-15367	12	19	exchange	exchange	NOUN
fbem-15367	12	20	and	and	CCONJ
fbem-15367	12	21	promotes	promote	VERB
fbem-15367	12	22	social	social	ADJ
fbem-15367	12	23	development	development	NOUN
fbem-15367	12	24	and	and	CCONJ
fbem-15367	12	25	progress	progress	NOUN
fbem-15367	12	26	.	.	PUNCT
fbem-15367	13	1	[	[	X
fbem-15367	13	2	1]therefore	1]therefore	NUM
fbem-15367	13	3	,	,	PUNCT
fbem-15367	13	4	we	we	PRON
fbem-15367	13	5	should	should	AUX
fbem-15367	13	6	attach	attach	VERB
fbem-15367	13	7	importance	importance	NOUN
fbem-15367	13	8	to	to	ADP
fbem-15367	13	9	the	the	DET
fbem-15367	13	10	development	development	NOUN
fbem-15367	13	11	of	of	ADP
fbem-15367	13	12	tourism	tourism	NOUN
fbem-15367	13	13	,	,	PUNCT
fbem-15367	13	14	among	among	ADP
fbem-15367	13	15	which	which	PRON
fbem-15367	13	16	the	the	DET
fbem-15367	13	17	prediction	prediction	NOUN
fbem-15367	13	18	of	of	ADP
fbem-15367	13	19	the	the	DET
fbem-15367	13	20	number	number	NOUN
fbem-15367	13	21	of	of	ADP
fbem-15367	13	22	tourists	tourist	NOUN
fbem-15367	13	23	is	be	AUX
fbem-15367	13	24	an	an	DET
fbem-15367	13	25	important	important	ADJ
fbem-15367	13	26	step	step	NOUN
fbem-15367	13	27	to	to	PART
fbem-15367	13	28	effectively	effectively	ADV
fbem-15367	13	29	promote	promote	VERB
fbem-15367	13	30	the	the	DET
fbem-15367	13	31	development	development	NOUN
fbem-15367	13	32	of	of	ADP
fbem-15367	13	33	tourism	tourism	NOUN
fbem-15367	13	34	for	for	ADP
fbem-15367	13	35	a	a	DET
fbem-15367	13	36	city	city	NOUN
fbem-15367	13	37	.	.	PUNCT
fbem-15367	14	1	for	for	ADP
fbem-15367	14	2	different	different	ADJ
fbem-15367	14	3	sizes	size	NOUN
fbem-15367	14	4	of	of	ADP
fbem-15367	14	5	reception	reception	NOUN
fbem-15367	14	6	traffic	traffic	NOUN
fbem-15367	14	7	,	,	PUNCT
fbem-15367	14	8	the	the	DET
fbem-15367	14	9	policies	policy	NOUN
fbem-15367	14	10	required	require	VERB
fbem-15367	14	11	to	to	PART
fbem-15367	14	12	be	be	AUX
fbem-15367	14	13	issued	issue	VERB
fbem-15367	14	14	are	be	AUX
fbem-15367	14	15	also	also	ADV
fbem-15367	14	16	very	very	ADV
fbem-15367	14	17	different	different	ADJ
fbem-15367	14	18	.	.	PUNCT
fbem-15367	15	1	for	for	ADP
fbem-15367	15	2	the	the	DET
fbem-15367	15	3	data	data	NOUN
fbem-15367	15	4	prediction	prediction	NOUN
fbem-15367	15	5	of	of	ADP
fbem-15367	15	6	the	the	DET
fbem-15367	15	7	flow	flow	NOUN
fbem-15367	15	8	of	of	ADP
fbem-15367	15	9	people	people	NOUN
fbem-15367	15	10	,	,	PUNCT
fbem-15367	15	11	the	the	DET
fbem-15367	15	12	establishment	establishment	NOUN
fbem-15367	15	13	of	of	ADP
fbem-15367	15	14	the	the	DET
fbem-15367	15	15	model	model	NOUN
fbem-15367	15	16	and	and	CCONJ
fbem-15367	15	17	the	the	DET
fbem-15367	15	18	elimination	elimination	NOUN
fbem-15367	15	19	of	of	ADP
fbem-15367	15	20	errors	error	NOUN
fbem-15367	15	21	are	be	AUX
fbem-15367	15	22	important	important	ADJ
fbem-15367	15	23	factors	factor	NOUN
fbem-15367	15	24	that	that	PRON
fbem-15367	15	25	affect	affect	VERB
fbem-15367	15	26	the	the	DET
fbem-15367	15	27	accuracy	accuracy	NOUN
fbem-15367	15	28	of	of	ADP
fbem-15367	15	29	the	the	DET
fbem-15367	15	30	estimation	estimation	NOUN
fbem-15367	15	31	.	.	PUNCT
fbem-15367	16	1	in	in	ADP
fbem-15367	16	2	this	this	DET
fbem-15367	16	3	process	process	NOUN
fbem-15367	16	4	,	,	PUNCT
fbem-15367	16	5	it	it	PRON
fbem-15367	16	6	is	be	AUX
fbem-15367	16	7	particularly	particularly	ADV
fbem-15367	16	8	important	important	ADJ
fbem-15367	16	9	to	to	PART
fbem-15367	16	10	choose	choose	VERB
fbem-15367	16	11	a	a	DET
fbem-15367	16	12	suitable	suitable	ADJ
fbem-15367	16	13	model	model	NOUN
fbem-15367	16	14	and	and	CCONJ
fbem-15367	16	15	verification	verification	NOUN
fbem-15367	16	16	method	method	NOUN
fbem-15367	16	17	for	for	ADP
fbem-15367	16	18	such	such	ADJ
fbem-15367	16	19	data	datum	NOUN
fbem-15367	16	20	.	.	PUNCT
fbem-15367	17	1	for	for	ADP
fbem-15367	17	2	this	this	DET
fbem-15367	17	3	problem	problem	NOUN
fbem-15367	17	4	,	,	PUNCT
fbem-15367	17	5	hainan	hainan	PROPN
fbem-15367	17	6	province	province	PROPN
fbem-15367	17	7	of	of	ADP
fbem-15367	17	8	china	china	PROPN
fbem-15367	17	9	is	be	AUX
fbem-15367	17	10	taken	take	VERB
fbem-15367	17	11	as	as	ADP
fbem-15367	17	12	the	the	DET
fbem-15367	17	13	research	research	NOUN
fbem-15367	17	14	area	area	NOUN
fbem-15367	17	15	of	of	ADP
fbem-15367	17	16	this	this	DET
fbem-15367	17	17	paper	paper	NOUN
fbem-15367	17	18	,	,	PUNCT
fbem-15367	17	19	and	and	CCONJ
fbem-15367	17	20	the	the	DET
fbem-15367	17	21	least	least	ADJ
fbem-15367	17	22	square	square	ADJ
fbem-15367	17	23	fitting	fitting	ADJ
fbem-15367	17	24	method	method	NOUN
fbem-15367	17	25	and	and	CCONJ
fbem-15367	17	26	k	k	ADJ
fbem-15367	17	27	-	-	ADJ
fbem-15367	17	28	fold	fold	ADJ
fbem-15367	17	29	cross	cross	ADJ
fbem-15367	17	30	-	-	ADJ
fbem-15367	17	31	validation	validation	ADJ
fbem-15367	17	32	method	method	NOUN
fbem-15367	17	33	are	be	AUX
fbem-15367	17	34	used	use	VERB
fbem-15367	17	35	to	to	PART
fbem-15367	17	36	verify	verify	VERB
fbem-15367	17	37	it	it	PRON
fbem-15367	17	38	.	.	PUNCT
fbem-15367	18	1	2	2	X
fbem-15367	18	2	.	.	X
fbem-15367	18	3	least	least	ADJ
fbem-15367	18	4	square	square	ADJ
fbem-15367	18	5	method	method	NOUN
fbem-15367	18	6	2.1	2.1	NUM
fbem-15367	18	7	.	.	PUNCT
fbem-15367	18	8	basic	basic	ADJ
fbem-15367	18	9	introduction	introduction	NOUN
fbem-15367	18	10	by	by	ADP
fbem-15367	18	11	minimizing	minimize	VERB
fbem-15367	18	12	the	the	DET
fbem-15367	18	13	difference	difference	NOUN
fbem-15367	18	14	between	between	ADP
fbem-15367	18	15	the	the	DET
fbem-15367	18	16	real	real	ADJ
fbem-15367	18	17	target	target	NOUN
fbem-15367	18	18	object	object	NOUN
fbem-15367	18	19	and	and	CCONJ
fbem-15367	18	20	the	the	DET
fbem-15367	18	21	fitted	fit	VERB
fbem-15367	18	22	target	target	NOUN
fbem-15367	18	23	object	object	NOUN
fbem-15367	18	24	,	,	PUNCT
fbem-15367	18	25	the	the	DET
fbem-15367	18	26	least	least	ADJ
fbem-15367	18	27	square	square	ADJ
fbem-15367	18	28	method	method	NOUN
fbem-15367	18	29	uses	use	VERB
fbem-15367	18	30	the	the	DET
fbem-15367	18	31	square	square	NOUN
fbem-15367	18	32	of	of	ADP
fbem-15367	18	33	the	the	DET
fbem-15367	18	34	multiplication	multiplication	NOUN
fbem-15367	18	35	to	to	PART
fbem-15367	18	36	find	find	VERB
fbem-15367	18	37	the	the	DET
fbem-15367	18	38	best	good	ADJ
fbem-15367	18	39	function	function	NOUN
fbem-15367	18	40	match	match	NOUN
fbem-15367	18	41	of	of	ADP
fbem-15367	18	42	the	the	DET
fbem-15367	18	43	data	datum	NOUN
fbem-15367	18	44	,	,	PUNCT
fbem-15367	18	45	that	that	ADV
fbem-15367	18	46	is	is	ADV
fbem-15367	18	47	,	,	PUNCT
fbem-15367	18	48	to	to	PART
fbem-15367	18	49	find	find	VERB
fbem-15367	18	50	a	a	DET
fbem-15367	18	51	line	line	NOUN
fbem-15367	18	52	that	that	PRON
fbem-15367	18	53	minimizes	minimize	VERB
fbem-15367	18	54	the	the	DET
fbem-15367	18	55	sum	sum	NOUN
fbem-15367	18	56	of	of	ADP
fbem-15367	18	57	squares	square	NOUN
fbem-15367	18	58	of	of	ADP
fbem-15367	18	59	the	the	DET
fbem-15367	18	60	difference	difference	NOUN
fbem-15367	18	61	of	of	ADP
fbem-15367	18	62	the	the	DET
fbem-15367	18	63	ordinates	ordinate	NOUN
fbem-15367	18	64	of	of	ADP
fbem-15367	18	65	the	the	DET
fbem-15367	18	66	observed	observe	VERB
fbem-15367	18	67	data	data	NOUN
fbem-15367	18	68	points	point	NOUN
fbem-15367	18	69	on	on	ADP
fbem-15367	18	70	all	all	DET
fbem-15367	18	71	the	the	DET
fbem-15367	18	72	graphs	graph	NOUN
fbem-15367	18	73	,	,	PUNCT
fbem-15367	18	74	and	and	CCONJ
fbem-15367	18	75	also	also	ADV
fbem-15367	18	76	minimizes	minimize	VERB
fbem-15367	18	77	the	the	DET
fbem-15367	18	78	variance	variance	NOUN
fbem-15367	18	79	.	.	PUNCT
fbem-15367	19	1	this	this	DET
fbem-15367	19	2	difference	difference	NOUN
fbem-15367	19	3	can	can	AUX
fbem-15367	19	4	be	be	AUX
fbem-15367	19	5	measured	measure	VERB
fbem-15367	19	6	by	by	ADP
fbem-15367	19	7	mean	mean	ADJ
fbem-15367	19	8	square	square	ADJ
fbem-15367	19	9	error	error	NOUN
fbem-15367	19	10	or	or	CCONJ
fbem-15367	19	11	least	least	ADJ
fbem-15367	19	12	squares	square	NOUN
fbem-15367	19	13	residual.[2	residual.[2	PRON
fbem-15367	19	14	]	]	PUNCT
fbem-15367	19	15	this	this	DET
fbem-15367	19	16	method	method	NOUN
fbem-15367	19	17	aims	aim	VERB
fbem-15367	19	18	to	to	PART
fbem-15367	19	19	find	find	VERB
fbem-15367	19	20	a	a	DET
fbem-15367	19	21	set	set	NOUN
fbem-15367	19	22	of	of	ADP
fbem-15367	19	23	coefficients	coefficient	NOUN
fbem-15367	19	24	that	that	PRON
fbem-15367	19	25	make	make	VERB
fbem-15367	19	26	the	the	DET
fbem-15367	19	27	regression	regression	NOUN
fbem-15367	19	28	model	model	NOUN
fbem-15367	19	29	best	well	ADV
fbem-15367	19	30	fit	fit	VERB
fbem-15367	19	31	the	the	DET
fbem-15367	19	32	given	give	VERB
fbem-15367	19	33	observational	observational	ADJ
fbem-15367	19	34	data	datum	NOUN
fbem-15367	19	35	,	,	PUNCT
fbem-15367	19	36	effectively	effectively	ADV
fbem-15367	19	37	eliminating	eliminate	VERB
fbem-15367	19	38	possible	possible	ADJ
fbem-15367	19	39	errors	error	NOUN
fbem-15367	19	40	in	in	ADP
fbem-15367	19	41	the	the	DET
fbem-15367	19	42	experimental	experimental	ADJ
fbem-15367	19	43	data	datum	NOUN
fbem-15367	19	44	.	.	PUNCT
fbem-15367	20	1	given	give	VERB
fbem-15367	20	2	a	a	DET
fbem-15367	20	3	set	set	NOUN
fbem-15367	20	4	of	of	ADP
fbem-15367	20	5	experimental	experimental	ADJ
fbem-15367	20	6	data	datum	NOUN
fbem-15367	20	7	denoted	denote	VERB
fbem-15367	20	8	d={(x1,y1	d={(x1,y1	NOUN
fbem-15367	20	9	)	)	PUNCT
fbem-15367	20	10	,	,	PUNCT
fbem-15367	20	11	(	(	PUNCT
fbem-15367	20	12	x2	x2	PROPN
fbem-15367	20	13	,	,	PUNCT
fbem-15367	20	14	y2	y2	PROPN
fbem-15367	20	15	)	)	PUNCT
fbem-15367	20	16	,	,	PUNCT
fbem-15367	20	17	(	(	PUNCT
fbem-15367	20	18	x3	x3	ADJ
fbem-15367	20	19	,	,	PUNCT
fbem-15367	20	20	y3	y3	NOUN
fbem-15367	20	21	)	)	PUNCT
fbem-15367	20	22	,	,	PUNCT
fbem-15367	20	23	,	,	PUNCT
fbem-15367	20	24	,	,	PUNCT
fbem-15367	20	25	(	(	PUNCT
fbem-15367	20	26	xn	xn	PROPN
fbem-15367	20	27	,	,	PUNCT
fbem-15367	20	28	yn	yn	PROPN
fbem-15367	20	29	)	)	PUNCT
fbem-15367	20	30	}	}	PUNCT
fbem-15367	20	31	,	,	PUNCT
fbem-15367	20	32	find	find	VERB
fbem-15367	20	33	a	a	DET
fbem-15367	20	34	function	function	NOUN
fbem-15367	20	35	f(x)=ax+b	f(x)=ax+b	ADJ
fbem-15367	20	36	such	such	ADJ
fbem-15367	20	37	that	that	SCONJ
fbem-15367	20	38	the	the	DET
fbem-15367	20	39	f(x	f(x	PROPN
fbem-15367	20	40	)	)	PUNCT
fbem-15367	20	41	function	function	NOUN
fbem-15367	20	42	fits	fit	VERB
fbem-15367	20	43	d	d	NOUN
fbem-15367	20	44	as	as	ADV
fbem-15367	20	45	best	good	ADJ
fbem-15367	20	46	as	as	ADP
fbem-15367	20	47	possible	possible	ADJ
fbem-15367	20	48	and	and	CCONJ
fbem-15367	20	49	minimizes	minimize	VERB
fbem-15367	20	50	its	its	PRON
fbem-15367	20	51	squared	squared	ADJ
fbem-15367	20	52	variance	variance	NOUN
fbem-15367	20	53	q	q	NOUN
fbem-15367	20	54	,	,	PUNCT
fbem-15367	20	55	i.e	i.e	X
fbem-15367	20	56	:	:	PUNCT
fbem-15367	20	57	𝑄	𝑄	PROPN
fbem-15367	20	58	𝑦	𝑦	X
fbem-15367	20	59	𝑦	𝑦	NOUN
fbem-15367	20	60	𝑎𝑥	𝑎𝑥	INTJ
fbem-15367	20	61	𝑏	𝑏	NOUN
fbem-15367	20	62	𝑦	𝑦	NOUN
fbem-15367	20	63	1	1	NUM
fbem-15367	20	64	2.2	2.2	NUM
fbem-15367	20	65	.	.	PUNCT
fbem-15367	21	1	data	datum	NOUN
fbem-15367	21	2	collection	collection	NOUN
fbem-15367	21	3	through	through	ADP
fbem-15367	21	4	the	the	DET
fbem-15367	21	5	collection	collection	NOUN
fbem-15367	21	6	of	of	ADP
fbem-15367	21	7	internet	internet	NOUN
fbem-15367	21	8	information	information	NOUN
fbem-15367	21	9	,	,	PUNCT
fbem-15367	21	10	the	the	DET
fbem-15367	21	11	existing	exist	VERB
fbem-15367	21	12	tourism	tourism	NOUN
fbem-15367	21	13	data	datum	NOUN
fbem-15367	21	14	of	of	ADP
fbem-15367	21	15	hainan	hainan	PROPN
fbem-15367	21	16	in	in	ADP
fbem-15367	21	17	recent	recent	ADJ
fbem-15367	21	18	years	year	NOUN
fbem-15367	21	19	are	be	AUX
fbem-15367	21	20	summarized	summarize	VERB
fbem-15367	21	21	as	as	SCONJ
fbem-15367	21	22	follows	follow	VERB
fbem-15367	21	23	.	.	PUNCT
fbem-15367	22	1	in	in	ADP
fbem-15367	22	2	this	this	DET
fbem-15367	22	3	paper	paper	NOUN
fbem-15367	22	4	,	,	PUNCT
fbem-15367	22	5	the	the	DET
fbem-15367	22	6	following	follow	VERB
fbem-15367	22	7	data	datum	NOUN
fbem-15367	22	8	(	(	PUNCT
fbem-15367	22	9	table	table	NOUN
fbem-15367	22	10	1	1	NUM
fbem-15367	22	11	)	)	PUNCT
fbem-15367	22	12	will	will	AUX
fbem-15367	22	13	be	be	AUX
fbem-15367	22	14	analyzed	analyze	VERB
fbem-15367	22	15	and	and	CCONJ
fbem-15367	22	16	processed	process	VERB
fbem-15367	22	17	by	by	ADP
fbem-15367	22	18	the	the	DET
fbem-15367	22	19	least	least	ADJ
fbem-15367	22	20	square	square	ADJ
fbem-15367	22	21	fitting	fitting	ADJ
fbem-15367	22	22	method	method	NOUN
fbem-15367	22	23	and	and	CCONJ
fbem-15367	22	24	the	the	DET
fbem-15367	22	25	data	datum	NOUN
fbem-15367	22	26	fitting	fitting	ADJ
fbem-15367	22	27	and	and	CCONJ
fbem-15367	22	28	modeling	model	VERB
fbem-15367	22	29	function	function	NOUN
fbem-15367	22	30	of	of	ADP
fbem-15367	22	31	matlab	matlab	PROPN
fbem-15367	22	32	software	software	NOUN
fbem-15367	22	33	.	.	PUNCT
fbem-15367	23	1	(	(	PUNCT
fbem-15367	23	2	due	due	ADP
fbem-15367	23	3	to	to	ADP
fbem-15367	23	4	the	the	DET
fbem-15367	23	5	outbreak	outbreak	NOUN
fbem-15367	23	6	of	of	ADP
fbem-15367	23	7	covid-19	covid-19	PROPN
fbem-15367	23	8	at	at	ADP
fbem-15367	23	9	the	the	DET
fbem-15367	23	10	end	end	NOUN
fbem-15367	23	11	of	of	ADP
fbem-15367	23	12	2019	2019	NUM
fbem-15367	23	13	,	,	PUNCT
fbem-15367	23	14	tourist	tourist	NOUN
fbem-15367	23	15	arrivals	arrival	NOUN
fbem-15367	23	16	in	in	ADP
fbem-15367	23	17	the	the	DET
fbem-15367	23	18	region	region	NOUN
fbem-15367	23	19	during	during	ADP
fbem-15367	23	20	2020	2020	NUM
fbem-15367	23	21	-	-	SYM
fbem-15367	23	22	2022	2022	NUM
fbem-15367	23	23	will	will	AUX
fbem-15367	23	24	not	not	PART
fbem-15367	23	25	be	be	AUX
fbem-15367	23	26	included	include	VERB
fbem-15367	23	27	in	in	ADP
fbem-15367	23	28	this	this	DET
fbem-15367	23	29	analysis	analysis	NOUN
fbem-15367	23	30	)	)	PUNCT
fbem-15367	23	31	40	40	NUM
fbem-15367	23	32	table	table	NOUN
fbem-15367	23	33	1	1	NUM
fbem-15367	23	34	.	.	PUNCT
fbem-15367	23	35	year	year	NOUN
fbem-15367	23	36	total	total	ADJ
fbem-15367	23	37	number	number	NOUN
fbem-15367	23	38	of	of	ADP
fbem-15367	23	39	overnight	overnight	ADJ
fbem-15367	23	40	visitors	visitor	NOUN
fbem-15367	23	41	received(10,000	received(10,000	NUM
fbem-15367	23	42	)	)	PUNCT
fbem-15367	23	43	2001	2001	NUM
fbem-15367	23	44	1124.76	1124.76	NUM
fbem-15367	23	45	2002	2002	NUM
fbem-15367	23	46	1254.96	1254.96	NUM
fbem-15367	23	47	2003	2003	NUM
fbem-15367	23	48	1234.1	1234.1	NUM
fbem-15367	23	49	2004	2004	NUM
fbem-15367	23	50	1402.89	1402.89	NUM
fbem-15367	23	51	2005	2005	NUM
fbem-15367	23	52	1516.47	1516.47	NUM
fbem-15367	23	53	2006	2006	NUM
fbem-15367	23	54	1605.02	1605.02	NUM
fbem-15367	23	55	2007	2007	NUM
fbem-15367	23	56	1845.51	1845.51	NUM
fbem-15367	23	57	2008	2008	NUM
fbem-15367	23	58	2060	2060	NUM
fbem-15367	23	59	2009	2009	NUM
fbem-15367	23	60	2250.33	2250.33	NUM
fbem-15367	23	61	2010	2010	NUM
fbem-15367	23	62	2587.34	2587.34	NUM
fbem-15367	23	63	2011	2011	NUM
fbem-15367	23	64	3001.34	3001.34	NUM
fbem-15367	23	65	2012	2012	NUM
fbem-15367	23	66	3320.37	3320.37	NUM
fbem-15367	23	67	2013	2013	NUM
fbem-15367	23	68	3672.51	3672.51	NUM
fbem-15367	23	69	2014	2014	NUM
fbem-15367	23	70	4789.08	4789.08	NUM
fbem-15367	23	71	2015	2015	NUM
fbem-15367	23	72	5336.52	5336.52	NUM
fbem-15367	23	73	2016	2016	NUM
fbem-15367	23	74	6023.6	6023.6	NUM
fbem-15367	23	75	2017	2017	NUM
fbem-15367	23	76	6745.01	6745.01	NUM
fbem-15367	23	77	2018	2018	NUM
fbem-15367	23	78	7627.39	7627.39	NUM
fbem-15367	23	79	2019	2019	NUM
fbem-15367	23	80	8311.2	8311.2	NUM
fbem-15367	23	81	2020	2020	NUM
fbem-15367	23	82	957.19	957.19	NUM
fbem-15367	23	83	2021	2021	NUM
fbem-15367	23	84	814.39	814.39	NUM
fbem-15367	23	85	2022	2022	NUM
fbem-15367	23	86	652.69	652.69	NUM
fbem-15367	23	87	(	(	PUNCT
fbem-15367	23	88	data	datum	NOUN
fbem-15367	23	89	source	source	NOUN
fbem-15367	23	90	:	:	PUNCT
fbem-15367	23	91	big	big	ADJ
fbem-15367	23	92	data	data	PROPN
fbem-15367	23	93	navigation	navigation	NOUN
fbem-15367	23	94	)	)	PUNCT
fbem-15367	23	95	2.3	2.3	NUM
fbem-15367	23	96	.	.	PUNCT
fbem-15367	24	1	research	research	NOUN
fbem-15367	24	2	methods	method	NOUN
fbem-15367	24	3	first	first	ADV
fbem-15367	24	4	of	of	ADP
fbem-15367	24	5	all	all	PRON
fbem-15367	24	6	,	,	PUNCT
fbem-15367	24	7	the	the	DET
fbem-15367	24	8	research	research	NOUN
fbem-15367	24	9	theme	theme	NOUN
fbem-15367	24	10	and	and	CCONJ
fbem-15367	24	11	the	the	DET
fbem-15367	24	12	conclusions	conclusion	NOUN
fbem-15367	24	13	to	to	PART
fbem-15367	24	14	be	be	AUX
fbem-15367	24	15	verified	verify	VERB
fbem-15367	24	16	are	be	AUX
fbem-15367	24	17	determined	determine	VERB
fbem-15367	24	18	,	,	PUNCT
fbem-15367	24	19	and	and	CCONJ
fbem-15367	24	20	then	then	ADV
fbem-15367	24	21	the	the	DET
fbem-15367	24	22	previous	previous	ADJ
fbem-15367	24	23	literature	literature	NOUN
fbem-15367	24	24	is	be	AUX
fbem-15367	24	25	retrieved	retrieve	VERB
fbem-15367	24	26	through	through	ADP
fbem-15367	24	27	websites	website	NOUN
fbem-15367	24	28	such	such	ADJ
fbem-15367	24	29	as	as	ADP
fbem-15367	24	30	cnki	cnki	ADJ
fbem-15367	24	31	and	and	CCONJ
fbem-15367	24	32	scihub	scihub	VERB
fbem-15367	24	33	to	to	PART
fbem-15367	24	34	find	find	VERB
fbem-15367	24	35	articles	article	NOUN
fbem-15367	24	36	related	relate	VERB
fbem-15367	24	37	to	to	ADP
fbem-15367	24	38	the	the	DET
fbem-15367	24	39	research	research	NOUN
fbem-15367	24	40	theme	theme	NOUN
fbem-15367	24	41	or	or	CCONJ
fbem-15367	24	42	method	method	NOUN
fbem-15367	24	43	,	,	PUNCT
fbem-15367	24	44	and	and	CCONJ
fbem-15367	24	45	then	then	ADV
fbem-15367	24	46	sorted	sort	VERB
fbem-15367	24	47	out	out	ADP
fbem-15367	24	48	and	and	CCONJ
fbem-15367	24	49	summarized	summarize	VERB
fbem-15367	24	50	.	.	PUNCT
fbem-15367	25	1	by	by	ADP
fbem-15367	25	2	using	use	VERB
fbem-15367	25	3	the	the	DET
fbem-15367	25	4	least	least	ADJ
fbem-15367	25	5	square	square	ADJ
fbem-15367	25	6	method	method	NOUN
fbem-15367	25	7	widely	widely	ADV
fbem-15367	25	8	used	use	VERB
fbem-15367	25	9	in	in	ADP
fbem-15367	25	10	population	population	NOUN
fbem-15367	25	11	prediction	prediction	NOUN
fbem-15367	25	12	problems	problem	NOUN
fbem-15367	25	13	and	and	CCONJ
fbem-15367	25	14	the	the	DET
fbem-15367	25	15	powerful	powerful	ADJ
fbem-15367	25	16	calculation	calculation	NOUN
fbem-15367	25	17	and	and	CCONJ
fbem-15367	25	18	modeling	modeling	NOUN
fbem-15367	25	19	ability	ability	NOUN
fbem-15367	25	20	of	of	ADP
fbem-15367	25	21	matlab	matlab	PROPN
fbem-15367	25	22	,	,	PUNCT
fbem-15367	25	23	the	the	DET
fbem-15367	25	24	existing	exist	VERB
fbem-15367	25	25	real	real	ADJ
fbem-15367	25	26	data	datum	NOUN
fbem-15367	25	27	are	be	AUX
fbem-15367	25	28	quasi	quasi	NOUN
fbem-15367	25	29	merged	merge	VERB
fbem-15367	25	30	to	to	PART
fbem-15367	25	31	generate	generate	VERB
fbem-15367	25	32	function	function	NOUN
fbem-15367	25	33	prediction	prediction	NOUN
fbem-15367	25	34	point	point	NOUN
fbem-15367	25	35	images	image	NOUN
fbem-15367	25	36	.	.	PUNCT
fbem-15367	26	1	at	at	ADP
fbem-15367	26	2	last	last	ADJ
fbem-15367	26	3	,	,	PUNCT
fbem-15367	26	4	the	the	DET
fbem-15367	26	5	possible	possible	ADJ
fbem-15367	26	6	errors	error	NOUN
fbem-15367	26	7	in	in	ADP
fbem-15367	26	8	the	the	DET
fbem-15367	26	9	research	research	NOUN
fbem-15367	26	10	process	process	NOUN
fbem-15367	26	11	are	be	AUX
fbem-15367	26	12	eliminated	eliminate	VERB
fbem-15367	26	13	by	by	ADP
fbem-15367	26	14	cross	cross	ADJ
fbem-15367	26	15	-	-	ADJ
fbem-15367	26	16	validation	validation	ADJ
fbem-15367	26	17	method	method	NOUN
fbem-15367	26	18	.	.	PUNCT
fbem-15367	27	1	3	3	X
fbem-15367	27	2	.	.	PUNCT
fbem-15367	27	3	model	model	NOUN
fbem-15367	27	4	establishment	establishment	NOUN
fbem-15367	27	5	and	and	CCONJ
fbem-15367	27	6	solution	solution	NOUN
fbem-15367	27	7	3.1	3.1	NUM
fbem-15367	27	8	.	.	PUNCT
fbem-15367	27	9	mathematical	mathematical	ADJ
fbem-15367	27	10	model	model	NOUN
fbem-15367	27	11	through	through	ADP
fbem-15367	27	12	least	least	ADJ
fbem-15367	27	13	square	square	ADJ
fbem-15367	27	14	method	method	NOUN
fbem-15367	27	15	in	in	ADP
fbem-15367	27	16	this	this	DET
fbem-15367	27	17	revised	revise	VERB
fbem-15367	27	18	code	code	NOUN
fbem-15367	27	19	,	,	PUNCT
fbem-15367	27	20	we	we	PRON
fbem-15367	27	21	use	use	VERB
fbem-15367	27	22	a	a	DET
fbem-15367	27	23	quadratic	quadratic	ADJ
fbem-15367	27	24	polynomial	polynomial	NOUN
fbem-15367	27	25	n=2	n=2	X
fbem-15367	27	26	to	to	PART
fbem-15367	27	27	fit	fit	VERB
fbem-15367	27	28	,	,	PUNCT
fbem-15367	27	29	and	and	CCONJ
fbem-15367	27	30	by	by	ADP
fbem-15367	27	31	setting	set	VERB
fbem-15367	27	32	the	the	DET
fbem-15367	27	33	first	first	ADJ
fbem-15367	27	34	column	column	NOUN
fbem-15367	27	35	of	of	ADP
fbem-15367	27	36	the	the	DET
fbem-15367	27	37	x	x	NOUN
fbem-15367	27	38	-	-	NOUN
fbem-15367	27	39	matrix	matrix	NOUN
fbem-15367	27	40	to	to	ADP
fbem-15367	27	41	two	two	NUM
fbem-15367	27	42	we	we	PRON
fbem-15367	27	43	get	get	VERB
fbem-15367	27	44	a	a	DET
fbem-15367	27	45	curvilinear	curvilinear	ADJ
fbem-15367	27	46	function	function	NOUN
fbem-15367	27	47	that	that	PRON
fbem-15367	27	48	minimizes	minimize	VERB
fbem-15367	27	49	the	the	DET
fbem-15367	27	50	gap	gap	NOUN
fbem-15367	27	51	between	between	ADP
fbem-15367	27	52	the	the	DET
fbem-15367	27	53	function	function	NOUN
fbem-15367	27	54	and	and	CCONJ
fbem-15367	27	55	the	the	DET
fbem-15367	27	56	observed	observed	ADJ
fbem-15367	27	57	value	value	NOUN
fbem-15367	27	58	.	.	PUNCT
fbem-15367	28	1	figure	figure	NOUN
fbem-15367	28	2	1	1	NUM
fbem-15367	28	3	.	.	PUNCT
fbem-15367	29	1	through	through	ADP
fbem-15367	29	2	matlab	matlab	PROPN
fbem-15367	29	3	data	datum	NOUN
fbem-15367	29	4	processing	processing	NOUN
fbem-15367	29	5	and	and	CCONJ
fbem-15367	29	6	image	image	NOUN
fbem-15367	29	7	generation	generation	NOUN
fbem-15367	29	8	above	above	ADV
fbem-15367	29	9	(	(	PUNCT
fbem-15367	29	10	figure	figure	NOUN
fbem-15367	29	11	1	1	NUM
fbem-15367	29	12	)	)	PUNCT
fbem-15367	29	13	,	,	PUNCT
fbem-15367	29	14	we	we	PRON
fbem-15367	29	15	can	can	AUX
fbem-15367	29	16	get	get	VERB
fbem-15367	29	17	the	the	DET
fbem-15367	29	18	trend	trend	NOUN
fbem-15367	29	19	of	of	ADP
fbem-15367	29	20	tourist	tourist	NOUN
fbem-15367	29	21	population	population	NOUN
fbem-15367	29	22	in	in	ADP
fbem-15367	29	23	this	this	DET
fbem-15367	29	24	region	region	NOUN
fbem-15367	29	25	in	in	ADP
fbem-15367	29	26	recent	recent	ADJ
fbem-15367	29	27	years	year	NOUN
fbem-15367	29	28	.	.	PUNCT
fbem-15367	30	1	it	it	PRON
fbem-15367	30	2	can	can	AUX
fbem-15367	30	3	be	be	AUX
fbem-15367	30	4	seen	see	VERB
fbem-15367	30	5	that	that	SCONJ
fbem-15367	30	6	the	the	DET
fbem-15367	30	7	number	number	NOUN
fbem-15367	30	8	of	of	ADP
fbem-15367	30	9	tourists	tourist	NOUN
fbem-15367	30	10	received	receive	VERB
fbem-15367	30	11	by	by	ADP
fbem-15367	30	12	this	this	DET
fbem-15367	30	13	region	region	NOUN
fbem-15367	30	14	has	have	AUX
fbem-15367	30	15	maintained	maintain	VERB
fbem-15367	30	16	an	an	DET
fbem-15367	30	17	upward	upward	ADJ
fbem-15367	30	18	trend	trend	NOUN
fbem-15367	30	19	in	in	ADP
fbem-15367	30	20	recent	recent	ADJ
fbem-15367	30	21	years	year	NOUN
fbem-15367	30	22	,	,	PUNCT
fbem-15367	30	23	and	and	CCONJ
fbem-15367	30	24	when	when	SCONJ
fbem-15367	30	25	the	the	DET
fbem-15367	30	26	trend	trend	NOUN
fbem-15367	30	27	is	be	AUX
fbem-15367	30	28	relatively	relatively	ADV
fbem-15367	30	29	stable	stable	ADJ
fbem-15367	30	30	,	,	PUNCT
fbem-15367	30	31	the	the	DET
fbem-15367	30	32	least	least	ADJ
fbem-15367	30	33	square	square	ADJ
fbem-15367	30	34	method	method	NOUN
fbem-15367	30	35	can	can	AUX
fbem-15367	30	36	be	be	AUX
fbem-15367	30	37	used	use	VERB
fbem-15367	30	38	to	to	PART
fbem-15367	30	39	fit	fit	VERB
fbem-15367	30	40	the	the	DET
fbem-15367	30	41	data	datum	NOUN
fbem-15367	30	42	and	and	CCONJ
fbem-15367	30	43	build	build	VERB
fbem-15367	30	44	the	the	DET
fbem-15367	30	45	model	model	NOUN
fbem-15367	30	46	including	include	VERB
fbem-15367	30	47	the	the	DET
fbem-15367	30	48	prediction	prediction	NOUN
fbem-15367	30	49	points	point	VERB
fbem-15367	30	50	3.2	3.2	NUM
fbem-15367	30	51	.	.	PUNCT
fbem-15367	31	1	generation	generation	NOUN
fbem-15367	31	2	and	and	CCONJ
fbem-15367	31	3	prediction	prediction	NOUN
fbem-15367	31	4	of	of	ADP
fbem-15367	31	5	fitting	fitting	ADJ
fbem-15367	31	6	curve	curve	NOUN
fbem-15367	31	7	figure	figure	NOUN
fbem-15367	31	8	2	2	NUM
fbem-15367	31	9	.	.	PUNCT
fbem-15367	32	1	the	the	DET
fbem-15367	32	2	above	above	ADJ
fbem-15367	32	3	figure	figure	NOUN
fbem-15367	32	4	2	2	NUM
fbem-15367	32	5	is	be	AUX
fbem-15367	32	6	a	a	DET
fbem-15367	32	7	fitting	fitting	ADJ
fbem-15367	32	8	curve	curve	NOUN
fbem-15367	32	9	image	image	NOUN
fbem-15367	32	10	based	base	VERB
fbem-15367	32	11	on	on	ADP
fbem-15367	32	12	the	the	DET
fbem-15367	32	13	observed	observe	VERB
fbem-15367	32	14	data	datum	NOUN
fbem-15367	32	15	of	of	ADP
fbem-15367	32	16	the	the	DET
fbem-15367	32	17	number	number	NOUN
fbem-15367	32	18	of	of	ADP
fbem-15367	32	19	tourists	tourist	NOUN
fbem-15367	32	20	from	from	ADP
fbem-15367	32	21	2001	2001	NUM
fbem-15367	32	22	to	to	ADP
fbem-15367	32	23	2019	2019	NUM
fbem-15367	32	24	.	.	PUNCT
fbem-15367	33	1	its	its	PRON
fbem-15367	33	2	code	code	NOUN
fbem-15367	33	3	uses	use	VERB
fbem-15367	33	4	cubic	cubic	ADJ
fbem-15367	33	5	polynomials	polynomial	NOUN
fbem-15367	33	6	for	for	ADP
fbem-15367	33	7	fitting	fitting	ADJ
fbem-15367	33	8	,	,	PUNCT
fbem-15367	33	9	which	which	PRON
fbem-15367	33	10	can	can	AUX
fbem-15367	33	11	more	more	ADV
fbem-15367	33	12	accurately	accurately	ADV
fbem-15367	33	13	adapt	adapt	VERB
fbem-15367	33	14	the	the	DET
fbem-15367	33	15	fitting	fitting	ADJ
fbem-15367	33	16	curve	curve	NOUN
fbem-15367	33	17	and	and	CCONJ
fbem-15367	33	18	predicted	predict	VERB
fbem-15367	33	19	value	value	NOUN
fbem-15367	33	20	of	of	ADP
fbem-15367	33	21	the	the	DET
fbem-15367	33	22	data	datum	NOUN
fbem-15367	33	23	.	.	PUNCT
fbem-15367	34	1	from	from	ADP
fbem-15367	34	2	the	the	DET
fbem-15367	34	3	trend	trend	NOUN
fbem-15367	34	4	of	of	ADP
fbem-15367	34	5	the	the	DET
fbem-15367	34	6	fitted	fit	VERB
fbem-15367	34	7	curve	curve	NOUN
fbem-15367	34	8	in	in	ADP
fbem-15367	34	9	the	the	DET
fbem-15367	34	10	figure	figure	NOUN
fbem-15367	34	11	,	,	PUNCT
fbem-15367	34	12	it	it	PRON
fbem-15367	34	13	can	can	AUX
fbem-15367	34	14	be	be	AUX
fbem-15367	34	15	clearly	clearly	ADV
fbem-15367	34	16	seen	see	VERB
fbem-15367	34	17	that	that	SCONJ
fbem-15367	34	18	the	the	DET
fbem-15367	34	19	popularity	popularity	NOUN
fbem-15367	34	20	of	of	ADP
fbem-15367	34	21	tourism	tourism	NOUN
fbem-15367	34	22	in	in	ADP
fbem-15367	34	23	this	this	DET
fbem-15367	34	24	region	region	NOUN
fbem-15367	34	25	is	be	AUX
fbem-15367	34	26	continuously	continuously	ADV
fbem-15367	34	27	and	and	CCONJ
fbem-15367	34	28	steadily	steadily	ADV
fbem-15367	34	29	increasing	increase	VERB
fbem-15367	34	30	.	.	PUNCT
fbem-15367	35	1	through	through	ADP
fbem-15367	35	2	the	the	DET
fbem-15367	35	3	fitting	fitting	ADJ
fbem-15367	35	4	calculation	calculation	NOUN
fbem-15367	35	5	of	of	ADP
fbem-15367	35	6	this	this	DET
fbem-15367	35	7	image	image	NOUN
fbem-15367	35	8	,	,	PUNCT
fbem-15367	35	9	in	in	ADP
fbem-15367	35	10	the	the	DET
fbem-15367	35	11	next	next	ADJ
fbem-15367	35	12	five	five	NUM
fbem-15367	35	13	years	year	NOUN
fbem-15367	35	14	(	(	PUNCT
fbem-15367	35	15	2024	2024	NUM
fbem-15367	35	16	-	-	SYM
fbem-15367	35	17	2028	2028	NUM
fbem-15367	35	18	)	)	PUNCT
fbem-15367	35	19	,	,	PUNCT
fbem-15367	35	20	the	the	DET
fbem-15367	35	21	number	number	NOUN
fbem-15367	35	22	of	of	ADP
fbem-15367	35	23	tourists	tourist	NOUN
fbem-15367	35	24	in	in	ADP
fbem-15367	35	25	the	the	DET
fbem-15367	35	26	region	region	NOUN
fbem-15367	35	27	is	be	AUX
fbem-15367	35	28	:	:	PUNCT
fbem-15367	35	29	2024	2024	NUM
fbem-15367	35	30	:	:	PUNCT
fbem-15367	35	31	projected	project	VERB
fbem-15367	35	32	tourist	tourist	NOUN
fbem-15367	35	33	population	population	NOUN
fbem-15367	35	34	:	:	PUNCT
fbem-15367	35	35	13,478.77	13,478.77	NUM
fbem-15367	35	36	(	(	PUNCT
fbem-15367	35	37	million	million	NUM
fbem-15367	35	38	)	)	PUNCT
fbem-15367	35	39	41	41	NUM
fbem-15367	35	40	2025	2025	NUM
fbem-15367	35	41	:	:	PUNCT
fbem-15367	35	42	projected	project	VERB
fbem-15367	35	43	tourist	tourist	NOUN
fbem-15367	35	44	population	population	NOUN
fbem-15367	35	45	:	:	PUNCT
fbem-15367	35	46	146,679.4	146,679.4	NUM
fbem-15367	35	47	(	(	PUNCT
fbem-15367	35	48	million	million	NUM
fbem-15367	35	49	)	)	PUNCT
fbem-15367	35	50	2026	2026	NUM
fbem-15367	35	51	:	:	PUNCT
fbem-15367	35	52	projected	project	VERB
fbem-15367	35	53	tourist	tourist	NOUN
fbem-15367	35	54	population	population	NOUN
fbem-15367	35	55	:	:	PUNCT
fbem-15367	35	56	15,912.86	15,912.86	NUM
fbem-15367	35	57	(	(	PUNCT
fbem-15367	35	58	million	million	NUM
fbem-15367	35	59	)	)	PUNCT
fbem-15367	35	60	2027	2027	NUM
fbem-15367	35	61	:	:	PUNCT
fbem-15367	35	62	forecast	forecast	NOUN
fbem-15367	35	63	tourist	tourist	NOUN
fbem-15367	35	64	population	population	NOUN
fbem-15367	35	65	:	:	PUNCT
fbem-15367	36	1	17,213.63	17,213.63	NUM
fbem-15367	36	2	(	(	PUNCT
fbem-15367	36	3	million	million	NUM
fbem-15367	36	4	)	)	PUNCT
fbem-15367	36	5	2028	2028	NUM
fbem-15367	36	6	:	:	PUNCT
fbem-15367	36	7	forecast	forecast	NOUN
fbem-15367	36	8	tourist	tourist	NOUN
fbem-15367	36	9	population	population	NOUN
fbem-15367	36	10	:	:	PUNCT
fbem-15367	36	11	18,570.33	18,570.33	NUM
fbem-15367	36	12	(	(	PUNCT
fbem-15367	36	13	million	million	NUM
fbem-15367	36	14	)	)	PUNCT
fbem-15367	36	15	of	of	ADP
fbem-15367	36	16	course	course	NOUN
fbem-15367	36	17	,	,	PUNCT
fbem-15367	36	18	there	there	PRON
fbem-15367	36	19	are	be	VERB
fbem-15367	36	20	also	also	ADV
fbem-15367	36	21	many	many	ADJ
fbem-15367	36	22	factors	factor	NOUN
fbem-15367	36	23	that	that	PRON
fbem-15367	36	24	affect	affect	VERB
fbem-15367	36	25	the	the	DET
fbem-15367	36	26	number	number	NOUN
fbem-15367	36	27	of	of	ADP
fbem-15367	36	28	tourists	tourist	NOUN
fbem-15367	36	29	,	,	PUNCT
fbem-15367	36	30	such	such	ADJ
fbem-15367	36	31	as	as	ADP
fbem-15367	36	32	the	the	DET
fbem-15367	36	33	economic	economic	ADJ
fbem-15367	36	34	situation	situation	NOUN
fbem-15367	36	35	,	,	PUNCT
fbem-15367	36	36	policy	policy	NOUN
fbem-15367	36	37	changes	change	NOUN
fbem-15367	36	38	,	,	PUNCT
fbem-15367	36	39	technological	technological	ADJ
fbem-15367	36	40	development	development	NOUN
fbem-15367	36	41	and	and	CCONJ
fbem-15367	36	42	so	so	ADV
fbem-15367	36	43	on	on	ADV
fbem-15367	36	44	.	.	PUNCT
fbem-15367	37	1	here	here	ADV
fbem-15367	37	2	,	,	PUNCT
fbem-15367	37	3	this	this	DET
fbem-15367	37	4	article	article	NOUN
fbem-15367	37	5	is	be	AUX
fbem-15367	37	6	only	only	ADV
fbem-15367	37	7	for	for	ADP
fbem-15367	37	8	the	the	DET
fbem-15367	37	9	future	future	ADJ
fbem-15367	37	10	tourism	tourism	NOUN
fbem-15367	37	11	number	number	NOUN
fbem-15367	37	12	forecast	forecast	NOUN
fbem-15367	37	13	reference	reference	NOUN
fbem-15367	37	14	.	.	PUNCT
fbem-15367	38	1	3.3	3.3	NUM
fbem-15367	38	2	.	.	PUNCT
fbem-15367	38	3	impact	impact	NOUN
fbem-15367	38	4	of	of	ADP
fbem-15367	38	5	national	national	ADJ
fbem-15367	38	6	gdp	gdp	NOUN
fbem-15367	38	7	and	and	CCONJ
fbem-15367	38	8	per	per	ADP
fbem-15367	38	9	capita	capita	X
fbem-15367	38	10	gdp	gdp	NOUN
fbem-15367	38	11	on	on	ADP
fbem-15367	38	12	the	the	DET
fbem-15367	38	13	number	number	NOUN
fbem-15367	38	14	of	of	ADP
fbem-15367	38	15	tourists	tourist	NOUN
fbem-15367	38	16	table	table	NOUN
fbem-15367	38	17	2	2	NUM
fbem-15367	38	18	.	.	NOUN
fbem-15367	38	19	years	year	NOUN
fbem-15367	38	20	total	total	PROPN
fbem-15367	38	21	gdp	gdp	PROPN
fbem-15367	38	22	(	(	PUNCT
fbem-15367	38	23	trillion	trillion	NUM
fbem-15367	38	24	)	)	PUNCT
fbem-15367	38	25	gdp	gdp	NOUN
fbem-15367	38	26	per	per	ADP
fbem-15367	38	27	head(10000	head(10000	NUM
fbem-15367	38	28	)	)	PUNCT
fbem-15367	38	29	2001	2001	NUM
fbem-15367	38	30	11.009	11.009	NUM
fbem-15367	38	31	0.87	0.87	NUM
fbem-15367	38	32	2002	2002	NUM
fbem-15367	38	33	12.17	12.17	NUM
fbem-15367	38	34	0.95	0.95	NUM
fbem-15367	38	35	2003	2003	NUM
fbem-15367	38	36	13.74	13.74	NUM
fbem-15367	38	37	1.07	1.07	NUM
fbem-15367	38	38	2004	2004	NUM
fbem-15367	38	39	16.18	16.18	NUM
fbem-15367	38	40	1.25	1.25	NUM
fbem-15367	38	41	2005	2005	NUM
fbem-15367	38	42	18.73	18.73	NUM
fbem-15367	38	43	1.44	1.44	NUM
fbem-15367	38	44	2006	2006	NUM
fbem-15367	38	45	21.94	21.94	NUM
fbem-15367	38	46	1.67	1.67	NUM
fbem-15367	38	47	2007	2007	NUM
fbem-15367	38	48	27.01	27.01	NUM
fbem-15367	38	49	2.05	2.05	NUM
fbem-15367	38	50	2008	2008	NUM
fbem-15367	38	51	31.92	31.92	NUM
fbem-15367	38	52	2.41	2.41	NUM
fbem-15367	38	53	2009	2009	NUM
fbem-15367	38	54	34.85	34.85	NUM
fbem-15367	38	55	2.62	2.62	NUM
fbem-15367	38	56	2010	2010	NUM
fbem-15367	38	57	41.21	41.21	NUM
fbem-15367	38	58	3.08	3.08	NUM
fbem-15367	38	59	2011	2011	NUM
fbem-15367	38	60	48.79	48.79	NUM
fbem-15367	38	61	3.63	3.63	NUM
fbem-15367	38	62	2012	2012	NUM
fbem-15367	38	63	53.86	53.86	NUM
fbem-15367	38	64	3.98	3.98	NUM
fbem-15367	38	65	2013	2013	NUM
fbem-15367	38	66	59.3	59.3	NUM
fbem-15367	38	67	4.35	4.35	NUM
fbem-15367	38	68	2014	2014	NUM
fbem-15367	38	69	64.36	64.36	NUM
fbem-15367	38	70	4.69	4.69	NUM
fbem-15367	38	71	2015	2015	NUM
fbem-15367	38	72	68.89	68.89	NUM
fbem-15367	38	73	4.99	4.99	NUM
fbem-15367	38	74	2016	2016	NUM
fbem-15367	38	75	74.64	74.64	NUM
fbem-15367	38	76	5.38	5.38	NUM
fbem-15367	38	77	2017	2017	NUM
fbem-15367	38	78	83.2	83.2	NUM
fbem-15367	38	79	5.96	5.96	NUM
fbem-15367	38	80	2018	2018	NUM
fbem-15367	38	81	91.93	91.93	NUM
fbem-15367	38	82	6.55	6.55	NUM
fbem-15367	38	83	2019	2019	NUM
fbem-15367	38	84	98.65	98.65	NUM
fbem-15367	38	85	7.01	7.01	NUM
fbem-15367	38	86	(	(	PUNCT
fbem-15367	38	87	data	datum	NOUN
fbem-15367	38	88	source	source	NOUN
fbem-15367	38	89	:	:	PUNCT
fbem-15367	38	90	china	china	PROPN
fbem-15367	38	91	economy	economy	PROPN
fbem-15367	38	92	data	data	PROPN
fbem-15367	38	93	)	)	PUNCT
fbem-15367	38	94	along	along	ADP
fbem-15367	38	95	with	with	ADP
fbem-15367	38	96	china	china	PROPN
fbem-15367	38	97	's	's	PART
fbem-15367	38	98	rising	rise	VERB
fbem-15367	38	99	gdp	gdp	NOUN
fbem-15367	38	100	in	in	ADP
fbem-15367	38	101	(	(	PUNCT
fbem-15367	38	102	table	table	NOUN
fbem-15367	38	103	2	2	NUM
fbem-15367	38	104	)	)	PUNCT
fbem-15367	38	105	,	,	PUNCT
fbem-15367	38	106	the	the	DET
fbem-15367	38	107	disposable	disposable	ADJ
fbem-15367	38	108	income	income	NOUN
fbem-15367	38	109	of	of	ADP
fbem-15367	38	110	each	each	DET
fbem-15367	38	111	chinese	chinese	PROPN
fbem-15367	38	112	is	be	AUX
fbem-15367	38	113	also	also	ADV
fbem-15367	38	114	rising	rise	VERB
fbem-15367	38	115	.	.	PUNCT
fbem-15367	39	1	among	among	ADP
fbem-15367	39	2	them	they	PRON
fbem-15367	39	3	,	,	PUNCT
fbem-15367	39	4	when	when	SCONJ
fbem-15367	39	5	people	people	NOUN
fbem-15367	39	6	have	have	VERB
fbem-15367	39	7	a	a	DET
fbem-15367	39	8	higher	high	ADJ
fbem-15367	39	9	disposable	disposable	ADJ
fbem-15367	39	10	income	income	NOUN
fbem-15367	39	11	,	,	PUNCT
fbem-15367	39	12	travel	travel	NOUN
fbem-15367	39	13	is	be	AUX
fbem-15367	39	14	an	an	DET
fbem-15367	39	15	effective	effective	ADJ
fbem-15367	39	16	way	way	NOUN
fbem-15367	39	17	to	to	PART
fbem-15367	39	18	improve	improve	VERB
fbem-15367	39	19	the	the	DET
fbem-15367	39	20	quality	quality	NOUN
fbem-15367	39	21	of	of	ADP
fbem-15367	39	22	life	life	NOUN
fbem-15367	39	23	.	.	PUNCT
fbem-15367	40	1	from	from	ADP
fbem-15367	40	2	2001	2001	NUM
fbem-15367	40	3	to	to	ADP
fbem-15367	40	4	2019	2019	NUM
fbem-15367	40	5	,	,	PUNCT
fbem-15367	40	6	more	more	ADJ
fbem-15367	40	7	and	and	CCONJ
fbem-15367	40	8	more	more	ADJ
fbem-15367	40	9	chinese	chinese	ADJ
fbem-15367	40	10	local	local	ADJ
fbem-15367	40	11	tourists	tourist	NOUN
fbem-15367	40	12	chose	choose	VERB
fbem-15367	40	13	to	to	PART
fbem-15367	40	14	travel	travel	VERB
fbem-15367	40	15	in	in	ADP
fbem-15367	40	16	various	various	ADJ
fbem-15367	40	17	holidays	holiday	NOUN
fbem-15367	40	18	,	,	PUNCT
fbem-15367	40	19	which	which	PRON
fbem-15367	40	20	directly	directly	ADV
fbem-15367	40	21	led	lead	VERB
fbem-15367	40	22	to	to	ADP
fbem-15367	40	23	the	the	DET
fbem-15367	40	24	continuous	continuous	ADJ
fbem-15367	40	25	increase	increase	NOUN
fbem-15367	40	26	in	in	ADP
fbem-15367	40	27	the	the	DET
fbem-15367	40	28	number	number	NOUN
fbem-15367	40	29	of	of	ADP
fbem-15367	40	30	tourist	tourist	NOUN
fbem-15367	40	31	receptions	reception	NOUN
fbem-15367	40	32	in	in	ADP
fbem-15367	40	33	the	the	DET
fbem-15367	40	34	study	study	NOUN
fbem-15367	40	35	area	area	NOUN
fbem-15367	40	36	,	,	PUNCT
fbem-15367	40	37	and	and	CCONJ
fbem-15367	40	38	the	the	DET
fbem-15367	40	39	total	total	ADJ
fbem-15367	40	40	income	income	NOUN
fbem-15367	40	41	of	of	ADP
fbem-15367	40	42	cities	city	NOUN
fbem-15367	40	43	in	in	ADP
fbem-15367	40	44	the	the	DET
fbem-15367	40	45	region	region	NOUN
fbem-15367	40	46	also	also	ADV
fbem-15367	40	47	increased	increase	VERB
fbem-15367	40	48	.	.	PUNCT
fbem-15367	41	1	figure	figure	NOUN
fbem-15367	41	2	3	3	NUM
fbem-15367	41	3	.	.	PUNCT
fbem-15367	42	1	the	the	DET
fbem-15367	42	2	graph	graph	NOUN
fbem-15367	42	3	above	above	ADV
fbem-15367	42	4	(	(	PUNCT
fbem-15367	42	5	figure	figure	NOUN
fbem-15367	42	6	3	3	NUM
fbem-15367	42	7	)	)	PUNCT
fbem-15367	42	8	shows	show	VERB
fbem-15367	42	9	the	the	DET
fbem-15367	42	10	curve	curve	NOUN
fbem-15367	42	11	of	of	ADP
fbem-15367	42	12	per	per	ADP
fbem-15367	42	13	capita	capita	X
fbem-15367	42	14	gdp	gdp	NOUN
fbem-15367	42	15	and	and	CCONJ
fbem-15367	42	16	tourist	tourist	NOUN
fbem-15367	42	17	arrivals	arrival	NOUN
fbem-15367	42	18	in	in	ADP
fbem-15367	42	19	recent	recent	ADJ
fbem-15367	42	20	years	year	NOUN
fbem-15367	42	21	.	.	PUNCT
fbem-15367	43	1	as	as	SCONJ
fbem-15367	43	2	can	can	AUX
fbem-15367	43	3	be	be	AUX
fbem-15367	43	4	seen	see	VERB
fbem-15367	43	5	from	from	ADP
fbem-15367	43	6	the	the	DET
fbem-15367	43	7	figure	figure	NOUN
fbem-15367	43	8	,	,	PUNCT
fbem-15367	43	9	the	the	DET
fbem-15367	43	10	linear	linear	ADJ
fbem-15367	43	11	trend	trend	NOUN
fbem-15367	43	12	of	of	ADP
fbem-15367	43	13	the	the	DET
fbem-15367	43	14	disposable	disposable	ADJ
fbem-15367	43	15	income	income	NOUN
fbem-15367	43	16	of	of	ADP
fbem-15367	43	17	the	the	DET
fbem-15367	43	18	people	people	NOUN
fbem-15367	43	19	in	in	ADP
fbem-15367	43	20	the	the	DET
fbem-15367	43	21	whole	whole	ADJ
fbem-15367	43	22	country	country	NOUN
fbem-15367	43	23	and	and	CCONJ
fbem-15367	43	24	the	the	DET
fbem-15367	43	25	number	number	NOUN
fbem-15367	43	26	of	of	ADP
fbem-15367	43	27	receptors	receptor	NOUN
fbem-15367	43	28	in	in	ADP
fbem-15367	43	29	the	the	DET
fbem-15367	43	30	study	study	NOUN
fbem-15367	43	31	area	area	NOUN
fbem-15367	43	32	of	of	ADP
fbem-15367	43	33	this	this	DET
fbem-15367	43	34	paper	paper	NOUN
fbem-15367	43	35	is	be	AUX
fbem-15367	43	36	very	very	ADV
fbem-15367	43	37	similar	similar	ADJ
fbem-15367	43	38	,	,	PUNCT
fbem-15367	43	39	with	with	ADP
fbem-15367	43	40	an	an	DET
fbem-15367	43	41	upward	upward	ADJ
fbem-15367	43	42	curve	curve	NOUN
fbem-15367	43	43	.	.	PUNCT
fbem-15367	44	1	4	4	X
fbem-15367	44	2	.	.	X
fbem-15367	44	3	reduce	reduce	VERB
fbem-15367	44	4	error	error	NOUN
fbem-15367	44	5	and	and	CCONJ
fbem-15367	44	6	verification	verification	NOUN
fbem-15367	44	7	4.1	4.1	NUM
fbem-15367	44	8	.	.	PUNCT
fbem-15367	45	1	part	part	NOUN
fbem-15367	45	2	fitting	fitting	ADJ
fbem-15367	45	3	and	and	CCONJ
fbem-15367	45	4	prediction	prediction	NOUN
fbem-15367	45	5	according	accord	VERB
fbem-15367	45	6	to	to	ADP
fbem-15367	45	7	the	the	DET
fbem-15367	45	8	data	datum	NOUN
fbem-15367	45	9	surveyed	survey	VERB
fbem-15367	45	10	in	in	ADP
fbem-15367	45	11	this	this	DET
fbem-15367	45	12	paper	paper	NOUN
fbem-15367	45	13	,	,	PUNCT
fbem-15367	45	14	from	from	ADP
fbem-15367	45	15	2001	2001	NUM
fbem-15367	45	16	to	to	ADP
fbem-15367	45	17	2010	2010	NUM
fbem-15367	45	18	,	,	PUNCT
fbem-15367	45	19	the	the	DET
fbem-15367	45	20	number	number	NOUN
fbem-15367	45	21	of	of	ADP
fbem-15367	45	22	tourist	tourist	NOUN
fbem-15367	45	23	arrivals	arrival	NOUN
fbem-15367	45	24	in	in	ADP
fbem-15367	45	25	the	the	DET
fbem-15367	45	26	region	region	NOUN
fbem-15367	45	27	also	also	ADV
fbem-15367	45	28	showed	show	VERB
fbem-15367	45	29	a	a	DET
fbem-15367	45	30	continuous	continuous	ADJ
fbem-15367	45	31	upward	upward	ADJ
fbem-15367	45	32	trend	trend	NOUN
fbem-15367	45	33	,	,	PUNCT
fbem-15367	45	34	just	just	ADV
fbem-15367	45	35	like	like	ADP
fbem-15367	45	36	the	the	DET
fbem-15367	45	37	overall	overall	ADJ
fbem-15367	45	38	data	datum	NOUN
fbem-15367	45	39	.	.	PUNCT
fbem-15367	46	1	in	in	ADP
fbem-15367	46	2	order	order	NOUN
fbem-15367	46	3	to	to	PART
fbem-15367	46	4	verify	verify	VERB
fbem-15367	46	5	the	the	DET
fbem-15367	46	6	feasibility	feasibility	NOUN
fbem-15367	46	7	and	and	CCONJ
fbem-15367	46	8	accuracy	accuracy	NOUN
fbem-15367	46	9	of	of	ADP
fbem-15367	46	10	the	the	DET
fbem-15367	46	11	calculation	calculation	NOUN
fbem-15367	46	12	method	method	NOUN
fbem-15367	46	13	mentioned	mention	VERB
fbem-15367	46	14	in	in	ADP
fbem-15367	46	15	this	this	DET
fbem-15367	46	16	paper	paper	NOUN
fbem-15367	46	17	,	,	PUNCT
fbem-15367	46	18	we	we	PRON
fbem-15367	46	19	first	first	ADV
fbem-15367	46	20	selected	select	VERB
fbem-15367	46	21	the	the	DET
fbem-15367	46	22	data	datum	NOUN
fbem-15367	46	23	of	of	ADP
fbem-15367	46	24	the	the	DET
fbem-15367	46	25	first	first	ADJ
fbem-15367	46	26	10	10	NUM
fbem-15367	46	27	years	year	NOUN
fbem-15367	46	28	from	from	ADP
fbem-15367	46	29	the	the	DET
fbem-15367	46	30	data	datum	NOUN
fbem-15367	46	31	of	of	ADP
fbem-15367	46	32	the	the	DET
fbem-15367	46	33	past	past	ADJ
fbem-15367	46	34	20	20	NUM
fbem-15367	46	35	years	year	NOUN
fbem-15367	46	36	as	as	ADP
fbem-15367	46	37	the	the	DET
fbem-15367	46	38	known	know	VERB
fbem-15367	46	39	data	datum	NOUN
fbem-15367	46	40	,	,	PUNCT
fbem-15367	46	41	and	and	CCONJ
fbem-15367	46	42	used	use	VERB
fbem-15367	46	43	this	this	DET
fbem-15367	46	44	set	set	NOUN
fbem-15367	46	45	of	of	ADP
fbem-15367	46	46	data	datum	NOUN
fbem-15367	46	47	to	to	PART
fbem-15367	46	48	carry	carry	VERB
fbem-15367	46	49	out	out	ADP
fbem-15367	46	50	data	datum	NOUN
fbem-15367	46	51	fitting	fitting	ADJ
fbem-15367	46	52	and	and	CCONJ
fbem-15367	46	53	least	least	ADJ
fbem-15367	46	54	squares	square	NOUN
fbem-15367	46	55	model	model	NOUN
fbem-15367	46	56	establishment	establishment	NOUN
fbem-15367	46	57	in	in	ADP
fbem-15367	46	58	matlab,[3	matlab,[3	ADJ
fbem-15367	46	59	]	]	PUNCT
fbem-15367	46	60	and	and	CCONJ
fbem-15367	46	61	obtained	obtain	VERB
fbem-15367	46	62	the	the	DET
fbem-15367	46	63	predicted	predict	VERB
fbem-15367	46	64	value	value	NOUN
fbem-15367	46	65	of	of	ADP
fbem-15367	46	66	the	the	DET
fbem-15367	46	67	number	number	NOUN
fbem-15367	46	68	of	of	ADP
fbem-15367	46	69	tourists	tourist	NOUN
fbem-15367	46	70	from	from	ADP
fbem-15367	46	71	2011	2011	NUM
fbem-15367	46	72	to	to	ADP
fbem-15367	46	73	2013	2013	NUM
fbem-15367	46	74	from	from	ADP
fbem-15367	46	75	this	this	DET
fbem-15367	46	76	set	set	NOUN
fbem-15367	46	77	of	of	ADP
fbem-15367	46	78	data	datum	NOUN
fbem-15367	46	79	.	.	PUNCT
fbem-15367	47	1	they	they	PRON
fbem-15367	47	2	then	then	ADV
fbem-15367	47	3	compared	compare	VERB
fbem-15367	47	4	the	the	DET
fbem-15367	47	5	predicted	predict	VERB
fbem-15367	47	6	value	value	NOUN
fbem-15367	47	7	of	of	ADP
fbem-15367	47	8	the	the	DET
fbem-15367	47	9	model	model	NOUN
fbem-15367	47	10	with	with	ADP
fbem-15367	47	11	the	the	DET
fbem-15367	47	12	actual	actual	ADJ
fbem-15367	47	13	number	number	NOUN
fbem-15367	47	14	of	of	ADP
fbem-15367	47	15	tourist	tourist	NOUN
fbem-15367	47	16	arrivals	arrival	NOUN
fbem-15367	47	17	in	in	ADP
fbem-15367	47	18	the	the	DET
fbem-15367	47	19	region	region	NOUN
fbem-15367	47	20	from	from	ADP
fbem-15367	47	21	2011	2011	NUM
fbem-15367	47	22	to	to	ADP
fbem-15367	47	23	2013	2013	NUM
fbem-15367	47	24	.	.	PUNCT
fbem-15367	48	1	it	it	PRON
fbem-15367	48	2	can	can	AUX
fbem-15367	48	3	be	be	AUX
fbem-15367	48	4	concluded	conclude	VERB
fbem-15367	48	5	that	that	SCONJ
fbem-15367	48	6	the	the	DET
fbem-15367	48	7	model	model	NOUN
fbem-15367	48	8	's	's	PART
fbem-15367	48	9	ability	ability	NOUN
fbem-15367	48	10	to	to	PART
fbem-15367	48	11	evaluate	evaluate	VERB
fbem-15367	48	12	data	datum	NOUN
fbem-15367	48	13	and	and	CCONJ
fbem-15367	48	14	the	the	DET
fbem-15367	48	15	model	model	NOUN
fbem-15367	48	16	's	's	PART
fbem-15367	48	17	ability	ability	NOUN
fbem-15367	48	18	to	to	PART
fbem-15367	48	19	process	process	VERB
fbem-15367	48	20	data	datum	NOUN
fbem-15367	48	21	.	.	PUNCT
fbem-15367	49	1	figure	figure	VERB
fbem-15367	49	2	4	4	NUM
fbem-15367	49	3	.	.	PUNCT
fbem-15367	49	4	from	from	ADP
fbem-15367	49	5	the	the	DET
fbem-15367	49	6	model	model	NOUN
fbem-15367	49	7	image	image	NOUN
fbem-15367	49	8	(	(	PUNCT
fbem-15367	49	9	figure	figure	NOUN
fbem-15367	49	10	4	4	NUM
fbem-15367	49	11	)	)	PUNCT
fbem-15367	49	12	above	above	ADV
fbem-15367	49	13	,	,	PUNCT
fbem-15367	49	14	it	it	PRON
fbem-15367	49	15	can	can	AUX
fbem-15367	49	16	be	be	AUX
fbem-15367	49	17	seen	see	VERB
fbem-15367	49	18	that	that	SCONJ
fbem-15367	49	19	the	the	DET
fbem-15367	49	20	model	model	NOUN
fbem-15367	49	21	predicts	predict	VERB
fbem-15367	49	22	the	the	DET
fbem-15367	49	23	number	number	NOUN
fbem-15367	49	24	of	of	ADP
fbem-15367	49	25	tourists	tourist	NOUN
fbem-15367	49	26	in	in	ADP
fbem-15367	49	27	the	the	DET
fbem-15367	49	28	region	region	NOUN
fbem-15367	49	29	between	between	ADP
fbem-15367	49	30	2011	2011	NUM
fbem-15367	49	31	and	and	CCONJ
fbem-15367	49	32	2013	2013	NUM
fbem-15367	49	33	as	as	SCONJ
fbem-15367	49	34	follows	follow	VERB
fbem-15367	49	35	:	:	PUNCT
fbem-15367	49	36	2011:25,871,900	2011:25,871,900	NUM
fbem-15367	49	37	2012:31,836,200	2012:31,836,200	NUM
fbem-15367	49	38	2013:35,385,200	2013:35,385,200	NUM
fbem-15367	49	39	the	the	DET
fbem-15367	49	40	actual	actual	ADJ
fbem-15367	49	41	number	number	NOUN
fbem-15367	49	42	of	of	ADP
fbem-15367	49	43	tourists	tourist	NOUN
fbem-15367	49	44	from	from	ADP
fbem-15367	49	45	2011	2011	NUM
fbem-15367	49	46	to	to	ADP
fbem-15367	49	47	2013	2013	NUM
fbem-15367	49	48	is	be	AUX
fbem-15367	49	49	as	as	SCONJ
fbem-15367	49	50	follows	follow	VERB
fbem-15367	49	51	:	:	PUNCT
fbem-15367	49	52	2011:30,013,400	2011:30,013,400	NUM
fbem-15367	49	53	2012:33,203,700	2012:33,203,700	NUM
fbem-15367	49	54	2013:36,725,100	2013:36,725,100	NUM
fbem-15367	49	55	through	through	ADP
fbem-15367	49	56	the	the	DET
fbem-15367	49	57	comparison	comparison	NOUN
fbem-15367	49	58	between	between	ADP
fbem-15367	49	59	the	the	DET
fbem-15367	49	60	above	above	ADJ
fbem-15367	49	61	predicted	predict	VERB
fbem-15367	49	62	value	value	NOUN
fbem-15367	49	63	and	and	CCONJ
fbem-15367	49	64	the	the	DET
fbem-15367	49	65	real	real	ADJ
fbem-15367	49	66	value	value	NOUN
fbem-15367	49	67	,	,	PUNCT
fbem-15367	49	68	it	it	PRON
fbem-15367	49	69	can	can	AUX
fbem-15367	49	70	be	be	AUX
fbem-15367	49	71	concluded	conclude	VERB
fbem-15367	49	72	that	that	SCONJ
fbem-15367	49	73	the	the	DET
fbem-15367	49	74	predicted	predict	VERB
fbem-15367	49	75	value	value	NOUN
fbem-15367	49	76	generated	generate	VERB
fbem-15367	49	77	by	by	ADP
fbem-15367	49	78	the	the	DET
fbem-15367	49	79	model	model	NOUN
fbem-15367	49	80	in	in	ADP
fbem-15367	49	81	the	the	DET
fbem-15367	49	82	prediction	prediction	NOUN
fbem-15367	49	83	process	process	NOUN
fbem-15367	49	84	is	be	AUX
fbem-15367	49	85	in	in	ADP
fbem-15367	49	86	good	good	ADJ
fbem-15367	49	87	agreement	agreement	NOUN
fbem-15367	49	88	with	with	ADP
fbem-15367	49	89	the	the	DET
fbem-15367	49	90	real	real	ADJ
fbem-15367	49	91	value	value	NOUN
fbem-15367	49	92	.	.	PUNCT
fbem-15367	50	1	for	for	ADP
fbem-15367	50	2	example	example	NOUN
fbem-15367	50	3	,	,	PUNCT
fbem-15367	50	4	in	in	ADP
fbem-15367	50	5	2013	2013	NUM
fbem-15367	50	6	,	,	PUNCT
fbem-15367	50	7	the	the	DET
fbem-15367	50	8	real	real	ADJ
fbem-15367	50	9	number	number	NOUN
fbem-15367	50	10	of	of	ADP
fbem-15367	50	11	people	people	NOUN
fbem-15367	50	12	is	be	AUX
fbem-15367	50	13	36.7	36.7	NUM
fbem-15367	50	14	million	million	NUM
fbem-15367	50	15	,	,	PUNCT
fbem-15367	50	16	while	while	SCONJ
fbem-15367	50	17	the	the	DET
fbem-15367	50	18	number	number	NOUN
fbem-15367	50	19	predicted	predict	VERB
fbem-15367	50	20	by	by	ADP
fbem-15367	50	21	the	the	DET
fbem-15367	50	22	model	model	NOUN
fbem-15367	50	23	is	be	AUX
fbem-15367	50	24	35,380	35,380	NUM
fbem-15367	50	25	million	million	NUM
fbem-15367	50	26	,	,	PUNCT
fbem-15367	50	27	with	with	ADP
fbem-15367	50	28	only	only	ADV
fbem-15367	50	29	3.8	3.8	NUM
fbem-15367	50	30	%	%	NOUN
fbem-15367	50	31	error	error	NOUN
fbem-15367	50	32	.	.	PUNCT
fbem-15367	51	1	in	in	ADP
fbem-15367	51	2	2012	2012	NUM
fbem-15367	51	3	,	,	PUNCT
fbem-15367	51	4	the	the	DET
fbem-15367	51	5	actual	actual	ADJ
fbem-15367	51	6	number	number	NOUN
fbem-15367	51	7	was	be	AUX
fbem-15367	51	8	33.2	33.2	NUM
fbem-15367	51	9	million	million	NUM
fbem-15367	51	10	,	,	PUNCT
fbem-15367	51	11	and	and	CCONJ
fbem-15367	51	12	the	the	DET
fbem-15367	51	13	estimated	estimate	VERB
fbem-15367	51	14	number	number	NOUN
fbem-15367	51	15	was	be	AUX
fbem-15367	51	16	31.8	31.8	NUM
fbem-15367	51	17	million	million	NUM
fbem-15367	51	18	,	,	PUNCT
fbem-15367	51	19	with	with	ADP
fbem-15367	51	20	a	a	DET
fbem-15367	51	21	relative	relative	ADJ
fbem-15367	51	22	error	error	NOUN
fbem-15367	51	23	of	of	ADP
fbem-15367	51	24	4.3	4.3	NUM
fbem-15367	51	25	%	%	NOUN
fbem-15367	51	26	;	;	PUNCT
fbem-15367	51	27	in	in	ADP
fbem-15367	51	28	mid-2011	mid-2011	NOUN
fbem-15367	51	29	,	,	PUNCT
fbem-15367	51	30	the	the	DET
fbem-15367	51	31	actual	actual	ADJ
fbem-15367	51	32	number	number	NOUN
fbem-15367	51	33	was	be	AUX
fbem-15367	51	34	30.1	30.1	NUM
fbem-15367	51	35	million	million	NUM
fbem-15367	51	36	and	and	CCONJ
fbem-15367	51	37	the	the	DET
fbem-15367	51	38	forecast	forecast	NOUN
fbem-15367	51	39	was	be	AUX
fbem-15367	51	40	25.87	25.87	NUM
fbem-15367	51	41	million	million	NUM
fbem-15367	51	42	,	,	PUNCT
fbem-15367	51	43	with	with	ADP
fbem-15367	51	44	a	a	DET
fbem-15367	51	45	relative	relative	ADJ
fbem-15367	51	46	error	error	NOUN
fbem-15367	51	47	of	of	ADP
fbem-15367	51	48	16	16	NUM
fbem-15367	51	49	%	%	NOUN
fbem-15367	51	50	.	.	PUNCT
fbem-15367	52	1	through	through	ADP
fbem-15367	52	2	calculation	calculation	NOUN
fbem-15367	52	3	,	,	PUNCT
fbem-15367	52	4	it	it	PRON
fbem-15367	52	5	can	can	AUX
fbem-15367	52	6	be	be	AUX
fbem-15367	52	7	seen	see	VERB
fbem-15367	52	8	that	that	SCONJ
fbem-15367	52	9	the	the	DET
fbem-15367	52	10	average	average	ADJ
fbem-15367	52	11	error	error	NOUN
fbem-15367	52	12	does	do	AUX
fbem-15367	52	13	not	not	PART
fbem-15367	52	14	exceed	exceed	VERB
fbem-15367	52	15	10	10	NUM
fbem-15367	52	16	%	%	NOUN
fbem-15367	52	17	,	,	PUNCT
fbem-15367	52	18	and	and	CCONJ
fbem-15367	52	19	the	the	DET
fbem-15367	52	20	error	error	NOUN
fbem-15367	52	21	size	size	NOUN
fbem-15367	52	22	is	be	AUX
fbem-15367	52	23	still	still	ADV
fbem-15367	52	24	acceptable	acceptable	ADJ
fbem-15367	52	25	in	in	ADP
fbem-15367	52	26	this	this	DET
fbem-15367	52	27	paper	paper	NOUN
fbem-15367	52	28	.	.	PUNCT
fbem-15367	53	1	42	42	NUM
fbem-15367	53	2	4.2	4.2	NUM
fbem-15367	53	3	.	.	PUNCT
fbem-15367	54	1	k	k	PROPN
fbem-15367	54	2	fold	fold	PROPN
fbem-15367	54	3	cross	cross	PROPN
fbem-15367	54	4	verification	verification	NOUN
fbem-15367	54	5	method	method	NOUN
fbem-15367	54	6	when	when	SCONJ
fbem-15367	54	7	we	we	PRON
fbem-15367	54	8	want	want	VERB
fbem-15367	54	9	to	to	PART
fbem-15367	54	10	fit	fit	VERB
fbem-15367	54	11	a	a	DET
fbem-15367	54	12	model	model	NOUN
fbem-15367	54	13	multiple	multiple	ADJ
fbem-15367	54	14	times	time	NOUN
fbem-15367	54	15	,	,	PUNCT
fbem-15367	54	16	we	we	PRON
fbem-15367	54	17	can	can	AUX
fbem-15367	54	18	use	use	VERB
fbem-15367	54	19	cross	cross	NOUN
fbem-15367	54	20	fitting	fitting	ADJ
fbem-15367	54	21	to	to	PART
fbem-15367	54	22	reduce	reduce	VERB
fbem-15367	54	23	the	the	DET
fbem-15367	54	24	errors	error	NOUN
fbem-15367	54	25	implied	imply	VERB
fbem-15367	54	26	in	in	ADP
fbem-15367	54	27	the	the	DET
fbem-15367	54	28	model	model	NOUN
fbem-15367	54	29	.	.	PUNCT
fbem-15367	55	1	when	when	SCONJ
fbem-15367	55	2	the	the	DET
fbem-15367	55	3	amount	amount	NOUN
fbem-15367	55	4	of	of	ADP
fbem-15367	55	5	data	data	NOUN
fbem-15367	55	6	is	be	AUX
fbem-15367	55	7	not	not	PART
fbem-15367	55	8	large	large	ADJ
fbem-15367	55	9	enough	enough	ADV
fbem-15367	55	10	,	,	PUNCT
fbem-15367	55	11	k	k	ADJ
fbem-15367	55	12	-	-	ADJ
fbem-15367	55	13	fold	fold	ADJ
fbem-15367	55	14	crossvalidation	crossvalidation	NOUN
fbem-15367	55	15	can	can	AUX
fbem-15367	55	16	be	be	AUX
fbem-15367	55	17	a	a	DET
fbem-15367	55	18	good	good	ADJ
fbem-15367	55	19	solution	solution	NOUN
fbem-15367	55	20	to	to	ADP
fbem-15367	55	21	this	this	DET
fbem-15367	55	22	problem	problem	NOUN
fbem-15367	55	23	.	.	PUNCT
fbem-15367	56	1	for	for	ADP
fbem-15367	56	2	some	some	DET
fbem-15367	56	3	shortcomings	shortcoming	NOUN
fbem-15367	56	4	and	and	CCONJ
fbem-15367	56	5	shortcomings	shortcoming	NOUN
fbem-15367	56	6	of	of	ADP
fbem-15367	56	7	simple	simple	ADJ
fbem-15367	56	8	cross	cross	NOUN
fbem-15367	56	9	-	-	NOUN
fbem-15367	56	10	validation	validation	ADJ
fbem-15367	56	11	,	,	PUNCT
fbem-15367	56	12	k	k	ADJ
fbem-15367	56	13	-	-	ADJ
fbem-15367	56	14	fold	fold	ADJ
fbem-15367	56	15	cross	cross	NOUN
fbem-15367	56	16	-	-	NOUN
fbem-15367	56	17	validation	validation	ADJ
fbem-15367	56	18	can	can	AUX
fbem-15367	56	19	be	be	AUX
fbem-15367	56	20	further	far	ADV
fbem-15367	56	21	improved	improve	VERB
fbem-15367	56	22	and	and	CCONJ
fbem-15367	56	23	improved	improve	VERB
fbem-15367	56	24	.	.	PUNCT
fbem-15367	57	1	for	for	ADP
fbem-15367	57	2	example	example	NOUN
fbem-15367	57	3	,	,	PUNCT
fbem-15367	57	4	simple	simple	ADJ
fbem-15367	57	5	cross	cross	NOUN
fbem-15367	57	6	-	-	NOUN
fbem-15367	57	7	validation	validation	NOUN
fbem-15367	57	8	has	have	VERB
fbem-15367	57	9	the	the	DET
fbem-15367	57	10	problem	problem	NOUN
fbem-15367	57	11	of	of	ADP
fbem-15367	57	12	insufficient	insufficient	ADJ
fbem-15367	57	13	utilization	utilization	NOUN
fbem-15367	57	14	of	of	ADP
fbem-15367	57	15	data	datum	NOUN
fbem-15367	57	16	.	.	PUNCT
fbem-15367	58	1	when	when	SCONJ
fbem-15367	58	2	the	the	DET
fbem-15367	58	3	user	user	NOUN
fbem-15367	58	4	simply	simply	ADV
fbem-15367	58	5	groups	group	VERB
fbem-15367	58	6	the	the	DET
fbem-15367	58	7	collected	collect	VERB
fbem-15367	58	8	observation	observation	NOUN
fbem-15367	58	9	data	datum	NOUN
fbem-15367	58	10	and	and	CCONJ
fbem-15367	58	11	verifies	verifie	NOUN
fbem-15367	58	12	it	it	PRON
fbem-15367	58	13	according	accord	VERB
fbem-15367	58	14	to	to	ADP
fbem-15367	58	15	the	the	DET
fbem-15367	58	16	method	method	NOUN
fbem-15367	58	17	,	,	PUNCT
fbem-15367	58	18	there	there	PRON
fbem-15367	58	19	is	be	VERB
fbem-15367	58	20	a	a	DET
fbem-15367	58	21	strong	strong	ADJ
fbem-15367	58	22	correlation	correlation	NOUN
fbem-15367	58	23	between	between	ADP
fbem-15367	58	24	the	the	DET
fbem-15367	58	25	final	final	ADJ
fbem-15367	58	26	result	result	NOUN
fbem-15367	58	27	and	and	CCONJ
fbem-15367	58	28	the	the	DET
fbem-15367	58	29	user	user	NOUN
fbem-15367	58	30	's	's	PART
fbem-15367	58	31	grouping	grouping	NOUN
fbem-15367	58	32	method	method	NOUN
fbem-15367	58	33	,	,	PUNCT
fbem-15367	58	34	which	which	PRON
fbem-15367	58	35	leads	lead	VERB
fbem-15367	58	36	to	to	ADP
fbem-15367	58	37	the	the	DET
fbem-15367	58	38	limitations	limitation	NOUN
fbem-15367	58	39	of	of	ADP
fbem-15367	58	40	this	this	DET
fbem-15367	58	41	method	method	NOUN
fbem-15367	58	42	.	.	PUNCT
fbem-15367	59	1	in	in	ADP
fbem-15367	59	2	order	order	NOUN
fbem-15367	59	3	to	to	PART
fbem-15367	59	4	solve	solve	VERB
fbem-15367	59	5	the	the	DET
fbem-15367	59	6	shortcomings	shortcoming	NOUN
fbem-15367	59	7	of	of	ADP
fbem-15367	59	8	this	this	DET
fbem-15367	59	9	simple	simple	ADJ
fbem-15367	59	10	crossvalidation	crossvalidation	NOUN
fbem-15367	59	11	method	method	NOUN
fbem-15367	59	12	,	,	PUNCT
fbem-15367	59	13	k	k	ADJ
fbem-15367	59	14	-	-	ADJ
fbem-15367	59	15	fold	fold	ADJ
fbem-15367	59	16	cross	cross	ADJ
fbem-15367	59	17	-	-	ADJ
fbem-15367	59	18	validation	validation	ADJ
fbem-15367	59	19	divides	divide	VERB
fbem-15367	59	20	the	the	DET
fbem-15367	59	21	observation	observation	NOUN
fbem-15367	59	22	data	data	NOUN
fbem-15367	59	23	sample	sample	NOUN
fbem-15367	59	24	into	into	ADP
fbem-15367	59	25	k	k	PROPN
fbem-15367	59	26	subsets	subset	NOUN
fbem-15367	59	27	with	with	ADP
fbem-15367	59	28	equal	equal	ADJ
fbem-15367	59	29	memory	memory	NOUN
fbem-15367	59	30	size	size	NOUN
fbem-15367	59	31	,	,	PUNCT
fbem-15367	59	32	and	and	CCONJ
fbem-15367	59	33	then	then	ADV
fbem-15367	59	34	completely	completely	ADV
fbem-15367	59	35	traverses	traverse	VERB
fbem-15367	59	36	the	the	DET
fbem-15367	59	37	contents	content	NOUN
fbem-15367	59	38	of	of	ADP
fbem-15367	59	39	this	this	PRON
fbem-15367	59	40	k	k	PROPN
fbem-15367	59	41	subset	subset	NOUN
fbem-15367	59	42	.	.	PUNCT
fbem-15367	60	1	[	[	X
fbem-15367	60	2	4	4	X
fbem-15367	60	3	]	]	PUNCT
fbem-15367	60	4	in	in	ADP
fbem-15367	60	5	addition	addition	NOUN
fbem-15367	60	6	,	,	PUNCT
fbem-15367	60	7	the	the	DET
fbem-15367	60	8	contents	content	NOUN
fbem-15367	60	9	of	of	ADP
fbem-15367	60	10	the	the	DET
fbem-15367	60	11	previous	previous	ADJ
fbem-15367	60	12	subset	subset	NOUN
fbem-15367	60	13	will	will	AUX
fbem-15367	60	14	be	be	AUX
fbem-15367	60	15	used	use	VERB
fbem-15367	60	16	as	as	ADP
fbem-15367	60	17	the	the	DET
fbem-15367	60	18	verification	verification	NOUN
fbem-15367	60	19	set	set	VERB
fbem-15367	60	20	for	for	ADP
fbem-15367	60	21	each	each	DET
fbem-15367	60	22	operation	operation	NOUN
fbem-15367	60	23	,	,	PUNCT
fbem-15367	60	24	and	and	CCONJ
fbem-15367	60	25	all	all	DET
fbem-15367	60	26	the	the	DET
fbem-15367	60	27	other	other	ADJ
fbem-15367	60	28	samples	sample	NOUN
fbem-15367	60	29	will	will	AUX
fbem-15367	60	30	be	be	AUX
fbem-15367	60	31	used	use	VERB
fbem-15367	60	32	as	as	ADP
fbem-15367	60	33	the	the	DET
fbem-15367	60	34	training	training	NOUN
fbem-15367	60	35	set	set	VERB
fbem-15367	60	36	to	to	PART
fbem-15367	60	37	verify	verify	VERB
fbem-15367	60	38	and	and	CCONJ
fbem-15367	60	39	evaluate	evaluate	VERB
fbem-15367	60	40	the	the	DET
fbem-15367	60	41	model	model	NOUN
fbem-15367	60	42	.	.	PUNCT
fbem-15367	61	1	finally	finally	ADV
fbem-15367	61	2	,	,	PUNCT
fbem-15367	61	3	the	the	DET
fbem-15367	61	4	average	average	ADJ
fbem-15367	61	5	value	value	NOUN
fbem-15367	61	6	of	of	ADP
fbem-15367	61	7	k	k	PROPN
fbem-15367	61	8	evaluation	evaluation	NOUN
fbem-15367	61	9	indexes	index	NOUN
fbem-15367	61	10	is	be	AUX
fbem-15367	61	11	used	use	VERB
fbem-15367	61	12	as	as	ADP
fbem-15367	61	13	the	the	DET
fbem-15367	61	14	final	final	ADJ
fbem-15367	61	15	evaluation	evaluation	NOUN
fbem-15367	61	16	index	index	NOUN
fbem-15367	61	17	of	of	ADP
fbem-15367	61	18	the	the	DET
fbem-15367	61	19	model	model	NOUN
fbem-15367	61	20	to	to	PART
fbem-15367	61	21	verify	verify	VERB
fbem-15367	61	22	.	.	PUNCT
fbem-15367	62	1	in	in	ADP
fbem-15367	62	2	general	general	ADJ
fbem-15367	62	3	,	,	PUNCT
fbem-15367	62	4	the	the	DET
fbem-15367	62	5	value	value	NOUN
fbem-15367	62	6	of	of	ADP
fbem-15367	62	7	k	k	PROPN
fbem-15367	62	8	is	be	AUX
fbem-15367	62	9	10	10	NUM
fbem-15367	62	10	in	in	ADP
fbem-15367	62	11	the	the	DET
fbem-15367	62	12	k	k	ADJ
fbem-15367	62	13	-	-	ADJ
fbem-15367	62	14	fold	fold	ADJ
fbem-15367	62	15	verification	verification	NOUN
fbem-15367	62	16	method	method	NOUN
fbem-15367	62	17	.	.	PUNCT
fbem-15367	63	1	4.3	4.3	NUM
fbem-15367	63	2	.	.	PUNCT
fbem-15367	64	1	holdout	holdout	NOUN
fbem-15367	64	2	method	method	VERB
fbem-15367	64	3	the	the	DET
fbem-15367	64	4	holdout	holdout	NOUN
fbem-15367	64	5	method	method	NOUN
fbem-15367	64	6	divides	divide	VERB
fbem-15367	64	7	the	the	DET
fbem-15367	64	8	data	datum	NOUN
fbem-15367	64	9	into	into	ADP
fbem-15367	64	10	two	two	NUM
fbem-15367	64	11	parts	part	NOUN
fbem-15367	64	12	,	,	PUNCT
fbem-15367	64	13	the	the	DET
fbem-15367	64	14	first	first	ADJ
fbem-15367	64	15	part	part	NOUN
fbem-15367	64	16	is	be	AUX
fbem-15367	64	17	the	the	DET
fbem-15367	64	18	training	training	NOUN
fbem-15367	64	19	set	set	NOUN
fbem-15367	64	20	and	and	CCONJ
fbem-15367	64	21	the	the	DET
fbem-15367	64	22	second	second	ADJ
fbem-15367	64	23	part	part	NOUN
fbem-15367	64	24	is	be	AUX
fbem-15367	64	25	the	the	DET
fbem-15367	64	26	test	test	NOUN
fbem-15367	64	27	set	set	NOUN
fbem-15367	64	28	.	.	PUNCT
fbem-15367	65	1	after	after	SCONJ
fbem-15367	65	2	the	the	DET
fbem-15367	65	3	division	division	NOUN
fbem-15367	65	4	is	be	AUX
fbem-15367	65	5	completed	complete	VERB
fbem-15367	65	6	,	,	PUNCT
fbem-15367	65	7	the	the	DET
fbem-15367	65	8	appropriate	appropriate	ADJ
fbem-15367	65	9	model	model	NOUN
fbem-15367	65	10	is	be	AUX
fbem-15367	65	11	selected	select	VERB
fbem-15367	65	12	and	and	CCONJ
fbem-15367	65	13	then	then	ADV
fbem-15367	65	14	validated	validate	VERB
fbem-15367	65	15	and	and	CCONJ
fbem-15367	65	16	evaluated	evaluate	VERB
fbem-15367	65	17	in	in	ADP
fbem-15367	65	18	the	the	DET
fbem-15367	65	19	processing	processing	NOUN
fbem-15367	65	20	of	of	ADP
fbem-15367	65	21	this	this	DET
fbem-15367	65	22	set	set	NOUN
fbem-15367	65	23	of	of	ADP
fbem-15367	65	24	data	datum	NOUN
fbem-15367	65	25	,	,	PUNCT
fbem-15367	65	26	the	the	DET
fbem-15367	65	27	data	datum	NOUN
fbem-15367	65	28	since	since	SCONJ
fbem-15367	65	29	2001	2001	NUM
fbem-15367	65	30	is	be	AUX
fbem-15367	65	31	divided	divide	VERB
fbem-15367	65	32	into	into	ADP
fbem-15367	65	33	two	two	NUM
fbem-15367	65	34	parts	part	NOUN
fbem-15367	65	35	.	.	PUNCT
fbem-15367	66	1	in	in	ADP
fbem-15367	66	2	this	this	DET
fbem-15367	66	3	paper	paper	NOUN
fbem-15367	66	4	,	,	PUNCT
fbem-15367	66	5	the	the	DET
fbem-15367	66	6	first	first	ADJ
fbem-15367	66	7	half	half	NOUN
fbem-15367	66	8	of	of	ADP
fbem-15367	66	9	the	the	DET
fbem-15367	66	10	data	datum	NOUN
fbem-15367	66	11	is	be	AUX
fbem-15367	66	12	used	use	VERB
fbem-15367	66	13	as	as	ADP
fbem-15367	66	14	the	the	DET
fbem-15367	66	15	training	training	NOUN
fbem-15367	66	16	set	set	NOUN
fbem-15367	66	17	,	,	PUNCT
fbem-15367	66	18	and	and	CCONJ
fbem-15367	66	19	the	the	DET
fbem-15367	66	20	second	second	ADJ
fbem-15367	66	21	half	half	NOUN
fbem-15367	66	22	of	of	ADP
fbem-15367	66	23	the	the	DET
fbem-15367	66	24	data	datum	NOUN
fbem-15367	66	25	is	be	AUX
fbem-15367	66	26	used	use	VERB
fbem-15367	66	27	as	as	ADP
fbem-15367	66	28	the	the	DET
fbem-15367	66	29	verification	verification	NOUN
fbem-15367	66	30	set	set	NOUN
fbem-15367	66	31	.	.	PUNCT
fbem-15367	67	1	polynomial	polynomial	ADJ
fbem-15367	67	2	regression	regression	NOUN
fbem-15367	67	3	method	method	NOUN
fbem-15367	67	4	is	be	AUX
fbem-15367	67	5	used	use	VERB
fbem-15367	67	6	for	for	ADP
fbem-15367	67	7	data	datum	NOUN
fbem-15367	67	8	fitting	fitting	ADJ
fbem-15367	67	9	and	and	CCONJ
fbem-15367	67	10	chart	chart	NOUN
fbem-15367	67	11	construction	construction	NOUN
fbem-15367	67	12	,	,	PUNCT
fbem-15367	67	13	like	like	ADP
fbem-15367	67	14	the	the	DET
fbem-15367	67	15	figure	figure	NOUN
fbem-15367	67	16	5	5	NUM
fbem-15367	67	17	below	below	ADV
fbem-15367	67	18	.	.	PUNCT
fbem-15367	68	1	figure	figure	NOUN
fbem-15367	68	2	5	5	NUM
fbem-15367	68	3	.	.	X
fbem-15367	68	4	4.4	4.4	NUM
fbem-15367	68	5	.	.	PUNCT
fbem-15367	69	1	root	root	NOUN
fbem-15367	69	2	mean	mean	VERB
fbem-15367	69	3	square	square	ADJ
fbem-15367	69	4	error	error	NOUN
fbem-15367	69	5	(	(	PUNCT
fbem-15367	69	6	rmse	rmse	NOUN
fbem-15367	69	7	)	)	PUNCT
fbem-15367	69	8	root	root	NOUN
fbem-15367	69	9	mean	mean	VERB
fbem-15367	69	10	square	square	ADJ
fbem-15367	69	11	error	error	NOUN
fbem-15367	69	12	(	(	PUNCT
fbem-15367	69	13	rmse	rmse	NOUN
fbem-15367	69	14	)	)	PUNCT
fbem-15367	69	15	,	,	PUNCT
fbem-15367	69	16	also	also	ADV
fbem-15367	69	17	known	know	VERB
fbem-15367	69	18	as	as	ADP
fbem-15367	69	19	the	the	DET
fbem-15367	69	20	standard	standard	ADJ
fbem-15367	69	21	error	error	NOUN
fbem-15367	69	22	,	,	PUNCT
fbem-15367	69	23	is	be	AUX
fbem-15367	69	24	often	often	ADV
fbem-15367	69	25	used	use	VERB
fbem-15367	69	26	to	to	PART
fbem-15367	69	27	describe	describe	VERB
fbem-15367	69	28	the	the	DET
fbem-15367	69	29	difference	difference	NOUN
fbem-15367	69	30	between	between	ADP
fbem-15367	69	31	the	the	DET
fbem-15367	69	32	real	real	ADJ
fbem-15367	69	33	data	datum	NOUN
fbem-15367	69	34	and	and	CCONJ
fbem-15367	69	35	the	the	DET
fbem-15367	69	36	predicted	predict	VERB
fbem-15367	69	37	results	result	NOUN
fbem-15367	69	38	of	of	ADP
fbem-15367	69	39	the	the	DET
fbem-15367	69	40	model	model	NOUN
fbem-15367	69	41	.	.	PUNCT
fbem-15367	70	1	the	the	PRON
fbem-15367	70	2	smaller	small	ADJ
fbem-15367	70	3	the	the	DET
fbem-15367	70	4	number	number	NOUN
fbem-15367	70	5	of	of	ADP
fbem-15367	70	6	the	the	DET
fbem-15367	70	7	value	value	NOUN
fbem-15367	70	8	,	,	PUNCT
fbem-15367	70	9	the	the	PRON
fbem-15367	70	10	smaller	small	ADJ
fbem-15367	70	11	the	the	DET
fbem-15367	70	12	difference	difference	NOUN
fbem-15367	70	13	between	between	ADP
fbem-15367	70	14	the	the	DET
fbem-15367	70	15	predicted	predict	VERB
fbem-15367	70	16	value	value	NOUN
fbem-15367	70	17	and	and	CCONJ
fbem-15367	70	18	the	the	DET
fbem-15367	70	19	real	real	ADJ
fbem-15367	70	20	value	value	NOUN
fbem-15367	70	21	.	.	PUNCT
fbem-15367	71	1	it	it	PRON
fbem-15367	71	2	measures	measure	VERB
fbem-15367	71	3	the	the	DET
fbem-15367	71	4	average	average	ADJ
fbem-15367	71	5	size	size	NOUN
fbem-15367	71	6	of	of	ADP
fbem-15367	71	7	the	the	DET
fbem-15367	71	8	prediction	prediction	NOUN
fbem-15367	71	9	error	error	NOUN
fbem-15367	71	10	of	of	ADP
fbem-15367	71	11	the	the	DET
fbem-15367	71	12	model	model	NOUN
fbem-15367	71	13	.	.	PUNCT
fbem-15367	72	1	it	it	PRON
fbem-15367	72	2	is	be	AUX
fbem-15367	72	3	sensitive	sensitive	ADJ
fbem-15367	72	4	to	to	ADP
fbem-15367	72	5	abnormal	abnormal	ADJ
fbem-15367	72	6	data	datum	NOUN
fbem-15367	72	7	in	in	ADP
fbem-15367	72	8	the	the	DET
fbem-15367	72	9	same	same	ADJ
fbem-15367	72	10	set	set	NOUN
fbem-15367	72	11	of	of	ADP
fbem-15367	72	12	linear	linear	PROPN
fbem-15367	72	13	data	datum	NOUN
fbem-15367	72	14	(	(	PUNCT
fbem-15367	72	15	such	such	ADJ
fbem-15367	72	16	as	as	ADP
fbem-15367	72	17	values	value	NOUN
fbem-15367	72	18	strongly	strongly	ADV
fbem-15367	72	19	different	different	ADJ
fbem-15367	72	20	from	from	ADP
fbem-15367	72	21	other	other	ADJ
fbem-15367	72	22	data	datum	NOUN
fbem-15367	72	23	sizes	size	NOUN
fbem-15367	72	24	)	)	PUNCT
fbem-15367	72	25	,	,	PUNCT
fbem-15367	72	26	so	so	CCONJ
fbem-15367	72	27	the	the	DET
fbem-15367	72	28	root	root	NOUN
fbem-15367	72	29	-	-	PUNCT
fbem-15367	72	30	mean	mean	ADJ
fbem-15367	72	31	-	-	PUNCT
fbem-15367	72	32	square	square	NOUN
fbem-15367	72	33	error	error	NOUN
fbem-15367	72	34	can	can	AUX
fbem-15367	72	35	well	well	ADV
fbem-15367	72	36	reflect	reflect	VERB
fbem-15367	72	37	the	the	DET
fbem-15367	72	38	precision	precision	NOUN
fbem-15367	72	39	and	and	CCONJ
fbem-15367	72	40	stability	stability	NOUN
fbem-15367	72	41	of	of	ADP
fbem-15367	72	42	the	the	DET
fbem-15367	72	43	measurement	measurement	NOUN
fbem-15367	72	44	.	.	PUNCT
fbem-15367	73	1	the	the	DET
fbem-15367	73	2	calculation	calculation	NOUN
fbem-15367	73	3	method	method	NOUN
fbem-15367	73	4	is	be	AUX
fbem-15367	73	5	to	to	PART
fbem-15367	73	6	find	find	VERB
fbem-15367	73	7	the	the	DET
fbem-15367	73	8	sum	sum	NOUN
fbem-15367	73	9	of	of	ADP
fbem-15367	73	10	squares	square	NOUN
fbem-15367	73	11	of	of	ADP
fbem-15367	73	12	the	the	DET
fbem-15367	73	13	difference	difference	NOUN
fbem-15367	73	14	between	between	ADP
fbem-15367	73	15	the	the	DET
fbem-15367	73	16	real	real	ADJ
fbem-15367	73	17	value	value	NOUN
fbem-15367	73	18	and	and	CCONJ
fbem-15367	73	19	the	the	DET
fbem-15367	73	20	predicted	predict	VERB
fbem-15367	73	21	value	value	NOUN
fbem-15367	73	22	,	,	PUNCT
fbem-15367	73	23	then	then	ADV
fbem-15367	73	24	divide	divide	VERB
fbem-15367	73	25	this	this	DET
fbem-15367	73	26	data	datum	NOUN
fbem-15367	73	27	by	by	ADP
fbem-15367	73	28	the	the	DET
fbem-15367	73	29	sample	sample	NOUN
fbem-15367	73	30	size	size	NOUN
fbem-15367	73	31	,	,	PUNCT
fbem-15367	73	32	and	and	CCONJ
fbem-15367	73	33	finally	finally	ADV
fbem-15367	73	34	take	take	VERB
fbem-15367	73	35	the	the	DET
fbem-15367	73	36	square	square	ADJ
fbem-15367	73	37	root	root	NOUN
fbem-15367	73	38	.	.	PUNCT
fbem-15367	74	1	the	the	DET
fbem-15367	74	2	calculation	calculation	NOUN
fbem-15367	74	3	formula	formula	NOUN
fbem-15367	74	4	is	be	AUX
fbem-15367	74	5	as	as	SCONJ
fbem-15367	74	6	follows	follow	VERB
fbem-15367	74	7	:	:	PUNCT
fbem-15367	74	8	𝑅𝑀𝑆𝐸	𝑅𝑀𝑆𝐸	PROPN
fbem-15367	74	9	∑	∑	PROPN
fbem-15367	74	10	𝑋	𝑋	PROPN
fbem-15367	74	11	,	,	PUNCT
fbem-15367	74	12	𝑋	𝑋	PROPN
fbem-15367	74	13	,	,	PUNCT
fbem-15367	74	14	𝑛	𝑛	PROPN
fbem-15367	74	15	2	2	NUM
fbem-15367	74	16	at	at	ADP
fbem-15367	74	17	the	the	DET
fbem-15367	74	18	end	end	NOUN
fbem-15367	74	19	of	of	ADP
fbem-15367	74	20	k	k	ADJ
fbem-15367	74	21	-	-	ADJ
fbem-15367	74	22	fold	fold	ADJ
fbem-15367	74	23	cross	cross	NOUN
fbem-15367	74	24	-	-	NOUN
fbem-15367	74	25	validation	validation	NOUN
fbem-15367	74	26	,	,	PUNCT
fbem-15367	74	27	a	a	DET
fbem-15367	74	28	root	root	NOUN
fbem-15367	74	29	-	-	PUNCT
fbem-15367	74	30	mean	mean	ADJ
fbem-15367	74	31	-	-	PUNCT
fbem-15367	74	32	square	square	NOUN
fbem-15367	74	33	error	error	NOUN
fbem-15367	74	34	value	value	NOUN
fbem-15367	74	35	(	(	PUNCT
fbem-15367	74	36	rmse	rmse	NOUN
fbem-15367	74	37	)	)	PUNCT
fbem-15367	74	38	is	be	AUX
fbem-15367	74	39	usually	usually	ADV
fbem-15367	74	40	generated	generate	VERB
fbem-15367	74	41	.	.	PUNCT
fbem-15367	75	1	because	because	SCONJ
fbem-15367	75	2	in	in	ADP
fbem-15367	75	3	the	the	DET
fbem-15367	75	4	kfold	kfold	NOUN
fbem-15367	75	5	cross	cross	NOUN
fbem-15367	75	6	-	-	NOUN
fbem-15367	75	7	validation	validation	ADJ
fbem-15367	75	8	,	,	PUNCT
fbem-15367	75	9	the	the	DET
fbem-15367	75	10	data	datum	NOUN
fbem-15367	75	11	will	will	AUX
fbem-15367	75	12	be	be	AUX
fbem-15367	75	13	divided	divide	VERB
fbem-15367	75	14	into	into	ADP
fbem-15367	75	15	k	k	PROPN
fbem-15367	75	16	subsets	subset	NOUN
fbem-15367	75	17	first	first	ADV
fbem-15367	75	18	,	,	PUNCT
fbem-15367	75	19	and	and	CCONJ
fbem-15367	75	20	then	then	ADV
fbem-15367	75	21	the	the	DET
fbem-15367	75	22	simulation	simulation	NOUN
fbem-15367	75	23	and	and	CCONJ
fbem-15367	75	24	training	training	NOUN
fbem-15367	75	25	of	of	ADP
fbem-15367	75	26	the	the	DET
fbem-15367	75	27	k	k	PROPN
fbem-15367	75	28	subsets	subset	NOUN
fbem-15367	75	29	are	be	AUX
fbem-15367	75	30	traversed	traverse	VERB
fbem-15367	75	31	.	.	PUNCT
fbem-15367	76	1	in	in	ADP
fbem-15367	76	2	each	each	DET
fbem-15367	76	3	validation	validation	NOUN
fbem-15367	76	4	,	,	PUNCT
fbem-15367	76	5	one	one	NUM
fbem-15367	76	6	of	of	ADP
fbem-15367	76	7	the	the	DET
fbem-15367	76	8	k	k	PROPN
fbem-15367	76	9	subsets	subset	NOUN
fbem-15367	76	10	will	will	AUX
fbem-15367	76	11	be	be	AUX
fbem-15367	76	12	used	use	VERB
fbem-15367	76	13	as	as	ADP
fbem-15367	76	14	the	the	DET
fbem-15367	76	15	validation	validation	NOUN
fbem-15367	76	16	set	set	NOUN
fbem-15367	76	17	,	,	PUNCT
fbem-15367	76	18	and	and	CCONJ
fbem-15367	76	19	the	the	DET
fbem-15367	76	20	other	other	ADJ
fbem-15367	76	21	subsets	subset	NOUN
fbem-15367	76	22	will	will	AUX
fbem-15367	76	23	be	be	AUX
fbem-15367	76	24	used	use	VERB
fbem-15367	76	25	as	as	ADP
fbem-15367	76	26	the	the	DET
fbem-15367	76	27	training	training	NOUN
fbem-15367	76	28	set	set	NOUN
fbem-15367	76	29	,	,	PUNCT
fbem-15367	76	30	and	and	CCONJ
fbem-15367	76	31	finally	finally	ADV
fbem-15367	76	32	the	the	DET
fbem-15367	76	33	exact	exact	ADJ
fbem-15367	76	34	value	value	NOUN
fbem-15367	76	35	evaluation	evaluation	NOUN
fbem-15367	76	36	results	result	NOUN
fbem-15367	76	37	of	of	ADP
fbem-15367	76	38	k	k	PROPN
fbem-15367	76	39	models	model	NOUN
fbem-15367	76	40	will	will	AUX
fbem-15367	76	41	be	be	AUX
fbem-15367	76	42	obtained	obtain	VERB
fbem-15367	76	43	.	.	PUNCT
fbem-15367	77	1	in	in	ADP
fbem-15367	77	2	each	each	DET
fbem-15367	77	3	validation	validation	NOUN
fbem-15367	77	4	,	,	PUNCT
fbem-15367	77	5	the	the	DET
fbem-15367	77	6	difference	difference	NOUN
fbem-15367	77	7	between	between	ADP
fbem-15367	77	8	the	the	DET
fbem-15367	77	9	predicted	predict	VERB
fbem-15367	77	10	result	result	NOUN
fbem-15367	77	11	and	and	CCONJ
fbem-15367	77	12	the	the	DET
fbem-15367	77	13	true	true	ADJ
fbem-15367	77	14	value	value	NOUN
fbem-15367	77	15	can	can	AUX
fbem-15367	77	16	be	be	AUX
fbem-15367	77	17	used	use	VERB
fbem-15367	77	18	to	to	PART
fbem-15367	77	19	calculate	calculate	VERB
fbem-15367	77	20	the	the	DET
fbem-15367	77	21	rmse	rmse	NOUN
fbem-15367	77	22	value	value	NOUN
fbem-15367	77	23	,	,	PUNCT
fbem-15367	77	24	and	and	CCONJ
fbem-15367	77	25	the	the	DET
fbem-15367	77	26	average	average	NOUN
fbem-15367	77	27	of	of	ADP
fbem-15367	77	28	k	k	PROPN
fbem-15367	77	29	root	root	NOUN
fbem-15367	77	30	-	-	PUNCT
fbem-15367	77	31	meansquare	meansquare	NOUN
fbem-15367	77	32	error	error	NOUN
fbem-15367	77	33	values	value	NOUN
fbem-15367	77	34	can	can	AUX
fbem-15367	77	35	be	be	AUX
fbem-15367	77	36	calculated	calculate	VERB
fbem-15367	77	37	as	as	ADP
fbem-15367	77	38	an	an	DET
fbem-15367	77	39	effective	effective	ADJ
fbem-15367	77	40	indicator	indicator	NOUN
fbem-15367	77	41	for	for	ADP
fbem-15367	77	42	the	the	DET
fbem-15367	77	43	final	final	ADJ
fbem-15367	77	44	model	model	NOUN
fbem-15367	77	45	performance	performance	NOUN
fbem-15367	77	46	evaluation	evaluation	NOUN
fbem-15367	77	47	.	.	PUNCT
fbem-15367	78	1	therefore	therefore	ADV
fbem-15367	78	2	,	,	PUNCT
fbem-15367	78	3	the	the	DET
fbem-15367	78	4	method	method	NOUN
fbem-15367	78	5	of	of	ADP
fbem-15367	78	6	generating	generate	VERB
fbem-15367	78	7	a	a	DET
fbem-15367	78	8	root	root	NOUN
fbem-15367	78	9	-	-	PUNCT
fbem-15367	78	10	mean	mean	ADJ
fbem-15367	78	11	-	-	PUNCT
fbem-15367	78	12	square	square	NOUN
fbem-15367	78	13	error	error	NOUN
fbem-15367	78	14	value	value	NOUN
fbem-15367	78	15	through	through	ADP
fbem-15367	78	16	k	k	ADJ
fbem-15367	78	17	-	-	ADJ
fbem-15367	78	18	fold	fold	ADJ
fbem-15367	78	19	cross	cross	NOUN
fbem-15367	78	20	-	-	NOUN
fbem-15367	78	21	validation	validation	ADJ
fbem-15367	78	22	can	can	AUX
fbem-15367	78	23	successfully	successfully	ADV
fbem-15367	78	24	and	and	CCONJ
fbem-15367	78	25	effectively	effectively	ADV
fbem-15367	78	26	measure	measure	VERB
fbem-15367	78	27	the	the	DET
fbem-15367	78	28	fitting	fitting	ADJ
fbem-15367	78	29	ability	ability	NOUN
fbem-15367	78	30	of	of	ADP
fbem-15367	78	31	the	the	DET
fbem-15367	78	32	model	model	NOUN
fbem-15367	78	33	and	and	CCONJ
fbem-15367	78	34	help	help	VERB
fbem-15367	78	35	us	we	PRON
fbem-15367	78	36	judge	judge	VERB
fbem-15367	78	37	the	the	DET
fbem-15367	78	38	prediction	prediction	NOUN
fbem-15367	78	39	level	level	NOUN
fbem-15367	78	40	and	and	CCONJ
fbem-15367	78	41	error	error	NOUN
fbem-15367	78	42	size	size	NOUN
fbem-15367	78	43	of	of	ADP
fbem-15367	78	44	the	the	DET
fbem-15367	78	45	model	model	NOUN
fbem-15367	78	46	.	.	PUNCT
fbem-15367	79	1	when	when	SCONJ
fbem-15367	79	2	k	k	X
fbem-15367	79	3	-	-	ADJ
fbem-15367	79	4	fold	fold	ADJ
fbem-15367	79	5	cross	cross	NOUN
fbem-15367	79	6	-	-	ADJ
fbem-15367	79	7	validation	validation	NOUN
fbem-15367	79	8	is	be	AUX
fbem-15367	79	9	performed	perform	VERB
fbem-15367	79	10	on	on	ADP
fbem-15367	79	11	this	this	DET
fbem-15367	79	12	set	set	NOUN
fbem-15367	79	13	of	of	ADP
fbem-15367	79	14	data	datum	NOUN
fbem-15367	79	15	,	,	PUNCT
fbem-15367	79	16	it	it	PRON
fbem-15367	79	17	is	be	AUX
fbem-15367	79	18	also	also	ADV
fbem-15367	79	19	particularly	particularly	ADV
fbem-15367	79	20	important	important	ADJ
fbem-15367	79	21	to	to	PART
fbem-15367	79	22	find	find	VERB
fbem-15367	79	23	a	a	DET
fbem-15367	79	24	suitable	suitable	ADJ
fbem-15367	79	25	k	k	PROPN
fbem-15367	79	26	value	value	NOUN
fbem-15367	79	27	.	.	PUNCT
fbem-15367	80	1	generally	generally	ADV
fbem-15367	80	2	speaking	speak	VERB
fbem-15367	80	3	,	,	PUNCT
fbem-15367	80	4	the	the	DET
fbem-15367	80	5	value	value	NOUN
fbem-15367	80	6	of	of	ADP
fbem-15367	80	7	k	k	PROPN
fbem-15367	80	8	is	be	AUX
fbem-15367	80	9	5	5	NUM
fbem-15367	80	10	to	to	PART
fbem-15367	80	11	10	10	NUM
fbem-15367	80	12	,	,	PUNCT
fbem-15367	80	13	but	but	CCONJ
fbem-15367	80	14	the	the	DET
fbem-15367	80	15	specific	specific	ADJ
fbem-15367	80	16	choice	choice	NOUN
fbem-15367	80	17	should	should	AUX
fbem-15367	80	18	be	be	AUX
fbem-15367	80	19	determined	determine	VERB
fbem-15367	80	20	according	accord	VERB
fbem-15367	80	21	to	to	ADP
fbem-15367	80	22	the	the	DET
fbem-15367	80	23	size	size	NOUN
fbem-15367	80	24	of	of	ADP
fbem-15367	80	25	the	the	DET
fbem-15367	80	26	value	value	NOUN
fbem-15367	80	27	.	.	PUNCT
fbem-15367	81	1	when	when	SCONJ
fbem-15367	81	2	the	the	DET
fbem-15367	81	3	known	know	VERB
fbem-15367	81	4	data	data	NOUN
fbem-15367	81	5	is	be	AUX
fbem-15367	81	6	small	small	ADJ
fbem-15367	81	7	,	,	PUNCT
fbem-15367	81	8	a	a	DET
fbem-15367	81	9	smaller	small	ADJ
fbem-15367	81	10	value	value	NOUN
fbem-15367	81	11	of	of	ADP
fbem-15367	81	12	k	k	PROPN
fbem-15367	81	13	is	be	AUX
fbem-15367	81	14	more	more	ADV
fbem-15367	81	15	appropriate	appropriate	ADJ
fbem-15367	81	16	for	for	ADP
fbem-15367	81	17	this	this	DET
fbem-15367	81	18	set	set	NOUN
fbem-15367	81	19	of	of	ADP
fbem-15367	81	20	data	datum	NOUN
fbem-15367	81	21	;	;	PUNCT
fbem-15367	81	22	conversely	conversely	ADV
fbem-15367	81	23	,	,	PUNCT
fbem-15367	81	24	when	when	SCONJ
fbem-15367	81	25	the	the	DET
fbem-15367	81	26	known	know	VERB
fbem-15367	81	27	data	data	NOUN
fbem-15367	81	28	is	be	AUX
fbem-15367	81	29	large	large	ADJ
fbem-15367	81	30	,	,	PUNCT
fbem-15367	81	31	the	the	DET
fbem-15367	81	32	value	value	NOUN
fbem-15367	81	33	of	of	ADP
fbem-15367	81	34	k	k	PROPN
fbem-15367	81	35	will	will	AUX
fbem-15367	81	36	be	be	AUX
fbem-15367	81	37	as	as	ADV
fbem-15367	81	38	large	large	ADJ
fbem-15367	81	39	as	as	ADP
fbem-15367	81	40	possible	possible	ADJ
fbem-15367	81	41	,	,	PUNCT
fbem-15367	81	42	in	in	ADP
fbem-15367	81	43	order	order	NOUN
fbem-15367	81	44	to	to	PART
fbem-15367	81	45	balance	balance	VERB
fbem-15367	81	46	the	the	DET
fbem-15367	81	47	size	size	NOUN
fbem-15367	81	48	of	of	ADP
fbem-15367	81	49	the	the	DET
fbem-15367	81	50	data	datum	NOUN
fbem-15367	81	51	set	set	VERB
fbem-15367	81	52	and	and	CCONJ
fbem-15367	81	53	its	its	PRON
fbem-15367	81	54	variance	variance	NOUN
fbem-15367	81	55	(	(	PUNCT
fbem-15367	81	56	table	table	NOUN
fbem-15367	81	57	3	3	NUM
fbem-15367	81	58	)	)	PUNCT
fbem-15367	81	59	.	.	PUNCT
fbem-15367	82	1	table	table	NOUN
fbem-15367	82	2	3	3	NUM
fbem-15367	82	3	.	.	PUNCT
fbem-15367	83	1	k	k	PROPN
fbem-15367	83	2	rmse	rmse	PROPN
fbem-15367	83	3	5	5	NUM
fbem-15367	83	4	0.60704	0.60704	NUM
fbem-15367	83	5	10	10	NUM
fbem-15367	83	6	0.4532	0.4532	NUM
fbem-15367	83	7	15	15	NUM
fbem-15367	83	8	0.40799	0.40799	NUM
fbem-15367	83	9	20	20	NUM
fbem-15367	83	10	0.37157	0.37157	NUM
fbem-15367	83	11	according	accord	VERB
fbem-15367	83	12	to	to	ADP
fbem-15367	83	13	the	the	DET
fbem-15367	83	14	powerful	powerful	ADJ
fbem-15367	83	15	modeling	modeling	NOUN
fbem-15367	83	16	and	and	CCONJ
fbem-15367	83	17	computing	compute	VERB
fbem-15367	83	18	power	power	NOUN
fbem-15367	83	19	of	of	ADP
fbem-15367	83	20	matlab	matlab	PROPN
fbem-15367	83	21	,	,	PUNCT
fbem-15367	83	22	when	when	SCONJ
fbem-15367	83	23	k=5	k=5	X
fbem-15367	83	24	in	in	ADP
fbem-15367	83	25	the	the	DET
fbem-15367	83	26	above	above	ADJ
fbem-15367	83	27	formula	formula	NOUN
fbem-15367	83	28	,	,	PUNCT
fbem-15367	83	29	the	the	DET
fbem-15367	83	30	root	root	NOUN
fbem-15367	83	31	-	-	PUNCT
fbem-15367	83	32	meansquare	meansquare	NOUN
fbem-15367	83	33	error	error	NOUN
fbem-15367	83	34	value	value	NOUN
fbem-15367	83	35	is	be	AUX
fbem-15367	83	36	0.60704	0.60704	NUM
fbem-15367	83	37	;	;	PUNCT
fbem-15367	83	38	when	when	SCONJ
fbem-15367	83	39	k=10	k=10	PROPN
fbem-15367	83	40	,	,	PUNCT
fbem-15367	83	41	the	the	DET
fbem-15367	83	42	root	root	NOUN
fbem-15367	83	43	-	-	PUNCT
fbem-15367	83	44	meansquare	meansquare	NOUN
fbem-15367	83	45	error	error	NOUN
fbem-15367	83	46	is	be	AUX
fbem-15367	83	47	0.4532	0.4532	NUM
fbem-15367	83	48	.	.	PUNCT
fbem-15367	84	1	the	the	DET
fbem-15367	84	2	error	error	NOUN
fbem-15367	84	3	value	value	NOUN
fbem-15367	84	4	is	be	AUX
fbem-15367	84	5	kept	keep	VERB
fbem-15367	84	6	within	within	ADP
fbem-15367	84	7	an	an	DET
fbem-15367	84	8	acceptable	acceptable	ADJ
fbem-15367	84	9	range	range	NOUN
fbem-15367	84	10	for	for	ADP
fbem-15367	84	11	the	the	DET
fbem-15367	84	12	size	size	NOUN
fbem-15367	84	13	of	of	ADP
fbem-15367	84	14	the	the	DET
fbem-15367	84	15	data	datum	NOUN
fbem-15367	84	16	in	in	ADP
fbem-15367	84	17	this	this	DET
fbem-15367	84	18	sample	sample	NOUN
fbem-15367	84	19	.	.	PUNCT
fbem-15367	85	1	4.5	4.5	NUM
fbem-15367	85	2	.	.	PUNCT
fbem-15367	86	1	comparison	comparison	NOUN
fbem-15367	86	2	of	of	ADP
fbem-15367	86	3	two	two	NUM
fbem-15367	86	4	verification	verification	NOUN
fbem-15367	86	5	methods	method	NOUN
fbem-15367	86	6	k	k	ADJ
fbem-15367	86	7	-	-	ADJ
fbem-15367	86	8	fold	fold	ADJ
fbem-15367	86	9	cross	cross	ADJ
fbem-15367	86	10	-	-	ADJ
fbem-15367	86	11	validation	validation	ADJ
fbem-15367	86	12	method	method	NOUN
fbem-15367	86	13	can	can	AUX
fbem-15367	86	14	make	make	VERB
fbem-15367	86	15	better	well	ADJ
fbem-15367	86	16	use	use	NOUN
fbem-15367	86	17	of	of	ADP
fbem-15367	86	18	all	all	DET
fbem-15367	86	19	known	know	VERB
fbem-15367	86	20	data	datum	NOUN
fbem-15367	86	21	and	and	CCONJ
fbem-15367	86	22	improve	improve	VERB
fbem-15367	86	23	the	the	DET
fbem-15367	86	24	accuracy	accuracy	NOUN
fbem-15367	86	25	of	of	ADP
fbem-15367	86	26	model	model	NOUN
fbem-15367	86	27	evaluation	evaluation	NOUN
fbem-15367	86	28	by	by	ADP
fbem-15367	86	29	traversing	traverse	VERB
fbem-15367	86	30	the	the	DET
fbem-15367	86	31	training	training	NOUN
fbem-15367	86	32	set	set	NOUN
fbem-15367	86	33	and	and	CCONJ
fbem-15367	86	34	test	test	NOUN
fbem-15367	86	35	set	set	NOUN
fbem-15367	86	36	of	of	ADP
fbem-15367	86	37	each	each	DET
fbem-15367	86	38	group	group	NOUN
fbem-15367	86	39	of	of	ADP
fbem-15367	86	40	partitions	partition	NOUN
fbem-15367	86	41	.	.	PUNCT
fbem-15367	87	1	at	at	ADP
fbem-15367	87	2	the	the	DET
fbem-15367	87	3	same	same	ADJ
fbem-15367	87	4	time	time	NOUN
fbem-15367	87	5	,	,	PUNCT
fbem-15367	87	6	cross	cross	NOUN
fbem-15367	87	7	-	-	ADJ
fbem-15367	87	8	validation	validation	ADJ
fbem-15367	87	9	can	can	AUX
fbem-15367	87	10	also	also	ADV
fbem-15367	87	11	better	well	ADV
fbem-15367	87	12	prevent	prevent	VERB
fbem-15367	87	13	the	the	DET
fbem-15367	87	14	occurrence	occurrence	NOUN
fbem-15367	87	15	of	of	ADP
fbem-15367	87	16	overfitting	overfitte	VERB
fbem-15367	87	17	during	during	ADP
fbem-15367	87	18	verification	verification	NOUN
fbem-15367	87	19	,	,	PUNCT
fbem-15367	87	20	which	which	PRON
fbem-15367	87	21	also	also	ADV
fbem-15367	87	22	represents	represent	VERB
fbem-15367	87	23	that	that	SCONJ
fbem-15367	87	24	the	the	DET
fbem-15367	87	25	method	method	NOUN
fbem-15367	87	26	is	be	AUX
fbem-15367	87	27	relatively	relatively	ADV
fbem-15367	87	28	more	more	ADV
fbem-15367	87	29	accurate	accurate	ADJ
fbem-15367	87	30	and	and	CCONJ
fbem-15367	87	31	stable	stable	ADJ
fbem-15367	87	32	.	.	PUNCT
fbem-15367	88	1	however	however	ADV
fbem-15367	88	2	,	,	PUNCT
fbem-15367	88	3	k	k	ADJ
fbem-15367	88	4	-	-	ADJ
fbem-15367	88	5	fold	fold	ADJ
fbem-15367	88	6	cross	cross	ADJ
fbem-15367	88	7	-	-	ADJ
fbem-15367	88	8	validation	validation	ADJ
fbem-15367	88	9	method	method	NOUN
fbem-15367	88	10	also	also	ADV
fbem-15367	88	11	has	have	VERB
fbem-15367	88	12	some	some	DET
fbem-15367	88	13	shortcomings	shortcoming	NOUN
fbem-15367	88	14	,	,	PUNCT
fbem-15367	88	15	such	such	ADJ
fbem-15367	88	16	as	as	ADP
fbem-15367	88	17	consuming	consume	VERB
fbem-15367	88	18	a	a	DET
fbem-15367	88	19	relatively	relatively	ADV
fbem-15367	88	20	large	large	ADJ
fbem-15367	88	21	amount	amount	NOUN
fbem-15367	88	22	of	of	ADP
fbem-15367	88	23	time	time	NOUN
fbem-15367	88	24	and	and	CCONJ
fbem-15367	88	25	resources	resource	NOUN
fbem-15367	88	26	,	,	PUNCT
fbem-15367	88	27	and	and	CCONJ
fbem-15367	88	28	when	when	SCONJ
fbem-15367	88	29	the	the	DET
fbem-15367	88	30	data	data	NOUN
fbem-15367	88	31	sample	sample	NOUN
fbem-15367	88	32	size	size	NOUN
fbem-15367	88	33	is	be	AUX
fbem-15367	88	34	small	small	ADJ
fbem-15367	88	35	,	,	PUNCT
fbem-15367	88	36	43	43	NUM
fbem-15367	88	37	this	this	DET
fbem-15367	88	38	method	method	NOUN
fbem-15367	88	39	may	may	AUX
fbem-15367	88	40	have	have	VERB
fbem-15367	88	41	some	some	DET
fbem-15367	88	42	data	data	NOUN
fbem-15367	88	43	bias	bias	NOUN
fbem-15367	88	44	.	.	PUNCT
fbem-15367	89	1	due	due	ADP
fbem-15367	89	2	to	to	ADP
fbem-15367	89	3	the	the	DET
fbem-15367	89	4	small	small	ADJ
fbem-15367	89	5	number	number	NOUN
fbem-15367	89	6	of	of	ADP
fbem-15367	89	7	collapsible	collapsible	ADJ
fbem-15367	89	8	samples	sample	NOUN
fbem-15367	89	9	,	,	PUNCT
fbem-15367	89	10	cross	cross	NOUN
fbem-15367	89	11	-	-	ADJ
fbem-15367	89	12	validation	validation	ADJ
fbem-15367	89	13	may	may	AUX
fbem-15367	89	14	not	not	PART
fbem-15367	89	15	provide	provide	VERB
fbem-15367	89	16	particularly	particularly	ADV
fbem-15367	89	17	accurate	accurate	ADJ
fbem-15367	89	18	verification	verification	NOUN
fbem-15367	89	19	data	datum	NOUN
fbem-15367	89	20	.	.	PUNCT
fbem-15367	90	1	compared	compare	VERB
fbem-15367	90	2	with	with	ADP
fbem-15367	90	3	k	k	ADJ
fbem-15367	90	4	-	-	ADJ
fbem-15367	90	5	fold	fold	ADJ
fbem-15367	90	6	cross	cross	ADJ
fbem-15367	90	7	-	-	ADJ
fbem-15367	90	8	validation	validation	ADJ
fbem-15367	90	9	method	method	NOUN
fbem-15367	90	10	,	,	PUNCT
fbem-15367	90	11	holdout	holdout	NOUN
fbem-15367	90	12	method	method	NOUN
fbem-15367	90	13	is	be	AUX
fbem-15367	90	14	a	a	DET
fbem-15367	90	15	simpler	simple	ADJ
fbem-15367	90	16	and	and	CCONJ
fbem-15367	90	17	more	more	ADV
fbem-15367	90	18	direct	direct	ADJ
fbem-15367	90	19	data	datum	NOUN
fbem-15367	90	20	validation	validation	NOUN
fbem-15367	90	21	method	method	NOUN
fbem-15367	90	22	.	.	PUNCT
fbem-15367	91	1	first	first	ADV
fbem-15367	91	2	,	,	PUNCT
fbem-15367	91	3	the	the	DET
fbem-15367	91	4	holdout	holdout	NOUN
fbem-15367	91	5	method	method	NOUN
fbem-15367	91	6	only	only	ADV
fbem-15367	91	7	divides	divide	VERB
fbem-15367	91	8	the	the	DET
fbem-15367	91	9	data	datum	NOUN
fbem-15367	91	10	into	into	ADP
fbem-15367	91	11	two	two	NUM
fbem-15367	91	12	mutually	mutually	ADV
fbem-15367	91	13	exclusive	exclusive	ADJ
fbem-15367	91	14	subsets	subset	NOUN
fbem-15367	91	15	to	to	PART
fbem-15367	91	16	verify	verify	VERB
fbem-15367	91	17	and	and	CCONJ
fbem-15367	91	18	evaluate	evaluate	VERB
fbem-15367	91	19	the	the	DET
fbem-15367	91	20	data	datum	NOUN
fbem-15367	91	21	.	.	PUNCT
fbem-15367	92	1	second	second	ADJ
fbem-15367	92	2	,	,	PUNCT
fbem-15367	92	3	since	since	SCONJ
fbem-15367	92	4	the	the	DET
fbem-15367	92	5	holdout	holdout	NOUN
fbem-15367	92	6	method	method	NOUN
fbem-15367	92	7	only	only	ADV
fbem-15367	92	8	preserves	preserve	VERB
fbem-15367	92	9	a	a	DET
fbem-15367	92	10	portion	portion	NOUN
fbem-15367	92	11	of	of	ADP
fbem-15367	92	12	the	the	DET
fbem-15367	92	13	data	datum	NOUN
fbem-15367	92	14	set	set	VERB
fbem-15367	92	15	as	as	ADP
fbem-15367	92	16	the	the	DET
fbem-15367	92	17	test	test	NOUN
fbem-15367	92	18	set	set	NOUN
fbem-15367	92	19	,	,	PUNCT
fbem-15367	92	20	it	it	PRON
fbem-15367	92	21	it	it	PRON
fbem-15367	92	22	can	can	AUX
fbem-15367	92	23	better	well	ADV
fbem-15367	92	24	avoid	avoid	VERB
fbem-15367	92	25	the	the	DET
fbem-15367	92	26	problem	problem	NOUN
fbem-15367	92	27	of	of	ADP
fbem-15367	92	28	data	datum	NOUN
fbem-15367	92	29	deviation	deviation	NOUN
fbem-15367	92	30	caused	cause	VERB
fbem-15367	92	31	by	by	ADP
fbem-15367	92	32	the	the	DET
fbem-15367	92	33	limitation	limitation	NOUN
fbem-15367	92	34	of	of	ADP
fbem-15367	92	35	data	datum	NOUN
fbem-15367	92	36	quantity	quantity	NOUN
fbem-15367	92	37	.	.	PUNCT
fbem-15367	93	1	however	however	ADV
fbem-15367	93	2	,	,	PUNCT
fbem-15367	93	3	holdout	holdout	NOUN
fbem-15367	93	4	method	method	NOUN
fbem-15367	93	5	still	still	ADV
fbem-15367	93	6	has	have	VERB
fbem-15367	93	7	some	some	DET
fbem-15367	93	8	problems	problem	NOUN
fbem-15367	93	9	,	,	PUNCT
fbem-15367	93	10	such	such	ADJ
fbem-15367	93	11	as	as	ADP
fbem-15367	93	12	low	low	ADJ
fbem-15367	93	13	data	datum	NOUN
fbem-15367	93	14	utilization	utilization	NOUN
fbem-15367	93	15	and	and	CCONJ
fbem-15367	93	16	difficult	difficult	ADJ
fbem-15367	93	17	parameter	parameter	NOUN
fbem-15367	93	18	tuning	tuning	NOUN
fbem-15367	93	19	.	.	PUNCT
fbem-15367	94	1	in	in	ADP
fbem-15367	94	2	general	general	ADJ
fbem-15367	94	3	,	,	PUNCT
fbem-15367	94	4	holdout	holdout	NOUN
fbem-15367	94	5	method	method	NOUN
fbem-15367	94	6	and	and	CCONJ
fbem-15367	94	7	k	k	ADJ
fbem-15367	94	8	-	-	ADJ
fbem-15367	94	9	fold	fold	ADJ
fbem-15367	94	10	cross	cross	ADJ
fbem-15367	94	11	-	-	ADJ
fbem-15367	94	12	validation	validation	ADJ
fbem-15367	94	13	method	method	NOUN
fbem-15367	94	14	each	each	PRON
fbem-15367	94	15	have	have	VERB
fbem-15367	94	16	their	their	PRON
fbem-15367	94	17	own	own	ADJ
fbem-15367	94	18	advantages	advantage	NOUN
fbem-15367	94	19	and	and	CCONJ
fbem-15367	94	20	have	have	VERB
fbem-15367	94	21	their	their	PRON
fbem-15367	94	22	own	own	ADJ
fbem-15367	94	23	areas	area	NOUN
fbem-15367	94	24	of	of	ADP
fbem-15367	94	25	expertise	expertise	NOUN
fbem-15367	94	26	.	.	PUNCT
fbem-15367	95	1	in	in	ADP
fbem-15367	95	2	this	this	DET
fbem-15367	95	3	paper	paper	NOUN
fbem-15367	95	4	,	,	PUNCT
fbem-15367	95	5	after	after	ADP
fbem-15367	95	6	the	the	DET
fbem-15367	95	7	evaluation	evaluation	NOUN
fbem-15367	95	8	and	and	CCONJ
fbem-15367	95	9	verification	verification	NOUN
fbem-15367	95	10	of	of	ADP
fbem-15367	95	11	these	these	DET
fbem-15367	95	12	two	two	NUM
fbem-15367	95	13	verification	verification	NOUN
fbem-15367	95	14	methods	method	NOUN
fbem-15367	95	15	,	,	PUNCT
fbem-15367	95	16	the	the	DET
fbem-15367	95	17	fitting	fitting	ADJ
fbem-15367	95	18	model	model	NOUN
fbem-15367	95	19	becomes	become	VERB
fbem-15367	95	20	more	more	ADV
fbem-15367	95	21	efficient	efficient	ADJ
fbem-15367	95	22	and	and	CCONJ
fbem-15367	95	23	accurate	accurate	ADJ
fbem-15367	95	24	.	.	PUNCT
fbem-15367	96	1	5	5	X
fbem-15367	96	2	.	.	X
fbem-15367	96	3	research	research	NOUN
fbem-15367	96	4	conclusions	conclusion	NOUN
fbem-15367	96	5	in	in	ADP
fbem-15367	96	6	this	this	DET
fbem-15367	96	7	study	study	NOUN
fbem-15367	96	8	,	,	PUNCT
fbem-15367	96	9	hainan	hainan	PROPN
fbem-15367	96	10	province	province	PROPN
fbem-15367	96	11	of	of	ADP
fbem-15367	96	12	china	china	PROPN
fbem-15367	96	13	is	be	AUX
fbem-15367	96	14	taken	take	VERB
fbem-15367	96	15	as	as	ADP
fbem-15367	96	16	the	the	DET
fbem-15367	96	17	research	research	NOUN
fbem-15367	96	18	area	area	NOUN
fbem-15367	96	19	,	,	PUNCT
fbem-15367	96	20	and	and	CCONJ
fbem-15367	96	21	the	the	DET
fbem-15367	96	22	number	number	NOUN
fbem-15367	96	23	of	of	ADP
fbem-15367	96	24	tourist	tourist	NOUN
fbem-15367	96	25	arrivals	arrival	NOUN
fbem-15367	96	26	in	in	ADP
fbem-15367	96	27	this	this	DET
fbem-15367	96	28	area	area	NOUN
fbem-15367	96	29	since	since	SCONJ
fbem-15367	96	30	the	the	DET
fbem-15367	96	31	beginning	beginning	NOUN
fbem-15367	96	32	of	of	ADP
fbem-15367	96	33	the	the	DET
fbem-15367	96	34	20th	20th	ADJ
fbem-15367	96	35	century	century	NOUN
fbem-15367	96	36	is	be	AUX
fbem-15367	96	37	fitted	fit	VERB
fbem-15367	96	38	and	and	CCONJ
fbem-15367	96	39	verified	verify	VERB
fbem-15367	96	40	based	base	VERB
fbem-15367	96	41	on	on	ADP
fbem-15367	96	42	the	the	DET
fbem-15367	96	43	calculation	calculation	NOUN
fbem-15367	96	44	and	and	CCONJ
fbem-15367	96	45	modeling	modeling	NOUN
fbem-15367	96	46	ability	ability	NOUN
fbem-15367	96	47	of	of	ADP
fbem-15367	96	48	matlab	matlab	PROPN
fbem-15367	96	49	.	.	PUNCT
fbem-15367	97	1	among	among	ADP
fbem-15367	97	2	them	they	PRON
fbem-15367	97	3	,	,	PUNCT
fbem-15367	97	4	the	the	DET
fbem-15367	97	5	least	least	ADJ
fbem-15367	97	6	square	square	ADJ
fbem-15367	97	7	method	method	NOUN
fbem-15367	97	8	is	be	AUX
fbem-15367	97	9	better	well	ADJ
fbem-15367	97	10	than	than	ADP
fbem-15367	97	11	other	other	ADJ
fbem-15367	97	12	methods	method	NOUN
fbem-15367	97	13	in	in	ADP
fbem-15367	97	14	the	the	DET
fbem-15367	97	15	case	case	NOUN
fbem-15367	97	16	of	of	ADP
fbem-15367	97	17	not	not	PART
fbem-15367	97	18	so	so	ADV
fbem-15367	97	19	large	large	ADJ
fbem-15367	97	20	data	datum	NOUN
fbem-15367	97	21	to	to	ADP
fbem-15367	97	22	fit	fit	VERB
fbem-15367	97	23	,	,	PUNCT
fbem-15367	97	24	the	the	DET
fbem-15367	97	25	principle	principle	NOUN
fbem-15367	97	26	is	be	AUX
fbem-15367	97	27	to	to	PART
fbem-15367	97	28	find	find	VERB
fbem-15367	97	29	a	a	DET
fbem-15367	97	30	relatively	relatively	ADV
fbem-15367	97	31	simple	simple	ADJ
fbem-15367	97	32	mathematical	mathematical	ADJ
fbem-15367	97	33	model	model	NOUN
fbem-15367	97	34	to	to	PART
fbem-15367	97	35	describe	describe	VERB
fbem-15367	97	36	the	the	DET
fbem-15367	97	37	trend	trend	NOUN
fbem-15367	97	38	and	and	CCONJ
fbem-15367	97	39	direction	direction	NOUN
fbem-15367	97	40	of	of	ADP
fbem-15367	97	41	the	the	DET
fbem-15367	97	42	data	datum	NOUN
fbem-15367	97	43	,	,	PUNCT
fbem-15367	97	44	without	without	ADP
fbem-15367	97	45	considering	consider	VERB
fbem-15367	97	46	too	too	ADV
fbem-15367	97	47	much	much	ADJ
fbem-15367	97	48	complex	complex	ADJ
fbem-15367	97	49	statistical	statistical	ADJ
fbem-15367	97	50	methods	method	NOUN
fbem-15367	97	51	.	.	PUNCT
fbem-15367	98	1	but	but	CCONJ
fbem-15367	98	2	at	at	ADP
fbem-15367	98	3	the	the	DET
fbem-15367	98	4	same	same	ADJ
fbem-15367	98	5	time	time	NOUN
fbem-15367	98	6	,	,	PUNCT
fbem-15367	98	7	the	the	DET
fbem-15367	98	8	least	least	ADJ
fbem-15367	98	9	squares	square	NOUN
fbem-15367	98	10	fitting	fitting	ADJ
fbem-15367	98	11	method	method	NOUN
fbem-15367	98	12	will	will	AUX
fbem-15367	98	13	still	still	ADV
fbem-15367	98	14	be	be	AUX
fbem-15367	98	15	less	less	ADV
fbem-15367	98	16	ideal	ideal	ADJ
fbem-15367	98	17	for	for	ADP
fbem-15367	98	18	data	datum	NOUN
fbem-15367	98	19	processing	processing	NOUN
fbem-15367	98	20	in	in	ADP
fbem-15367	98	21	some	some	DET
fbem-15367	98	22	scenarios	scenario	NOUN
fbem-15367	98	23	,	,	PUNCT
fbem-15367	98	24	such	such	ADJ
fbem-15367	98	25	as	as	ADP
fbem-15367	98	26	overfitting	overfitte	VERB
fbem-15367	98	27	or	or	CCONJ
fbem-15367	98	28	underfitting	underfitting	NOUN
fbem-15367	98	29	.	.	PUNCT
fbem-15367	99	1	therefore	therefore	ADV
fbem-15367	99	2	,	,	PUNCT
fbem-15367	99	3	in	in	ADP
fbem-15367	99	4	order	order	NOUN
fbem-15367	99	5	to	to	PART
fbem-15367	99	6	avoid	avoid	VERB
fbem-15367	99	7	the	the	DET
fbem-15367	99	8	occurrence	occurrence	NOUN
fbem-15367	99	9	of	of	ADP
fbem-15367	99	10	such	such	ADJ
fbem-15367	99	11	events	event	NOUN
fbem-15367	99	12	to	to	ADP
fbem-15367	99	13	the	the	DET
fbem-15367	99	14	greatest	great	ADJ
fbem-15367	99	15	extent	extent	NOUN
fbem-15367	99	16	,	,	PUNCT
fbem-15367	99	17	this	this	DET
fbem-15367	99	18	paper	paper	NOUN
fbem-15367	99	19	adopts	adopt	VERB
fbem-15367	99	20	k	k	ADJ
fbem-15367	99	21	-	-	ADJ
fbem-15367	99	22	fold	fold	ADJ
fbem-15367	99	23	cross	cross	ADJ
fbem-15367	99	24	-	-	ADJ
fbem-15367	99	25	validation	validation	ADJ
fbem-15367	99	26	method	method	NOUN
fbem-15367	99	27	to	to	PART
fbem-15367	99	28	eliminate	eliminate	VERB
fbem-15367	99	29	such	such	ADJ
fbem-15367	99	30	possible	possible	ADJ
fbem-15367	99	31	errors	error	NOUN
fbem-15367	99	32	.	.	PUNCT
fbem-15367	100	1	through	through	ADP
fbem-15367	100	2	the	the	DET
fbem-15367	100	3	verification	verification	NOUN
fbem-15367	100	4	of	of	ADP
fbem-15367	100	5	this	this	DET
fbem-15367	100	6	set	set	NOUN
fbem-15367	100	7	of	of	ADP
fbem-15367	100	8	data	datum	NOUN
fbem-15367	100	9	,	,	PUNCT
fbem-15367	100	10	it	it	PRON
fbem-15367	100	11	can	can	AUX
fbem-15367	100	12	be	be	AUX
fbem-15367	100	13	concluded	conclude	VERB
fbem-15367	100	14	that	that	SCONJ
fbem-15367	100	15	the	the	DET
fbem-15367	100	16	gap	gap	NOUN
fbem-15367	100	17	between	between	ADP
fbem-15367	100	18	the	the	DET
fbem-15367	100	19	fitted	fit	VERB
fbem-15367	100	20	curve	curve	NOUN
fbem-15367	100	21	and	and	CCONJ
fbem-15367	100	22	the	the	DET
fbem-15367	100	23	known	know	VERB
fbem-15367	100	24	data	datum	NOUN
fbem-15367	100	25	has	have	AUX
fbem-15367	100	26	always	always	ADV
fbem-15367	100	27	remained	remain	VERB
fbem-15367	100	28	in	in	ADP
fbem-15367	100	29	a	a	DET
fbem-15367	100	30	relatively	relatively	ADV
fbem-15367	100	31	small	small	ADJ
fbem-15367	100	32	range	range	NOUN
fbem-15367	100	33	,	,	PUNCT
fbem-15367	100	34	which	which	PRON
fbem-15367	100	35	also	also	ADV
fbem-15367	100	36	means	mean	VERB
fbem-15367	100	37	that	that	SCONJ
fbem-15367	100	38	the	the	DET
fbem-15367	100	39	number	number	NOUN
fbem-15367	100	40	of	of	ADP
fbem-15367	100	41	tourists	tourist	NOUN
fbem-15367	100	42	to	to	ADP
fbem-15367	100	43	the	the	DET
fbem-15367	100	44	study	study	NOUN
fbem-15367	100	45	area	area	NOUN
fbem-15367	100	46	in	in	ADP
fbem-15367	100	47	the	the	DET
fbem-15367	100	48	next	next	ADJ
fbem-15367	100	49	five	five	NUM
fbem-15367	100	50	years	year	NOUN
fbem-15367	100	51	will	will	AUX
fbem-15367	100	52	steadily	steadily	ADV
fbem-15367	100	53	increase	increase	VERB
fbem-15367	100	54	along	along	ADV
fbem-15367	100	55	with	with	ADP
fbem-15367	100	56	its	its	PRON
fbem-15367	100	57	previous	previous	ADJ
fbem-15367	100	58	trend	trend	NOUN
fbem-15367	100	59	,	,	PUNCT
fbem-15367	100	60	and	and	CCONJ
fbem-15367	100	61	the	the	DET
fbem-15367	100	62	increase	increase	NOUN
fbem-15367	100	63	will	will	AUX
fbem-15367	100	64	show	show	VERB
fbem-15367	100	65	an	an	DET
fbem-15367	100	66	acceleration	acceleration	NOUN
fbem-15367	100	67	growth	growth	NOUN
fbem-15367	100	68	state	state	NOUN
fbem-15367	100	69	.	.	PUNCT
fbem-15367	101	1	references	reference	NOUN
fbem-15367	101	2	[	[	X
fbem-15367	101	3	1	1	NUM
fbem-15367	101	4	]	]	X
fbem-15367	101	5	cheng	cheng	PROPN
fbem-15367	101	6	,	,	PUNCT
fbem-15367	101	7	p.	p.	NOUN
fbem-15367	101	8	(	(	PUNCT
fbem-15367	101	9	2022	2022	NUM
fbem-15367	101	10	)	)	PUNCT
fbem-15367	101	11	.	.	PUNCT
fbem-15367	102	1	accuracy	accuracy	NOUN
fbem-15367	102	2	analysis	analysis	NOUN
fbem-15367	102	3	of	of	ADP
fbem-15367	102	4	data	datum	NOUN
fbem-15367	102	5	fitting	fitting	ADJ
fbem-15367	102	6	and	and	CCONJ
fbem-15367	102	7	data	datum	NOUN
fbem-15367	102	8	interpolation	interpolation	NOUN
fbem-15367	102	9	in	in	ADP
fbem-15367	102	10	missing	miss	VERB
fbem-15367	102	11	information	information	NOUN
fbem-15367	102	12	supplement	supplement	NOUN
fbem-15367	102	13	surveying	surveying	NOUN
fbem-15367	102	14	.	.	PUNCT
fbem-15367	103	1	mapping	mapping	NOUN
fbem-15367	103	2	and	and	CCONJ
fbem-15367	103	3	spatial	spatial	ADJ
fbem-15367	103	4	geographic	geographic	ADJ
fbem-15367	103	5	information	information	NOUN
fbem-15367	103	6	,	,	PUNCT
fbem-15367	103	7	12	12	NUM
fbem-15367	103	8	:	:	PUNCT
fbem-15367	103	9	127	127	NUM
fbem-15367	103	10	-	-	SYM
fbem-15367	103	11	129	129	NUM
fbem-15367	103	12	.	.	PUNCT
fbem-15367	104	1	[	[	X
fbem-15367	104	2	2	2	NUM
fbem-15367	104	3	]	]	X
fbem-15367	104	4	huang	huang	PROPN
fbem-15367	104	5	,	,	PUNCT
fbem-15367	104	6	w.	w.	PROPN
fbem-15367	104	7	(	(	PUNCT
fbem-15367	104	8	2020	2020	NUM
fbem-15367	104	9	)	)	PUNCT
fbem-15367	104	10	prediction	prediction	NOUN
fbem-15367	104	11	of	of	ADP
fbem-15367	104	12	the	the	DET
fbem-15367	104	13	number	number	NOUN
fbem-15367	104	14	of	of	ADP
fbem-15367	104	15	tourists	tourist	NOUN
fbem-15367	104	16	in	in	ADP
fbem-15367	104	17	weifang	weifang	PROPN
fbem-15367	104	18	city	city	PROPN
fbem-15367	104	19	based	base	VERB
fbem-15367	104	20	on	on	ADP
fbem-15367	104	21	gm	gm	PROPN
fbem-15367	104	22	(	(	PUNCT
fbem-15367	104	23	1,1	1,1	NUM
fbem-15367	104	24	)	)	PUNCT
fbem-15367	104	25	model	model	NOUN
fbem-15367	104	26	.	.	PUNCT
fbem-15367	105	1	advances	advance	NOUN
fbem-15367	105	2	in	in	ADP
fbem-15367	105	3	applied	apply	VERB
fbem-15367	105	4	mathematics	mathematic	NOUN
fbem-15367	105	5	,	,	PUNCT
fbem-15367	105	6	9(6	9(6	NUM
fbem-15367	105	7	)	)	PUNCT
fbem-15367	105	8	.	.	PUNCT
fbem-15367	106	1	[	[	X
fbem-15367	106	2	3	3	NUM
fbem-15367	106	3	]	]	X
fbem-15367	106	4	zhao	zhao	X
fbem-15367	106	5	,	,	PUNCT
fbem-15367	106	6	h.	h.	PROPN
fbem-15367	106	7	,	,	PUNCT
fbem-15367	106	8	fang	fang	PROPN
fbem-15367	106	9	,	,	PUNCT
fbem-15367	106	10	w.	w.	NOUN
fbem-15367	106	11	(	(	PUNCT
fbem-15367	106	12	2019	2019	NUM
fbem-15367	106	13	)	)	PUNCT
fbem-15367	106	14	.	.	PUNCT
fbem-15367	107	1	predicting	predict	VERB
fbem-15367	107	2	tourist	tourist	NOUN
fbem-15367	107	3	number	number	NOUN
fbem-15367	107	4	of	of	ADP
fbem-15367	107	5	guangdong	guangdong	PROPN
fbem-15367	107	6	province	province	PROPN
fbem-15367	107	7	based	base	VERB
fbem-15367	107	8	on	on	ADP
fbem-15367	107	9	fractal	fractal	ADJ
fbem-15367	107	10	auto	auto	NOUN
fbem-15367	107	11	-	-	PUNCT
fbem-15367	107	12	regressive	regressive	ADJ
fbem-15367	107	13	model	model	NOUN
fbem-15367	107	14	.	.	PUNCT
fbem-15367	108	1	statistics	statistic	NOUN
fbem-15367	108	2	and	and	CCONJ
fbem-15367	108	3	application	application	NOUN
fbem-15367	108	4	,	,	PUNCT
fbem-15367	108	5	8(1	8(1	NOUN
fbem-15367	108	6	)	)	PUNCT
fbem-15367	108	7	.	.	PUNCT
fbem-15367	109	1	[	[	X
fbem-15367	109	2	4	4	NUM
fbem-15367	109	3	]	]	X
fbem-15367	109	4	gong	gong	NOUN
fbem-15367	109	5	,	,	PUNCT
fbem-15367	109	6	h.	h.	PROPN
fbem-15367	109	7	,	,	PUNCT
fbem-15367	109	8	chen	chen	PROPN
fbem-15367	109	9	,	,	PUNCT
fbem-15367	109	10	j.	j.	PROPN
fbem-15367	109	11	,	,	PUNCT
fbem-15367	109	12	xiong	xiong	PROPN
fbem-15367	109	13	,	,	PUNCT
fbem-15367	109	14	w.	w.	PROPN
fbem-15367	109	15	,	,	PUNCT
fbem-15367	109	16	et	et	PROPN
fbem-15367	109	17	al	al	PROPN
fbem-15367	109	18	.	.	PROPN
fbem-15367	109	19	(	(	PUNCT
fbem-15367	109	20	2022	2022	NUM
fbem-15367	109	21	)	)	PUNCT
fbem-15367	109	22	.	.	PUNCT
fbem-15367	110	1	estimation	estimation	NOUN
fbem-15367	110	2	of	of	ADP
fbem-15367	110	3	forest	forest	NOUN
fbem-15367	110	4	stock	stock	NOUN
fbem-15367	110	5	using	use	VERB
fbem-15367	110	6	local	local	ADJ
fbem-15367	110	7	sample	sample	NOUN
fbem-15367	110	8	optimal	optimal	ADJ
fbem-15367	110	9	k	k	ADJ
fbem-15367	110	10	-	-	PUNCT
fbem-15367	110	11	value	value	NOUN
fbem-15367	110	12	knn	knn	PROPN
fbem-15367	110	13	model	model	PROPN
fbem-15367	110	14	.	.	PUNCT
fbem-15367	111	1	journal	journal	PROPN
fbem-15367	111	2	of	of	ADP
fbem-15367	111	3	northeast	northeast	PROPN
fbem-15367	111	4	forestry	forestry	PROPN
fbem-15367	111	5	university	university	NOUN
fbem-15367	111	6	,	,	PUNCT
fbem-15367	111	7	11	11	NUM
fbem-15367	111	8	:	:	SYM
fbem-15367	111	9	52	52	NUM
fbem-15367	111	10	-	-	SYM
fbem-15367	111	11	56	56	NUM
fbem-15367	111	12	.	.	PUNCT