id	sid	tid	token	lemma	pos
elements-9448	1	1	the	the	DET
elements-9448	1	2	new	new	PROPN
elements-9448	1	3	nfl	nfl	PROPN
elements-9448	1	4	extra	extra	ADJ
elements-9448	1	5	point	point	NOUN
elements-9448	1	6	rule	rule	NOUN
elements-9448	1	7	first	first	ADV
elements-9448	1	8	implemented	implement	VERB
elements-9448	1	9	in	in	ADP
elements-9448	1	10	the	the	DET
elements-9448	1	11	2015	2015	NUM
elements-9448	1	12	season	season	NOUN
elements-9448	1	13	requires	require	VERB
elements-9448	1	14	a	a	DET
elements-9448	1	15	kicker	kicker	NOUN
elements-9448	1	16	to	to	PART
elements-9448	1	17	attempt	attempt	VERB
elements-9448	1	18	his	his	PRON
elements-9448	1	19	extra	extra	ADJ
elements-9448	1	20	point	point	NOUN
elements-9448	1	21	with	with	ADP
elements-9448	1	22	the	the	DET
elements-9448	1	23	ball	ball	NOUN
elements-9448	1	24	snapped	snap	VERB
elements-9448	1	25	from	from	ADP
elements-9448	1	26	the	the	DET
elements-9448	1	27	15	15	NUM
elements-9448	1	28	-	-	PUNCT
elements-9448	1	29	yard	yard	NOUN
elements-9448	1	30	line	line	NOUN
elements-9448	1	31	.	.	PUNCT
elements-9448	2	1	this	this	DET
elements-9448	2	2	attempt	attempt	NOUN
elements-9448	2	3	stretches	stretch	VERB
elements-9448	2	4	an	an	DET
elements-9448	2	5	extra	extra	ADJ
elements-9448	2	6	point	point	NOUN
elements-9448	2	7	to	to	ADP
elements-9448	2	8	the	the	DET
elements-9448	2	9	equivalent	equivalent	NOUN
elements-9448	2	10	of	of	ADP
elements-9448	2	11	a	a	DET
elements-9448	2	12	32	32	NUM
elements-9448	2	13	-	-	PUNCT
elements-9448	2	14	yard	yard	NOUN
elements-9448	2	15	field	field	NOUN
elements-9448	2	16	goal	goal	NOUN
elements-9448	2	17	attempt	attempt	NOUN
elements-9448	2	18	,	,	PUNCT
elements-9448	2	19	13	13	NUM
elements-9448	2	20	yards	yard	NOUN
elements-9448	2	21	longer	long	ADV
elements-9448	2	22	than	than	ADP
elements-9448	2	23	under	under	ADP
elements-9448	2	24	the	the	DET
elements-9448	2	25	previous	previous	ADJ
elements-9448	2	26	rule	rule	NOUN
elements-9448	2	27	.	.	PUNCT
elements-9448	3	1	though	though	SCONJ
elements-9448	3	2	a	a	DET
elements-9448	3	3	32	32	NUM
elements-9448	3	4	-	-	PUNCT
elements-9448	3	5	yard	yard	NOUN
elements-9448	3	6	attempt	attempt	NOUN
elements-9448	3	7	is	be	AUX
elements-9448	3	8	still	still	ADV
elements-9448	3	9	a	a	DET
elements-9448	3	10	chip	chip	NOUN
elements-9448	3	11	shot	shoot	VERB
elements-9448	3	12	to	to	ADP
elements-9448	3	13	any	any	DET
elements-9448	3	14	professional	professional	ADJ
elements-9448	3	15	kicker	kicker	NOUN
elements-9448	3	16	,	,	PUNCT
elements-9448	3	17	many	many	ADJ
elements-9448	3	18	nfl	nfl	PROPN
elements-9448	3	19	analysts	analyst	NOUN
elements-9448	3	20	were	be	AUX
elements-9448	3	21	surprised	surprised	ADJ
elements-9448	3	22	to	to	PART
elements-9448	3	23	see	see	VERB
elements-9448	3	24	the	the	DET
elements-9448	3	25	number	number	NOUN
elements-9448	3	26	of	of	ADP
elements-9448	3	27	extra	extra	ADJ
elements-9448	3	28	points	point	NOUN
elements-9448	3	29	that	that	PRON
elements-9448	3	30	were	be	AUX
elements-9448	3	31	missed	miss	VERB
elements-9448	3	32	.	.	PUNCT
elements-9448	4	1	should	should	AUX
elements-9448	4	2	this	this	PRON
elements-9448	4	3	really	really	ADV
elements-9448	4	4	have	have	AUX
elements-9448	4	5	been	be	AUX
elements-9448	4	6	a	a	DET
elements-9448	4	7	surprise	surprise	NOUN
elements-9448	4	8	,	,	PUNCT
elements-9448	4	9	though	though	ADV
elements-9448	4	10	?	?	PUNCT
elements-9448	5	1	beginning	begin	VERB
elements-9448	5	2	with	with	ADP
elements-9448	5	3	a	a	DET
elements-9448	5	4	replication	replication	NOUN
elements-9448	5	5	of	of	ADP
elements-9448	5	6	a	a	DET
elements-9448	5	7	study	study	NOUN
elements-9448	5	8	by	by	ADP
elements-9448	5	9	clark	clark	PROPN
elements-9448	5	10	et	et	PROPN
elements-9448	5	11	.	.	PUNCT
elements-9448	6	1	al	al	PROPN
elements-9448	6	2	,	,	PUNCT
elements-9448	6	3	this	this	DET
elements-9448	6	4	study	study	NOUN
elements-9448	6	5	aims	aim	VERB
elements-9448	6	6	to	to	PART
elements-9448	6	7	explore	explore	VERB
elements-9448	6	8	the	the	DET
elements-9448	6	9	world	world	NOUN
elements-9448	6	10	of	of	ADP
elements-9448	6	11	nfl	nfl	PROPN
elements-9448	6	12	kicking	kick	VERB
elements-9448	6	13	from	from	ADP
elements-9448	6	14	a	a	DET
elements-9448	6	15	statistical	statistical	ADJ
elements-9448	6	16	perspective	perspective	NOUN
elements-9448	6	17	,	,	PUNCT
elements-9448	6	18	applying	apply	VERB
elements-9448	6	19	econometric	econometric	ADJ
elements-9448	6	20	and	and	CCONJ
elements-9448	6	21	machine	machine	NOUN
elements-9448	6	22	learning	learning	NOUN
elements-9448	6	23	models	model	NOUN
elements-9448	6	24	to	to	PART
elements-9448	6	25	display	display	VERB
elements-9448	6	26	a	a	DET
elements-9448	6	27	deeper	deep	ADJ
elements-9448	6	28	perspective	perspective	NOUN
elements-9448	6	29	on	on	ADP
elements-9448	6	30	what	what	PRON
elements-9448	6	31	exactly	exactly	ADV
elements-9448	6	32	makes	make	VERB
elements-9448	6	33	some	some	DET
elements-9448	6	34	field	field	NOUN
elements-9448	6	35	goal	goal	NOUN
elements-9448	6	36	attempts	attempt	VERB
elements-9448	6	37	more	more	ADV
elements-9448	6	38	difficult	difficult	ADJ
elements-9448	6	39	than	than	ADP
elements-9448	6	40	others	other	NOUN
elements-9448	6	41	.	.	PUNCT
elements-9448	7	1	ultimately	ultimately	ADV
elements-9448	7	2	,	,	PUNCT
elements-9448	7	3	the	the	DET
elements-9448	7	4	goal	goal	NOUN
elements-9448	7	5	is	be	AUX
elements-9448	7	6	to	to	PART
elements-9448	7	7	go	go	VERB
elements-9448	7	8	beyond	beyond	ADP
elements-9448	7	9	the	the	DET
elements-9448	7	10	previous	previous	ADJ
elements-9448	7	11	research	research	NOUN
elements-9448	7	12	on	on	ADP
elements-9448	7	13	this	this	DET
elements-9448	7	14	topic	topic	NOUN
elements-9448	7	15	,	,	PUNCT
elements-9448	7	16	providing	provide	VERB
elements-9448	7	17	an	an	DET
elements-9448	7	18	improved	improved	ADJ
elements-9448	7	19	predictive	predictive	ADJ
elements-9448	7	20	model	model	NOUN
elements-9448	7	21	of	of	ADP
elements-9448	7	22	field	field	NOUN
elements-9448	7	23	goal	goal	NOUN
elements-9448	7	24	success	success	NOUN
elements-9448	7	25	and	and	CCONJ
elements-9448	7	26	a	a	DET
elements-9448	7	27	better	well	ADJ
elements-9448	7	28	metric	metric	NOUN
elements-9448	7	29	for	for	ADP
elements-9448	7	30	evaluating	evaluate	VERB
elements-9448	7	31	placekicker	placekicker	NOUN
elements-9448	7	32	ability	ability	NOUN
elements-9448	7	33	.	.	PUNCT
elements-9448	8	1	extra	extra	ADJ
elements-9448	8	2	point	point	NOUN
elements-9448	8	3	under	under	ADP
elements-9448	8	4	review	review	NOUN
elements-9448	8	5	machine	machine	NOUN
elements-9448	8	6	learning	learning	NOUN
elements-9448	8	7	and	and	CCONJ
elements-9448	8	8	the	the	DET
elements-9448	8	9	nfl	nfl	PROPN
elements-9448	8	10	field	field	PROPN
elements-9448	8	11	goal	goal	NOUN
elements-9448	8	12	james	james	PROPN
elements-9448	8	13	ledoux	ledoux	PROPN
elements-9448	8	14	data	data	PROPN
elements-9448	8	15	selection	selection	NOUN
elements-9448	8	16	the	the	DET
elements-9448	8	17	data	datum	NOUN
elements-9448	8	18	used	use	VERB
elements-9448	8	19	in	in	ADP
elements-9448	8	20	this	this	DET
elements-9448	8	21	experiment	experiment	NOUN
elements-9448	8	22	comes	come	VERB
elements-9448	8	23	from	from	ADP
elements-9448	8	24	armchair	armchair	NOUN
elements-9448	8	25	analysis	analysis	NOUN
elements-9448	8	26	,	,	PUNCT
elements-9448	8	27	covering	cover	VERB
elements-9448	8	28	every	every	DET
elements-9448	8	29	field	field	NOUN
elements-9448	8	30	goal	goal	NOUN
elements-9448	8	31	attempted	attempt	VERB
elements-9448	8	32	from	from	ADP
elements-9448	8	33	the	the	DET
elements-9448	8	34	2000	2000	NUM
elements-9448	8	35	through	through	ADP
elements-9448	8	36	2013	2013	NUM
elements-9448	8	37	seasons	season	NOUN
elements-9448	8	38	,	,	PUNCT
elements-9448	8	39	roughly	roughly	ADV
elements-9448	8	40	14,000	14,000	NUM
elements-9448	8	41	attempts	attempt	NOUN
elements-9448	8	42	in	in	ADP
elements-9448	8	43	total	total	NOUN
elements-9448	8	44	.	.	PUNCT
elements-9448	9	1	it	it	PRON
elements-9448	9	2	contains	contain	VERB
elements-9448	9	3	the	the	DET
elements-9448	9	4	binary	binary	ADJ
elements-9448	9	5	outcomes	outcome	NOUN
elements-9448	9	6	of	of	ADP
elements-9448	9	7	field	field	NOUN
elements-9448	9	8	goal	goal	NOUN
elements-9448	9	9	attempts	attempt	VERB
elements-9448	9	10	,	,	PUNCT
elements-9448	9	11	atmospheric	atmospheric	ADJ
elements-9448	9	12	conditions	condition	NOUN
elements-9448	9	13	at	at	ADP
elements-9448	9	14	kickoff	kickoff	NOUN
elements-9448	9	15	time	time	NOUN
elements-9448	9	16	(	(	PUNCT
elements-9448	9	17	temperature	temperature	NOUN
elements-9448	9	18	,	,	PUNCT
elements-9448	9	19	precipitation	precipitation	NOUN
elements-9448	9	20	,	,	PUNCT
elements-9448	9	21	humidity	humidity	NOUN
elements-9448	9	22	,	,	PUNCT
elements-9448	9	23	wind	wind	NOUN
elements-9448	9	24	speed	speed	NOUN
elements-9448	9	25	)	)	PUNCT
elements-9448	9	26	,	,	PUNCT
elements-9448	9	27	and	and	CCONJ
elements-9448	9	28	various	various	ADJ
elements-9448	9	29	situational	situational	ADJ
elements-9448	9	30	variables	variable	NOUN
elements-9448	9	31	,	,	PUNCT
elements-9448	9	32	such	such	ADJ
elements-9448	9	33	as	as	ADP
elements-9448	9	34	kick	kick	NOUN
elements-9448	9	35	distance	distance	NOUN
elements-9448	9	36	,	,	PUNCT
elements-9448	9	37	time	time	NOUN
elements-9448	9	38	left	leave	VERB
elements-9448	9	39	in	in	ADP
elements-9448	9	40	the	the	DET
elements-9448	9	41	game	game	NOUN
elements-9448	9	42	,	,	PUNCT
elements-9448	9	43	the	the	DET
elements-9448	9	44	game	game	NOUN
elements-9448	9	45	’s	’s	PART
elements-9448	9	46	score	score	NOUN
elements-9448	9	47	,	,	PUNCT
elements-9448	9	48	and	and	CCONJ
elements-9448	9	49	whether	whether	SCONJ
elements-9448	9	50	the	the	DET
elements-9448	9	51	kicker	kicker	NOUN
elements-9448	9	52	was	be	AUX
elements-9448	9	53	iced	ice	VERB
elements-9448	9	54	.	.	PUNCT
elements-9448	10	1	while	while	SCONJ
elements-9448	10	2	there	there	PRON
elements-9448	10	3	is	be	VERB
elements-9448	10	4	no	no	DET
elements-9448	10	5	way	way	NOUN
elements-9448	10	6	to	to	PART
elements-9448	10	7	predict	predict	VERB
elements-9448	10	8	probability	probability	NOUN
elements-9448	10	9	with	with	ADP
elements-9448	10	10	perfect	perfect	ADJ
elements-9448	10	11	precision	precision	NOUN
elements-9448	10	12	,	,	PUNCT
elements-9448	10	13	the	the	DET
elements-9448	10	14	size	size	NOUN
elements-9448	10	15	of	of	ADP
elements-9448	10	16	this	this	DET
elements-9448	10	17	data	datum	NOUN
elements-9448	10	18	set	set	VERB
elements-9448	10	19	allows	allow	VERB
elements-9448	10	20	certain	certain	ADJ
elements-9448	10	21	models	model	NOUN
elements-9448	10	22	to	to	PART
elements-9448	10	23	form	form	VERB
elements-9448	10	24	predictions	prediction	NOUN
elements-9448	10	25	that	that	PRON
elements-9448	10	26	are	be	AUX
elements-9448	10	27	reasonably	reasonably	ADV
elements-9448	10	28	close	close	ADJ
elements-9448	10	29	to	to	ADP
elements-9448	10	30	the	the	DET
elements-9448	10	31	true	true	ADJ
elements-9448	10	32	value	value	NOUN
elements-9448	10	33	on	on	ADP
elements-9448	10	34	this	this	DET
elements-9448	10	35	0	0	NUM
elements-9448	10	36	-	-	PUNCT
elements-9448	10	37	to-1	to-1	ADP
elements-9448	10	38	scale	scale	NOUN
elements-9448	10	39	of	of	ADP
elements-9448	10	40	make	make	NOUN
elements-9448	10	41	or	or	CCONJ
elements-9448	10	42	miss	miss	VERB
elements-9448	10	43	.	.	PUNCT
elements-9448	11	1	here	here	ADV
elements-9448	11	2	is	be	AUX
elements-9448	11	3	an	an	DET
elements-9448	11	4	overview	overview	NOUN
elements-9448	11	5	of	of	ADP
elements-9448	11	6	the	the	DET
elements-9448	11	7	most	most	ADV
elements-9448	11	8	significant	significant	ADJ
elements-9448	11	9	information	information	NOUN
elements-9448	11	10	in	in	ADP
elements-9448	11	11	the	the	DET
elements-9448	11	12	data	data	NOUN
elements-9448	11	13	set	set	VERB
elements-9448	11	14	:	:	PUNCT
elements-9448	11	15	distance	distance	NOUN
elements-9448	11	16	:	:	PUNCT
elements-9448	11	17	distance	distance	NOUN
elements-9448	11	18	is	be	AUX
elements-9448	11	19	the	the	DET
elements-9448	11	20	most	most	ADV
elements-9448	11	21	important	important	ADJ
elements-9448	11	22	variable	variable	NOUN
elements-9448	11	23	in	in	ADP
elements-9448	11	24	this	this	DET
elements-9448	11	25	data	datum	NOUN
elements-9448	11	26	set	set	VERB
elements-9448	11	27	.	.	PUNCT
elements-9448	12	1	the	the	DET
elements-9448	12	2	distances	distance	NOUN
elements-9448	12	3	in	in	ADP
elements-9448	12	4	the	the	DET
elements-9448	12	5	data	data	NOUN
elements-9448	12	6	range	range	NOUN
elements-9448	12	7	from	from	ADP
elements-9448	12	8	18	18	NUM
elements-9448	12	9	to	to	PART
elements-9448	12	10	76	76	NUM
elements-9448	12	11	yards	yard	NOUN
elements-9448	12	12	,	,	PUNCT
elements-9448	12	13	with	with	ADP
elements-9448	12	14	the	the	DET
elements-9448	12	15	inner	inner	ADJ
elements-9448	12	16	quartile	quartile	NOUN
elements-9448	12	17	range	range	NOUN
elements-9448	12	18	being	be	AUX
elements-9448	12	19	from	from	ADP
elements-9448	12	20	25	25	NUM
elements-9448	12	21	to	to	PART
elements-9448	12	22	45	45	NUM
elements-9448	12	23	yards	yard	NOUN
elements-9448	12	24	,	,	PUNCT
elements-9448	12	25	and	and	CCONJ
elements-9448	12	26	the	the	DET
elements-9448	12	27	median	median	ADJ
elements-9448	12	28	distance	distance	NOUN
elements-9448	12	29	being	be	AUX
elements-9448	12	30	37	37	NUM
elements-9448	12	31	yards	yard	NOUN
elements-9448	12	32	.	.	PUNCT
elements-9448	13	1	the	the	DET
elements-9448	13	2	distribution	distribution	NOUN
elements-9448	13	3	of	of	ADP
elements-9448	13	4	distances	distance	NOUN
elements-9448	13	5	in	in	ADP
elements-9448	13	6	the	the	DET
elements-9448	13	7	data	datum	NOUN
elements-9448	13	8	set	set	VERB
elements-9448	13	9	is	be	AUX
elements-9448	13	10	more	more	ADV
elements-9448	13	11	or	or	CCONJ
elements-9448	13	12	less	less	ADJ
elements-9448	13	13	uniform	uniform	NOUN
elements-9448	13	14	from	from	ADP
elements-9448	13	15	20	20	NUM
elements-9448	13	16	to	to	PART
elements-9448	13	17	50	50	NUM
elements-9448	13	18	yards	yard	NOUN
elements-9448	13	19	,	,	PUNCT
elements-9448	13	20	but	but	CCONJ
elements-9448	13	21	sparse	sparse	ADJ
elements-9448	13	22	beyond	beyond	ADP
elements-9448	13	23	55	55	NUM
elements-9448	13	24	.	.	PUNCT
elements-9448	14	1	stadium	stadium	ADJ
elements-9448	14	2	factors	factor	NOUN
elements-9448	14	3	:	:	PUNCT
elements-9448	14	4	the	the	DET
elements-9448	14	5	data	datum	NOUN
elements-9448	14	6	also	also	ADV
elements-9448	14	7	includes	include	VERB
elements-9448	14	8	the	the	DET
elements-9448	14	9	stadium	stadium	NOUN
elements-9448	14	10	in	in	ADP
elements-9448	14	11	which	which	PRON
elements-9448	14	12	the	the	DET
elements-9448	14	13	kick	kick	NOUN
elements-9448	14	14	took	take	VERB
elements-9448	14	15	place	place	NOUN
elements-9448	14	16	,	,	PUNCT
elements-9448	14	17	whether	whether	SCONJ
elements-9448	14	18	it	it	PRON
elements-9448	14	19	took	take	VERB
elements-9448	14	20	place	place	NOUN
elements-9448	14	21	on	on	ADP
elements-9448	14	22	turf	turf	NOUN
elements-9448	14	23	or	or	CCONJ
elements-9448	14	24	natural	natural	ADJ
elements-9448	14	25	grass	grass	NOUN
elements-9448	14	26	,	,	PUNCT
elements-9448	14	27	and	and	CCONJ
elements-9448	14	28	whether	whether	SCONJ
elements-9448	14	29	this	this	PRON
elements-9448	14	30	happened	happen	VERB
elements-9448	14	31	at	at	ADP
elements-9448	14	32	a	a	DET
elements-9448	14	33	home	home	NOUN
elements-9448	14	34	or	or	CCONJ
elements-9448	14	35	an	an	DET
elements-9448	14	36	away	away	ADJ
elements-9448	14	37	game	game	NOUN
elements-9448	14	38	.	.	PUNCT
elements-9448	15	1	most	most	ADJ
elements-9448	15	2	of	of	ADP
elements-9448	15	3	these	these	DET
elements-9448	15	4	situational	situational	ADJ
elements-9448	15	5	factors	factor	NOUN
elements-9448	15	6	proved	prove	VERB
elements-9448	15	7	insignificant	insignificant	ADJ
elements-9448	15	8	,	,	PUNCT
elements-9448	15	9	and	and	CCONJ
elements-9448	15	10	specific	specific	ADJ
elements-9448	15	11	stadiums	stadium	NOUN
elements-9448	15	12	were	be	AUX
elements-9448	15	13	not	not	PART
elements-9448	15	14	included	include	VERB
elements-9448	15	15	in	in	ADP
elements-9448	15	16	the	the	DET
elements-9448	15	17	final	final	ADJ
elements-9448	15	18	models	model	NOUN
elements-9448	15	19	.	.	PUNCT
elements-9448	16	1	there	there	PRON
elements-9448	16	2	was	be	VERB
elements-9448	16	3	,	,	PUNCT
elements-9448	16	4	however	however	ADV
elements-9448	16	5	,	,	PUNCT
elements-9448	16	6	significant	significant	ADJ
elements-9448	16	7	proof	proof	NOUN
elements-9448	16	8	to	to	PART
elements-9448	16	9	support	support	VERB
elements-9448	16	10	the	the	DET
elements-9448	16	11	much	much	ADV
elements-9448	16	12	-	-	PUNCT
elements-9448	16	13	discussed	discuss	VERB
elements-9448	16	14	“	"	PUNCT
elements-9448	16	15	mile	mile	NOUN
elements-9448	16	16	-	-	PUNCT
elements-9448	16	17	high	high	ADJ
elements-9448	16	18	effect	effect	NOUN
elements-9448	16	19	,	,	PUNCT
elements-9448	16	20	”	"	PUNCT
elements-9448	16	21	under	under	ADP
elements-9448	16	22	which	which	PRON
elements-9448	16	23	kickers	kicker	NOUN
elements-9448	16	24	experience	experience	NOUN
elements-9448	16	25	significantly	significantly	ADV
elements-9448	16	26	increased	increase	VERB
elements-9448	16	27	range	range	NOUN
elements-9448	16	28	capabilities	capability	NOUN
elements-9448	16	29	while	while	SCONJ
elements-9448	16	30	playing	play	VERB
elements-9448	16	31	in	in	ADP
elements-9448	16	32	the	the	DET
elements-9448	16	33	high	high	ADJ
elements-9448	16	34	altitude	altitude	NOUN
elements-9448	16	35	of	of	ADP
elements-9448	16	36	the	the	DET
elements-9448	16	37	denver	denver	PROPN
elements-9448	16	38	broncos	broncos	PROPN
elements-9448	16	39	’	’	PART
elements-9448	16	40	mile	mile	ADJ
elements-9448	16	41	high	high	ADJ
elements-9448	16	42	stadium	stadium	NOUN
elements-9448	16	43	.	.	PUNCT
elements-9448	17	1	climate	climate	NOUN
elements-9448	17	2	factors	factor	NOUN
elements-9448	17	3	:	:	PUNCT
elements-9448	17	4	among	among	ADP
elements-9448	17	5	the	the	DET
elements-9448	17	6	climate	climate	NOUN
elements-9448	17	7	factors	factor	NOUN
elements-9448	17	8	measured	measure	VERB
elements-9448	17	9	were	be	AUX
elements-9448	17	10	temperature	temperature	NOUN
elements-9448	17	11	,	,	PUNCT
elements-9448	17	12	humidity	humidity	NOUN
elements-9448	17	13	,	,	PUNCT
elements-9448	17	14	wind	wind	NOUN
elements-9448	17	15	speed	speed	NOUN
elements-9448	17	16	,	,	PUNCT
elements-9448	17	17	and	and	CCONJ
elements-9448	17	18	precipitation	precipitation	NOUN
elements-9448	17	19	.	.	PUNCT
elements-9448	18	1	the	the	DET
elements-9448	18	2	distributions	distribution	NOUN
elements-9448	18	3	of	of	ADP
elements-9448	18	4	these	these	DET
elements-9448	18	5	factors	factor	NOUN
elements-9448	18	6	are	be	AUX
elements-9448	18	7	presented	present	VERB
elements-9448	18	8	below	below	ADP
elements-9448	18	9	:	:	PUNCT
elements-9448	18	10	given	give	VERB
elements-9448	18	11	these	these	DET
elements-9448	18	12	distributions	distribution	NOUN
elements-9448	18	13	,	,	PUNCT
elements-9448	18	14	i	i	PRON
elements-9448	18	15	carried	carry	VERB
elements-9448	18	16	out	out	ADP
elements-9448	18	17	similar	similar	ADJ
elements-9448	18	18	feature	feature	NOUN
elements-9448	18	19	engineering	engineering	NOUN
elements-9448	18	20	to	to	ADP
elements-9448	18	21	that	that	PRON
elements-9448	18	22	done	do	VERB
elements-9448	18	23	in	in	ADP
elements-9448	18	24	the	the	DET
elements-9448	18	25	clark	clark	NOUN
elements-9448	18	26	paper	paper	NOUN
elements-9448	18	27	,	,	PUNCT
elements-9448	18	28	creating	create	VERB
elements-9448	18	29	a	a	DET
elements-9448	18	30	binary	binary	ADJ
elements-9448	18	31	“	"	PUNCT
elements-9448	18	32	cold	cold	ADJ
elements-9448	18	33	”	"	PUNCT
elements-9448	18	34	dummy	dummy	ADJ
elements-9448	18	35	variable	variable	NOUN
elements-9448	18	36	for	for	ADP
elements-9448	18	37	temperatures	temperature	NOUN
elements-9448	18	38	under	under	ADP
elements-9448	18	39	50	50	NUM
elements-9448	18	40	°	°	NOUN
elements-9448	18	41	f	f	NOUN
elements-9448	18	42	,	,	PUNCT
elements-9448	18	43	a	a	DET
elements-9448	18	44	“	"	PUNCT
elements-9448	18	45	windy	windy	ADJ
elements-9448	18	46	”	"	PUNCT
elements-9448	18	47	variable	variable	NOUN
elements-9448	18	48	for	for	ADP
elements-9448	18	49	wind	wind	NOUN
elements-9448	18	50	speeds	speed	NOUN
elements-9448	18	51	greater	great	ADJ
elements-9448	18	52	than	than	ADP
elements-9448	18	53	10	10	NUM
elements-9448	18	54	mph	mph	NOUN
elements-9448	18	55	,	,	PUNCT
elements-9448	18	56	and	and	CCONJ
elements-9448	18	57	a	a	DET
elements-9448	18	58	“	"	PUNCT
elements-9448	18	59	humid	humid	NOUN
elements-9448	18	60	”	"	PUNCT
elements-9448	18	61	one	one	NUM
elements-9448	18	62	for	for	ADP
elements-9448	18	63	humidities	humidity	NOUN
elements-9448	18	64	greater	great	ADJ
elements-9448	18	65	than	than	ADP
elements-9448	18	66	60	60	NUM
elements-9448	18	67	%	%	NOUN
elements-9448	18	68	.	.	PUNCT
elements-9448	19	1	the	the	DET
elements-9448	19	2	cold	cold	ADJ
elements-9448	19	3	and	and	CCONJ
elements-9448	19	4	windy	windy	ADJ
elements-9448	19	5	dummy	dummy	ADJ
elements-9448	19	6	variables	variable	NOUN
elements-9448	19	7	are	be	AUX
elements-9448	19	8	useful	useful	ADJ
elements-9448	19	9	because	because	SCONJ
elements-9448	19	10	both	both	DET
elements-9448	19	11	wind	wind	NOUN
elements-9448	19	12	speeds	speed	NOUN
elements-9448	19	13	and	and	CCONJ
elements-9448	19	14	temperatures	temperature	NOUN
elements-9448	19	15	vary	vary	VERB
elements-9448	19	16	throughout	throughout	ADP
elements-9448	19	17	games	game	NOUN
elements-9448	19	18	,	,	PUNCT
elements-9448	19	19	while	while	SCONJ
elements-9448	19	20	the	the	DET
elements-9448	19	21	measurements	measurement	NOUN
elements-9448	19	22	in	in	ADP
elements-9448	19	23	this	this	DET
elements-9448	19	24	data	datum	NOUN
elements-9448	19	25	set	set	VERB
elements-9448	19	26	are	be	AUX
elements-9448	19	27	only	only	ADV
elements-9448	19	28	those	those	DET
elements-9448	19	29	recorded	record	VERB
elements-9448	19	30	figure	figure	NOUN
elements-9448	19	31	3	3	NUM
elements-9448	19	32	.	.	PUNCT
elements-9448	19	33	humidity	humidity	NOUN
elements-9448	19	34	distributions	distribution	NOUN
elements-9448	19	35	in	in	ADP
elements-9448	19	36	the	the	DET
elements-9448	19	37	data	data	NOUN
elements-9448	19	38	figure	figure	NOUN
elements-9448	19	39	1	1	NUM
elements-9448	19	40	.	.	PUNCT
elements-9448	19	41	temperature	temperature	NOUN
elements-9448	19	42	distributions	distribution	NOUN
elements-9448	19	43	in	in	ADP
elements-9448	19	44	the	the	DET
elements-9448	19	45	data	data	NOUN
elements-9448	19	46	figure	figure	NOUN
elements-9448	19	47	2	2	NUM
elements-9448	19	48	.	.	PUNCT
elements-9448	20	1	wind	wind	NOUN
elements-9448	20	2	distributions	distribution	NOUN
elements-9448	20	3	in	in	ADP
elements-9448	20	4	the	the	DET
elements-9448	20	5	data	datum	NOUN
elements-9448	20	6	56	56	NUM
elements-9448	20	7	elements	element	NOUN
elements-9448	20	8	:	:	PUNCT
elements-9448	20	9	:	:	PUNCT
elements-9448	20	10	fall	fall	VERB
elements-9448	20	11	2016	2016	NUM
elements-9448	20	12	at	at	ADP
elements-9448	20	13	kickoff	kickoff	NOUN
elements-9448	20	14	time	time	NOUN
elements-9448	20	15	.	.	PUNCT
elements-9448	21	1	converting	convert	VERB
elements-9448	21	2	these	these	DET
elements-9448	21	3	measurements	measurement	NOUN
elements-9448	21	4	to	to	ADP
elements-9448	21	5	categorical	categorical	ADJ
elements-9448	21	6	variables	variable	NOUN
elements-9448	21	7	limits	limit	VERB
elements-9448	21	8	the	the	DET
elements-9448	21	9	number	number	NOUN
elements-9448	21	10	of	of	ADP
elements-9448	21	11	cases	case	NOUN
elements-9448	21	12	that	that	PRON
elements-9448	21	13	are	be	AUX
elements-9448	21	14	misclassified	misclassifie	VERB
elements-9448	21	15	due	due	ADP
elements-9448	21	16	to	to	ADP
elements-9448	21	17	this	this	DET
elements-9448	21	18	limitation	limitation	NOUN
elements-9448	21	19	in	in	ADP
elements-9448	21	20	the	the	DET
elements-9448	21	21	data	datum	NOUN
elements-9448	21	22	set	set	VERB
elements-9448	21	23	.	.	PUNCT
elements-9448	22	1	it	it	PRON
elements-9448	22	2	should	should	AUX
elements-9448	22	3	be	be	AUX
elements-9448	22	4	noted	note	VERB
elements-9448	22	5	that	that	SCONJ
elements-9448	22	6	i	i	PRON
elements-9448	22	7	do	do	VERB
elements-9448	22	8	,	,	PUNCT
elements-9448	22	9	however	however	ADV
elements-9448	22	10	,	,	PUNCT
elements-9448	22	11	use	use	VERB
elements-9448	22	12	continuous	continuous	ADJ
elements-9448	22	13	temperature	temperature	NOUN
elements-9448	22	14	as	as	ADP
elements-9448	22	15	a	a	DET
elements-9448	22	16	variable	variable	NOUN
elements-9448	22	17	in	in	ADP
elements-9448	22	18	certain	certain	ADJ
elements-9448	22	19	later	later	ADJ
elements-9448	22	20	models	model	NOUN
elements-9448	22	21	,	,	PUNCT
elements-9448	22	22	with	with	ADP
elements-9448	22	23	temperatures	temperature	NOUN
elements-9448	22	24	typically	typically	ADV
elements-9448	22	25	being	be	AUX
elements-9448	22	26	stable	stable	ADJ
elements-9448	22	27	within	within	ADP
elements-9448	22	28	a	a	DET
elements-9448	22	29	reasonable	reasonable	ADJ
elements-9448	22	30	range	range	NOUN
elements-9448	22	31	to	to	PART
elements-9448	22	32	make	make	VERB
elements-9448	22	33	the	the	DET
elements-9448	22	34	continuous	continuous	ADJ
elements-9448	22	35	variable	variable	NOUN
elements-9448	22	36	useful	useful	ADJ
elements-9448	22	37	despite	despite	SCONJ
elements-9448	22	38	its	its	PRON
elements-9448	22	39	time	time	NOUN
elements-9448	22	40	-	-	PUNCT
elements-9448	22	41	of	of	ADP
elements-9448	22	42	-	-	PUNCT
elements-9448	22	43	measurement	measurement	NOUN
elements-9448	22	44	flaw	flaw	NOUN
elements-9448	22	45	.	.	PUNCT
elements-9448	23	1	humidity	humidity	NOUN
elements-9448	23	2	was	be	AUX
elements-9448	23	3	not	not	PART
elements-9448	23	4	significant	significant	ADJ
elements-9448	23	5	in	in	ADP
elements-9448	23	6	any	any	PRON
elements-9448	23	7	of	of	ADP
elements-9448	23	8	the	the	DET
elements-9448	23	9	models	model	NOUN
elements-9448	23	10	,	,	PUNCT
elements-9448	23	11	and	and	CCONJ
elements-9448	23	12	was	be	AUX
elements-9448	23	13	dropped	drop	VERB
elements-9448	23	14	.	.	PUNCT
elements-9448	24	1	also	also	ADV
elements-9448	24	2	noteworthy	noteworthy	ADJ
elements-9448	24	3	is	be	AUX
elements-9448	24	4	that	that	SCONJ
elements-9448	24	5	the	the	DET
elements-9448	24	6	data	datum	NOUN
elements-9448	24	7	set	set	NOUN
elements-9448	24	8	contained	contain	VERB
elements-9448	24	9	a	a	DET
elements-9448	24	10	variety	variety	NOUN
elements-9448	24	11	of	of	ADP
elements-9448	24	12	classifications	classification	NOUN
elements-9448	24	13	for	for	ADP
elements-9448	24	14	weather	weather	NOUN
elements-9448	24	15	conditions	condition	NOUN
elements-9448	24	16	such	such	ADJ
elements-9448	24	17	as	as	ADP
elements-9448	24	18	“	"	PUNCT
elements-9448	24	19	rain	rain	NOUN
elements-9448	24	20	”	"	PUNCT
elements-9448	24	21	,	,	PUNCT
elements-9448	24	22	“	"	PUNCT
elements-9448	24	23	snow	snow	NOUN
elements-9448	24	24	”	"	PUNCT
elements-9448	24	25	,	,	PUNCT
elements-9448	24	26	“	"	PUNCT
elements-9448	24	27	light	light	ADJ
elements-9448	24	28	rain	rain	NOUN
elements-9448	24	29	”	"	PUNCT
elements-9448	24	30	,	,	PUNCT
elements-9448	24	31	“	"	PUNCT
elements-9448	24	32	stormy	stormy	NOUN
elements-9448	24	33	”	"	PUNCT
elements-9448	24	34	,	,	PUNCT
elements-9448	24	35	“	"	PUNCT
elements-9448	24	36	foggy	foggy	ADJ
elements-9448	24	37	”	"	PUNCT
elements-9448	24	38	,	,	PUNCT
elements-9448	24	39	“	"	PUNCT
elements-9448	24	40	clear	clear	ADJ
elements-9448	24	41	”	"	PUNCT
elements-9448	24	42	,	,	PUNCT
elements-9448	24	43	and	and	CCONJ
elements-9448	24	44	so	so	ADV
elements-9448	24	45	on	on	ADV
elements-9448	24	46	.	.	PUNCT
elements-9448	25	1	to	to	PART
elements-9448	25	2	reduce	reduce	VERB
elements-9448	25	3	the	the	DET
elements-9448	25	4	ambiguity	ambiguity	NOUN
elements-9448	25	5	,	,	PUNCT
elements-9448	25	6	i	i	PRON
elements-9448	25	7	lumped	lump	VERB
elements-9448	25	8	all	all	DET
elements-9448	25	9	rain	rain	NOUN
elements-9448	25	10	and	and	CCONJ
elements-9448	25	11	snow	snow	NOUN
elements-9448	25	12	-	-	PUNCT
elements-9448	25	13	containing	contain	VERB
elements-9448	25	14	conditions	condition	NOUN
elements-9448	25	15	into	into	ADP
elements-9448	25	16	a	a	DET
elements-9448	25	17	single	single	ADJ
elements-9448	25	18	dummy	dummy	ADJ
elements-9448	25	19	variable	variable	NOUN
elements-9448	25	20	called	call	VERB
elements-9448	25	21	“	"	PUNCT
elements-9448	25	22	precipitation	precipitation	NOUN
elements-9448	25	23	.	.	PUNCT
elements-9448	25	24	”	"	PUNCT
elements-9448	26	1	of	of	ADP
elements-9448	26	2	this	this	PRON
elements-9448	26	3	,	,	PUNCT
elements-9448	26	4	the	the	DET
elements-9448	26	5	set	set	NOUN
elements-9448	26	6	has	have	VERB
elements-9448	26	7	847	847	NUM
elements-9448	26	8	instances	instance	NOUN
elements-9448	26	9	with	with	ADP
elements-9448	26	10	precipitation	precipitation	NOUN
elements-9448	26	11	,	,	PUNCT
elements-9448	26	12	and	and	CCONJ
elements-9448	26	13	13,144	13,144	NUM
elements-9448	26	14	without	without	ADP
elements-9448	26	15	.	.	PUNCT
elements-9448	27	1	there	there	PRON
elements-9448	27	2	were	be	VERB
elements-9448	27	3	many	many	ADJ
elements-9448	27	4	other	other	ADJ
elements-9448	27	5	variables	variable	NOUN
elements-9448	27	6	to	to	PART
elements-9448	27	7	test	test	VERB
elements-9448	27	8	in	in	ADP
elements-9448	27	9	the	the	DET
elements-9448	27	10	data	datum	NOUN
elements-9448	27	11	set	set	VERB
elements-9448	27	12	,	,	PUNCT
elements-9448	27	13	but	but	CCONJ
elements-9448	27	14	these	these	PRON
elements-9448	27	15	proved	prove	VERB
elements-9448	27	16	to	to	PART
elements-9448	27	17	be	be	AUX
elements-9448	27	18	the	the	DET
elements-9448	27	19	most	most	ADV
elements-9448	27	20	important	important	ADJ
elements-9448	27	21	to	to	ADP
elements-9448	27	22	the	the	DET
elements-9448	27	23	end	end	NOUN
elements-9448	27	24	-	-	PUNCT
elements-9448	27	25	models	model	NOUN
elements-9448	27	26	.	.	PUNCT
elements-9448	28	1	the	the	DET
elements-9448	28	2	individual	individual	ADJ
elements-9448	28	3	effects	effect	NOUN
elements-9448	28	4	of	of	ADP
elements-9448	28	5	each	each	PRON
elements-9448	28	6	of	of	ADP
elements-9448	28	7	these	these	DET
elements-9448	28	8	variables	variable	NOUN
elements-9448	28	9	on	on	ADP
elements-9448	28	10	the	the	DET
elements-9448	28	11	final	final	ADJ
elements-9448	28	12	predictive	predictive	ADJ
elements-9448	28	13	models	model	NOUN
elements-9448	28	14	can	can	AUX
elements-9448	28	15	be	be	AUX
elements-9448	28	16	seen	see	VERB
elements-9448	28	17	in	in	ADP
elements-9448	28	18	the	the	DET
elements-9448	28	19	appendix	appendix	NOUN
elements-9448	28	20	,	,	PUNCT
elements-9448	28	21	exhibit	exhibit	PROPN
elements-9448	28	22	b.	b.	PROPN
elements-9448	28	23	binomial	binomial	PROPN
elements-9448	28	24	logistic	logistic	ADJ
elements-9448	28	25	regression	regression	NOUN
elements-9448	28	26	models	model	NOUN
elements-9448	28	27	the	the	DET
elements-9448	28	28	first	first	ADJ
elements-9448	28	29	model	model	NOUN
elements-9448	28	30	i	i	PRON
elements-9448	28	31	tested	test	VERB
elements-9448	28	32	was	be	AUX
elements-9448	28	33	a	a	DET
elements-9448	28	34	logistic	logistic	ADJ
elements-9448	28	35	regression	regression	NOUN
elements-9448	28	36	model	model	NOUN
elements-9448	28	37	,	,	PUNCT
elements-9448	28	38	replicating	replicate	VERB
elements-9448	28	39	that	that	SCONJ
elements-9448	28	40	used	use	VERB
elements-9448	28	41	by	by	ADP
elements-9448	28	42	clark	clark	PROPN
elements-9448	28	43	et	et	PROPN
elements-9448	28	44	al	al	PROPN
elements-9448	28	45	.	.	PROPN
elements-9448	28	46	,	,	PUNCT
elements-9448	28	47	and	and	CCONJ
elements-9448	28	48	experimenting	experiment	VERB
elements-9448	28	49	with	with	ADP
elements-9448	28	50	some	some	DET
elements-9448	28	51	slight	slight	ADJ
elements-9448	28	52	adjustments	adjustment	NOUN
elements-9448	28	53	.	.	PUNCT
elements-9448	29	1	logistic	logistic	ADJ
elements-9448	29	2	regression	regression	NOUN
elements-9448	29	3	is	be	AUX
elements-9448	29	4	a	a	DET
elements-9448	29	5	non	non	ADJ
elements-9448	29	6	-	-	ADJ
elements-9448	29	7	linear	linear	ADJ
elements-9448	29	8	translation	translation	NOUN
elements-9448	29	9	of	of	ADP
elements-9448	29	10	the	the	DET
elements-9448	29	11	standard	standard	ADJ
elements-9448	29	12	mlr	mlr	NOUN
elements-9448	29	13	function	function	NOUN
elements-9448	29	14	,	,	PUNCT
elements-9448	29	15	measuring	measure	VERB
elements-9448	29	16	probability	probability	NOUN
elements-9448	29	17	between	between	ADP
elements-9448	29	18	the	the	DET
elements-9448	29	19	only	only	ADJ
elements-9448	29	20	two	two	NUM
elements-9448	29	21	possible	possible	ADJ
elements-9448	29	22	field	field	NOUN
elements-9448	29	23	goal	goal	NOUN
elements-9448	29	24	outcomes	outcome	NOUN
elements-9448	29	25	of	of	ADP
elements-9448	29	26	a	a	DET
elements-9448	29	27	make	make	NOUN
elements-9448	29	28	and	and	CCONJ
elements-9448	29	29	a	a	DET
elements-9448	29	30	miss	miss	NOUN
elements-9448	29	31	(	(	PUNCT
elements-9448	29	32	1	1	NUM
elements-9448	29	33	and	and	CCONJ
elements-9448	29	34	0	0	NUM
elements-9448	29	35	)	)	PUNCT
elements-9448	29	36	.	.	PUNCT
elements-9448	30	1	this	this	DET
elements-9448	30	2	probability	probability	NOUN
elements-9448	30	3	is	be	AUX
elements-9448	30	4	calculated	calculate	VERB
elements-9448	30	5	by	by	ADP
elements-9448	30	6	the	the	DET
elements-9448	30	7	function	function	NOUN
elements-9448	30	8	displayed	display	VERB
elements-9448	30	9	at	at	ADP
elements-9448	30	10	the	the	DET
elements-9448	30	11	bottom	bottom	NOUN
elements-9448	30	12	of	of	ADP
elements-9448	30	13	this	this	DET
elements-9448	30	14	page	page	NOUN
elements-9448	30	15	.	.	PUNCT
elements-9448	31	1	the	the	DET
elements-9448	31	2	clark	clark	PROPN
elements-9448	31	3	paper	paper	NOUN
elements-9448	31	4	removes	remove	VERB
elements-9448	31	5	all	all	DET
elements-9448	31	6	regressors	regressor	NOUN
elements-9448	31	7	not	not	PART
elements-9448	31	8	statistically	statistically	ADV
elements-9448	31	9	significant	significant	ADJ
elements-9448	31	10	at	at	ADP
elements-9448	31	11	the	the	DET
elements-9448	31	12	5	5	NUM
elements-9448	31	13	%	%	NOUN
elements-9448	31	14	level	level	NOUN
elements-9448	31	15	(	(	PUNCT
elements-9448	31	16	p	p	NOUN
elements-9448	31	17	value	value	NOUN
elements-9448	31	18	<	<	X
elements-9448	31	19	.05	.05	NUM
elements-9448	31	20	)	)	PUNCT
elements-9448	31	21	.	.	PUNCT
elements-9448	32	1	this	this	PRON
elements-9448	32	2	leads	lead	VERB
elements-9448	32	3	it	it	PRON
elements-9448	32	4	to	to	PART
elements-9448	32	5	only	only	ADV
elements-9448	32	6	include	include	VERB
elements-9448	32	7	distance	distance	NOUN
elements-9448	32	8	and	and	CCONJ
elements-9448	32	9	a	a	DET
elements-9448	32	10	series	series	NOUN
elements-9448	32	11	of	of	ADP
elements-9448	32	12	environmental	environmental	ADJ
elements-9448	32	13	factors	factor	NOUN
elements-9448	32	14	,	,	PUNCT
elements-9448	32	15	omitting	omit	VERB
elements-9448	32	16	all	all	DET
elements-9448	32	17	situational	situational	ADJ
elements-9448	32	18	ones	one	NOUN
elements-9448	32	19	such	such	ADJ
elements-9448	32	20	as	as	ADP
elements-9448	32	21	point	point	NOUN
elements-9448	32	22	spread	spread	NOUN
elements-9448	32	23	,	,	PUNCT
elements-9448	32	24	the	the	DET
elements-9448	32	25	kicker	kicker	NOUN
elements-9448	32	26	being	be	AUX
elements-9448	32	27	iced	ice	VERB
elements-9448	32	28	,	,	PUNCT
elements-9448	32	29	the	the	DET
elements-9448	32	30	home	home	NOUN
elements-9448	32	31	field	field	NOUN
elements-9448	32	32	,	,	PUNCT
elements-9448	32	33	and	and	CCONJ
elements-9448	32	34	etc	etc	X
elements-9448	32	35	.	.	X
elements-9448	33	1	i	i	PRON
elements-9448	33	2	tested	test	VERB
elements-9448	33	3	three	three	NUM
elements-9448	33	4	models	model	NOUN
elements-9448	33	5	,	,	PUNCT
elements-9448	33	6	the	the	DET
elements-9448	33	7	first	first	ADJ
elements-9448	33	8	being	be	AUX
elements-9448	33	9	a	a	DET
elements-9448	33	10	perfect	perfect	ADJ
elements-9448	33	11	replication	replication	NOUN
elements-9448	33	12	of	of	ADP
elements-9448	33	13	the	the	DET
elements-9448	33	14	clark	clark	PROPN
elements-9448	33	15	model	model	NOUN
elements-9448	33	16	,	,	PUNCT
elements-9448	33	17	the	the	DET
elements-9448	33	18	second	second	ADJ
elements-9448	33	19	including	include	VERB
elements-9448	33	20	the	the	DET
elements-9448	33	21	icing	icing	NOUN
elements-9448	33	22	of	of	ADP
elements-9448	33	23	the	the	DET
elements-9448	33	24	kicker	kicker	NOUN
elements-9448	33	25	,	,	PUNCT
elements-9448	33	26	and	and	CCONJ
elements-9448	33	27	the	the	DET
elements-9448	33	28	third	third	ADJ
elements-9448	33	29	including	include	VERB
elements-9448	33	30	statistically	statistically	ADV
elements-9448	33	31	significant	significant	ADJ
elements-9448	33	32	home	home	NOUN
elements-9448	33	33	-	-	PUNCT
elements-9448	33	34	field	field	NOUN
elements-9448	33	35	advantages	advantage	NOUN
elements-9448	33	36	.	.	PUNCT
elements-9448	34	1	model	model	NOUN
elements-9448	34	2	1	1	NUM
elements-9448	34	3	:	:	PUNCT
elements-9448	34	4	clark	clark	NOUN
elements-9448	34	5	replication	replication	NOUN
elements-9448	34	6	my	my	PRON
elements-9448	34	7	first	first	ADJ
elements-9448	34	8	task	task	NOUN
elements-9448	34	9	was	be	AUX
elements-9448	34	10	to	to	PART
elements-9448	34	11	replicate	replicate	VERB
elements-9448	34	12	the	the	DET
elements-9448	34	13	clark	clark	NOUN
elements-9448	34	14	study	study	NOUN
elements-9448	34	15	with	with	ADP
elements-9448	34	16	more	more	ADJ
elements-9448	34	17	recent	recent	ADJ
elements-9448	34	18	data	datum	NOUN
elements-9448	34	19	.	.	PUNCT
elements-9448	35	1	clark	clark	PROPN
elements-9448	35	2	’s	’s	PART
elements-9448	35	3	model	model	PROPN
elements-9448	35	4	uses	use	VERB
elements-9448	35	5	data	datum	NOUN
elements-9448	35	6	from	from	ADP
elements-9448	35	7	2000	2000	NUM
elements-9448	35	8	-	-	SYM
elements-9448	35	9	2011	2011	NUM
elements-9448	35	10	,	,	PUNCT
elements-9448	35	11	so	so	CCONJ
elements-9448	35	12	i	i	PRON
elements-9448	35	13	replicated	replicate	VERB
elements-9448	35	14	this	this	PRON
elements-9448	35	15	with	with	ADP
elements-9448	35	16	the	the	DET
elements-9448	35	17	2012	2012	NUM
elements-9448	35	18	and	and	CCONJ
elements-9448	35	19	2013	2013	NUM
elements-9448	35	20	seasons	season	NOUN
elements-9448	35	21	included	include	VERB
elements-9448	35	22	to	to	PART
elements-9448	35	23	see	see	VERB
elements-9448	35	24	if	if	SCONJ
elements-9448	35	25	there	there	PRON
elements-9448	35	26	were	be	VERB
elements-9448	35	27	any	any	DET
elements-9448	35	28	significant	significant	ADJ
elements-9448	35	29	changes	change	NOUN
elements-9448	35	30	.	.	PUNCT
elements-9448	36	1	the	the	DET
elements-9448	36	2	coefficients	coefficient	NOUN
elements-9448	36	3	were	be	AUX
elements-9448	36	4	all	all	ADV
elements-9448	36	5	close	close	ADJ
elements-9448	36	6	to	to	ADP
elements-9448	36	7	those	those	PRON
elements-9448	36	8	from	from	ADP
elements-9448	36	9	the	the	DET
elements-9448	36	10	original	original	ADJ
elements-9448	36	11	study	study	NOUN
elements-9448	36	12	,	,	PUNCT
elements-9448	36	13	and	and	CCONJ
elements-9448	36	14	each	each	PRON
elements-9448	36	15	of	of	ADP
elements-9448	36	16	the	the	DET
elements-9448	36	17	variables	variable	NOUN
elements-9448	36	18	either	either	CCONJ
elements-9448	36	19	became	become	VERB
elements-9448	36	20	more	more	ADV
elements-9448	36	21	significant	significant	ADJ
elements-9448	36	22	or	or	CCONJ
elements-9448	36	23	remained	remain	VERB
elements-9448	36	24	the	the	DET
elements-9448	36	25	same	same	ADJ
elements-9448	36	26	.	.	PUNCT
elements-9448	37	1	the	the	DET
elements-9448	37	2	outputs	output	NOUN
elements-9448	37	3	are	be	AUX
elements-9448	37	4	shown	show	VERB
elements-9448	37	5	in	in	ADP
elements-9448	37	6	table	table	NOUN
elements-9448	37	7	1	1	NUM
elements-9448	37	8	and	and	CCONJ
elements-9448	37	9	can	can	AUX
elements-9448	37	10	be	be	AUX
elements-9448	37	11	compared	compare	VERB
elements-9448	37	12	to	to	ADP
elements-9448	37	13	the	the	DET
elements-9448	37	14	originals	original	NOUN
elements-9448	37	15	in	in	ADP
elements-9448	37	16	exhibit	exhibit	PROPN
elements-9448	37	17	c.	c.	PROPN
elements-9448	37	18	model	model	NOUN
elements-9448	37	19	2	2	NUM
elements-9448	37	20	:	:	PUNCT
elements-9448	37	21	icing	ice	VERB
elements-9448	37	22	the	the	DET
elements-9448	37	23	kicker	kicker	NOUN
elements-9448	37	24	after	after	ADP
elements-9448	37	25	replicating	replicate	VERB
elements-9448	37	26	the	the	DET
elements-9448	37	27	study	study	NOUN
elements-9448	37	28	,	,	PUNCT
elements-9448	37	29	i	i	PRON
elements-9448	37	30	included	include	VERB
elements-9448	37	31	the	the	DET
elements-9448	37	32	variable	variable	NOUN
elements-9448	37	33	of	of	ADP
elements-9448	37	34	icing	ice	VERB
elements-9448	37	35	the	the	DET
elements-9448	37	36	kicker	kicker	NOUN
elements-9448	37	37	.	.	PUNCT
elements-9448	38	1	this	this	PRON
elements-9448	38	2	is	be	AUX
elements-9448	38	3	a	a	DET
elements-9448	38	4	binary	binary	ADJ
elements-9448	38	5	variable	variable	NOUN
elements-9448	38	6	equal	equal	ADJ
elements-9448	38	7	to	to	ADP
elements-9448	38	8	one	one	NUM
elements-9448	38	9	when	when	SCONJ
elements-9448	38	10	the	the	DET
elements-9448	38	11	opposing	opposing	ADJ
elements-9448	38	12	team	team	NOUN
elements-9448	38	13	had	have	AUX
elements-9448	38	14	called	call	VERB
elements-9448	38	15	a	a	DET
elements-9448	38	16	timeout	timeout	NOUN
elements-9448	38	17	just	just	ADV
elements-9448	38	18	before	before	SCONJ
elements-9448	38	19	the	the	DET
elements-9448	38	20	field	field	NOUN
elements-9448	38	21	goal	goal	NOUN
elements-9448	38	22	was	be	AUX
elements-9448	38	23	attempted	attempt	VERB
elements-9448	38	24	in	in	ADP
elements-9448	38	25	a	a	DET
elements-9448	38	26	potentially	potentially	ADV
elements-9448	38	27	game	game	NOUN
elements-9448	38	28	winning	win	VERB
elements-9448	38	29	or	or	CCONJ
elements-9448	38	30	tying	tie	VERB
elements-9448	38	31	situation	situation	NOUN
elements-9448	38	32	,	,	PUNCT
elements-9448	38	33	and	and	CCONJ
elements-9448	38	34	equal	equal	ADJ
elements-9448	38	35	to	to	ADP
elements-9448	38	36	zero	zero	NUM
elements-9448	38	37	in	in	ADP
elements-9448	38	38	all	all	DET
elements-9448	38	39	other	other	ADJ
elements-9448	38	40	cases	case	NOUN
elements-9448	38	41	.	.	PUNCT
elements-9448	39	1	this	this	PRON
elements-9448	39	2	was	be	AUX
elements-9448	39	3	excluded	exclude	VERB
elements-9448	39	4	in	in	ADP
elements-9448	39	5	the	the	DET
elements-9448	39	6	clark	clark	NOUN
elements-9448	39	7	model	model	NOUN
elements-9448	39	8	because	because	SCONJ
elements-9448	39	9	it	it	PRON
elements-9448	39	10	did	do	AUX
elements-9448	39	11	not	not	PART
elements-9448	39	12	meet	meet	VERB
elements-9448	39	13	the	the	DET
elements-9448	39	14	significance	significance	NOUN
elements-9448	39	15	level	level	NOUN
elements-9448	39	16	of	of	ADP
elements-9448	39	17	5	5	NUM
elements-9448	39	18	%	%	NOUN
elements-9448	39	19	.	.	PUNCT
elements-9448	40	1	although	although	SCONJ
elements-9448	40	2	this	this	PRON
elements-9448	40	3	is	be	AUX
elements-9448	40	4	still	still	ADV
elements-9448	40	5	the	the	DET
elements-9448	40	6	case	case	NOUN
elements-9448	40	7	in	in	ADP
elements-9448	40	8	my	my	PRON
elements-9448	40	9	model	model	NOUN
elements-9448	40	10	,	,	PUNCT
elements-9448	40	11	i	i	PRON
elements-9448	40	12	argue	argue	VERB
elements-9448	40	13	that	that	SCONJ
elements-9448	40	14	a	a	DET
elements-9448	40	15	9.1	9.1	NUM
elements-9448	40	16	%	%	NOUN
elements-9448	40	17	significance	significance	NOUN
elements-9448	40	18	level	level	NOUN
elements-9448	40	19	is	be	AUX
elements-9448	40	20	sufficient	sufficient	ADJ
elements-9448	40	21	table	table	NOUN
elements-9448	40	22	1	1	NUM
elements-9448	40	23	.	.	PUNCT
elements-9448	40	24	clark	clark	NOUN
elements-9448	40	25	replication	replication	NOUN
elements-9448	40	26	regression	regression	NOUN
elements-9448	40	27	outputs	output	VERB
elements-9448	40	28	57	57	NUM
elements-9448	40	29	extra	extra	ADJ
elements-9448	40	30	point	point	NOUN
elements-9448	40	31	under	under	ADP
elements-9448	40	32	review	review	NOUN
elements-9448	40	33	for	for	ADP
elements-9448	40	34	a	a	DET
elements-9448	40	35	binary	binary	ADJ
elements-9448	40	36	variable	variable	NOUN
elements-9448	40	37	such	such	ADJ
elements-9448	40	38	as	as	ADP
elements-9448	40	39	this	this	DET
elements-9448	40	40	one	one	NOUN
elements-9448	40	41	,	,	PUNCT
elements-9448	40	42	given	give	VERB
elements-9448	40	43	the	the	DET
elements-9448	40	44	importance	importance	NOUN
elements-9448	40	45	of	of	ADP
elements-9448	40	46	icing	ice	VERB
elements-9448	40	47	kickers	kicker	NOUN
elements-9448	40	48	to	to	ADP
elements-9448	40	49	the	the	DET
elements-9448	40	50	outcomes	outcome	NOUN
elements-9448	40	51	of	of	ADP
elements-9448	40	52	games	game	NOUN
elements-9448	40	53	.	.	PUNCT
elements-9448	41	1	this	this	DET
elements-9448	41	2	model	model	NOUN
elements-9448	41	3	is	be	AUX
elements-9448	41	4	discussed	discuss	VERB
elements-9448	41	5	in	in	ADP
elements-9448	41	6	greater	great	ADJ
elements-9448	41	7	detail	detail	NOUN
elements-9448	41	8	below	below	ADV
elements-9448	41	9	.	.	PUNCT
elements-9448	42	1	model	model	NOUN
elements-9448	42	2	3	3	NUM
elements-9448	42	3	:	:	PUNCT
elements-9448	42	4	home	home	NOUN
elements-9448	42	5	field	field	NOUN
elements-9448	42	6	advantages	advantage	NOUN
elements-9448	42	7	for	for	ADP
elements-9448	42	8	model	model	NOUN
elements-9448	42	9	3	3	NUM
elements-9448	42	10	,	,	PUNCT
elements-9448	42	11	i	i	PRON
elements-9448	42	12	regressed	regress	VERB
elements-9448	42	13	all	all	PRON
elements-9448	42	14	of	of	ADP
elements-9448	42	15	the	the	DET
elements-9448	42	16	previously	previously	ADV
elements-9448	42	17	mentioned	mention	VERB
elements-9448	42	18	variables	variable	NOUN
elements-9448	42	19	as	as	ADV
elements-9448	42	20	well	well	ADV
elements-9448	42	21	as	as	ADP
elements-9448	42	22	the	the	DET
elements-9448	42	23	individual	individual	ADJ
elements-9448	42	24	stadium	stadium	NOUN
elements-9448	42	25	dummies	dummy	NOUN
elements-9448	42	26	on	on	ADP
elements-9448	42	27	field	field	NOUN
elements-9448	42	28	goal	goal	NOUN
elements-9448	42	29	outcomes	outcome	NOUN
elements-9448	42	30	in	in	ADP
elements-9448	42	31	order	order	NOUN
elements-9448	42	32	to	to	PART
elements-9448	42	33	see	see	VERB
elements-9448	42	34	which	which	DET
elements-9448	42	35	home	home	NOUN
elements-9448	42	36	fields	field	NOUN
elements-9448	42	37	were	be	AUX
elements-9448	42	38	the	the	DET
elements-9448	42	39	most	most	ADV
elements-9448	42	40	significant	significant	ADJ
elements-9448	42	41	.	.	PUNCT
elements-9448	43	1	i	i	PRON
elements-9448	43	2	then	then	ADV
elements-9448	43	3	iteratively	iteratively	ADV
elements-9448	43	4	removed	remove	VERB
elements-9448	43	5	the	the	DET
elements-9448	43	6	least	least	ADJ
elements-9448	43	7	significant	significant	ADJ
elements-9448	43	8	stadiums	stadium	NOUN
elements-9448	43	9	until	until	SCONJ
elements-9448	43	10	i	i	PRON
elements-9448	43	11	arrived	arrive	VERB
elements-9448	43	12	at	at	ADP
elements-9448	43	13	a	a	DET
elements-9448	43	14	list	list	NOUN
elements-9448	43	15	that	that	PRON
elements-9448	43	16	met	meet	VERB
elements-9448	43	17	the	the	DET
elements-9448	43	18	10	10	NUM
elements-9448	43	19	%	%	NOUN
elements-9448	43	20	significance	significance	NOUN
elements-9448	43	21	level	level	NOUN
elements-9448	43	22	,	,	PUNCT
elements-9448	43	23	relaxing	relax	VERB
elements-9448	43	24	my	my	PRON
elements-9448	43	25	significance	significance	NOUN
elements-9448	43	26	levels	level	NOUN
elements-9448	43	27	slightly	slightly	ADV
elements-9448	43	28	in	in	ADP
elements-9448	43	29	order	order	NOUN
elements-9448	43	30	to	to	PART
elements-9448	43	31	get	get	VERB
elements-9448	43	32	a	a	DET
elements-9448	43	33	better	well	ADJ
elements-9448	43	34	view	view	NOUN
elements-9448	43	35	of	of	ADP
elements-9448	43	36	home	home	NOUN
elements-9448	43	37	field	field	NOUN
elements-9448	43	38	advantages	advantage	NOUN
elements-9448	43	39	in	in	ADP
elements-9448	43	40	the	the	DET
elements-9448	43	41	data	datum	NOUN
elements-9448	43	42	set	set	VERB
elements-9448	43	43	.	.	PUNCT
elements-9448	44	1	the	the	DET
elements-9448	44	2	stadiums	stadium	NOUN
elements-9448	44	3	that	that	PRON
elements-9448	44	4	were	be	AUX
elements-9448	44	5	significant	significant	ADJ
elements-9448	44	6	at	at	ADP
elements-9448	44	7	the	the	DET
elements-9448	44	8	10	10	NUM
elements-9448	44	9	%	%	NOUN
elements-9448	44	10	level	level	NOUN
elements-9448	44	11	and	and	CCONJ
elements-9448	44	12	their	their	PRON
elements-9448	44	13	coefficients	coefficient	NOUN
elements-9448	44	14	are	be	AUX
elements-9448	44	15	:	:	PUNCT
elements-9448	44	16	adelphia	adelphia	PROPN
elements-9448	44	17	coliseum	coliseum	NOUN
elements-9448	44	18	(	(	PUNCT
elements-9448	44	19	-.3567	-.3567	NUM
elements-9448	44	20	)	)	PUNCT
elements-9448	44	21	,	,	PUNCT
elements-9448	44	22	giants	giant	NOUN
elements-9448	44	23	stadium	stadium	NOUN
elements-9448	44	24	(	(	PUNCT
elements-9448	44	25	-0.5444	-0.5444	ADJ
elements-9448	44	26	)	)	PUNCT
elements-9448	44	27	,	,	PUNCT
elements-9448	44	28	network	network	NOUN
elements-9448	44	29	associates	associate	NOUN
elements-9448	44	30	coliseum	coliseum	NOUN
elements-9448	44	31	(	(	PUNCT
elements-9448	44	32	-0.6063	-0.6063	PROPN
elements-9448	44	33	)	)	PUNCT
elements-9448	44	34	,	,	PUNCT
elements-9448	44	35	paul	paul	PROPN
elements-9448	44	36	brown	brown	PROPN
elements-9448	44	37	stadium	stadium	PROPN
elements-9448	44	38	(	(	PUNCT
elements-9448	44	39	-0.2335	-0.2335	NOUN
elements-9448	44	40	)	)	PUNCT
elements-9448	44	41	,	,	PUNCT
elements-9448	44	42	ralph	ralph	PROPN
elements-9448	44	43	wilson	wilson	PROPN
elements-9448	44	44	stadium	stadium	PROPN
elements-9448	44	45	(	(	PUNCT
elements-9448	44	46	-0.3736	-0.3736	PROPN
elements-9448	44	47	)	)	PUNCT
elements-9448	44	48	,	,	PUNCT
elements-9448	44	49	texas	texas	PROPN
elements-9448	44	50	stadium	stadium	PROPN
elements-9448	44	51	(	(	PUNCT
elements-9448	44	52	-0.3096	-0.3096	ADJ
elements-9448	44	53	)	)	PUNCT
elements-9448	44	54	,	,	PUNCT
elements-9448	44	55	and	and	CCONJ
elements-9448	44	56	veterans	veterans	PROPN
elements-9448	44	57	stadium	stadium	NOUN
elements-9448	44	58	(	(	PUNCT
elements-9448	44	59	-0.1536	-0.1536	NOUN
elements-9448	44	60	)	)	PUNCT
elements-9448	44	61	.	.	PUNCT
elements-9448	45	1	the	the	DET
elements-9448	45	2	reason	reason	NOUN
elements-9448	45	3	most	most	ADJ
elements-9448	45	4	stadiums	stadium	NOUN
elements-9448	45	5	were	be	AUX
elements-9448	45	6	insignificant	insignificant	ADJ
elements-9448	45	7	appears	appear	VERB
elements-9448	45	8	to	to	PART
elements-9448	45	9	be	be	AUX
elements-9448	45	10	the	the	DET
elements-9448	45	11	high	high	ADJ
elements-9448	45	12	correlation	correlation	NOUN
elements-9448	45	13	between	between	ADP
elements-9448	45	14	many	many	ADJ
elements-9448	45	15	stadiums	stadium	NOUN
elements-9448	45	16	and	and	CCONJ
elements-9448	45	17	their	their	PRON
elements-9448	45	18	associated	associated	ADJ
elements-9448	45	19	weather	weather	NOUN
elements-9448	45	20	conditions	condition	NOUN
elements-9448	45	21	.	.	PUNCT
elements-9448	46	1	lambeau	lambeau	PROPN
elements-9448	46	2	field	field	PROPN
elements-9448	46	3	,	,	PUNCT
elements-9448	46	4	soldier	soldier	NOUN
elements-9448	46	5	field	field	NOUN
elements-9448	46	6	,	,	PUNCT
elements-9448	46	7	and	and	CCONJ
elements-9448	46	8	gillette	gillette	PROPN
elements-9448	46	9	stadium	stadium	NOUN
elements-9448	46	10	,	,	PUNCT
elements-9448	46	11	for	for	ADP
elements-9448	46	12	example	example	NOUN
elements-9448	46	13	,	,	PUNCT
elements-9448	46	14	were	be	AUX
elements-9448	46	15	all	all	PRON
elements-9448	46	16	storied	storied	ADJ
elements-9448	46	17	stadiums	stadium	NOUN
elements-9448	46	18	with	with	ADP
elements-9448	46	19	reportedly	reportedly	ADV
elements-9448	46	20	difficult	difficult	ADJ
elements-9448	46	21	crowds	crowd	NOUN
elements-9448	46	22	to	to	PART
elements-9448	46	23	play	play	VERB
elements-9448	46	24	against	against	ADP
elements-9448	46	25	.	.	PUNCT
elements-9448	47	1	these	these	DET
elements-9448	47	2	stadiums	stadium	NOUN
elements-9448	47	3	also	also	ADV
elements-9448	47	4	,	,	PUNCT
elements-9448	47	5	however	however	ADV
elements-9448	47	6	,	,	PUNCT
elements-9448	47	7	have	have	VERB
elements-9448	47	8	high	high	ADJ
elements-9448	47	9	levels	level	NOUN
elements-9448	47	10	of	of	ADP
elements-9448	47	11	precipitation	precipitation	NOUN
elements-9448	47	12	and	and	CCONJ
elements-9448	47	13	historically	historically	ADV
elements-9448	47	14	cold	cold	ADJ
elements-9448	47	15	temperatures	temperature	NOUN
elements-9448	47	16	.	.	PUNCT
elements-9448	48	1	this	this	DET
elements-9448	48	2	problem	problem	NOUN
elements-9448	48	3	with	with	ADP
elements-9448	48	4	collinearity	collinearity	NOUN
elements-9448	48	5	led	lead	VERB
elements-9448	48	6	me	i	PRON
elements-9448	48	7	to	to	PART
elements-9448	48	8	discard	discard	VERB
elements-9448	48	9	this	this	DET
elements-9448	48	10	model	model	NOUN
elements-9448	48	11	altogether	altogether	ADV
elements-9448	48	12	,	,	PUNCT
elements-9448	48	13	with	with	ADP
elements-9448	48	14	the	the	DET
elements-9448	48	15	intuition	intuition	NOUN
elements-9448	48	16	that	that	SCONJ
elements-9448	48	17	each	each	DET
elements-9448	48	18	stadium	stadium	NOUN
elements-9448	48	19	dummy	dummy	NOUN
elements-9448	48	20	is	be	AUX
elements-9448	48	21	going	go	VERB
elements-9448	48	22	to	to	PART
elements-9448	48	23	be	be	AUX
elements-9448	48	24	highly	highly	ADV
elements-9448	48	25	correlated	correlate	VERB
elements-9448	48	26	with	with	ADP
elements-9448	48	27	its	its	PRON
elements-9448	48	28	home	home	NOUN
elements-9448	48	29	-	-	PUNCT
elements-9448	48	30	city	city	NOUN
elements-9448	48	31	’s	’s	PART
elements-9448	48	32	climate	climate	NOUN
elements-9448	48	33	conditions	condition	NOUN
elements-9448	48	34	and	and	CCONJ
elements-9448	48	35	the	the	DET
elements-9448	48	36	type	type	NOUN
elements-9448	48	37	of	of	ADP
elements-9448	48	38	surface	surface	NOUN
elements-9448	48	39	of	of	ADP
elements-9448	48	40	its	its	PRON
elements-9448	48	41	playing	play	VERB
elements-9448	48	42	field	field	NOUN
elements-9448	48	43	.	.	PUNCT
elements-9448	49	1	of	of	ADP
elements-9448	49	2	the	the	DET
elements-9448	49	3	three	three	NUM
elements-9448	49	4	logistic	logistic	ADJ
elements-9448	49	5	regression	regression	NOUN
elements-9448	49	6	models	model	NOUN
elements-9448	49	7	tested	test	VERB
elements-9448	49	8	,	,	PUNCT
elements-9448	49	9	i	i	PRON
elements-9448	49	10	found	find	VERB
elements-9448	49	11	the	the	DET
elements-9448	49	12	second	second	ADJ
elements-9448	49	13	model	model	NOUN
elements-9448	49	14	,	,	PUNCT
elements-9448	49	15	with	with	ADP
elements-9448	49	16	icing	ice	VERB
elements-9448	49	17	the	the	DET
elements-9448	49	18	kicker	kicker	NOUN
elements-9448	49	19	included	include	VERB
elements-9448	49	20	,	,	PUNCT
elements-9448	49	21	to	to	PART
elements-9448	49	22	be	be	AUX
elements-9448	49	23	the	the	DET
elements-9448	49	24	most	most	ADV
elements-9448	49	25	useful	useful	ADJ
elements-9448	49	26	.	.	PUNCT
elements-9448	50	1	though	though	SCONJ
elements-9448	50	2	it	it	PRON
elements-9448	50	3	does	do	AUX
elements-9448	50	4	not	not	PART
elements-9448	50	5	quite	quite	ADV
elements-9448	50	6	meet	meet	VERB
elements-9448	50	7	the	the	DET
elements-9448	50	8	same	same	ADJ
elements-9448	50	9	standard	standard	NOUN
elements-9448	50	10	of	of	ADP
elements-9448	50	11	significance	significance	NOUN
elements-9448	50	12	as	as	SCONJ
elements-9448	50	13	the	the	DET
elements-9448	50	14	clark	clark	PROPN
elements-9448	50	15	model	model	NOUN
elements-9448	50	16	,	,	PUNCT
elements-9448	50	17	the	the	DET
elements-9448	50	18	importance	importance	NOUN
elements-9448	50	19	of	of	ADP
elements-9448	50	20	icing	ice	VERB
elements-9448	50	21	the	the	DET
elements-9448	50	22	kicker	kicker	NOUN
elements-9448	50	23	and	and	CCONJ
elements-9448	50	24	the	the	DET
elements-9448	50	25	explanatory	explanatory	ADJ
elements-9448	50	26	power	power	NOUN
elements-9448	50	27	it	it	PRON
elements-9448	50	28	offers	offer	VERB
elements-9448	50	29	in	in	ADP
elements-9448	50	30	game	game	NOUN
elements-9448	50	31	-	-	PUNCT
elements-9448	50	32	winning	win	VERB
elements-9448	50	33	and	and	CCONJ
elements-9448	50	34	tying	tie	VERB
elements-9448	50	35	scenarios	scenario	NOUN
elements-9448	50	36	–	–	PUNCT
elements-9448	50	37	one	one	NUM
elements-9448	50	38	of	of	ADP
elements-9448	50	39	the	the	DET
elements-9448	50	40	most	most	ADV
elements-9448	50	41	enticing	enticing	ADJ
elements-9448	50	42	times	time	NOUN
elements-9448	50	43	to	to	PART
elements-9448	50	44	use	use	VERB
elements-9448	50	45	such	such	DET
elements-9448	50	46	a	a	DET
elements-9448	50	47	model	model	NOUN
elements-9448	50	48	–	–	PUNCT
elements-9448	50	49	makes	make	VERB
elements-9448	50	50	this	this	PRON
elements-9448	50	51	a	a	DET
elements-9448	50	52	worthwhile	worthwhile	ADJ
elements-9448	50	53	sacrifice	sacrifice	NOUN
elements-9448	50	54	.	.	PUNCT
elements-9448	51	1	additionally	additionally	ADV
elements-9448	51	2	,	,	PUNCT
elements-9448	51	3	one	one	NUM
elements-9448	51	4	sub-10	sub-10	NUM
elements-9448	51	5	%	%	NOUN
elements-9448	51	6	significance	significance	NOUN
elements-9448	51	7	level	level	NOUN
elements-9448	51	8	is	be	AUX
elements-9448	51	9	certainly	certainly	ADV
elements-9448	51	10	not	not	PART
elements-9448	51	11	problematic	problematic	ADJ
elements-9448	51	12	in	in	ADP
elements-9448	51	13	a	a	DET
elements-9448	51	14	model	model	NOUN
elements-9448	51	15	such	such	ADJ
elements-9448	51	16	as	as	ADP
elements-9448	51	17	this	this	DET
elements-9448	51	18	one	one	NOUN
elements-9448	51	19	,	,	PUNCT
elements-9448	51	20	where	where	SCONJ
elements-9448	51	21	everything	everything	PRON
elements-9448	51	22	else	else	ADV
elements-9448	51	23	meets	meet	VERB
elements-9448	51	24	a	a	DET
elements-9448	51	25	high	high	ADJ
elements-9448	51	26	standard	standard	NOUN
elements-9448	51	27	of	of	ADP
elements-9448	51	28	proof	proof	NOUN
elements-9448	51	29	.	.	PUNCT
elements-9448	52	1	with	with	ADP
elements-9448	52	2	this	this	PRON
elements-9448	52	3	established	establish	VERB
elements-9448	52	4	as	as	ADP
elements-9448	52	5	my	my	PRON
elements-9448	52	6	model	model	NOUN
elements-9448	52	7	of	of	ADP
elements-9448	52	8	choice	choice	NOUN
elements-9448	52	9	,	,	PUNCT
elements-9448	52	10	the	the	DET
elements-9448	52	11	regression	regression	NOUN
elements-9448	52	12	output	output	NOUN
elements-9448	52	13	is	be	AUX
elements-9448	52	14	as	as	SCONJ
elements-9448	52	15	follows	follow	VERB
elements-9448	52	16	:	:	PUNCT
elements-9448	52	17	when	when	SCONJ
elements-9448	52	18	tested	test	VERB
elements-9448	52	19	against	against	ADP
elements-9448	52	20	data	datum	NOUN
elements-9448	52	21	it	it	PRON
elements-9448	52	22	had	have	AUX
elements-9448	52	23	not	not	PART
elements-9448	52	24	seen	see	VERB
elements-9448	52	25	before	before	ADV
elements-9448	52	26	,	,	PUNCT
elements-9448	52	27	here	here	ADV
elements-9448	52	28	is	be	AUX
elements-9448	52	29	the	the	DET
elements-9448	52	30	layout	layout	NOUN
elements-9448	52	31	of	of	ADP
elements-9448	52	32	the	the	DET
elements-9448	52	33	model	model	NOUN
elements-9448	52	34	’s	’s	PART
elements-9448	52	35	predictions	prediction	NOUN
elements-9448	52	36	measured	measure	VERB
elements-9448	52	37	against	against	ADP
elements-9448	52	38	their	their	PRON
elements-9448	52	39	distances	distance	NOUN
elements-9448	52	40	:	:	PUNCT
elements-9448	52	41	figure	figure	NOUN
elements-9448	52	42	4	4	NUM
elements-9448	52	43	shows	show	VERB
elements-9448	52	44	that	that	SCONJ
elements-9448	52	45	the	the	DET
elements-9448	52	46	presence	presence	NOUN
elements-9448	52	47	of	of	ADP
elements-9448	52	48	the	the	DET
elements-9448	52	49	various	various	ADJ
elements-9448	52	50	environmental	environmental	ADJ
elements-9448	52	51	factors	factor	NOUN
elements-9448	52	52	and	and	CCONJ
elements-9448	52	53	the	the	DET
elements-9448	52	54	icing	icing	NOUN
elements-9448	52	55	of	of	ADP
elements-9448	52	56	the	the	DET
elements-9448	52	57	kicker	kicker	NOUN
elements-9448	52	58	creates	create	VERB
elements-9448	52	59	a	a	DET
elements-9448	52	60	considerable	considerable	ADJ
elements-9448	52	61	spread	spread	NOUN
elements-9448	52	62	in	in	ADP
elements-9448	52	63	field	field	NOUN
elements-9448	52	64	goal	goal	NOUN
elements-9448	52	65	difficulties	difficulty	NOUN
elements-9448	52	66	,	,	PUNCT
elements-9448	52	67	even	even	ADV
elements-9448	52	68	within	within	ADP
elements-9448	52	69	the	the	DET
elements-9448	52	70	same	same	ADJ
elements-9448	52	71	distance	distance	NOUN
elements-9448	52	72	-	-	PUNCT
elements-9448	52	73	levels	level	NOUN
elements-9448	52	74	.	.	PUNCT
elements-9448	53	1	a	a	DET
elements-9448	53	2	50	50	NUM
elements-9448	53	3	-	-	PUNCT
elements-9448	53	4	yard	yard	NOUN
elements-9448	53	5	field	field	NOUN
elements-9448	53	6	goal	goal	NOUN
elements-9448	53	7	,	,	PUNCT
elements-9448	53	8	for	for	ADP
elements-9448	53	9	example	example	NOUN
elements-9448	53	10	,	,	PUNCT
elements-9448	53	11	can	can	AUX
elements-9448	53	12	“	"	PUNCT
elements-9448	53	13	field	field	VERB
elements-9448	53	14	goal	goal	NOUN
elements-9448	53	15	kicking	kicking	NOUN
elements-9448	53	16	,	,	PUNCT
elements-9448	53	17	however	however	ADV
elements-9448	53	18	,	,	PUNCT
elements-9448	53	19	being	be	AUX
elements-9448	53	20	the	the	DET
elements-9448	53	21	isolated	isolated	ADJ
elements-9448	53	22	component	component	NOUN
elements-9448	53	23	of	of	ADP
elements-9448	53	24	play	play	NOUN
elements-9448	53	25	that	that	SCONJ
elements-9448	53	26	it	it	PRON
elements-9448	53	27	is	be	AUX
elements-9448	53	28	,	,	PUNCT
elements-9448	53	29	has	have	VERB
elements-9448	53	30	the	the	DET
elements-9448	53	31	potential	potential	NOUN
elements-9448	53	32	to	to	PART
elements-9448	53	33	be	be	AUX
elements-9448	53	34	one	one	NUM
elements-9448	53	35	of	of	ADP
elements-9448	53	36	the	the	DET
elements-9448	53	37	first	first	ADJ
elements-9448	53	38	great	great	ADJ
elements-9448	53	39	leaps	leap	NOUN
elements-9448	53	40	in	in	ADP
elements-9448	53	41	the	the	DET
elements-9448	53	42	quantification	quantification	NOUN
elements-9448	53	43	of	of	ADP
elements-9448	53	44	the	the	DET
elements-9448	53	45	ways	way	NOUN
elements-9448	53	46	that	that	PRON
elements-9448	53	47	coaches	coach	NOUN
elements-9448	53	48	,	,	PUNCT
elements-9448	53	49	scouts	scout	NOUN
elements-9448	53	50	and	and	CCONJ
elements-9448	53	51	fans	fan	NOUN
elements-9448	53	52	view	view	VERB
elements-9448	53	53	the	the	DET
elements-9448	53	54	game	game	NOUN
elements-9448	53	55	.	.	PUNCT
elements-9448	53	56	”	"	PUNCT
elements-9448	53	57	table	table	NOUN
elements-9448	53	58	2	2	NUM
elements-9448	53	59	.	.	PUNCT
elements-9448	53	60	model	model	NOUN
elements-9448	53	61	2	2	NUM
elements-9448	53	62	regression	regression	NOUN
elements-9448	53	63	output	output	NOUN
elements-9448	53	64	58	58	NUM
elements-9448	53	65	elements	element	NOUN
elements-9448	53	66	:	:	PUNCT
elements-9448	53	67	:	:	PUNCT
elements-9448	53	68	fall	fall	NOUN
elements-9448	53	69	2016	2016	NUM
elements-9448	53	70	have	have	VERB
elements-9448	53	71	anywhere	anywhere	ADV
elements-9448	53	72	between	between	ADP
elements-9448	53	73	a	a	DET
elements-9448	53	74	41	41	NUM
elements-9448	53	75	and	and	CCONJ
elements-9448	53	76	72	72	NUM
elements-9448	53	77	percent	percent	NOUN
elements-9448	53	78	probability	probability	NOUN
elements-9448	53	79	of	of	ADP
elements-9448	53	80	success	success	NOUN
elements-9448	53	81	given	give	VERB
elements-9448	53	82	this	this	DET
elements-9448	53	83	wide	wide	ADJ
elements-9448	53	84	array	array	NOUN
elements-9448	53	85	of	of	ADP
elements-9448	53	86	non	non	ADJ
elements-9448	53	87	-	-	ADJ
elements-9448	53	88	distance	distance	ADJ
elements-9448	53	89	factors	factor	NOUN
elements-9448	53	90	.	.	PUNCT
elements-9448	54	1	considering	consider	VERB
elements-9448	54	2	field	field	NOUN
elements-9448	54	3	goal	goal	NOUN
elements-9448	54	4	difficulty	difficulty	NOUN
elements-9448	54	5	when	when	SCONJ
elements-9448	54	6	rating	rating	NOUN
elements-9448	54	7	kicker	kicker	NOUN
elements-9448	54	8	ability	ability	NOUN
elements-9448	54	9	the	the	DET
elements-9448	54	10	most	most	ADV
elements-9448	54	11	common	common	ADJ
elements-9448	54	12	metric	metric	NOUN
elements-9448	54	13	used	use	VERB
elements-9448	54	14	to	to	PART
elements-9448	54	15	evaluate	evaluate	VERB
elements-9448	54	16	kicker	kicker	NOUN
elements-9448	54	17	performance	performance	NOUN
elements-9448	54	18	is	be	AUX
elements-9448	54	19	“	"	PUNCT
elements-9448	54	20	make	make	VERB
elements-9448	54	21	percentage	percentage	NOUN
elements-9448	54	22	.	.	PUNCT
elements-9448	54	23	”	"	PUNCT
elements-9448	55	1	while	while	SCONJ
elements-9448	55	2	this	this	PRON
elements-9448	55	3	is	be	AUX
elements-9448	55	4	an	an	DET
elements-9448	55	5	acceptable	acceptable	ADJ
elements-9448	55	6	surface	surface	NOUN
elements-9448	55	7	-	-	PUNCT
elements-9448	55	8	level	level	NOUN
elements-9448	55	9	measurement	measurement	NOUN
elements-9448	55	10	,	,	PUNCT
elements-9448	55	11	it	it	PRON
elements-9448	55	12	makes	make	VERB
elements-9448	55	13	the	the	DET
elements-9448	55	14	false	false	ADJ
elements-9448	55	15	assumption	assumption	NOUN
elements-9448	55	16	that	that	SCONJ
elements-9448	55	17	all	all	DET
elements-9448	55	18	kicks	kick	NOUN
elements-9448	55	19	are	be	AUX
elements-9448	55	20	created	create	VERB
elements-9448	55	21	equal	equal	ADJ
elements-9448	55	22	,	,	PUNCT
elements-9448	55	23	which	which	PRON
elements-9448	55	24	is	be	AUX
elements-9448	55	25	simply	simply	ADV
elements-9448	55	26	not	not	PART
elements-9448	55	27	the	the	DET
elements-9448	55	28	case	case	NOUN
elements-9448	55	29	.	.	PUNCT
elements-9448	56	1	based	base	VERB
elements-9448	56	2	on	on	ADP
elements-9448	56	3	team	team	NOUN
elements-9448	56	4	strategy	strategy	NOUN
elements-9448	56	5	and	and	CCONJ
elements-9448	56	6	quality	quality	NOUN
elements-9448	56	7	,	,	PUNCT
elements-9448	56	8	some	some	DET
elements-9448	56	9	kickers	kicker	NOUN
elements-9448	56	10	may	may	AUX
elements-9448	56	11	attempt	attempt	VERB
elements-9448	56	12	a	a	DET
elements-9448	56	13	greater	great	ADJ
elements-9448	56	14	portion	portion	NOUN
elements-9448	56	15	of	of	ADP
elements-9448	56	16	their	their	PRON
elements-9448	56	17	field	field	NOUN
elements-9448	56	18	goals	goal	NOUN
elements-9448	56	19	from	from	ADP
elements-9448	56	20	longer	long	ADJ
elements-9448	56	21	distances	distance	NOUN
elements-9448	56	22	than	than	ADP
elements-9448	56	23	others	other	NOUN
elements-9448	56	24	.	.	PUNCT
elements-9448	57	1	also	also	ADV
elements-9448	57	2	,	,	PUNCT
elements-9448	57	3	due	due	ADP
elements-9448	57	4	to	to	ADP
elements-9448	57	5	climate	climate	NOUN
elements-9448	57	6	factors	factor	NOUN
elements-9448	57	7	,	,	PUNCT
elements-9448	57	8	a	a	DET
elements-9448	57	9	kicker	kicker	NOUN
elements-9448	57	10	in	in	ADP
elements-9448	57	11	new	new	PROPN
elements-9448	57	12	england	england	PROPN
elements-9448	57	13	will	will	AUX
elements-9448	57	14	typically	typically	ADV
elements-9448	57	15	have	have	VERB
elements-9448	57	16	a	a	DET
elements-9448	57	17	more	more	ADV
elements-9448	57	18	difficult	difficult	ADJ
elements-9448	57	19	job	job	NOUN
elements-9448	57	20	than	than	ADP
elements-9448	57	21	one	one	NUM
elements-9448	57	22	in	in	ADP
elements-9448	57	23	oakland	oakland	PROPN
elements-9448	57	24	,	,	PUNCT
elements-9448	57	25	all	all	DET
elements-9448	57	26	other	other	ADJ
elements-9448	57	27	variables	variable	NOUN
elements-9448	57	28	held	hold	VERB
elements-9448	57	29	equal	equal	ADJ
elements-9448	57	30	.	.	PUNCT
elements-9448	58	1	because	because	SCONJ
elements-9448	58	2	of	of	ADP
elements-9448	58	3	factors	factor	NOUN
elements-9448	58	4	such	such	ADJ
elements-9448	58	5	as	as	ADP
elements-9448	58	6	these	these	PRON
elements-9448	58	7	,	,	PUNCT
elements-9448	58	8	make	make	VERB
elements-9448	58	9	percentage	percentage	NOUN
elements-9448	58	10	is	be	AUX
elements-9448	58	11	a	a	DET
elements-9448	58	12	lacking	lacking	ADJ
elements-9448	58	13	metric	metric	NOUN
elements-9448	58	14	;	;	PUNCT
elements-9448	58	15	a	a	DET
elements-9448	58	16	statistic	statistic	NOUN
elements-9448	58	17	taking	take	VERB
elements-9448	58	18	field	field	NOUN
elements-9448	58	19	goal	goal	NOUN
elements-9448	58	20	difficulty	difficulty	NOUN
elements-9448	58	21	into	into	ADP
elements-9448	58	22	account	account	NOUN
elements-9448	58	23	would	would	AUX
elements-9448	58	24	tell	tell	VERB
elements-9448	58	25	a	a	DET
elements-9448	58	26	deeper	deep	ADJ
elements-9448	58	27	story	story	NOUN
elements-9448	58	28	.	.	PUNCT
elements-9448	59	1	such	such	DET
elements-9448	59	2	a	a	DET
elements-9448	59	3	metric	metric	NOUN
elements-9448	59	4	can	can	AUX
elements-9448	59	5	be	be	AUX
elements-9448	59	6	formed	form	VERB
elements-9448	59	7	using	use	VERB
elements-9448	59	8	the	the	DET
elements-9448	59	9	logistic	logistic	ADJ
elements-9448	59	10	regression	regression	NOUN
elements-9448	59	11	model	model	NOUN
elements-9448	59	12	created	create	VERB
elements-9448	59	13	above	above	ADV
elements-9448	59	14	.	.	PUNCT
elements-9448	60	1	to	to	PART
elements-9448	60	2	do	do	VERB
elements-9448	60	3	this	this	PRON
elements-9448	60	4	,	,	PUNCT
elements-9448	60	5	one	one	PRON
elements-9448	60	6	simply	simply	ADV
elements-9448	60	7	takes	take	VERB
elements-9448	60	8	the	the	DET
elements-9448	60	9	difference	difference	NOUN
elements-9448	60	10	between	between	ADP
elements-9448	60	11	each	each	DET
elements-9448	60	12	field	field	NOUN
elements-9448	60	13	goal	goal	NOUN
elements-9448	60	14	’s	’s	PART
elements-9448	60	15	outcome	outcome	NOUN
elements-9448	60	16	(	(	PUNCT
elements-9448	60	17	0	0	NUM
elements-9448	60	18	for	for	ADP
elements-9448	60	19	miss	miss	NOUN
elements-9448	60	20	,	,	PUNCT
elements-9448	60	21	1	1	NUM
elements-9448	60	22	for	for	ADP
elements-9448	60	23	make	make	NOUN
elements-9448	60	24	)	)	PUNCT
elements-9448	60	25	and	and	CCONJ
elements-9448	60	26	its	its	PRON
elements-9448	60	27	predicted	predict	VERB
elements-9448	60	28	probability	probability	NOUN
elements-9448	60	29	of	of	ADP
elements-9448	60	30	success	success	NOUN
elements-9448	60	31	,	,	PUNCT
elements-9448	60	32	as	as	SCONJ
elements-9448	60	33	determined	determine	VERB
elements-9448	60	34	by	by	ADP
elements-9448	60	35	the	the	DET
elements-9448	60	36	model	model	NOUN
elements-9448	60	37	,	,	PUNCT
elements-9448	60	38	and	and	CCONJ
elements-9448	60	39	multiplies	multiplie	NOUN
elements-9448	60	40	this	this	PRON
elements-9448	60	41	by	by	ADP
elements-9448	60	42	3	3	NUM
elements-9448	60	43	,	,	PUNCT
elements-9448	60	44	the	the	DET
elements-9448	60	45	number	number	NOUN
elements-9448	60	46	of	of	ADP
elements-9448	60	47	points	point	NOUN
elements-9448	60	48	that	that	SCONJ
elements-9448	60	49	the	the	DET
elements-9448	60	50	field	field	NOUN
elements-9448	60	51	goal	goal	NOUN
elements-9448	60	52	is	be	AUX
elements-9448	60	53	worth	worth	ADJ
elements-9448	60	54	if	if	SCONJ
elements-9448	60	55	successful	successful	ADJ
elements-9448	60	56	.	.	PUNCT
elements-9448	61	1	this	this	PRON
elements-9448	61	2	creates	create	VERB
elements-9448	61	3	a	a	DET
elements-9448	61	4	“	"	PUNCT
elements-9448	61	5	points	point	NOUN
elements-9448	61	6	added	add	VERB
elements-9448	61	7	”	"	PUNCT
elements-9448	61	8	metric	metric	NOUN
elements-9448	61	9	,	,	PUNCT
elements-9448	61	10	showing	show	VERB
elements-9448	61	11	the	the	DET
elements-9448	61	12	number	number	NOUN
elements-9448	61	13	of	of	ADP
elements-9448	61	14	points	point	NOUN
elements-9448	61	15	that	that	SCONJ
elements-9448	61	16	the	the	DET
elements-9448	61	17	kicker	kicker	NOUN
elements-9448	61	18	has	have	AUX
elements-9448	61	19	generated	generate	VERB
elements-9448	61	20	for	for	ADP
elements-9448	61	21	his	his	PRON
elements-9448	61	22	team	team	NOUN
elements-9448	61	23	above	above	ADP
elements-9448	61	24	the	the	DET
elements-9448	61	25	expected	expect	VERB
elements-9448	61	26	value	value	NOUN
elements-9448	61	27	,	,	PUNCT
elements-9448	61	28	or	or	CCONJ
elements-9448	61	29	,	,	PUNCT
elements-9448	61	30	in	in	ADP
elements-9448	61	31	other	other	ADJ
elements-9448	61	32	words	word	NOUN
elements-9448	61	33	,	,	PUNCT
elements-9448	61	34	the	the	DET
elements-9448	61	35	value	value	NOUN
elements-9448	61	36	that	that	PRON
elements-9448	61	37	the	the	DET
elements-9448	61	38	kicker	kicker	NOUN
elements-9448	61	39	has	have	AUX
elements-9448	61	40	created	create	VERB
elements-9448	61	41	above	above	ADP
elements-9448	61	42	that	that	PRON
elements-9448	61	43	which	which	PRON
elements-9448	61	44	would	would	AUX
elements-9448	61	45	be	be	AUX
elements-9448	61	46	generated	generate	VERB
elements-9448	61	47	by	by	ADP
elements-9448	61	48	a	a	DET
elements-9448	61	49	perfectly	perfectly	ADV
elements-9448	61	50	average	average	ADJ
elements-9448	61	51	replacement	replacement	NOUN
elements-9448	61	52	.	.	PUNCT
elements-9448	62	1	this	this	DET
elements-9448	62	2	standardized	standardize	VERB
elements-9448	62	3	-	-	PUNCT
elements-9448	62	4	points	point	NOUN
elements-9448	62	5	measure	measure	NOUN
elements-9448	62	6	punishes	punish	VERB
elements-9448	62	7	kickers	kicker	NOUN
elements-9448	62	8	greater	great	ADJ
elements-9448	62	9	amounts	amount	NOUN
elements-9448	62	10	for	for	ADP
elements-9448	62	11	missing	miss	VERB
elements-9448	62	12	“	"	PUNCT
elements-9448	62	13	easy	easy	ADJ
elements-9448	62	14	”	"	PUNCT
elements-9448	62	15	field	field	NOUN
elements-9448	62	16	goals	goal	NOUN
elements-9448	62	17	than	than	SCONJ
elements-9448	62	18	it	it	PRON
elements-9448	62	19	does	do	VERB
elements-9448	62	20	difficult	difficult	ADJ
elements-9448	62	21	ones	one	NOUN
elements-9448	62	22	,	,	PUNCT
elements-9448	62	23	overcoming	overcome	VERB
elements-9448	62	24	the	the	DET
elements-9448	62	25	shortcomings	shortcoming	NOUN
elements-9448	62	26	of	of	ADP
elements-9448	62	27	using	use	VERB
elements-9448	62	28	the	the	DET
elements-9448	62	29	make	make	NOUN
elements-9448	62	30	percentage	percentage	NOUN
elements-9448	62	31	statistic	statistic	NOUN
elements-9448	62	32	alone	alone	ADV
elements-9448	62	33	.	.	PUNCT
elements-9448	63	1	points	point	NOUN
elements-9448	63	2	added	add	VERB
elements-9448	63	3	=	=	SYM
elements-9448	63	4	(	(	PUNCT
elements-9448	63	5	field	field	NOUN
elements-9448	63	6	goal	goal	NOUN
elements-9448	63	7	success	success	NOUN
elements-9448	63	8	–	–	PUNCT
elements-9448	63	9	probability	probability	NOUN
elements-9448	63	10	of	of	ADP
elements-9448	63	11	success	success	NOUN
elements-9448	63	12	)	)	PUNCT
elements-9448	63	13	x	x	PUNCT
elements-9448	64	1	3	3	X
elements-9448	64	2	.	.	PUNCT
elements-9448	65	1	this	this	DET
elements-9448	65	2	metric	metric	ADJ
elements-9448	65	3	,	,	PUNCT
elements-9448	65	4	measuring	measure	VERB
elements-9448	65	5	field	field	NOUN
elements-9448	65	6	goal	goal	NOUN
elements-9448	65	7	outcomes	outcome	NOUN
elements-9448	65	8	against	against	ADP
elements-9448	65	9	their	their	PRON
elements-9448	65	10	difficulty	difficulty	NOUN
elements-9448	65	11	level	level	NOUN
elements-9448	65	12	,	,	PUNCT
elements-9448	65	13	will	will	AUX
elements-9448	65	14	provide	provide	VERB
elements-9448	65	15	an	an	DET
elements-9448	65	16	unbiased	unbiased	ADJ
elements-9448	65	17	assessment	assessment	NOUN
elements-9448	65	18	of	of	ADP
elements-9448	65	19	a	a	DET
elements-9448	65	20	kicker	kicker	NOUN
elements-9448	65	21	’s	’s	PART
elements-9448	65	22	skill	skill	NOUN
elements-9448	65	23	.	.	PUNCT
elements-9448	66	1	who	who	PRON
elements-9448	66	2	are	be	AUX
elements-9448	66	3	the	the	DET
elements-9448	66	4	best	good	ADJ
elements-9448	66	5	kickers	kicker	NOUN
elements-9448	66	6	of	of	ADP
elements-9448	66	7	the	the	DET
elements-9448	66	8	modern	modern	ADJ
elements-9448	66	9	era	era	NOUN
elements-9448	66	10	?	?	PUNCT
elements-9448	67	1	using	use	VERB
elements-9448	67	2	this	this	DET
elements-9448	67	3	statistic	statistic	NOUN
elements-9448	67	4	,	,	PUNCT
elements-9448	67	5	one	one	PRON
elements-9448	67	6	can	can	AUX
elements-9448	67	7	determine	determine	VERB
elements-9448	67	8	not	not	PART
elements-9448	67	9	only	only	ADV
elements-9448	67	10	who	who	PRON
elements-9448	67	11	have	have	AUX
elements-9448	67	12	been	be	AUX
elements-9448	67	13	the	the	DET
elements-9448	67	14	best	good	ADJ
elements-9448	67	15	kickers	kicker	NOUN
elements-9448	67	16	of	of	ADP
elements-9448	67	17	the	the	DET
elements-9448	67	18	modern	modern	ADJ
elements-9448	67	19	era	era	NOUN
elements-9448	67	20	,	,	PUNCT
elements-9448	67	21	but	but	CCONJ
elements-9448	67	22	also	also	ADV
elements-9448	67	23	the	the	DET
elements-9448	67	24	most	most	ADV
elements-9448	67	25	underrated	underrated	ADJ
elements-9448	67	26	,	,	PUNCT
elements-9448	67	27	taking	take	VERB
elements-9448	67	28	the	the	DET
elements-9448	67	29	difference	difference	NOUN
elements-9448	67	30	between	between	ADP
elements-9448	67	31	kickers	kicker	NOUN
elements-9448	67	32	’	'	PUNCT
elements-9448	67	33	rankings	ranking	NOUN
elements-9448	67	34	according	accord	VERB
elements-9448	67	35	to	to	ADP
elements-9448	67	36	the	the	DET
elements-9448	67	37	points	point	NOUN
elements-9448	67	38	-	-	PUNCT
elements-9448	67	39	added	add	VERB
elements-9448	67	40	statistic	statistic	NOUN
elements-9448	67	41	and	and	CCONJ
elements-9448	67	42	those	those	PRON
elements-9448	67	43	determined	determine	VERB
elements-9448	67	44	by	by	ADP
elements-9448	67	45	make	make	VERB
elements-9448	67	46	percent	percent	NOUN
elements-9448	67	47	.	.	PUNCT
elements-9448	68	1	sebastian	sebastian	PROPN
elements-9448	68	2	janikowski	janikowski	PROPN
elements-9448	68	3	and	and	CCONJ
elements-9448	68	4	stephen	stephen	PROPN
elements-9448	68	5	gostkowski	gostkowski	PROPN
elements-9448	68	6	are	be	AUX
elements-9448	68	7	two	two	NUM
elements-9448	68	8	of	of	ADP
elements-9448	68	9	the	the	DET
elements-9448	68	10	great	great	ADJ
elements-9448	68	11	stories	story	NOUN
elements-9448	68	12	of	of	ADP
elements-9448	68	13	this	this	DET
elements-9448	68	14	metric	metric	NOUN
elements-9448	68	15	.	.	PUNCT
elements-9448	69	1	gostkowski	gostkowski	PROPN
elements-9448	69	2	is	be	AUX
elements-9448	69	3	widely	widely	ADV
elements-9448	69	4	touted	tout	VERB
elements-9448	69	5	as	as	ADP
elements-9448	69	6	the	the	DET
elements-9448	69	7	best	good	ADJ
elements-9448	69	8	kicker	kicker	NOUN
elements-9448	69	9	in	in	ADP
elements-9448	69	10	the	the	DET
elements-9448	69	11	game	game	NOUN
elements-9448	69	12	today	today	NOUN
elements-9448	69	13	.	.	PUNCT
elements-9448	70	1	much	much	ADJ
elements-9448	70	2	of	of	ADP
elements-9448	70	3	his	his	PRON
elements-9448	70	4	praise	praise	NOUN
elements-9448	70	5	is	be	AUX
elements-9448	70	6	well	well	ADV
elements-9448	70	7	earned	earn	VERB
elements-9448	70	8	:	:	PUNCT
elements-9448	70	9	he	he	PRON
elements-9448	70	10	is	be	AUX
elements-9448	70	11	consistently	consistently	ADV
elements-9448	70	12	among	among	ADP
elements-9448	70	13	the	the	DET
elements-9448	70	14	most	most	ADV
elements-9448	70	15	accurate	accurate	ADJ
elements-9448	70	16	kickers	kicker	NOUN
elements-9448	70	17	in	in	ADP
elements-9448	70	18	the	the	DET
elements-9448	70	19	nfl	nfl	PROPN
elements-9448	70	20	as	as	SCONJ
elements-9448	70	21	measured	measure	VERB
elements-9448	70	22	by	by	ADP
elements-9448	70	23	field	field	NOUN
elements-9448	70	24	goal	goal	NOUN
elements-9448	70	25	percent	percent	NOUN
elements-9448	70	26	(	(	PUNCT
elements-9448	70	27	in	in	ADP
elements-9448	70	28	the	the	DET
elements-9448	70	29	two	two	NUM
elements-9448	70	30	most	most	ADV
elements-9448	70	31	recent	recent	ADJ
elements-9448	70	32	seasons	season	NOUN
elements-9448	70	33	not	not	PART
elements-9448	70	34	in	in	ADP
elements-9448	70	35	this	this	DET
elements-9448	70	36	data	datum	NOUN
elements-9448	70	37	set	set	NOUN
elements-9448	70	38	,	,	PUNCT
elements-9448	70	39	he	he	PRON
elements-9448	70	40	scored	score	VERB
elements-9448	70	41	on	on	ADP
elements-9448	70	42	94.6	94.6	NUM
elements-9448	70	43	and	and	CCONJ
elements-9448	70	44	91.7	91.7	NUM
elements-9448	70	45	%	%	NOUN
elements-9448	70	46	of	of	ADP
elements-9448	70	47	his	his	PRON
elements-9448	70	48	attempts	attempt	NOUN
elements-9448	70	49	)	)	PUNCT
elements-9448	70	50	.	.	PUNCT
elements-9448	71	1	however	however	ADV
elements-9448	71	2	,	,	PUNCT
elements-9448	71	3	gostkowski	gostkowski	NOUN
elements-9448	71	4	also	also	ADV
elements-9448	71	5	plays	play	VERB
elements-9448	71	6	for	for	ADP
elements-9448	71	7	the	the	DET
elements-9448	71	8	high	high	ADV
elements-9448	71	9	-	-	PUNCT
elements-9448	71	10	powered	power	VERB
elements-9448	71	11	new	new	ADJ
elements-9448	71	12	england	england	PROPN
elements-9448	71	13	offense	offense	NOUN
elements-9448	71	14	,	,	PUNCT
elements-9448	71	15	and	and	CCONJ
elements-9448	71	16	part	part	NOUN
elements-9448	71	17	of	of	ADP
elements-9448	71	18	his	his	PRON
elements-9448	71	19	high	high	ADJ
elements-9448	71	20	make	make	NOUN
elements-9448	71	21	percentage	percentage	NOUN
elements-9448	71	22	appears	appear	VERB
elements-9448	71	23	to	to	PART
elements-9448	71	24	result	result	VERB
elements-9448	71	25	from	from	ADP
elements-9448	71	26	him	he	PRON
elements-9448	71	27	being	be	AUX
elements-9448	71	28	set	set	VERB
elements-9448	71	29	up	up	ADP
elements-9448	71	30	for	for	ADP
elements-9448	71	31	large	large	ADJ
elements-9448	71	32	amounts	amount	NOUN
elements-9448	71	33	of	of	ADP
elements-9448	71	34	easier	easy	ADJ
elements-9448	71	35	field	field	NOUN
elements-9448	71	36	goals	goal	NOUN
elements-9448	71	37	.	.	PUNCT
elements-9448	72	1	because	because	SCONJ
elements-9448	72	2	of	of	ADP
elements-9448	72	3	this	this	PRON
elements-9448	72	4	,	,	PUNCT
elements-9448	72	5	while	while	SCONJ
elements-9448	72	6	he	he	PRON
elements-9448	72	7	is	be	AUX
elements-9448	72	8	ranked	rank	VERB
elements-9448	72	9	8th	8th	ADV
elements-9448	72	10	in	in	ADP
elements-9448	72	11	field	field	NOUN
elements-9448	72	12	goal	goal	NOUN
elements-9448	72	13	percentage	percentage	NOUN
elements-9448	72	14	,	,	PUNCT
elements-9448	72	15	he	he	PRON
elements-9448	72	16	is	be	AUX
elements-9448	72	17	only	only	ADV
elements-9448	72	18	23rd	23rd	ADJ
elements-9448	72	19	in	in	ADP
elements-9448	72	20	points	point	NOUN
elements-9448	72	21	-	-	PUNCT
elements-9448	72	22	added	add	VERB
elements-9448	72	23	,	,	PUNCT
elements-9448	72	24	making	make	VERB
elements-9448	72	25	him	he	PRON
elements-9448	72	26	overrated	overrate	VERB
elements-9448	72	27	by	by	ADP
elements-9448	72	28	15	15	NUM
elements-9448	72	29	positions	position	NOUN
elements-9448	72	30	on	on	ADP
elements-9448	72	31	the	the	DET
elements-9448	72	32	list	list	NOUN
elements-9448	72	33	.	.	PUNCT
elements-9448	73	1	granted	grant	VERB
elements-9448	73	2	,	,	PUNCT
elements-9448	73	3	given	give	VERB
elements-9448	73	4	his	his	PRON
elements-9448	73	5	successful	successful	ADJ
elements-9448	73	6	2014	2014	NUM
elements-9448	73	7	and	and	CCONJ
elements-9448	73	8	2015	2015	NUM
elements-9448	73	9	seasons	season	NOUN
elements-9448	73	10	,	,	PUNCT
elements-9448	73	11	it	it	PRON
elements-9448	73	12	is	be	AUX
elements-9448	73	13	likely	likely	ADJ
elements-9448	73	14	that	that	SCONJ
elements-9448	73	15	these	these	DET
elements-9448	73	16	ranks	rank	NOUN
elements-9448	73	17	have	have	AUX
elements-9448	73	18	improved	improve	VERB
elements-9448	73	19	since	since	SCONJ
elements-9448	73	20	2013	2013	NUM
elements-9448	73	21	.	.	PUNCT
elements-9448	74	1	figure	figure	VERB
elements-9448	74	2	4	4	NUM
elements-9448	74	3	:	:	PUNCT
elements-9448	74	4	logistic	logistic	ADJ
elements-9448	74	5	regression	regression	NOUN
elements-9448	74	6	model	model	NOUN
elements-9448	74	7	predictions	prediction	NOUN
elements-9448	74	8	(	(	PUNCT
elements-9448	74	9	probability	probability	NOUN
elements-9448	74	10	that	that	SCONJ
elements-9448	74	11	a	a	DET
elements-9448	74	12	field	field	NOUN
elements-9448	74	13	goal	goal	NOUN
elements-9448	74	14	is	be	AUX
elements-9448	74	15	successful	successful	ADJ
elements-9448	74	16	)	)	PUNCT
elements-9448	74	17	.	.	PUNCT
elements-9448	75	1	for	for	ADP
elements-9448	75	2	a	a	DET
elements-9448	75	3	larger	large	ADJ
elements-9448	75	4	view	view	NOUN
elements-9448	75	5	,	,	PUNCT
elements-9448	75	6	see	see	VERB
elements-9448	75	7	exhibit	exhibit	NOUN
elements-9448	75	8	d	d	NOUN
elements-9448	75	9	table	table	NOUN
elements-9448	75	10	3	3	NUM
elements-9448	75	11	:	:	PUNCT
elements-9448	75	12	best	good	ADJ
elements-9448	75	13	kickers	kicker	NOUN
elements-9448	75	14	by	by	ADP
elements-9448	75	15	points	point	NOUN
elements-9448	75	16	added	add	VERB
elements-9448	75	17	,	,	PUNCT
elements-9448	75	18	fg%	fg%	ADJ
elements-9448	75	19	,	,	PUNCT
elements-9448	75	20	and	and	CCONJ
elements-9448	75	21	degree	degree	NOUN
elements-9448	75	22	underrated	underrated	ADJ
elements-9448	75	23	59	59	NUM
elements-9448	75	24	extra	extra	ADJ
elements-9448	75	25	point	point	NOUN
elements-9448	75	26	under	under	ADP
elements-9448	75	27	review	review	NOUN
elements-9448	75	28	janikowski	janikowski	ADJ
elements-9448	75	29	,	,	PUNCT
elements-9448	75	30	on	on	ADP
elements-9448	75	31	the	the	DET
elements-9448	75	32	other	other	ADJ
elements-9448	75	33	hand	hand	NOUN
elements-9448	75	34	,	,	PUNCT
elements-9448	75	35	plays	play	VERB
elements-9448	75	36	for	for	ADP
elements-9448	75	37	the	the	DET
elements-9448	75	38	woeful	woeful	ADJ
elements-9448	75	39	oakland	oakland	PROPN
elements-9448	75	40	raiders	raider	NOUN
elements-9448	75	41	,	,	PUNCT
elements-9448	75	42	who	who	PRON
elements-9448	75	43	have	have	AUX
elements-9448	75	44	struggled	struggle	VERB
elements-9448	75	45	offensively	offensively	ADV
elements-9448	75	46	throughout	throughout	ADP
elements-9448	75	47	the	the	DET
elements-9448	75	48	past	past	ADJ
elements-9448	75	49	several	several	ADJ
elements-9448	75	50	seasons	season	NOUN
elements-9448	75	51	and	and	CCONJ
elements-9448	75	52	relied	rely	VERB
elements-9448	75	53	greatly	greatly	ADV
elements-9448	75	54	on	on	ADP
elements-9448	75	55	janikowski	janikowski	PROPN
elements-9448	75	56	’s	’s	PART
elements-9448	75	57	powerful	powerful	ADJ
elements-9448	75	58	leg	leg	NOUN
elements-9448	75	59	during	during	ADP
elements-9448	75	60	the	the	DET
elements-9448	75	61	period	period	NOUN
elements-9448	75	62	tested	test	VERB
elements-9448	75	63	.	.	PUNCT
elements-9448	76	1	as	as	ADP
elements-9448	76	2	a	a	DET
elements-9448	76	3	result	result	NOUN
elements-9448	76	4	,	,	PUNCT
elements-9448	76	5	he	he	PRON
elements-9448	76	6	was	be	AUX
elements-9448	76	7	set	set	VERB
elements-9448	76	8	up	up	ADP
elements-9448	76	9	with	with	ADP
elements-9448	76	10	a	a	DET
elements-9448	76	11	disproportionately	disproportionately	ADV
elements-9448	76	12	high	high	ADJ
elements-9448	76	13	amount	amount	NOUN
elements-9448	76	14	of	of	ADP
elements-9448	76	15	long	long	ADJ
elements-9448	76	16	field	field	NOUN
elements-9448	76	17	goal	goal	NOUN
elements-9448	76	18	attempts	attempt	VERB
elements-9448	76	19	,	,	PUNCT
elements-9448	76	20	and	and	CCONJ
elements-9448	76	21	his	his	PRON
elements-9448	76	22	80	80	NUM
elements-9448	76	23	%	%	NOUN
elements-9448	76	24	field	field	NOUN
elements-9448	76	25	goal	goal	NOUN
elements-9448	76	26	accuracy	accuracy	NOUN
elements-9448	76	27	from	from	ADP
elements-9448	76	28	20002013	20002013	NUM
elements-9448	76	29	(	(	PUNCT
elements-9448	76	30	ranked	rank	VERB
elements-9448	76	31	44th	44th	NOUN
elements-9448	76	32	)	)	PUNCT
elements-9448	76	33	does	do	AUX
elements-9448	76	34	not	not	PART
elements-9448	76	35	tell	tell	VERB
elements-9448	76	36	the	the	DET
elements-9448	76	37	full	full	ADJ
elements-9448	76	38	story	story	NOUN
elements-9448	76	39	of	of	ADP
elements-9448	76	40	his	his	PRON
elements-9448	76	41	impact	impact	NOUN
elements-9448	76	42	.	.	PUNCT
elements-9448	77	1	due	due	ADP
elements-9448	77	2	to	to	ADP
elements-9448	77	3	his	his	PRON
elements-9448	77	4	ability	ability	NOUN
elements-9448	77	5	to	to	PART
elements-9448	77	6	convert	convert	VERB
elements-9448	77	7	from	from	ADP
elements-9448	77	8	50	50	NUM
elements-9448	77	9	+	+	NUM
elements-9448	77	10	yards	yard	NOUN
elements-9448	77	11	,	,	PUNCT
elements-9448	77	12	his	his	PRON
elements-9448	77	13	pointsadded	pointsadded	ADJ
elements-9448	77	14	score	score	NOUN
elements-9448	77	15	is	be	AUX
elements-9448	77	16	quite	quite	ADV
elements-9448	77	17	high	high	ADJ
elements-9448	77	18	at	at	ADP
elements-9448	77	19	.09	.09	NUM
elements-9448	77	20	/	/	SYM
elements-9448	77	21	attempt	attempt	NOUN
elements-9448	77	22	,	,	PUNCT
elements-9448	77	23	making	make	VERB
elements-9448	77	24	him	he	PRON
elements-9448	77	25	underrated	underrate	VERB
elements-9448	77	26	by	by	ADP
elements-9448	77	27	30	30	NUM
elements-9448	77	28	positions	position	NOUN
elements-9448	77	29	on	on	ADP
elements-9448	77	30	the	the	DET
elements-9448	77	31	list	list	NOUN
elements-9448	77	32	.	.	PUNCT
elements-9448	78	1	who	who	PRON
elements-9448	78	2	had	have	VERB
elements-9448	78	3	the	the	DET
elements-9448	78	4	best	good	ADJ
elements-9448	78	5	seasons	season	NOUN
elements-9448	78	6	?	?	PUNCT
elements-9448	79	1	finally	finally	ADV
elements-9448	79	2	,	,	PUNCT
elements-9448	79	3	one	one	PRON
elements-9448	79	4	can	can	AUX
elements-9448	79	5	also	also	ADV
elements-9448	79	6	use	use	VERB
elements-9448	79	7	this	this	DET
elements-9448	79	8	statistic	statistic	NOUN
elements-9448	79	9	to	to	PART
elements-9448	79	10	measure	measure	VERB
elements-9448	79	11	which	which	DET
elements-9448	79	12	kickers	kicker	NOUN
elements-9448	79	13	have	have	AUX
elements-9448	79	14	had	have	VERB
elements-9448	79	15	the	the	DET
elements-9448	79	16	greatest	great	ADJ
elements-9448	79	17	impacts	impact	NOUN
elements-9448	79	18	on	on	ADP
elements-9448	79	19	individual	individual	ADJ
elements-9448	79	20	seasons	season	NOUN
elements-9448	79	21	.	.	PUNCT
elements-9448	80	1	taking	take	VERB
elements-9448	80	2	the	the	DET
elements-9448	80	3	sum	sum	NOUN
elements-9448	80	4	of	of	ADP
elements-9448	80	5	a	a	DET
elements-9448	80	6	kicker	kicker	NOUN
elements-9448	80	7	’s	’s	PART
elements-9448	80	8	points	point	NOUN
elements-9448	80	9	added	add	VERB
elements-9448	80	10	by	by	ADP
elements-9448	80	11	year	year	NOUN
elements-9448	80	12	gives	give	VERB
elements-9448	80	13	his	his	PRON
elements-9448	80	14	total	total	ADJ
elements-9448	80	15	points	point	NOUN
elements-9448	80	16	added	add	VERB
elements-9448	80	17	for	for	ADP
elements-9448	80	18	each	each	DET
elements-9448	80	19	season	season	NOUN
elements-9448	80	20	,	,	PUNCT
elements-9448	80	21	showing	show	VERB
elements-9448	80	22	exactly	exactly	ADV
elements-9448	80	23	how	how	SCONJ
elements-9448	80	24	valuable	valuable	ADJ
elements-9448	80	25	a	a	DET
elements-9448	80	26	kicker	kicker	NOUN
elements-9448	80	27	was	be	AUX
elements-9448	80	28	to	to	ADP
elements-9448	80	29	his	his	PRON
elements-9448	80	30	team	team	NOUN
elements-9448	80	31	each	each	DET
elements-9448	80	32	year	year	NOUN
elements-9448	80	33	.	.	PUNCT
elements-9448	81	1	here	here	ADV
elements-9448	81	2	are	be	AUX
elements-9448	81	3	the	the	DET
elements-9448	81	4	greatest	great	ADJ
elements-9448	81	5	single	single	ADJ
elements-9448	81	6	-	-	PUNCT
elements-9448	81	7	season	season	NOUN
elements-9448	81	8	performances	performance	NOUN
elements-9448	81	9	according	accord	VERB
elements-9448	81	10	to	to	ADP
elements-9448	81	11	this	this	DET
elements-9448	81	12	measurement	measurement	NOUN
elements-9448	81	13	:	:	PUNCT
elements-9448	81	14	all	all	PRON
elements-9448	81	15	of	of	ADP
elements-9448	81	16	the	the	DET
elements-9448	81	17	above	above	ADJ
elements-9448	81	18	kickers	kicker	NOUN
elements-9448	81	19	were	be	AUX
elements-9448	81	20	crucial	crucial	ADJ
elements-9448	81	21	to	to	ADP
elements-9448	81	22	their	their	PRON
elements-9448	81	23	teams	team	NOUN
elements-9448	81	24	’	'	PUNCT
elements-9448	81	25	offenses	offense	NOUN
elements-9448	81	26	these	these	DET
elements-9448	81	27	seasons	season	NOUN
elements-9448	81	28	.	.	PUNCT
elements-9448	82	1	as	as	SCONJ
elements-9448	82	2	you	you	PRON
elements-9448	82	3	can	can	AUX
elements-9448	82	4	see	see	VERB
elements-9448	82	5	,	,	PUNCT
elements-9448	82	6	one	one	NUM
elements-9448	82	7	reason	reason	NOUN
elements-9448	82	8	many	many	ADJ
elements-9448	82	9	people	people	NOUN
elements-9448	82	10	appear	appear	VERB
elements-9448	82	11	on	on	ADP
elements-9448	82	12	this	this	DET
elements-9448	82	13	list	list	NOUN
elements-9448	82	14	is	be	AUX
elements-9448	82	15	high	high	ADJ
elements-9448	82	16	kick	kick	NOUN
elements-9448	82	17	quantity	quantity	NOUN
elements-9448	82	18	,	,	PUNCT
elements-9448	82	19	which	which	PRON
elements-9448	82	20	is	be	AUX
elements-9448	82	21	to	to	PART
elements-9448	82	22	be	be	AUX
elements-9448	82	23	expected	expect	VERB
elements-9448	82	24	–	–	PUNCT
elements-9448	82	25	kickers	kicker	NOUN
elements-9448	82	26	who	who	PRON
elements-9448	82	27	are	be	AUX
elements-9448	82	28	relied	rely	VERB
elements-9448	82	29	upon	upon	SCONJ
elements-9448	82	30	more	more	ADV
elements-9448	82	31	heavily	heavily	ADV
elements-9448	82	32	have	have	AUX
elements-9448	82	33	increased	increase	VERB
elements-9448	82	34	chances	chance	NOUN
elements-9448	82	35	of	of	ADP
elements-9448	82	36	accumulating	accumulate	VERB
elements-9448	82	37	points	point	NOUN
elements-9448	82	38	-	-	PUNCT
elements-9448	82	39	added	add	VERB
elements-9448	82	40	for	for	ADP
elements-9448	82	41	their	their	PRON
elements-9448	82	42	teams	team	NOUN
elements-9448	82	43	.	.	PUNCT
elements-9448	83	1	this	this	PRON
elements-9448	83	2	makes	make	VERB
elements-9448	83	3	it	it	PRON
elements-9448	83	4	all	all	DET
elements-9448	83	5	the	the	PRON
elements-9448	83	6	more	more	ADV
elements-9448	83	7	impressive	impressive	ADJ
elements-9448	83	8	that	that	SCONJ
elements-9448	83	9	sebastian	sebastian	PROPN
elements-9448	83	10	janikowski	janikowski	PROPN
elements-9448	83	11	’s	’s	PROPN
elements-9448	83	12	2009	2009	NUM
elements-9448	83	13	season	season	NOUN
elements-9448	83	14	makes	make	VERB
elements-9448	83	15	number	number	NOUN
elements-9448	83	16	two	two	NUM
elements-9448	83	17	on	on	ADP
elements-9448	83	18	this	this	DET
elements-9448	83	19	list	list	NOUN
elements-9448	83	20	with	with	ADP
elements-9448	83	21	only	only	ADV
elements-9448	83	22	29	29	NUM
elements-9448	83	23	attempts	attempt	NOUN
elements-9448	83	24	.	.	PUNCT
elements-9448	84	1	although	although	SCONJ
elements-9448	84	2	the	the	DET
elements-9448	84	3	raiders	raider	NOUN
elements-9448	84	4	were	be	AUX
elements-9448	84	5	a	a	DET
elements-9448	84	6	losing	lose	VERB
elements-9448	84	7	team	team	NOUN
elements-9448	84	8	this	this	DET
elements-9448	84	9	season	season	NOUN
elements-9448	84	10	,	,	PUNCT
elements-9448	84	11	they	they	PRON
elements-9448	84	12	would	would	AUX
elements-9448	84	13	have	have	AUX
elements-9448	84	14	been	be	AUX
elements-9448	84	15	far	far	ADV
elements-9448	84	16	worse	bad	ADJ
elements-9448	84	17	off	off	ADP
elements-9448	84	18	had	have	AUX
elements-9448	84	19	it	it	PRON
elements-9448	84	20	not	not	PART
elements-9448	84	21	been	be	AUX
elements-9448	84	22	for	for	ADP
elements-9448	84	23	janikowski	janikowski	ADJ
elements-9448	84	24	bailing	bail	VERB
elements-9448	84	25	out	out	ADP
elements-9448	84	26	their	their	PRON
elements-9448	84	27	poor	poor	ADJ
elements-9448	84	28	offense	offense	NOUN
elements-9448	84	29	from	from	ADP
elements-9448	84	30	beyond	beyond	ADP
elements-9448	84	31	the	the	DET
elements-9448	84	32	50	50	NUM
elements-9448	84	33	yard	yard	NOUN
elements-9448	84	34	line	line	NOUN
elements-9448	84	35	multiple	multiple	ADJ
elements-9448	84	36	times	time	NOUN
elements-9448	84	37	over	over	ADV
elements-9448	84	38	,	,	PUNCT
elements-9448	84	39	netting	net	VERB
elements-9448	84	40	an	an	DET
elements-9448	84	41	additional	additional	ADJ
elements-9448	84	42	19	19	NUM
elements-9448	84	43	points	point	NOUN
elements-9448	84	44	that	that	SCONJ
elements-9448	84	45	the	the	DET
elements-9448	84	46	raiders	raider	NOUN
elements-9448	84	47	would	would	AUX
elements-9448	84	48	not	not	PART
elements-9448	84	49	have	have	AUX
elements-9448	84	50	secured	secure	VERB
elements-9448	84	51	with	with	ADP
elements-9448	84	52	a	a	DET
elements-9448	84	53	replacement	replacement	NOUN
elements-9448	84	54	kicker	kicker	NOUN
elements-9448	84	55	.	.	PUNCT
elements-9448	85	1	table	table	NOUN
elements-9448	85	2	6	6	NUM
elements-9448	85	3	:	:	PUNCT
elements-9448	85	4	which	which	DET
elements-9448	85	5	kickers	kicker	NOUN
elements-9448	85	6	have	have	VERB
elements-9448	85	7	the	the	DET
elements-9448	85	8	greatest	great	ADJ
elements-9448	85	9	impacts	impact	NOUN
elements-9448	85	10	on	on	ADP
elements-9448	85	11	individidual	individidual	ADJ
elements-9448	85	12	seasons	season	NOUN
elements-9448	85	13	table	table	NOUN
elements-9448	85	14	4	4	NUM
elements-9448	85	15	:	:	PUNCT
elements-9448	85	16	who	who	PRON
elements-9448	85	17	is	be	AUX
elements-9448	85	18	most	most	ADV
elements-9448	85	19	overrated	overrated	ADJ
elements-9448	85	20	?	?	PUNCT
elements-9448	86	1	(	(	PUNCT
elements-9448	86	2	ranked	rank	VERB
elements-9448	86	3	higher	higher	ADV
elements-9448	86	4	by	by	ADP
elements-9448	86	5	fg%	fg%	ADJ
elements-9448	86	6	than	than	ADP
elements-9448	86	7	by	by	ADP
elements-9448	86	8	points	point	NOUN
elements-9448	86	9	added	add	VERB
elements-9448	86	10	)	)	PUNCT
elements-9448	86	11	table	table	NOUN
elements-9448	86	12	5	5	NUM
elements-9448	86	13	.	.	PUNCT
elements-9448	86	14	who	who	PRON
elements-9448	86	15	is	be	AUX
elements-9448	86	16	the	the	DET
elements-9448	86	17	most	most	ADV
elements-9448	86	18	underrated	underrated	ADJ
elements-9448	86	19	?	?	PUNCT
elements-9448	87	1	(	(	PUNCT
elements-9448	87	2	ranked	rank	VERB
elements-9448	87	3	higher	higher	ADV
elements-9448	87	4	by	by	ADP
elements-9448	87	5	points	point	NOUN
elements-9448	87	6	added	add	VERB
elements-9448	87	7	than	than	ADP
elements-9448	87	8	by	by	ADP
elements-9448	87	9	fg%	fg%	ADJ
elements-9448	87	10	)	)	PUNCT
elements-9448	87	11	60	60	NUM
elements-9448	87	12	elements	element	NOUN
elements-9448	87	13	:	:	PUNCT
elements-9448	87	14	:	:	PUNCT
elements-9448	87	15	fall	fall	VERB
elements-9448	87	16	2016	2016	NUM
elements-9448	87	17	neural	neural	ADJ
elements-9448	87	18	networks	network	NOUN
elements-9448	87	19	neural	neural	ADJ
elements-9448	87	20	networks	network	NOUN
elements-9448	87	21	were	be	AUX
elements-9448	87	22	the	the	DET
elements-9448	87	23	next	next	ADJ
elements-9448	87	24	type	type	NOUN
elements-9448	87	25	of	of	ADP
elements-9448	87	26	model	model	NOUN
elements-9448	87	27	tested	test	VERB
elements-9448	87	28	.	.	PUNCT
elements-9448	88	1	this	this	DET
elements-9448	88	2	class	class	NOUN
elements-9448	88	3	of	of	ADP
elements-9448	88	4	model	model	NOUN
elements-9448	88	5	loosely	loosely	ADV
elements-9448	88	6	imitates	imitate	VERB
elements-9448	88	7	the	the	DET
elements-9448	88	8	structure	structure	NOUN
elements-9448	88	9	of	of	ADP
elements-9448	88	10	neurons	neuron	NOUN
elements-9448	88	11	in	in	ADP
elements-9448	88	12	the	the	DET
elements-9448	88	13	brain	brain	NOUN
elements-9448	88	14	,	,	PUNCT
elements-9448	88	15	beginning	begin	VERB
elements-9448	88	16	with	with	ADP
elements-9448	88	17	one	one	NUM
elements-9448	88	18	node	node	NOUN
elements-9448	88	19	per	per	ADP
elements-9448	88	20	variable	variable	NOUN
elements-9448	88	21	in	in	ADP
elements-9448	88	22	the	the	DET
elements-9448	88	23	outer	outer	ADJ
elements-9448	88	24	layer	layer	NOUN
elements-9448	88	25	,	,	PUNCT
elements-9448	88	26	a	a	DET
elements-9448	88	27	number	number	NOUN
elements-9448	88	28	of	of	ADP
elements-9448	88	29	“	"	PUNCT
elements-9448	88	30	hidden	hide	VERB
elements-9448	88	31	”	"	PUNCT
elements-9448	88	32	nodes	node	NOUN
elements-9448	88	33	in	in	ADP
elements-9448	88	34	the	the	DET
elements-9448	88	35	inner	inner	ADJ
elements-9448	88	36	layers	layer	NOUN
elements-9448	88	37	,	,	PUNCT
elements-9448	88	38	and	and	CCONJ
elements-9448	88	39	then	then	ADV
elements-9448	88	40	an	an	DET
elements-9448	88	41	end	end	NOUN
elements-9448	88	42	node	node	NOUN
elements-9448	88	43	for	for	ADP
elements-9448	88	44	the	the	DET
elements-9448	88	45	model	model	NOUN
elements-9448	88	46	’s	’s	PART
elements-9448	88	47	output	output	NOUN
elements-9448	88	48	.	.	PUNCT
elements-9448	89	1	the	the	DET
elements-9448	89	2	model	model	NOUN
elements-9448	89	3	uses	use	VERB
elements-9448	89	4	logistic	logistic	ADJ
elements-9448	89	5	activation	activation	NOUN
elements-9448	89	6	functions	function	NOUN
elements-9448	89	7	to	to	PART
elements-9448	89	8	determine	determine	VERB
elements-9448	89	9	which	which	DET
elements-9448	89	10	nodes	node	NOUN
elements-9448	89	11	in	in	ADP
elements-9448	89	12	the	the	DET
elements-9448	89	13	network	network	NOUN
elements-9448	89	14	will	will	AUX
elements-9448	89	15	activate	activate	VERB
elements-9448	89	16	,	,	PUNCT
elements-9448	89	17	and	and	CCONJ
elements-9448	89	18	assigns	assign	VERB
elements-9448	89	19	weights	weight	NOUN
elements-9448	89	20	between	between	ADP
elements-9448	89	21	nodes	node	NOUN
elements-9448	89	22	that	that	PRON
elements-9448	89	23	determine	determine	VERB
elements-9448	89	24	its	its	PRON
elements-9448	89	25	output	output	NOUN
elements-9448	89	26	.	.	PUNCT
elements-9448	90	1	the	the	DET
elements-9448	90	2	network	network	NOUN
elements-9448	90	3	uses	use	VERB
elements-9448	90	4	a	a	DET
elements-9448	90	5	backpropogation	backpropogation	NOUN
elements-9448	90	6	algorithm	algorithm	NOUN
elements-9448	90	7	to	to	PART
elements-9448	90	8	determine	determine	VERB
elements-9448	90	9	the	the	DET
elements-9448	90	10	optimal	optimal	ADJ
elements-9448	90	11	weights	weight	NOUN
elements-9448	90	12	between	between	ADP
elements-9448	90	13	its	its	PRON
elements-9448	90	14	nodes	node	NOUN
elements-9448	90	15	,	,	PUNCT
elements-9448	90	16	which	which	PRON
elements-9448	90	17	allows	allow	VERB
elements-9448	90	18	it	it	PRON
elements-9448	90	19	to	to	PART
elements-9448	90	20	improve	improve	VERB
elements-9448	90	21	the	the	DET
elements-9448	90	22	accuracy	accuracy	NOUN
elements-9448	90	23	of	of	ADP
elements-9448	90	24	its	its	PRON
elements-9448	90	25	outputs	output	NOUN
elements-9448	90	26	.	.	PUNCT
elements-9448	91	1	these	these	DET
elements-9448	91	2	models	model	NOUN
elements-9448	91	3	have	have	AUX
elements-9448	91	4	gained	gain	VERB
elements-9448	91	5	a	a	DET
elements-9448	91	6	great	great	ADJ
elements-9448	91	7	deal	deal	NOUN
elements-9448	91	8	of	of	ADP
elements-9448	91	9	support	support	NOUN
elements-9448	91	10	in	in	ADP
elements-9448	91	11	machine	machine	NOUN
elements-9448	91	12	learning	learn	VERB
elements-9448	91	13	for	for	ADP
elements-9448	91	14	their	their	PRON
elements-9448	91	15	ability	ability	NOUN
elements-9448	91	16	to	to	PART
elements-9448	91	17	gain	gain	VERB
elements-9448	91	18	deep	deep	ADJ
elements-9448	91	19	insights	insight	NOUN
elements-9448	91	20	on	on	ADP
elements-9448	91	21	the	the	DET
elements-9448	91	22	patterns	pattern	NOUN
elements-9448	91	23	within	within	ADP
elements-9448	91	24	data	datum	NOUN
elements-9448	91	25	.	.	PUNCT
elements-9448	92	1	although	although	SCONJ
elements-9448	92	2	i	i	PRON
elements-9448	92	3	tested	test	VERB
elements-9448	92	4	deeper	deep	ADJ
elements-9448	92	5	networks	network	NOUN
elements-9448	92	6	,	,	PUNCT
elements-9448	92	7	this	this	DET
elements-9448	92	8	simple	simple	ADJ
elements-9448	92	9	7	7	NUM
elements-9448	92	10	x	x	SYM
elements-9448	92	11	3	3	NUM
elements-9448	92	12	x	x	SYM
elements-9448	92	13	1	1	NUM
elements-9448	92	14	network	network	NOUN
elements-9448	92	15	proved	prove	VERB
elements-9448	92	16	most	most	ADV
elements-9448	92	17	effective	effective	ADJ
elements-9448	92	18	:	:	PUNCT
elements-9448	92	19	while	while	SCONJ
elements-9448	92	20	this	this	PRON
elements-9448	92	21	was	be	AUX
elements-9448	92	22	by	by	ADP
elements-9448	92	23	far	far	ADV
elements-9448	92	24	the	the	DET
elements-9448	92	25	most	most	ADJ
elements-9448	92	26	time	time	NOUN
elements-9448	92	27	consuming	consume	VERB
elements-9448	92	28	model	model	NOUN
elements-9448	92	29	to	to	PART
elements-9448	92	30	train	train	VERB
elements-9448	92	31	and	and	CCONJ
elements-9448	92	32	implement	implement	VERB
elements-9448	92	33	,	,	PUNCT
elements-9448	92	34	it	it	PRON
elements-9448	92	35	also	also	ADV
elements-9448	92	36	yielded	yield	VERB
elements-9448	92	37	the	the	DET
elements-9448	92	38	best	good	ADJ
elements-9448	92	39	results	result	NOUN
elements-9448	92	40	of	of	ADP
elements-9448	92	41	any	any	DET
elements-9448	92	42	individual	individual	ADJ
elements-9448	92	43	model	model	NOUN
elements-9448	92	44	tested	test	VERB
elements-9448	92	45	.	.	PUNCT
elements-9448	93	1	this	this	DET
elements-9448	93	2	model	model	NOUN
elements-9448	93	3	’s	’s	PART
elements-9448	93	4	success	success	NOUN
elements-9448	93	5	was	be	AUX
elements-9448	93	6	likely	likely	ADJ
elements-9448	93	7	due	due	ADP
elements-9448	93	8	to	to	ADP
elements-9448	93	9	its	its	PRON
elements-9448	93	10	allowance	allowance	NOUN
elements-9448	93	11	for	for	ADP
elements-9448	93	12	flexible	flexible	ADJ
elements-9448	93	13	interactions	interaction	NOUN
elements-9448	93	14	between	between	ADP
elements-9448	93	15	features	feature	NOUN
elements-9448	93	16	.	.	PUNCT
elements-9448	94	1	whereas	whereas	SCONJ
elements-9448	94	2	a	a	DET
elements-9448	94	3	linear	linear	ADJ
elements-9448	94	4	model	model	NOUN
elements-9448	94	5	such	such	ADJ
elements-9448	94	6	as	as	ADP
elements-9448	94	7	a	a	DET
elements-9448	94	8	logistic	logistic	ADJ
elements-9448	94	9	or	or	CCONJ
elements-9448	94	10	linear	linear	ADJ
elements-9448	94	11	figure	figure	NOUN
elements-9448	94	12	5	5	NUM
elements-9448	94	13	:	:	PUNCT
elements-9448	94	14	random	random	ADJ
elements-9448	94	15	forest	forest	NOUN
elements-9448	94	16	feature	feature	NOUN
elements-9448	94	17	importances	importance	NOUN
elements-9448	94	18	figure	figure	VERB
elements-9448	94	19	6	6	NUM
elements-9448	94	20	:	:	SYM
elements-9448	94	21	7	7	NUM
elements-9448	94	22	x	x	SYM
elements-9448	94	23	3	3	NUM
elements-9448	94	24	x	x	SYM
elements-9448	94	25	1	1	NUM
elements-9448	94	26	neural	neural	ADJ
elements-9448	94	27	network	network	NOUN
elements-9448	94	28	architecture	architecture	NOUN
elements-9448	94	29	improving	improve	VERB
elements-9448	94	30	predictions	prediction	NOUN
elements-9448	94	31	with	with	ADP
elements-9448	94	32	machine	machine	NOUN
elements-9448	94	33	learning	learn	VERB
elements-9448	94	34	finally	finally	ADV
elements-9448	94	35	,	,	PUNCT
elements-9448	94	36	while	while	SCONJ
elements-9448	94	37	there	there	PRON
elements-9448	94	38	is	be	VERB
elements-9448	94	39	a	a	DET
elements-9448	94	40	great	great	ADJ
elements-9448	94	41	deal	deal	NOUN
elements-9448	94	42	to	to	PART
elements-9448	94	43	be	be	AUX
elements-9448	94	44	learned	learn	VERB
elements-9448	94	45	from	from	ADP
elements-9448	94	46	the	the	DET
elements-9448	94	47	logistic	logistic	ADJ
elements-9448	94	48	regression	regression	NOUN
elements-9448	94	49	model	model	NOUN
elements-9448	94	50	and	and	CCONJ
elements-9448	94	51	the	the	DET
elements-9448	94	52	measurements	measurement	NOUN
elements-9448	94	53	that	that	PRON
elements-9448	94	54	follow	follow	VERB
elements-9448	94	55	from	from	ADP
elements-9448	94	56	its	its	PRON
elements-9448	94	57	predictions	prediction	NOUN
elements-9448	94	58	,	,	PUNCT
elements-9448	94	59	i	i	PRON
elements-9448	94	60	could	could	AUX
elements-9448	94	61	not	not	PART
elements-9448	94	62	resist	resist	VERB
elements-9448	94	63	the	the	DET
elements-9448	94	64	temptation	temptation	NOUN
elements-9448	94	65	of	of	ADP
elements-9448	94	66	taking	take	VERB
elements-9448	94	67	this	this	PRON
elements-9448	94	68	a	a	DET
elements-9448	94	69	step	step	NOUN
elements-9448	94	70	further	far	ADV
elements-9448	94	71	to	to	PART
elements-9448	94	72	see	see	VERB
elements-9448	94	73	what	what	PRON
elements-9448	94	74	additional	additional	ADJ
elements-9448	94	75	insight	insight	NOUN
elements-9448	94	76	machine	machine	NOUN
elements-9448	94	77	learning	learning	NOUN
elements-9448	94	78	models	model	NOUN
elements-9448	94	79	could	could	AUX
elements-9448	94	80	provide	provide	VERB
elements-9448	94	81	in	in	ADP
elements-9448	94	82	this	this	DET
elements-9448	94	83	situation	situation	NOUN
elements-9448	94	84	.	.	PUNCT
elements-9448	95	1	using	use	VERB
elements-9448	95	2	the	the	DET
elements-9448	95	3	same	same	ADJ
elements-9448	95	4	data	datum	NOUN
elements-9448	95	5	,	,	PUNCT
elements-9448	95	6	i	i	PRON
elements-9448	95	7	tested	test	VERB
elements-9448	95	8	random	random	ADJ
elements-9448	95	9	forest	forest	NOUN
elements-9448	95	10	,	,	PUNCT
elements-9448	95	11	neural	neural	ADJ
elements-9448	95	12	network	network	NOUN
elements-9448	95	13	,	,	PUNCT
elements-9448	95	14	multiple	multiple	ADJ
elements-9448	95	15	linear	linear	ADJ
elements-9448	95	16	regression	regression	NOUN
elements-9448	95	17	,	,	PUNCT
elements-9448	95	18	and	and	CCONJ
elements-9448	95	19	hybrid	hybrid	NOUN
elements-9448	95	20	models	model	NOUN
elements-9448	95	21	to	to	PART
elements-9448	95	22	see	see	VERB
elements-9448	95	23	how	how	SCONJ
elements-9448	95	24	they	they	PRON
elements-9448	95	25	fared	fare	VERB
elements-9448	95	26	against	against	ADP
elements-9448	95	27	the	the	DET
elements-9448	95	28	logistic	logistic	ADJ
elements-9448	95	29	regression	regression	NOUN
elements-9448	95	30	benchmark	benchmark	NOUN
elements-9448	95	31	.	.	PUNCT
elements-9448	96	1	random	random	ADJ
elements-9448	96	2	forests	forest	VERB
elements-9448	96	3	a	a	DET
elements-9448	96	4	“	"	PUNCT
elements-9448	96	5	random	random	ADJ
elements-9448	96	6	forest	forest	NOUN
elements-9448	96	7	”	"	PUNCT
elements-9448	96	8	is	be	AUX
elements-9448	96	9	an	an	DET
elements-9448	96	10	ensemble	ensemble	ADJ
elements-9448	96	11	-	-	PUNCT
elements-9448	96	12	learning	learn	VERB
elements-9448	96	13	algorithm	algorithm	NOUN
elements-9448	96	14	that	that	PRON
elements-9448	96	15	uses	use	VERB
elements-9448	96	16	a	a	DET
elements-9448	96	17	resampling	resample	VERB
elements-9448	96	18	method	method	NOUN
elements-9448	96	19	called	call	VERB
elements-9448	96	20	“	"	PUNCT
elements-9448	96	21	bagging	bagging	NOUN
elements-9448	96	22	”	"	PUNCT
elements-9448	96	23	to	to	PART
elements-9448	96	24	take	take	VERB
elements-9448	96	25	a	a	DET
elements-9448	96	26	single	single	ADJ
elements-9448	96	27	data	datum	NOUN
elements-9448	96	28	set	set	VERB
elements-9448	96	29	and	and	CCONJ
elements-9448	96	30	break	break	VERB
elements-9448	96	31	it	it	PRON
elements-9448	96	32	into	into	ADP
elements-9448	96	33	several	several	ADJ
elements-9448	96	34	overlapping	overlap	VERB
elements-9448	96	35	sets	set	NOUN
elements-9448	96	36	.	.	PUNCT
elements-9448	97	1	with	with	ADP
elements-9448	97	2	one	one	NUM
elements-9448	97	3	data	datum	NOUN
elements-9448	97	4	set	set	VERB
elements-9448	97	5	now	now	ADV
elements-9448	97	6	broken	break	VERB
elements-9448	97	7	into	into	ADP
elements-9448	97	8	many	many	ADJ
elements-9448	97	9	,	,	PUNCT
elements-9448	97	10	the	the	DET
elements-9448	97	11	algorithm	algorithm	NOUN
elements-9448	97	12	can	can	AUX
elements-9448	97	13	train	train	VERB
elements-9448	97	14	an	an	DET
elements-9448	97	15	entire	entire	ADJ
elements-9448	97	16	“	"	PUNCT
elements-9448	97	17	forest	forest	NOUN
elements-9448	97	18	”	"	PUNCT
elements-9448	97	19	of	of	ADP
elements-9448	97	20	decision	decision	NOUN
elements-9448	97	21	trees	tree	NOUN
elements-9448	97	22	rather	rather	ADV
elements-9448	97	23	than	than	ADP
elements-9448	97	24	just	just	ADV
elements-9448	97	25	one	one	NUM
elements-9448	97	26	,	,	PUNCT
elements-9448	97	27	and	and	CCONJ
elements-9448	97	28	uses	use	VERB
elements-9448	97	29	the	the	DET
elements-9448	97	30	output	output	NOUN
elements-9448	97	31	of	of	ADP
elements-9448	97	32	each	each	DET
elements-9448	97	33	tree	tree	NOUN
elements-9448	97	34	as	as	ADP
elements-9448	97	35	a	a	DET
elements-9448	97	36	“	"	PUNCT
elements-9448	97	37	vote	vote	NOUN
elements-9448	97	38	”	"	PUNCT
elements-9448	97	39	toward	toward	ADP
elements-9448	97	40	what	what	PRON
elements-9448	97	41	the	the	DET
elements-9448	97	42	forest	forest	NOUN
elements-9448	97	43	’s	’s	PART
elements-9448	97	44	output	output	NOUN
elements-9448	97	45	should	should	AUX
elements-9448	97	46	be	be	AUX
elements-9448	97	47	.	.	PUNCT
elements-9448	97	48	by	by	ADP
elements-9448	97	49	taking	take	VERB
elements-9448	97	50	the	the	DET
elements-9448	97	51	average	average	NOUN
elements-9448	97	52	of	of	ADP
elements-9448	97	53	the	the	DET
elements-9448	97	54	many	many	ADJ
elements-9448	97	55	“	"	PUNCT
elements-9448	97	56	decision	decision	NOUN
elements-9448	97	57	trees	tree	NOUN
elements-9448	97	58	”	"	PUNCT
elements-9448	97	59	outputs	output	NOUN
elements-9448	97	60	,	,	PUNCT
elements-9448	97	61	the	the	DET
elements-9448	97	62	random	random	ADJ
elements-9448	97	63	forest	forest	NOUN
elements-9448	97	64	model	model	NOUN
elements-9448	97	65	achieves	achieve	VERB
elements-9448	97	66	a	a	DET
elements-9448	97	67	lower	low	ADJ
elements-9448	97	68	model	model	NOUN
elements-9448	97	69	variance	variance	NOUN
elements-9448	97	70	than	than	ADP
elements-9448	97	71	an	an	DET
elements-9448	97	72	individual	individual	ADJ
elements-9448	97	73	decision	decision	NOUN
elements-9448	97	74	tree	tree	NOUN
elements-9448	97	75	while	while	SCONJ
elements-9448	97	76	maintaining	maintain	VERB
elements-9448	97	77	a	a	DET
elements-9448	97	78	similar	similar	ADJ
elements-9448	97	79	level	level	NOUN
elements-9448	97	80	of	of	ADP
elements-9448	97	81	bias	bias	NOUN
elements-9448	97	82	,	,	PUNCT
elements-9448	97	83	meaning	mean	VERB
elements-9448	97	84	that	that	SCONJ
elements-9448	97	85	it	it	PRON
elements-9448	97	86	is	be	AUX
elements-9448	97	87	both	both	CCONJ
elements-9448	97	88	more	more	ADV
elements-9448	97	89	stable	stable	ADJ
elements-9448	97	90	and	and	CCONJ
elements-9448	97	91	equally	equally	ADV
elements-9448	97	92	accurate	accurate	ADJ
elements-9448	97	93	.	.	PUNCT
elements-9448	98	1	in	in	ADP
elements-9448	98	2	this	this	DET
elements-9448	98	3	case	case	NOUN
elements-9448	98	4	,	,	PUNCT
elements-9448	98	5	however	however	ADV
elements-9448	98	6	,	,	PUNCT
elements-9448	98	7	the	the	DET
elements-9448	98	8	random	random	ADJ
elements-9448	98	9	forest	forest	NOUN
elements-9448	98	10	underperformed	underperform	VERB
elements-9448	98	11	the	the	DET
elements-9448	98	12	other	other	ADJ
elements-9448	98	13	models	model	NOUN
elements-9448	98	14	tested	test	VERB
elements-9448	98	15	,	,	PUNCT
elements-9448	98	16	and	and	CCONJ
elements-9448	98	17	did	do	AUX
elements-9448	98	18	not	not	PART
elements-9448	98	19	prove	prove	VERB
elements-9448	98	20	useful	useful	ADJ
elements-9448	98	21	for	for	ADP
elements-9448	98	22	prediction	prediction	NOUN
elements-9448	98	23	improvement	improvement	NOUN
elements-9448	98	24	.	.	PUNCT
elements-9448	99	1	this	this	PRON
elements-9448	99	2	may	may	AUX
elements-9448	99	3	be	be	AUX
elements-9448	99	4	due	due	ADJ
elements-9448	99	5	to	to	ADP
elements-9448	99	6	a	a	DET
elements-9448	99	7	combination	combination	NOUN
elements-9448	99	8	of	of	ADP
elements-9448	99	9	unreliable	unreliable	ADJ
elements-9448	99	10	measurements	measurement	NOUN
elements-9448	99	11	in	in	ADP
elements-9448	99	12	the	the	DET
elements-9448	99	13	explanatory	explanatory	ADJ
elements-9448	99	14	variables	variable	NOUN
elements-9448	99	15	and	and	CCONJ
elements-9448	99	16	the	the	DET
elements-9448	99	17	fact	fact	NOUN
elements-9448	99	18	that	that	SCONJ
elements-9448	99	19	the	the	DET
elements-9448	99	20	majority	majority	NOUN
elements-9448	99	21	of	of	ADP
elements-9448	99	22	explanatory	explanatory	ADJ
elements-9448	99	23	variables	variable	NOUN
elements-9448	99	24	were	be	AUX
elements-9448	99	25	categorical	categorical	ADJ
elements-9448	99	26	rather	rather	ADV
elements-9448	99	27	than	than	ADP
elements-9448	99	28	continuous	continuous	ADJ
elements-9448	99	29	,	,	PUNCT
elements-9448	99	30	restricting	restrict	VERB
elements-9448	99	31	the	the	DET
elements-9448	99	32	decision	decision	NOUN
elements-9448	99	33	breaks	break	NOUN
elements-9448	99	34	available	available	ADJ
elements-9448	99	35	to	to	ADP
elements-9448	99	36	the	the	DET
elements-9448	99	37	forest	forest	NOUN
elements-9448	99	38	.	.	PUNCT
elements-9448	100	1	additional	additional	ADJ
elements-9448	100	2	methods	method	NOUN
elements-9448	100	3	that	that	PRON
elements-9448	100	4	could	could	AUX
elements-9448	100	5	be	be	AUX
elements-9448	100	6	tested	test	VERB
elements-9448	100	7	for	for	ADP
elements-9448	100	8	improving	improve	VERB
elements-9448	100	9	this	this	DET
elements-9448	100	10	model	model	NOUN
elements-9448	100	11	are	be	AUX
elements-9448	100	12	breaking	break	VERB
elements-9448	100	13	continuous	continuous	ADJ
elements-9448	100	14	variables	variable	NOUN
elements-9448	100	15	into	into	ADP
elements-9448	100	16	buckets	bucket	NOUN
elements-9448	100	17	rather	rather	ADV
elements-9448	100	18	than	than	ADP
elements-9448	100	19	binary	binary	ADJ
elements-9448	100	20	variables	variable	NOUN
elements-9448	100	21	,	,	PUNCT
elements-9448	100	22	and	and	CCONJ
elements-9448	100	23	further	far	ADV
elements-9448	100	24	tuning	tune	VERB
elements-9448	100	25	the	the	DET
elements-9448	100	26	parameters	parameter	NOUN
elements-9448	100	27	for	for	ADP
elements-9448	100	28	tree	tree	NOUN
elements-9448	100	29	depth	depth	NOUN
elements-9448	100	30	and	and	CCONJ
elements-9448	100	31	number	number	NOUN
elements-9448	100	32	of	of	ADP
elements-9448	100	33	observations	observation	NOUN
elements-9448	100	34	required	require	VERB
elements-9448	100	35	per	per	ADP
elements-9448	100	36	leaf	leaf	NOUN
elements-9448	100	37	node	node	NOUN
elements-9448	100	38	.	.	PUNCT
elements-9448	101	1	61	61	NUM
elements-9448	101	2	extra	extra	ADJ
elements-9448	101	3	point	point	NOUN
elements-9448	101	4	under	under	ADP
elements-9448	101	5	review	review	NOUN
elements-9448	101	6	regression	regression	NOUN
elements-9448	101	7	applies	apply	VERB
elements-9448	101	8	a	a	DET
elements-9448	101	9	single	single	ADJ
elements-9448	101	10	function	function	NOUN
elements-9448	101	11	to	to	PART
elements-9448	101	12	transform	transform	VERB
elements-9448	101	13	input	input	NOUN
elements-9448	101	14	features	feature	NOUN
elements-9448	101	15	into	into	ADP
elements-9448	101	16	outputs	output	NOUN
elements-9448	101	17	,	,	PUNCT
elements-9448	101	18	the	the	DET
elements-9448	101	19	neural	neural	ADJ
elements-9448	101	20	network	network	NOUN
elements-9448	101	21	has	have	VERB
elements-9448	101	22	intermediary	intermediary	ADJ
elements-9448	101	23	hidden	hide	VERB
elements-9448	101	24	layers	layer	NOUN
elements-9448	101	25	that	that	PRON
elements-9448	101	26	allow	allow	VERB
elements-9448	101	27	features	feature	NOUN
elements-9448	101	28	to	to	PART
elements-9448	101	29	interact	interact	VERB
elements-9448	101	30	before	before	ADP
elements-9448	101	31	being	be	AUX
elements-9448	101	32	transformed	transform	VERB
elements-9448	101	33	into	into	ADP
elements-9448	101	34	an	an	DET
elements-9448	101	35	output	output	NOUN
elements-9448	101	36	.	.	PUNCT
elements-9448	102	1	the	the	DET
elements-9448	102	2	result	result	NOUN
elements-9448	102	3	is	be	AUX
elements-9448	102	4	a	a	DET
elements-9448	102	5	model	model	NOUN
elements-9448	102	6	that	that	PRON
elements-9448	102	7	learns	learn	VERB
elements-9448	102	8	its	its	PRON
elements-9448	102	9	own	own	ADJ
elements-9448	102	10	features	feature	NOUN
elements-9448	102	11	,	,	PUNCT
elements-9448	102	12	as	as	SCONJ
elements-9448	102	13	opposed	oppose	VERB
elements-9448	102	14	to	to	ADP
elements-9448	102	15	other	other	ADJ
elements-9448	102	16	models	model	NOUN
elements-9448	102	17	which	which	PRON
elements-9448	102	18	are	be	AUX
elements-9448	102	19	constrained	constrain	VERB
elements-9448	102	20	to	to	ADP
elements-9448	102	21	the	the	DET
elements-9448	102	22	features	feature	NOUN
elements-9448	102	23	that	that	SCONJ
elements-9448	102	24	a	a	DET
elements-9448	102	25	user	user	NOUN
elements-9448	102	26	feeds	feed	VERB
elements-9448	102	27	them	they	PRON
elements-9448	102	28	.	.	PUNCT
elements-9448	103	1	the	the	DET
elements-9448	103	2	slow	slow	ADJ
elements-9448	103	3	learning	learning	NOUN
elements-9448	103	4	of	of	ADP
elements-9448	103	5	this	this	DET
elements-9448	103	6	model	model	NOUN
elements-9448	103	7	,	,	PUNCT
elements-9448	103	8	however	however	ADV
elements-9448	103	9	,	,	PUNCT
elements-9448	103	10	poses	pose	VERB
elements-9448	103	11	a	a	DET
elements-9448	103	12	significant	significant	ADJ
elements-9448	103	13	problem	problem	NOUN
elements-9448	103	14	for	for	ADP
elements-9448	103	15	testing	testing	NOUN
elements-9448	103	16	and	and	CCONJ
elements-9448	103	17	improvement	improvement	NOUN
elements-9448	103	18	,	,	PUNCT
elements-9448	103	19	making	make	VERB
elements-9448	103	20	parameter	parameter	NOUN
elements-9448	103	21	-	-	PUNCT
elements-9448	103	22	tuning	tuning	NOUN
elements-9448	103	23	and	and	CCONJ
elements-9448	103	24	model	model	NOUN
elements-9448	103	25	evaluation	evaluation	NOUN
elements-9448	103	26	methods	method	NOUN
elements-9448	103	27	such	such	ADJ
elements-9448	103	28	as	as	ADP
elements-9448	103	29	cross	cross	NOUN
elements-9448	103	30	validation	validation	NOUN
elements-9448	103	31	time	time	NOUN
elements-9448	103	32	consuming	consume	VERB
elements-9448	103	33	in	in	ADP
elements-9448	103	34	the	the	DET
elements-9448	103	35	absence	absence	NOUN
elements-9448	103	36	of	of	ADP
elements-9448	103	37	improved	improved	ADJ
elements-9448	103	38	computing	computing	NOUN
elements-9448	103	39	resources	resource	NOUN
elements-9448	103	40	.	.	PUNCT
elements-9448	104	1	multiple	multiple	ADJ
elements-9448	104	2	linear	linear	PROPN
elements-9448	104	3	regression	regression	NOUN
elements-9448	104	4	finally	finally	ADV
elements-9448	104	5	,	,	PUNCT
elements-9448	104	6	i	i	PRON
elements-9448	104	7	tested	test	VERB
elements-9448	104	8	a	a	DET
elements-9448	104	9	multiple	multiple	ADJ
elements-9448	104	10	linear	linear	ADJ
elements-9448	104	11	regression	regression	NOUN
elements-9448	104	12	model	model	NOUN
elements-9448	104	13	.	.	PUNCT
elements-9448	105	1	because	because	SCONJ
elements-9448	105	2	of	of	ADP
elements-9448	105	3	the	the	DET
elements-9448	105	4	logistic	logistic	ADJ
elements-9448	105	5	nature	nature	NOUN
elements-9448	105	6	of	of	ADP
elements-9448	105	7	the	the	DET
elements-9448	105	8	relationship	relationship	NOUN
elements-9448	105	9	between	between	ADP
elements-9448	105	10	distance	distance	NOUN
elements-9448	105	11	and	and	CCONJ
elements-9448	105	12	field	field	NOUN
elements-9448	105	13	goal	goal	NOUN
elements-9448	105	14	difficulty	difficulty	NOUN
elements-9448	105	15	(	(	PUNCT
elements-9448	105	16	the	the	DET
elements-9448	105	17	difference	difference	NOUN
elements-9448	105	18	between	between	ADP
elements-9448	105	19	the	the	DET
elements-9448	105	20	difficulty	difficulty	NOUN
elements-9448	105	21	of	of	ADP
elements-9448	105	22	a	a	DET
elements-9448	105	23	55and	55and	NOUN
elements-9448	105	24	65	65	NUM
elements-9448	105	25	-	-	PUNCT
elements-9448	105	26	yard	yard	NOUN
elements-9448	105	27	field	field	NOUN
elements-9448	105	28	goal	goal	NOUN
elements-9448	105	29	difficulty	difficulty	NOUN
elements-9448	105	30	is	be	AUX
elements-9448	105	31	much	much	ADV
elements-9448	105	32	larger	large	ADJ
elements-9448	105	33	than	than	ADP
elements-9448	105	34	that	that	PRON
elements-9448	105	35	between	between	ADP
elements-9448	105	36	a	a	DET
elements-9448	105	37	25	25	NUM
elements-9448	105	38	and	and	CCONJ
elements-9448	105	39	35	35	NUM
elements-9448	105	40	-	-	PUNCT
elements-9448	105	41	yard	yard	NOUN
elements-9448	105	42	attempt	attempt	NOUN
elements-9448	105	43	)	)	PUNCT
elements-9448	105	44	,	,	PUNCT
elements-9448	105	45	simply	simply	ADV
elements-9448	105	46	throwing	throw	VERB
elements-9448	105	47	all	all	DET
elements-9448	105	48	the	the	DET
elements-9448	105	49	above	above	ADJ
elements-9448	105	50	variables	variable	NOUN
elements-9448	105	51	into	into	ADP
elements-9448	105	52	a	a	DET
elements-9448	105	53	standard	standard	ADJ
elements-9448	105	54	mlr	mlr	NOUN
elements-9448	105	55	model	model	NOUN
elements-9448	105	56	will	will	AUX
elements-9448	105	57	not	not	PART
elements-9448	105	58	fit	fit	VERB
elements-9448	105	59	the	the	DET
elements-9448	105	60	data	datum	NOUN
elements-9448	105	61	well	well	ADV
elements-9448	105	62	.	.	PUNCT
elements-9448	106	1	adding	add	VERB
elements-9448	106	2	the	the	DET
elements-9448	106	3	log	log	NOUN
elements-9448	106	4	of	of	ADP
elements-9448	106	5	the	the	DET
elements-9448	106	6	distance	distance	NOUN
elements-9448	106	7	into	into	ADP
elements-9448	106	8	a	a	DET
elements-9448	106	9	model	model	NOUN
elements-9448	106	10	with	with	ADP
elements-9448	106	11	all	all	PRON
elements-9448	106	12	of	of	ADP
elements-9448	106	13	the	the	DET
elements-9448	106	14	previously	previously	ADV
elements-9448	106	15	used	use	VERB
elements-9448	106	16	variables	variable	NOUN
elements-9448	106	17	,	,	PUNCT
elements-9448	106	18	however	however	ADV
elements-9448	106	19	,	,	PUNCT
elements-9448	106	20	yielded	yield	VERB
elements-9448	106	21	quality	quality	NOUN
elements-9448	106	22	results	result	NOUN
elements-9448	106	23	,	,	PUNCT
elements-9448	106	24	with	with	ADP
elements-9448	106	25	an	an	DET
elements-9448	106	26	mse	mse	NOUN
elements-9448	106	27	measurement	measurement	NOUN
elements-9448	106	28	beating	beat	VERB
elements-9448	106	29	that	that	PRON
elements-9448	106	30	of	of	ADP
elements-9448	106	31	the	the	DET
elements-9448	106	32	random	random	ADJ
elements-9448	106	33	forest	forest	NOUN
elements-9448	106	34	model	model	NOUN
elements-9448	106	35	and	and	CCONJ
elements-9448	106	36	the	the	DET
elements-9448	106	37	original	original	ADJ
elements-9448	106	38	clark	clark	NOUN
elements-9448	106	39	logistic	logistic	PROPN
elements-9448	106	40	model	model	NOUN
elements-9448	106	41	.	.	PUNCT
elements-9448	107	1	this	this	DET
elements-9448	107	2	mlr	mlr	NOUN
elements-9448	107	3	model	model	NOUN
elements-9448	107	4	allows	allow	VERB
elements-9448	107	5	for	for	SCONJ
elements-9448	107	6	the	the	DET
elements-9448	107	7	nondistance	nondistance	NOUN
elements-9448	107	8	variables	variable	NOUN
elements-9448	107	9	to	to	PART
elements-9448	107	10	be	be	AUX
elements-9448	107	11	linear	linear	PROPN
elements-9448	107	12	intercept	intercept	NOUN
elements-9448	107	13	variables	variable	NOUN
elements-9448	107	14	,	,	PUNCT
elements-9448	107	15	and	and	CCONJ
elements-9448	107	16	also	also	ADV
elements-9448	107	17	makes	make	VERB
elements-9448	107	18	for	for	ADP
elements-9448	107	19	the	the	DET
elements-9448	107	20	highest	high	ADJ
elements-9448	107	21	ease	ease	NOUN
elements-9448	107	22	of	of	ADP
elements-9448	107	23	interpretation	interpretation	NOUN
elements-9448	107	24	of	of	ADP
elements-9448	107	25	all	all	DET
elements-9448	107	26	the	the	DET
elements-9448	107	27	models	model	NOUN
elements-9448	107	28	used	use	VERB
elements-9448	107	29	,	,	PUNCT
elements-9448	107	30	using	use	VERB
elements-9448	107	31	the	the	DET
elements-9448	107	32	standard	standard	ADJ
elements-9448	107	33	mlr	mlr	NOUN
elements-9448	107	34	model	model	NOUN
elements-9448	107	35	at	at	ADP
elements-9448	107	36	the	the	DET
elements-9448	107	37	bottom	bottom	NOUN
elements-9448	107	38	of	of	ADP
elements-9448	107	39	the	the	DET
elements-9448	107	40	page	page	NOUN
elements-9448	107	41	.	.	PUNCT
elements-9448	108	1	table	table	NOUN
elements-9448	108	2	7	7	NUM
elements-9448	108	3	shows	show	VERB
elements-9448	108	4	the	the	DET
elements-9448	108	5	regression	regression	NOUN
elements-9448	108	6	output	output	NOUN
elements-9448	108	7	.	.	PUNCT
elements-9448	109	1	different	different	ADJ
elements-9448	109	2	models	model	NOUN
elements-9448	109	3	,	,	PUNCT
elements-9448	109	4	different	different	ADJ
elements-9448	109	5	predictions	prediction	NOUN
elements-9448	109	6	it	it	PRON
elements-9448	109	7	should	should	AUX
elements-9448	109	8	not	not	PART
elements-9448	109	9	come	come	VERB
elements-9448	109	10	as	as	ADP
elements-9448	109	11	a	a	DET
elements-9448	109	12	surprise	surprise	NOUN
elements-9448	109	13	that	that	SCONJ
elements-9448	109	14	different	different	ADJ
elements-9448	109	15	models	model	NOUN
elements-9448	109	16	yield	yield	VERB
elements-9448	109	17	slightly	slightly	ADV
elements-9448	109	18	different	different	ADJ
elements-9448	109	19	predictions	prediction	NOUN
elements-9448	109	20	.	.	PUNCT
elements-9448	110	1	the	the	DET
elements-9448	110	2	regression	regression	NOUN
elements-9448	110	3	outputs	output	NOUN
elements-9448	110	4	and	and	CCONJ
elements-9448	110	5	error	error	NOUN
elements-9448	110	6	measurements	measurement	NOUN
elements-9448	110	7	mentioned	mention	VERB
elements-9448	110	8	up	up	ADP
elements-9448	110	9	until	until	ADP
elements-9448	110	10	this	this	DET
elements-9448	110	11	point	point	NOUN
elements-9448	110	12	in	in	ADP
elements-9448	110	13	the	the	DET
elements-9448	110	14	paper	paper	NOUN
elements-9448	110	15	,	,	PUNCT
elements-9448	110	16	however	however	ADV
elements-9448	110	17	,	,	PUNCT
elements-9448	110	18	do	do	AUX
elements-9448	110	19	not	not	PART
elements-9448	110	20	display	display	VERB
elements-9448	110	21	model	model	NOUN
elements-9448	110	22	patterns	pattern	NOUN
elements-9448	110	23	well	well	ADV
elements-9448	110	24	.	.	PUNCT
elements-9448	111	1	because	because	SCONJ
elements-9448	111	2	distance	distance	NOUN
elements-9448	111	3	is	be	AUX
elements-9448	111	4	such	such	DET
elements-9448	111	5	a	a	DET
elements-9448	111	6	strong	strong	ADJ
elements-9448	111	7	predictive	predictive	ADJ
elements-9448	111	8	factor	factor	NOUN
elements-9448	111	9	in	in	ADP
elements-9448	111	10	this	this	DET
elements-9448	111	11	particular	particular	ADJ
elements-9448	111	12	set	set	NOUN
elements-9448	111	13	of	of	ADP
elements-9448	111	14	models	model	NOUN
elements-9448	111	15	,	,	PUNCT
elements-9448	111	16	simply	simply	ADV
elements-9448	111	17	showing	show	VERB
elements-9448	111	18	probabilities	probability	NOUN
elements-9448	111	19	graphed	graph	VERB
elements-9448	111	20	against	against	ADP
elements-9448	111	21	distance	distance	NOUN
elements-9448	111	22	seems	seem	VERB
elements-9448	111	23	to	to	PART
elements-9448	111	24	do	do	VERB
elements-9448	111	25	the	the	DET
elements-9448	111	26	trick	trick	NOUN
elements-9448	111	27	for	for	ADP
elements-9448	111	28	illustrating	illustrate	VERB
elements-9448	111	29	probability	probability	NOUN
elements-9448	111	30	patterns	pattern	NOUN
elements-9448	111	31	.	.	PUNCT
elements-9448	112	1	the	the	DET
elements-9448	112	2	final	final	ADJ
elements-9448	112	3	models	model	NOUN
elements-9448	112	4	are	be	AUX
elements-9448	112	5	displayed	display	VERB
elements-9448	112	6	in	in	ADP
elements-9448	112	7	figures	figure	NOUN
elements-9448	112	8	7	7	NUM
elements-9448	112	9	,	,	PUNCT
elements-9448	112	10	8	8	NUM
elements-9448	112	11	,	,	PUNCT
elements-9448	112	12	9	9	NUM
elements-9448	112	13	,	,	PUNCT
elements-9448	112	14	and	and	CCONJ
elements-9448	112	15	10	10	NUM
elements-9448	112	16	.	.	PUNCT
elements-9448	113	1	and	and	CCONJ
elements-9448	113	2	the	the	DET
elements-9448	113	3	winner	winner	NOUN
elements-9448	113	4	is	be	AUX
elements-9448	113	5	...	...	PUNCT
elements-9448	113	6	while	while	SCONJ
elements-9448	113	7	logistic	logistic	ADJ
elements-9448	113	8	regression	regression	NOUN
elements-9448	113	9	is	be	AUX
elements-9448	113	10	the	the	DET
elements-9448	113	11	standard	standard	NOUN
elements-9448	113	12	for	for	ADP
elements-9448	113	13	probabilistic	probabilistic	ADJ
elements-9448	113	14	measurements	measurement	NOUN
elements-9448	113	15	such	such	ADJ
elements-9448	113	16	as	as	ADP
elements-9448	113	17	this	this	PRON
elements-9448	113	18	,	,	PUNCT
elements-9448	113	19	it	it	PRON
elements-9448	113	20	was	be	AUX
elements-9448	113	21	not	not	PART
elements-9448	113	22	the	the	DET
elements-9448	113	23	most	most	ADV
elements-9448	113	24	precise	precise	ADJ
elements-9448	113	25	of	of	ADP
elements-9448	113	26	those	those	PRON
elements-9448	113	27	tested	test	VERB
elements-9448	113	28	.	.	PUNCT
elements-9448	114	1	the	the	DET
elements-9448	114	2	best	well	ADV
elements-9448	114	3	performing	performing	NOUN
elements-9448	114	4	model	model	NOUN
elements-9448	114	5	in	in	ADP
elements-9448	114	6	this	this	DET
elements-9448	114	7	situation	situation	NOUN
elements-9448	114	8	is	be	AUX
elements-9448	114	9	actually	actually	ADV
elements-9448	114	10	one	one	NUM
elements-9448	114	11	that	that	PRON
elements-9448	114	12	has	have	AUX
elements-9448	114	13	not	not	PART
elements-9448	114	14	been	be	AUX
elements-9448	114	15	mentioned	mention	VERB
elements-9448	114	16	yet	yet	ADV
elements-9448	114	17	.	.	PUNCT
elements-9448	115	1	while	while	SCONJ
elements-9448	115	2	the	the	DET
elements-9448	115	3	neural	neural	ADJ
elements-9448	115	4	network	network	NOUN
elements-9448	115	5	performed	perform	VERB
elements-9448	115	6	best	well	ADV
elements-9448	115	7	among	among	ADP
elements-9448	115	8	all	all	DET
elements-9448	115	9	the	the	DET
elements-9448	115	10	models	model	NOUN
elements-9448	115	11	altable	altable	ADJ
elements-9448	115	12	7	7	NUM
elements-9448	115	13	:	:	PUNCT
elements-9448	115	14	mlr	mlr	PROPN
elements-9448	115	15	model	model	PROPN
elements-9448	115	16	output	output	NOUN
elements-9448	115	17	figure	figure	NOUN
elements-9448	115	18	7	7	NUM
elements-9448	115	19	(	(	PUNCT
elements-9448	115	20	top	top	ADJ
elements-9448	115	21	):	):	PUNCT
elements-9448	115	22	random	random	ADJ
elements-9448	115	23	forest	forest	NOUN
elements-9448	115	24	figure	figure	NOUN
elements-9448	115	25	8	8	NUM
elements-9448	115	26	(	(	PUNCT
elements-9448	115	27	bottom	bottom	ADJ
elements-9448	115	28	):	):	PUNCT
elements-9448	115	29	neural	neural	ADJ
elements-9448	115	30	network	network	NOUN
elements-9448	115	31	62	62	NUM
elements-9448	115	32	elements	element	NOUN
elements-9448	115	33	:	:	PUNCT
elements-9448	115	34	:	:	PUNCT
elements-9448	115	35	fall	fall	VERB
elements-9448	115	36	2016	2016	NUM
elements-9448	115	37	figure	figure	NOUN
elements-9448	115	38	9	9	NUM
elements-9448	115	39	:	:	PUNCT
elements-9448	115	40	multiple	multiple	ADJ
elements-9448	115	41	linear	linear	ADJ
elements-9448	115	42	regression	regression	NOUN
elements-9448	115	43	figure	figure	NOUN
elements-9448	115	44	10	10	NUM
elements-9448	115	45	:	:	PUNCT
elements-9448	115	46	logistic	logistic	ADJ
elements-9448	115	47	regression	regression	NOUN
elements-9448	115	48	ready	ready	ADJ
elements-9448	115	49	discussed	discuss	VERB
elements-9448	115	50	,	,	PUNCT
elements-9448	115	51	the	the	DET
elements-9448	115	52	best	good	ADJ
elements-9448	115	53	performer	performer	NOUN
elements-9448	115	54	was	be	AUX
elements-9448	115	55	one	one	NUM
elements-9448	115	56	that	that	PRON
elements-9448	115	57	combined	combine	VERB
elements-9448	115	58	the	the	DET
elements-9448	115	59	results	result	NOUN
elements-9448	115	60	of	of	ADP
elements-9448	115	61	this	this	PRON
elements-9448	115	62	and	and	CCONJ
elements-9448	115	63	the	the	DET
elements-9448	115	64	second	second	ADJ
elements-9448	115	65	logistic	logistic	ADJ
elements-9448	115	66	regression	regression	NOUN
elements-9448	115	67	model	model	NOUN
elements-9448	115	68	,	,	PUNCT
elements-9448	115	69	taking	take	VERB
elements-9448	115	70	the	the	DET
elements-9448	115	71	average	average	NOUN
elements-9448	115	72	of	of	ADP
elements-9448	115	73	the	the	DET
elements-9448	115	74	predictions	prediction	NOUN
elements-9448	115	75	of	of	ADP
elements-9448	115	76	the	the	DET
elements-9448	115	77	two	two	NUM
elements-9448	115	78	.	.	PUNCT
elements-9448	116	1	table	table	NOUN
elements-9448	116	2	8	8	NUM
elements-9448	116	3	shows	show	VERB
elements-9448	116	4	how	how	SCONJ
elements-9448	116	5	all	all	DET
elements-9448	116	6	the	the	DET
elements-9448	116	7	models	model	NOUN
elements-9448	116	8	compared	compare	VERB
elements-9448	116	9	in	in	ADP
elements-9448	116	10	terms	term	NOUN
elements-9448	116	11	of	of	ADP
elements-9448	116	12	mses	ms	NOUN
elements-9448	116	13	(	(	PUNCT
elements-9448	116	14	mean	mean	VERB
elements-9448	116	15	squared	square	VERB
elements-9448	116	16	errors	error	NOUN
elements-9448	116	17	)	)	PUNCT
elements-9448	116	18	.	.	PUNCT
elements-9448	117	1	mse	mse	PROPN
elements-9448	117	2	is	be	AUX
elements-9448	117	3	an	an	DET
elements-9448	117	4	error	error	NOUN
elements-9448	117	5	measurement	measurement	NOUN
elements-9448	117	6	taking	take	VERB
elements-9448	117	7	the	the	DET
elements-9448	117	8	average	average	ADJ
elements-9448	117	9	squared	square	VERB
elements-9448	117	10	distance	distance	NOUN
elements-9448	117	11	between	between	ADP
elements-9448	117	12	the	the	DET
elements-9448	117	13	predicted	predict	VERB
elements-9448	117	14	values	value	NOUN
elements-9448	117	15	(	(	PUNCT
elements-9448	117	16	from	from	ADP
elements-9448	117	17	the	the	DET
elements-9448	117	18	model	model	NOUN
elements-9448	117	19	)	)	PUNCT
elements-9448	117	20	and	and	CCONJ
elements-9448	117	21	their	their	PRON
elements-9448	117	22	true	true	ADJ
elements-9448	117	23	values	value	NOUN
elements-9448	117	24	(	(	PUNCT
elements-9448	117	25	1	1	NUM
elements-9448	117	26	if	if	SCONJ
elements-9448	117	27	made	make	VERB
elements-9448	117	28	,	,	PUNCT
elements-9448	117	29	0	0	PUNCT
elements-9448	117	30	if	if	SCONJ
elements-9448	117	31	missed	miss	VERB
elements-9448	117	32	)	)	PUNCT
elements-9448	117	33	across	across	ADP
elements-9448	117	34	all	all	DET
elements-9448	117	35	predictions	prediction	NOUN
elements-9448	117	36	made	make	VERB
elements-9448	117	37	.	.	PUNCT
elements-9448	118	1	the	the	PRON
elements-9448	118	2	smaller	small	ADJ
elements-9448	118	3	the	the	DET
elements-9448	118	4	mse	mse	PROPN
elements-9448	118	5	score	score	NOUN
elements-9448	118	6	,	,	PUNCT
elements-9448	118	7	the	the	DET
elements-9448	118	8	more	more	ADV
elements-9448	118	9	accurate	accurate	ADJ
elements-9448	118	10	the	the	DET
elements-9448	118	11	model	model	NOUN
elements-9448	118	12	.	.	PUNCT
elements-9448	119	1	the	the	DET
elements-9448	119	2	error	error	NOUN
elements-9448	119	3	measurements	measurement	NOUN
elements-9448	119	4	in	in	ADP
elements-9448	119	5	this	this	DET
elements-9448	119	6	case	case	NOUN
elements-9448	119	7	offer	offer	VERB
elements-9448	119	8	little	little	ADJ
elements-9448	119	9	descriptive	descriptive	ADJ
elements-9448	119	10	significance	significance	NOUN
elements-9448	119	11	as	as	SCONJ
elements-9448	119	12	there	there	PRON
elements-9448	119	13	is	be	VERB
elements-9448	119	14	no	no	DET
elements-9448	119	15	true	true	ADJ
elements-9448	119	16	method	method	NOUN
elements-9448	119	17	for	for	ADP
elements-9448	119	18	evaluating	evaluate	VERB
elements-9448	119	19	the	the	DET
elements-9448	119	20	accuracy	accuracy	NOUN
elements-9448	119	21	of	of	ADP
elements-9448	119	22	an	an	DET
elements-9448	119	23	observation	observation	NOUN
elements-9448	119	24	’s	’s	PART
elements-9448	119	25	probability	probability	NOUN
elements-9448	119	26	estimate	estimate	NOUN
elements-9448	119	27	.	.	PUNCT
elements-9448	120	1	the	the	DET
elements-9448	120	2	scores	score	NOUN
elements-9448	120	3	serve	serve	VERB
elements-9448	120	4	merely	merely	ADV
elements-9448	120	5	to	to	PART
elements-9448	120	6	rank	rank	VERB
elements-9448	120	7	the	the	DET
elements-9448	120	8	models	model	NOUN
elements-9448	120	9	against	against	ADP
elements-9448	120	10	one	one	NUM
elements-9448	120	11	another	another	DET
elements-9448	120	12	.	.	PUNCT
elements-9448	121	1	table	table	NOUN
elements-9448	121	2	8	8	NUM
elements-9448	121	3	:	:	PUNCT
elements-9448	121	4	mse	mse	NOUN
elements-9448	121	5	of	of	ADP
elements-9448	121	6	differnt	differnt	ADJ
elements-9448	121	7	models	model	NOUN
elements-9448	121	8	while	while	SCONJ
elements-9448	121	9	the	the	DET
elements-9448	121	10	neural	neural	ADJ
elements-9448	121	11	network	network	NOUN
elements-9448	121	12	,	,	PUNCT
elements-9448	121	13	mlr	mlr	NOUN
elements-9448	121	14	model	model	NOUN
elements-9448	121	15	,	,	PUNCT
elements-9448	121	16	and	and	CCONJ
elements-9448	121	17	logistic	logistic	ADJ
elements-9448	121	18	regression	regression	NOUN
elements-9448	121	19	model	model	NOUN
elements-9448	121	20	with	with	ADP
elements-9448	121	21	icing	icing	NOUN
elements-9448	121	22	included	include	VERB
elements-9448	121	23	were	be	AUX
elements-9448	121	24	able	able	ADJ
elements-9448	121	25	to	to	PART
elements-9448	121	26	beat	beat	VERB
elements-9448	121	27	the	the	DET
elements-9448	121	28	logistic	logistic	ADJ
elements-9448	121	29	regression	regression	NOUN
elements-9448	121	30	benchmark	benchmark	NOUN
elements-9448	121	31	set	set	VERB
elements-9448	121	32	by	by	ADP
elements-9448	121	33	clark	clark	PROPN
elements-9448	121	34	,	,	PUNCT
elements-9448	121	35	the	the	DET
elements-9448	121	36	best	good	ADJ
elements-9448	121	37	model	model	NOUN
elements-9448	121	38	of	of	ADP
elements-9448	121	39	all	all	PRON
elements-9448	121	40	was	be	AUX
elements-9448	121	41	that	that	PRON
elements-9448	121	42	which	which	PRON
elements-9448	121	43	combined	combine	VERB
elements-9448	121	44	the	the	DET
elements-9448	121	45	predictions	prediction	NOUN
elements-9448	121	46	of	of	ADP
elements-9448	121	47	the	the	DET
elements-9448	121	48	top	top	ADJ
elements-9448	121	49	two	two	NUM
elements-9448	121	50	performers	performer	NOUN
elements-9448	121	51	.	.	PUNCT
elements-9448	122	1	why	why	SCONJ
elements-9448	122	2	does	do	AUX
elements-9448	122	3	this	this	DET
elements-9448	122	4	matter	matter	NOUN
elements-9448	122	5	?	?	PUNCT
elements-9448	123	1	i	i	PRON
elements-9448	123	2	present	present	VERB
elements-9448	123	3	two	two	NUM
elements-9448	123	4	scenarios	scenario	NOUN
elements-9448	123	5	to	to	PART
elements-9448	123	6	illustrate	illustrate	VERB
elements-9448	123	7	how	how	SCONJ
elements-9448	123	8	the	the	DET
elements-9448	123	9	analysis	analysis	NOUN
elements-9448	123	10	presented	present	VERB
elements-9448	123	11	may	may	AUX
elements-9448	123	12	be	be	AUX
elements-9448	123	13	relevant	relevant	ADJ
elements-9448	123	14	to	to	ADP
elements-9448	123	15	decision	decision	NOUN
elements-9448	123	16	-	-	PUNCT
elements-9448	123	17	making	making	NOUN
elements-9448	123	18	in	in	ADP
elements-9448	123	19	nfl	nfl	PROPN
elements-9448	123	20	games	games	PROPN
elements-9448	123	21	.	.	PUNCT
elements-9448	124	1	the	the	DET
elements-9448	124	2	first	first	ADJ
elements-9448	124	3	took	take	VERB
elements-9448	124	4	place	place	NOUN
elements-9448	124	5	on	on	ADP
elements-9448	124	6	january	january	PROPN
elements-9448	124	7	19	19	NUM
elements-9448	124	8	,	,	PUNCT
elements-9448	124	9	2002	2002	NUM
elements-9448	124	10	,	,	PUNCT
elements-9448	124	11	when	when	SCONJ
elements-9448	124	12	the	the	DET
elements-9448	124	13	new	new	ADJ
elements-9448	124	14	england	england	PROPN
elements-9448	124	15	patriots	patriot	NOUN
elements-9448	124	16	were	be	AUX
elements-9448	124	17	playing	play	VERB
elements-9448	124	18	the	the	DET
elements-9448	124	19	oakland	oakland	PROPN
elements-9448	124	20	raiders	raider	NOUN
elements-9448	124	21	in	in	ADP
elements-9448	124	22	the	the	DET
elements-9448	124	23	afc	afc	PROPN
elements-9448	124	24	divisional	divisional	ADJ
elements-9448	124	25	playoff	playoff	NOUN
elements-9448	124	26	game	game	NOUN
elements-9448	124	27	.	.	PUNCT
elements-9448	125	1	the	the	DET
elements-9448	125	2	patriots	patriot	NOUN
elements-9448	125	3	were	be	AUX
elements-9448	125	4	down	down	ADV
elements-9448	125	5	13	13	NUM
elements-9448	125	6	-	-	SYM
elements-9448	125	7	10	10	NUM
elements-9448	125	8	when	when	SCONJ
elements-9448	125	9	adam	adam	PROPN
elements-9448	125	10	vinatieri	vinatieri	PROPN
elements-9448	125	11	lined	line	VERB
elements-9448	125	12	up	up	ADP
elements-9448	125	13	for	for	ADP
elements-9448	125	14	a	a	DET
elements-9448	125	15	45	45	NUM
elements-9448	125	16	-	-	PUNCT
elements-9448	125	17	yard	yard	NOUN
elements-9448	125	18	attempt	attempt	NOUN
elements-9448	125	19	with	with	ADP
elements-9448	125	20	time	time	NOUN
elements-9448	125	21	running	run	VERB
elements-9448	125	22	low	low	ADJ
elements-9448	125	23	.	.	PUNCT
elements-9448	126	1	in	in	ADP
elements-9448	126	2	19	19	NUM
elements-9448	126	3	-	-	PUNCT
elements-9448	126	4	degree	degree	NOUN
elements-9448	126	5	weather	weather	NOUN
elements-9448	126	6	and	and	CCONJ
elements-9448	126	7	heavy	heavy	ADJ
elements-9448	126	8	snow	snow	NOUN
elements-9448	126	9	,	,	PUNCT
elements-9448	126	10	vinatieri	vinatieri	PROPN
elements-9448	126	11	’s	’s	PART
elements-9448	126	12	kick	kick	NOUN
elements-9448	126	13	went	go	VERB
elements-9448	126	14	through	through	ADP
elements-9448	126	15	the	the	DET
elements-9448	126	16	uprights	upright	NOUN
elements-9448	126	17	with	with	ADP
elements-9448	126	18	only	only	ADV
elements-9448	126	19	27	27	NUM
elements-9448	126	20	seconds	second	NOUN
elements-9448	126	21	left	leave	VERB
elements-9448	126	22	,	,	PUNCT
elements-9448	126	23	and	and	CCONJ
elements-9448	126	24	the	the	DET
elements-9448	126	25	patriots	patriot	NOUN
elements-9448	126	26	went	go	VERB
elements-9448	126	27	on	on	ADP
elements-9448	126	28	to	to	PART
elements-9448	126	29	win	win	VERB
elements-9448	126	30	the	the	DET
elements-9448	126	31	game	game	NOUN
elements-9448	126	32	in	in	ADP
elements-9448	126	33	overtime	overtime	NOUN
elements-9448	126	34	on	on	ADP
elements-9448	126	35	another	another	DET
elements-9448	126	36	vinatieri	vinatieri	ADJ
elements-9448	126	37	field	field	NOUN
elements-9448	126	38	goal	goal	NOUN
elements-9448	126	39	.	.	PUNCT
elements-9448	127	1	this	this	DET
elements-9448	127	2	snowy	snowy	ADJ
elements-9448	127	3	field	field	NOUN
elements-9448	127	4	goal	goal	NOUN
elements-9448	127	5	has	have	AUX
elements-9448	127	6	gone	go	VERB
elements-9448	127	7	down	down	ADP
elements-9448	127	8	in	in	ADP
elements-9448	127	9	nfl	nfl	PROPN
elements-9448	127	10	history	history	NOUN
elements-9448	127	11	as	as	ADP
elements-9448	127	12	one	one	NUM
elements-9448	127	13	of	of	ADP
elements-9448	127	14	the	the	DET
elements-9448	127	15	greatest	great	ADJ
elements-9448	127	16	clutch	clutch	ADJ
elements-9448	127	17	kicks	kick	NOUN
elements-9448	127	18	of	of	ADP
elements-9448	127	19	all	all	DET
elements-9448	127	20	time	time	NOUN
elements-9448	127	21	.	.	PUNCT
elements-9448	128	1	it	it	PRON
elements-9448	128	2	also	also	ADV
elements-9448	128	3	happens	happen	VERB
elements-9448	128	4	to	to	PART
elements-9448	128	5	be	be	AUX
elements-9448	128	6	an	an	DET
elements-9448	128	7	excellent	excellent	ADJ
elements-9448	128	8	example	example	NOUN
elements-9448	128	9	of	of	ADP
elements-9448	128	10	one	one	NUM
elements-9448	128	11	of	of	ADP
elements-9448	128	12	the	the	DET
elements-9448	128	13	worst	bad	ADJ
elements-9448	128	14	possible	possible	ADJ
elements-9448	128	15	conditions	condition	NOUN
elements-9448	128	16	to	to	PART
elements-9448	128	17	kick	kick	VERB
elements-9448	128	18	a	a	DET
elements-9448	128	19	field	field	NOUN
elements-9448	128	20	goal	goal	NOUN
elements-9448	128	21	in	in	ADV
elements-9448	128	22	,	,	PUNCT
elements-9448	128	23	showing	show	VERB
elements-9448	128	24	the	the	DET
elements-9448	128	25	need	need	NOUN
elements-9448	128	26	for	for	ADP
elements-9448	128	27	models	model	NOUN
elements-9448	128	28	such	such	ADJ
elements-9448	128	29	as	as	ADP
elements-9448	128	30	those	those	PRON
elements-9448	128	31	discussed	discuss	VERB
elements-9448	128	32	in	in	ADP
elements-9448	128	33	this	this	DET
elements-9448	128	34	paper	paper	NOUN
elements-9448	128	35	.	.	PUNCT
elements-9448	129	1	the	the	DET
elements-9448	129	2	probabilities	probability	NOUN
elements-9448	129	3	of	of	ADP
elements-9448	129	4	vinatieri	vinatieri	PROPN
elements-9448	129	5	’s	’s	PART
elements-9448	129	6	kick	kick	NOUN
elements-9448	129	7	going	go	VERB
elements-9448	129	8	in	in	ADP
elements-9448	129	9	had	have	VERB
elements-9448	129	10	the	the	DET
elements-9448	129	11	game	game	NOUN
elements-9448	129	12	been	be	AUX
elements-9448	129	13	in	in	ADP
elements-9448	129	14	oakland	oakland	PROPN
elements-9448	129	15	vs.	vs.	CCONJ
elements-9448	129	16	in	in	ADP
elements-9448	129	17	new	new	PROPN
elements-9448	129	18	england	england	PROPN
elements-9448	129	19	are	be	AUX
elements-9448	129	20	illustrated	illustrate	VERB
elements-9448	129	21	in	in	ADP
elements-9448	129	22	figure	figure	NOUN
elements-9448	129	23	11	11	NUM
elements-9448	129	24	.	.	PUNCT
elements-9448	130	1	had	have	AUX
elements-9448	130	2	the	the	DET
elements-9448	130	3	game	game	NOUN
elements-9448	130	4	taken	take	VERB
elements-9448	130	5	place	place	NOUN
elements-9448	130	6	in	in	ADP
elements-9448	130	7	oakland	oakland	NOUN
elements-9448	130	8	with	with	ADP
elements-9448	130	9	its	its	PRON
elements-9448	130	10	temperate	temperate	ADJ
elements-9448	130	11	climate	climate	NOUN
elements-9448	130	12	,	,	PUNCT
elements-9448	130	13	vinatieri	vinatieri	PROPN
elements-9448	130	14	’s	’s	PART
elements-9448	130	15	45	45	NUM
elements-9448	130	16	-	-	PUNCT
elements-9448	130	17	yard	yard	NOUN
elements-9448	130	18	attempt	attempt	NOUN
elements-9448	130	19	would	would	AUX
elements-9448	130	20	have	have	AUX
elements-9448	130	21	had	have	VERB
elements-9448	130	22	a	a	DET
elements-9448	130	23	very	very	ADV
elements-9448	130	24	reasonable	reasonable	ADJ
elements-9448	130	25	71	71	NUM
elements-9448	130	26	%	%	NOUN
elements-9448	130	27	likelihood	likelihood	NOUN
elements-9448	130	28	of	of	ADP
elements-9448	130	29	succeeding	succeed	VERB
elements-9448	130	30	.	.	PUNCT
elements-9448	131	1	in	in	ADP
elements-9448	131	2	the	the	DET
elements-9448	131	3	new	new	PROPN
elements-9448	131	4	england	england	PROPN
elements-9448	131	5	blizzard	blizzard	PROPN
elements-9448	131	6	,	,	PUNCT
elements-9448	131	7	however	however	ADV
elements-9448	131	8	,	,	PUNCT
elements-9448	131	9	it	it	PRON
elements-9448	131	10	had	have	VERB
elements-9448	131	11	much	much	ADJ
elements-9448	131	12	riskier	risky	ADJ
elements-9448	131	13	odds	odd	NOUN
elements-9448	131	14	,	,	PUNCT
elements-9448	131	15	at	at	ADP
elements-9448	131	16	54	54	NUM
elements-9448	131	17	%	%	NOUN
elements-9448	131	18	.	.	PUNCT
elements-9448	132	1	though	though	SCONJ
elements-9448	132	2	the	the	DET
elements-9448	132	3	kick	kick	NOUN
elements-9448	132	4	was	be	AUX
elements-9448	132	5	ultimately	ultimately	ADV
elements-9448	132	6	good	good	ADJ
elements-9448	132	7	,	,	PUNCT
elements-9448	132	8	this	this	DET
elements-9448	132	9	model	model	NOUN
elements-9448	132	10	goes	go	VERB
elements-9448	132	11	to	to	PART
elements-9448	132	12	show	show	VERB
elements-9448	132	13	just	just	ADV
elements-9448	132	14	how	how	SCONJ
elements-9448	132	15	high	high	ADJ
elements-9448	132	16	the	the	DET
elements-9448	132	17	stakes	stake	NOUN
elements-9448	132	18	were	be	AUX
elements-9448	132	19	that	that	DET
elements-9448	132	20	sunday	sunday	PROPN
elements-9448	132	21	afternoon	afternoon	NOUN
elements-9448	132	22	,	,	PUNCT
elements-9448	132	23	and	and	CCONJ
elements-9448	132	24	the	the	DET
elements-9448	132	25	amount	amount	NOUN
elements-9448	132	26	of	of	ADP
elements-9448	132	27	pressure	pressure	NOUN
elements-9448	132	28	that	that	PRON
elements-9448	132	29	vinatieri	vinatieri	PROPN
elements-9448	132	30	,	,	PUNCT
elements-9448	132	31	the	the	DET
elements-9448	132	32	coaching	coach	VERB
elements-9448	132	33	63	63	NUM
elements-9448	132	34	extra	extra	ADJ
elements-9448	132	35	point	point	NOUN
elements-9448	132	36	under	under	ADP
elements-9448	132	37	review	review	NOUN
elements-9448	132	38	staff	staff	NOUN
elements-9448	132	39	,	,	PUNCT
elements-9448	132	40	and	and	CCONJ
elements-9448	132	41	the	the	DET
elements-9448	132	42	new	new	PROPN
elements-9448	132	43	england	england	PROPN
elements-9448	132	44	fan	fan	PROPN
elements-9448	132	45	base	base	PROPN
elements-9448	132	46	must	must	AUX
elements-9448	132	47	have	have	AUX
elements-9448	132	48	felt	feel	VERB
elements-9448	132	49	as	as	SCONJ
elements-9448	132	50	they	they	PRON
elements-9448	132	51	waited	wait	VERB
elements-9448	132	52	for	for	ADP
elements-9448	132	53	the	the	DET
elements-9448	132	54	result	result	NOUN
elements-9448	132	55	.	.	PUNCT
elements-9448	133	1	the	the	DET
elements-9448	133	2	second	second	ADJ
elements-9448	133	3	situation	situation	NOUN
elements-9448	133	4	is	be	AUX
elements-9448	133	5	one	one	NUM
elements-9448	133	6	that	that	PRON
elements-9448	133	7	has	have	AUX
elements-9448	133	8	not	not	PART
elements-9448	133	9	happened	happen	VERB
elements-9448	133	10	yet	yet	ADV
elements-9448	133	11	,	,	PUNCT
elements-9448	133	12	but	but	CCONJ
elements-9448	133	13	one	one	NUM
elements-9448	133	14	that	that	PRON
elements-9448	133	15	every	every	DET
elements-9448	133	16	nfl	nfl	NOUN
elements-9448	133	17	coach	coach	NOUN
elements-9448	133	18	should	should	AUX
elements-9448	133	19	be	be	AUX
elements-9448	133	20	concerned	concerned	ADJ
elements-9448	133	21	about	about	ADP
elements-9448	133	22	:	:	PUNCT
elements-9448	133	23	a	a	DET
elements-9448	133	24	kicker	kicker	NOUN
elements-9448	133	25	’s	’s	PART
elements-9448	133	26	missed	miss	VERB
elements-9448	133	27	extra	extra	ADJ
elements-9448	133	28	point	point	NOUN
elements-9448	133	29	costing	cost	VERB
elements-9448	133	30	his	his	PRON
elements-9448	133	31	team	team	NOUN
elements-9448	133	32	the	the	DET
elements-9448	133	33	game	game	NOUN
elements-9448	133	34	.	.	PUNCT
elements-9448	134	1	moving	move	VERB
elements-9448	134	2	the	the	DET
elements-9448	134	3	extra	extra	ADJ
elements-9448	134	4	point	point	NOUN
elements-9448	134	5	back	back	ADV
elements-9448	134	6	13	13	NUM
elements-9448	134	7	yards	yard	NOUN
elements-9448	134	8	may	may	AUX
elements-9448	134	9	still	still	ADV
elements-9448	134	10	seem	seem	VERB
elements-9448	134	11	like	like	ADP
elements-9448	134	12	an	an	DET
elements-9448	134	13	easy	easy	ADJ
elements-9448	134	14	conversion	conversion	NOUN
elements-9448	134	15	,	,	PUNCT
elements-9448	134	16	being	be	AUX
elements-9448	134	17	a	a	DET
elements-9448	134	18	32	32	NUM
elements-9448	134	19	-	-	PUNCT
elements-9448	134	20	yard	yard	NOUN
elements-9448	134	21	attempt	attempt	NOUN
elements-9448	134	22	,	,	PUNCT
elements-9448	134	23	but	but	CCONJ
elements-9448	134	24	as	as	SCONJ
elements-9448	134	25	these	these	DET
elements-9448	134	26	models	model	NOUN
elements-9448	134	27	show	show	VERB
elements-9448	134	28	,	,	PUNCT
elements-9448	134	29	there	there	PRON
elements-9448	134	30	is	be	VERB
elements-9448	134	31	a	a	DET
elements-9448	134	32	noticeable	noticeable	ADJ
elements-9448	134	33	decline	decline	NOUN
elements-9448	134	34	in	in	ADP
elements-9448	134	35	the	the	DET
elements-9448	134	36	probability	probability	NOUN
elements-9448	134	37	of	of	ADP
elements-9448	134	38	success	success	NOUN
elements-9448	134	39	in	in	ADP
elements-9448	134	40	going	go	VERB
elements-9448	134	41	from	from	ADP
elements-9448	134	42	a	a	DET
elements-9448	134	43	19	19	NUM
elements-9448	134	44	to	to	ADP
elements-9448	134	45	a	a	DET
elements-9448	134	46	32	32	NUM
elements-9448	134	47	-	-	PUNCT
elements-9448	134	48	yard	yard	NOUN
elements-9448	134	49	kick	kick	NOUN
elements-9448	134	50	.	.	PUNCT
elements-9448	135	1	the	the	DET
elements-9448	135	2	result	result	NOUN
elements-9448	135	3	of	of	ADP
elements-9448	135	4	this	this	DET
elements-9448	135	5	decreased	decrease	VERB
elements-9448	135	6	likelihood	likelihood	NOUN
elements-9448	135	7	was	be	AUX
elements-9448	135	8	seen	see	VERB
elements-9448	135	9	across	across	ADP
elements-9448	135	10	the	the	DET
elements-9448	135	11	league	league	NOUN
elements-9448	135	12	this	this	DET
elements-9448	135	13	season	season	NOUN
elements-9448	135	14	,	,	PUNCT
elements-9448	135	15	with	with	ADP
elements-9448	135	16	extra	extra	ADJ
elements-9448	135	17	point	point	NOUN
elements-9448	135	18	conversion	conversion	NOUN
elements-9448	135	19	percentages	percentage	NOUN
elements-9448	135	20	decreasing	decrease	VERB
elements-9448	135	21	from	from	ADP
elements-9448	135	22	99.6	99.6	NUM
elements-9448	135	23	to	to	PART
elements-9448	135	24	roughly	roughly	ADV
elements-9448	135	25	95	95	NUM
elements-9448	135	26	percent	percent	NOUN
elements-9448	135	27	with	with	ADP
elements-9448	135	28	the	the	DET
elements-9448	135	29	implementation	implementation	NOUN
elements-9448	135	30	of	of	ADP
elements-9448	135	31	the	the	DET
elements-9448	135	32	new	new	ADJ
elements-9448	135	33	rule	rule	NOUN
elements-9448	135	34	.	.	PUNCT
elements-9448	136	1	while	while	SCONJ
elements-9448	136	2	nobody	nobody	PRON
elements-9448	136	3	has	have	AUX
elements-9448	136	4	lost	lose	VERB
elements-9448	136	5	a	a	DET
elements-9448	136	6	game	game	NOUN
elements-9448	136	7	due	due	ADP
elements-9448	136	8	to	to	ADP
elements-9448	136	9	this	this	DET
elements-9448	136	10	rule	rule	NOUN
elements-9448	136	11	change	change	NOUN
elements-9448	136	12	just	just	ADV
elements-9448	136	13	yet	yet	ADV
elements-9448	136	14	,	,	PUNCT
elements-9448	136	15	this	this	DET
elements-9448	136	16	new	new	ADJ
elements-9448	136	17	area	area	NOUN
elements-9448	136	18	of	of	ADP
elements-9448	136	19	risk	risk	NOUN
elements-9448	136	20	is	be	AUX
elements-9448	136	21	a	a	DET
elements-9448	136	22	perfect	perfect	ADJ
elements-9448	136	23	example	example	NOUN
elements-9448	136	24	of	of	ADP
elements-9448	136	25	the	the	DET
elements-9448	136	26	importance	importance	NOUN
elements-9448	136	27	of	of	ADP
elements-9448	136	28	understanding	understand	VERB
elements-9448	136	29	field	field	NOUN
elements-9448	136	30	goal	goal	NOUN
elements-9448	136	31	likelihoods	likelihood	NOUN
elements-9448	136	32	for	for	ADP
elements-9448	136	33	making	make	VERB
elements-9448	136	34	effective	effective	ADJ
elements-9448	136	35	coaching	coaching	NOUN
elements-9448	136	36	decisions	decision	NOUN
elements-9448	136	37	.	.	PUNCT
elements-9448	137	1	this	this	DET
elements-9448	137	2	increased	increase	VERB
elements-9448	137	3	risk	risk	NOUN
elements-9448	137	4	will	will	AUX
elements-9448	137	5	make	make	VERB
elements-9448	137	6	two	two	NUM
elements-9448	137	7	-	-	PUNCT
elements-9448	137	8	point	point	NOUN
elements-9448	137	9	conversion	conversion	NOUN
elements-9448	137	10	attempts	attempt	NOUN
elements-9448	137	11	increasingly	increasingly	ADV
elements-9448	137	12	appropriate	appropriate	ADJ
elements-9448	137	13	in	in	ADP
elements-9448	137	14	the	the	DET
elements-9448	137	15	nfl	nfl	PROPN
elements-9448	137	16	.	.	PUNCT
elements-9448	138	1	as	as	SCONJ
elements-9448	138	2	is	be	AUX
elements-9448	138	3	seen	see	VERB
elements-9448	138	4	in	in	ADP
elements-9448	138	5	these	these	DET
elements-9448	138	6	two	two	NUM
elements-9448	138	7	scenarios	scenario	NOUN
elements-9448	138	8	,	,	PUNCT
elements-9448	138	9	understanding	understand	VERB
elements-9448	138	10	field	field	NOUN
elements-9448	138	11	goal	goal	NOUN
elements-9448	138	12	conversion	conversion	NOUN
elements-9448	138	13	likelihoods	likelihood	NOUN
elements-9448	138	14	is	be	AUX
elements-9448	138	15	crucial	crucial	ADJ
elements-9448	138	16	to	to	ADP
elements-9448	138	17	a	a	DET
elements-9448	138	18	coach	coach	NOUN
elements-9448	138	19	’s	’s	PART
elements-9448	138	20	decision	decision	NOUN
elements-9448	138	21	-	-	PUNCT
elements-9448	138	22	making	make	VERB
elements-9448	138	23	process	process	NOUN
elements-9448	138	24	.	.	PUNCT
elements-9448	139	1	understanding	understand	VERB
elements-9448	139	2	not	not	PART
elements-9448	139	3	only	only	ADV
elements-9448	139	4	that	that	DET
elements-9448	139	5	distance	distance	NOUN
elements-9448	139	6	,	,	PUNCT
elements-9448	139	7	climate	climate	NOUN
elements-9448	139	8	factors	factor	NOUN
elements-9448	139	9	,	,	PUNCT
elements-9448	139	10	and	and	CCONJ
elements-9448	139	11	situational	situational	ADJ
elements-9448	139	12	pressure	pressure	NOUN
elements-9448	139	13	have	have	VERB
elements-9448	139	14	tangible	tangible	ADJ
elements-9448	139	15	impacts	impact	NOUN
elements-9448	139	16	on	on	ADP
elements-9448	139	17	field	field	NOUN
elements-9448	139	18	goal	goal	NOUN
elements-9448	139	19	success	success	NOUN
elements-9448	139	20	likelihoods	likelihood	VERB
elements-9448	139	21	,	,	PUNCT
elements-9448	139	22	but	but	CCONJ
elements-9448	139	23	also	also	ADV
elements-9448	139	24	to	to	ADP
elements-9448	139	25	what	what	DET
elements-9448	139	26	extent	extent	NOUN
elements-9448	139	27	they	they	PRON
elements-9448	139	28	do	do	AUX
elements-9448	139	29	,	,	PUNCT
elements-9448	139	30	could	could	AUX
elements-9448	139	31	make	make	VERB
elements-9448	139	32	all	all	DET
elements-9448	139	33	the	the	DET
elements-9448	139	34	difference	difference	NOUN
elements-9448	139	35	in	in	ADP
elements-9448	139	36	weighing	weigh	VERB
elements-9448	139	37	the	the	DET
elements-9448	139	38	risk	risk	NOUN
elements-9448	139	39	and	and	CCONJ
elements-9448	139	40	potential	potential	ADJ
elements-9448	139	41	reward	reward	NOUN
elements-9448	139	42	of	of	ADP
elements-9448	139	43	a	a	DET
elements-9448	139	44	crucial	crucial	ADJ
elements-9448	139	45	coaching	coaching	NOUN
elements-9448	139	46	decision	decision	NOUN
elements-9448	139	47	.	.	PUNCT
elements-9448	140	1	figure	figure	NOUN
elements-9448	140	2	11	11	NUM
elements-9448	140	3	:	:	PUNCT
elements-9448	140	4	impact	impact	NOUN
elements-9448	140	5	of	of	ADP
elements-9448	140	6	weather	weather	NOUN
elements-9448	140	7	conditions	condition	NOUN
elements-9448	140	8	on	on	ADP
elements-9448	140	9	the	the	DET
elements-9448	140	10	snow	snow	NOUN
elements-9448	140	11	bowl	bowl	NOUN
elements-9448	140	12	game	game	NOUN
elements-9448	140	13	.	.	PUNCT
elements-9448	141	1	to	to	PART
elements-9448	141	2	conclude	conclude	VERB
elements-9448	141	3	,	,	PUNCT
elements-9448	141	4	this	this	DET
elements-9448	141	5	study	study	NOUN
elements-9448	141	6	has	have	VERB
elements-9448	141	7	two	two	NUM
elements-9448	141	8	main	main	ADJ
elements-9448	141	9	findings	finding	NOUN
elements-9448	141	10	:	:	PUNCT
elements-9448	141	11	first	first	ADV
elements-9448	141	12	,	,	PUNCT
elements-9448	141	13	that	that	SCONJ
elements-9448	141	14	field	field	NOUN
elements-9448	141	15	goals	goal	NOUN
elements-9448	141	16	follow	follow	VERB
elements-9448	141	17	predictable	predictable	ADJ
elements-9448	141	18	patterns	pattern	NOUN
elements-9448	141	19	,	,	PUNCT
elements-9448	141	20	allowing	allow	VERB
elements-9448	141	21	their	their	PRON
elements-9448	141	22	probabilities	probability	NOUN
elements-9448	141	23	of	of	ADP
elements-9448	141	24	success	success	NOUN
elements-9448	141	25	to	to	PART
elements-9448	141	26	be	be	AUX
elements-9448	141	27	modeled	model	VERB
elements-9448	141	28	to	to	ADP
elements-9448	141	29	a	a	DET
elements-9448	141	30	useful	useful	ADJ
elements-9448	141	31	degree	degree	NOUN
elements-9448	141	32	.	.	PUNCT
elements-9448	142	1	this	this	DET
elements-9448	142	2	can	can	AUX
elements-9448	142	3	and	and	CCONJ
elements-9448	142	4	should	should	AUX
elements-9448	142	5	be	be	AUX
elements-9448	142	6	taken	take	VERB
elements-9448	142	7	into	into	ADP
elements-9448	142	8	consideration	consideration	NOUN
elements-9448	142	9	by	by	ADP
elements-9448	142	10	coaching	coach	VERB
elements-9448	142	11	staffs	staff	NOUN
elements-9448	142	12	during	during	ADP
elements-9448	142	13	their	their	PRON
elements-9448	142	14	evaluations	evaluation	NOUN
elements-9448	142	15	of	of	ADP
elements-9448	142	16	game	game	NOUN
elements-9448	142	17	time	time	NOUN
elements-9448	142	18	decisions	decision	NOUN
elements-9448	142	19	.	.	PUNCT
elements-9448	143	1	second	second	ADJ
elements-9448	143	2	,	,	PUNCT
elements-9448	143	3	that	that	PRON
elements-9448	143	4	good	good	ADJ
elements-9448	143	5	kickers	kicker	NOUN
elements-9448	143	6	really	really	ADV
elements-9448	143	7	do	do	AUX
elements-9448	143	8	matter	matter	NOUN
elements-9448	143	9	.	.	PUNCT
elements-9448	144	1	finding	find	VERB
elements-9448	144	2	a	a	DET
elements-9448	144	3	great	great	ADJ
elements-9448	144	4	one	one	NUM
elements-9448	144	5	like	like	ADP
elements-9448	144	6	rob	rob	PROPN
elements-9448	144	7	bironas	bironas	PROPN
elements-9448	144	8	or	or	CCONJ
elements-9448	144	9	sebastian	sebastian	PROPN
elements-9448	144	10	janikowski	janikowski	PROPN
elements-9448	144	11	can	can	AUX
elements-9448	144	12	make	make	VERB
elements-9448	144	13	all	all	DET
elements-9448	144	14	the	the	DET
elements-9448	144	15	difference	difference	NOUN
elements-9448	144	16	in	in	ADP
elements-9448	144	17	a	a	DET
elements-9448	144	18	16	16	NUM
elements-9448	144	19	-	-	PUNCT
elements-9448	144	20	game	game	NOUN
elements-9448	144	21	season	season	NOUN
elements-9448	144	22	where	where	SCONJ
elements-9448	144	23	playoff	playoff	NOUN
elements-9448	144	24	outcomes	outcome	NOUN
elements-9448	144	25	are	be	AUX
elements-9448	144	26	not	not	PART
elements-9448	144	27	determined	determined	ADJ
elements-9448	144	28	until	until	ADP
elements-9448	144	29	the	the	DET
elements-9448	144	30	very	very	ADV
elements-9448	144	31	last	last	ADJ
elements-9448	144	32	week	week	NOUN
elements-9448	144	33	,	,	PUNCT
elements-9448	144	34	or	or	CCONJ
elements-9448	144	35	in	in	ADP
elements-9448	144	36	a	a	DET
elements-9448	144	37	playoff	playoff	NOUN
elements-9448	144	38	game	game	NOUN
elements-9448	144	39	where	where	SCONJ
elements-9448	144	40	a	a	DET
elements-9448	144	41	single	single	ADJ
elements-9448	144	42	point	point	NOUN
elements-9448	144	43	-	-	PUNCT
elements-9448	144	44	added	add	VERB
elements-9448	144	45	above	above	ADP
elements-9448	144	46	average	average	ADJ
elements-9448	144	47	replacement	replacement	NOUN
elements-9448	144	48	is	be	AUX
elements-9448	144	49	all	all	PRON
elements-9448	144	50	that	that	PRON
elements-9448	144	51	stands	stand	VERB
elements-9448	144	52	between	between	ADP
elements-9448	144	53	being	be	AUX
elements-9448	144	54	a	a	DET
elements-9448	144	55	runner	runner	NOUN
elements-9448	144	56	-	-	PUNCT
elements-9448	144	57	up	up	NOUN
elements-9448	144	58	and	and	CCONJ
elements-9448	144	59	a	a	DET
elements-9448	144	60	super	super	ADJ
elements-9448	144	61	bowl	bowl	NOUN
elements-9448	144	62	champion	champion	NOUN
elements-9448	144	63	.	.	PUNCT
elements-9448	145	1	while	while	SCONJ
elements-9448	145	2	baseball	baseball	NOUN
elements-9448	145	3	has	have	AUX
elements-9448	145	4	been	be	AUX
elements-9448	145	5	thoroughly	thoroughly	ADV
elements-9448	145	6	transformed	transform	VERB
elements-9448	145	7	by	by	ADP
elements-9448	145	8	sabermetrics	sabermetric	NOUN
elements-9448	145	9	and	and	CCONJ
elements-9448	145	10	the	the	DET
elements-9448	145	11	moneyball	moneyball	PROPN
elements-9448	145	12	revolution	revolution	PROPN
elements-9448	145	13	,	,	PUNCT
elements-9448	145	14	football	football	NOUN
elements-9448	145	15	still	still	ADV
elements-9448	145	16	has	have	VERB
elements-9448	145	17	a	a	DET
elements-9448	145	18	way	way	NOUN
elements-9448	145	19	to	to	PART
elements-9448	145	20	go	go	VERB
elements-9448	145	21	in	in	ADP
elements-9448	145	22	its	its	PRON
elements-9448	145	23	acceptance	acceptance	NOUN
elements-9448	145	24	of	of	ADP
elements-9448	145	25	statistics	statistic	NOUN
elements-9448	145	26	as	as	ADP
elements-9448	145	27	the	the	DET
elements-9448	145	28	governing	govern	VERB
elements-9448	145	29	dynamics	dynamic	NOUN
elements-9448	145	30	of	of	ADP
elements-9448	145	31	certain	certain	ADJ
elements-9448	145	32	aspects	aspect	NOUN
elements-9448	145	33	of	of	ADP
elements-9448	145	34	play	play	NOUN
elements-9448	145	35	,	,	PUNCT
elements-9448	145	36	given	give	VERB
elements-9448	145	37	its	its	PRON
elements-9448	145	38	smaller	small	ADJ
elements-9448	145	39	sample	sample	NOUN
elements-9448	145	40	sizes	size	NOUN
elements-9448	145	41	because	because	SCONJ
elements-9448	145	42	of	of	ADP
elements-9448	145	43	its	its	PRON
elements-9448	145	44	16	16	NUM
elements-9448	145	45	-	-	PUNCT
elements-9448	145	46	game	game	NOUN
elements-9448	145	47	seasons	season	NOUN
elements-9448	145	48	.	.	PUNCT
elements-9448	146	1	field	field	NOUN
elements-9448	146	2	goal	goal	NOUN
elements-9448	146	3	kicking	kicking	NOUN
elements-9448	146	4	,	,	PUNCT
elements-9448	146	5	however	however	ADV
elements-9448	146	6	,	,	PUNCT
elements-9448	146	7	being	be	AUX
elements-9448	146	8	the	the	DET
elements-9448	146	9	isolated	isolated	ADJ
elements-9448	146	10	component	component	NOUN
elements-9448	146	11	of	of	ADP
elements-9448	146	12	play	play	NOUN
elements-9448	146	13	that	that	SCONJ
elements-9448	146	14	it	it	PRON
elements-9448	146	15	is	be	AUX
elements-9448	146	16	,	,	PUNCT
elements-9448	146	17	has	have	VERB
elements-9448	146	18	the	the	DET
elements-9448	146	19	potential	potential	NOUN
elements-9448	146	20	to	to	PART
elements-9448	146	21	be	be	AUX
elements-9448	146	22	one	one	NUM
elements-9448	146	23	of	of	ADP
elements-9448	146	24	the	the	DET
elements-9448	146	25	first	first	ADJ
elements-9448	146	26	great	great	ADJ
elements-9448	146	27	leaps	leap	NOUN
elements-9448	146	28	in	in	ADP
elements-9448	146	29	the	the	DET
elements-9448	146	30	quantification	quantification	NOUN
elements-9448	146	31	of	of	ADP
elements-9448	146	32	the	the	DET
elements-9448	146	33	ways	way	NOUN
elements-9448	146	34	that	that	PRON
elements-9448	146	35	coaches	coach	NOUN
elements-9448	146	36	,	,	PUNCT
elements-9448	146	37	scouts	scout	NOUN
elements-9448	146	38	and	and	CCONJ
elements-9448	146	39	fans	fan	NOUN
elements-9448	146	40	view	view	VERB
elements-9448	146	41	the	the	DET
elements-9448	146	42	game	game	NOUN
elements-9448	146	43	.	.	PUNCT
elements-9448	147	1	through	through	ADP
elements-9448	147	2	the	the	DET
elements-9448	147	3	acceptance	acceptance	NOUN
elements-9448	147	4	of	of	ADP
elements-9448	147	5	methods	method	NOUN
elements-9448	147	6	and	and	CCONJ
elements-9448	147	7	models	model	NOUN
elements-9448	147	8	such	such	ADJ
elements-9448	147	9	as	as	ADP
elements-9448	147	10	those	those	PRON
elements-9448	147	11	discussed	discuss	VERB
elements-9448	147	12	in	in	ADP
elements-9448	147	13	this	this	DET
elements-9448	147	14	paper	paper	NOUN
elements-9448	147	15	,	,	PUNCT
elements-9448	147	16	nfl	nfl	PROPN
elements-9448	147	17	organizations	organization	NOUN
elements-9448	147	18	can	can	AUX
elements-9448	147	19	make	make	VERB
elements-9448	147	20	great	great	ADJ
elements-9448	147	21	strides	stride	NOUN
elements-9448	147	22	in	in	ADP
elements-9448	147	23	improving	improve	VERB
elements-9448	147	24	their	their	PRON
elements-9448	147	25	abilities	ability	NOUN
elements-9448	147	26	to	to	PART
elements-9448	147	27	make	make	VERB
elements-9448	147	28	data	datum	NOUN
elements-9448	147	29	-	-	PUNCT
elements-9448	147	30	informed	inform	VERB
elements-9448	147	31	decisions	decision	NOUN
elements-9448	147	32	and	and	CCONJ
elements-9448	147	33	maximize	maximize	VERB
elements-9448	147	34	the	the	DET
elements-9448	147	35	potential	potential	ADJ
elements-9448	147	36	values	value	NOUN
elements-9448	147	37	of	of	ADP
elements-9448	147	38	their	their	PRON
elements-9448	147	39	rosters	roster	NOUN
elements-9448	147	40	.	.	PUNCT
elements-9448	148	1	game	game	NOUN
elements-9448	148	2	at	at	ADP
elements-9448	148	3	oak	oak	NOUN
elements-9448	148	4	game	game	NOUN
elements-9448	148	5	at	at	ADP
elements-9448	148	6	ne64	ne64	PROPN
elements-9448	148	7	elements	element	NOUN
elements-9448	148	8	:	:	PUNCT
elements-9448	148	9	:	:	PUNCT
elements-9448	148	10	fall	fall	VERB
elements-9448	148	11	2016	2016	NUM
elements-9448	148	12	exhibit	exhibit	VERB
elements-9448	148	13	a	a	DET
elements-9448	148	14	:	:	PUNCT
elements-9448	148	15	league	league	NOUN
elements-9448	148	16	-	-	PUNCT
elements-9448	148	17	wide	wide	ADV
elements-9448	148	18	fg%	fg%	ADJ
elements-9448	148	19	by	by	ADP
elements-9448	148	20	distance	distance	NOUN
elements-9448	148	21	,	,	PUNCT
elements-9448	148	22	2000	2000	NUM
elements-9448	148	23	-	-	SYM
elements-9448	148	24	2013	2013	NUM
elements-9448	148	25	exhibit	exhibit	NOUN
elements-9448	148	26	b1	b1	NOUN
elements-9448	148	27	:	:	PUNCT
elements-9448	148	28	effects	effect	NOUN
elements-9448	148	29	of	of	ADP
elements-9448	148	30	parameter	parameter	NOUN
elements-9448	148	31	changes	change	NOUN
elements-9448	148	32	—	—	PUNCT
elements-9448	148	33	wind	wind	NOUN
elements-9448	148	34	speed	speed	NOUN
elements-9448	148	35	effect	effect	NOUN
elements-9448	148	36	exhibit	exhibit	NOUN
elements-9448	148	37	b2	b2	NOUN
elements-9448	148	38	:	:	PUNCT
elements-9448	148	39	effects	effect	NOUN
elements-9448	148	40	of	of	ADP
elements-9448	148	41	parameter	parameter	NOUN
elements-9448	148	42	changes	change	NOUN
elements-9448	148	43	—	—	PUNCT
elements-9448	148	44	turf	turf	NOUN
elements-9448	148	45	effect	effect	NOUN
elements-9448	148	46	exhibit	exhibit	NOUN
elements-9448	148	47	b3	b3	NOUN
elements-9448	148	48	:	:	PUNCT
elements-9448	148	49	effects	effect	NOUN
elements-9448	148	50	of	of	ADP
elements-9448	148	51	parameter	parameter	NOUN
elements-9448	148	52	changes	change	NOUN
elements-9448	148	53	—	—	PUNCT
elements-9448	148	54	precipitation	precipitation	NOUN
elements-9448	148	55	effect	effect	NOUN
elements-9448	148	56	appendix	appendix	VERB
elements-9448	148	57	turf	turf	NOUN
elements-9448	148	58	not	not	PART
elements-9448	148	59	turf	turf	NOUN
elements-9448	148	60	not	not	PART
elements-9448	148	61	windy	windy	ADV
elements-9448	148	62	windy	windy	ADJ
elements-9448	149	1	no	no	DET
elements-9448	149	2	precipitation	precipitation	NOUN
elements-9448	149	3	precipitation	precipitation	NOUN
elements-9448	149	4	65	65	NUM
elements-9448	149	5	extra	extra	ADJ
elements-9448	149	6	point	point	NOUN
elements-9448	149	7	under	under	ADP
elements-9448	149	8	review	review	NOUN
elements-9448	149	9	exhibit	exhibit	NOUN
elements-9448	149	10	b4	b4	NOUN
elements-9448	149	11	:	:	PUNCT
elements-9448	149	12	effects	effect	NOUN
elements-9448	149	13	of	of	ADP
elements-9448	149	14	parameter	parameter	NOUN
elements-9448	149	15	changes	change	NOUN
elements-9448	149	16	—	—	PUNCT
elements-9448	149	17	icing	ice	VERB
elements-9448	149	18	the	the	DET
elements-9448	149	19	kicker	kicker	NOUN
elements-9448	149	20	exhibit	exhibit	NOUN
elements-9448	149	21	b5	b5	PROPN
elements-9448	149	22	:	:	PUNCT
elements-9448	149	23	effects	effect	NOUN
elements-9448	149	24	of	of	ADP
elements-9448	149	25	parameter	parameter	NOUN
elements-9448	149	26	changes	change	NOUN
elements-9448	149	27	—	—	PUNCT
elements-9448	149	28	milehigh	milehigh	NOUN
elements-9448	149	29	effect	effect	NOUN
elements-9448	149	30	exhibit	exhibit	NOUN
elements-9448	149	31	b6	b6	NOUN
elements-9448	149	32	:	:	PUNCT
elements-9448	149	33	effects	effect	NOUN
elements-9448	149	34	of	of	ADP
elements-9448	149	35	parameter	parameter	NOUN
elements-9448	149	36	changes	change	NOUN
elements-9448	149	37	—	—	PUNCT
elements-9448	149	38	cold	cold	ADJ
elements-9448	149	39	weather	weather	NOUN
elements-9448	149	40	effect	effect	NOUN
elements-9448	149	41	exhibit	exhibit	VERB
elements-9448	149	42	c	c	NOUN
elements-9448	149	43	:	:	PUNCT
elements-9448	149	44	original	original	ADJ
elements-9448	149	45	study	study	NOUN
elements-9448	149	46	coefficients	coefficient	NOUN
elements-9448	149	47	.	.	PUNCT
elements-9448	150	1	iced	ice	VERB
elements-9448	150	2	not	not	PART
elements-9448	150	3	iced	ice	VERB
elements-9448	150	4	cold	cold	ADJ
elements-9448	150	5	not	not	PART
elements-9448	150	6	cold	cold	ADJ
elements-9448	150	7	played	play	VERB
elements-9448	150	8	elsewhere	elsewhere	ADV
elements-9448	150	9	game	game	NOUN
elements-9448	150	10	played	play	VERB
elements-9448	150	11	in	in	ADP
elements-9448	150	12	denver	denver	PROPN
elements-9448	150	13	66	66	NUM
elements-9448	150	14	elements	element	NOUN
elements-9448	150	15	:	:	PUNCT
elements-9448	150	16	:	:	PUNCT
elements-9448	150	17	fall	fall	VERB
elements-9448	150	18	2016	2016	NUM
elements-9448	150	19	exhibit	exhibit	NOUN
elements-9448	150	20	d	d	NOUN
elements-9448	150	21	:	:	PUNCT
elements-9448	150	22	probability	probability	NOUN
elements-9448	150	23	predictions	prediction	NOUN
elements-9448	150	24	from	from	ADP
elements-9448	150	25	logistic	logistic	ADJ
elements-9448	150	26	model	model	NOUN
elements-9448	150	27	2	2	NUM
elements-9448	150	28	endnotes	endnote	NOUN
elements-9448	150	29	1	1	NUM
elements-9448	150	30	.	.	PUNCT
elements-9448	151	1	torin	torin	PROPN
elements-9448	151	2	,	,	PUNCT
elements-9448	151	3	johnson	johnson	PROPN
elements-9448	151	4	,	,	PUNCT
elements-9448	151	5	and	and	CCONJ
elements-9448	151	6	stimpson	stimpson	PROPN
elements-9448	151	7	,	,	PUNCT
elements-9448	151	8	“	"	PUNCT
elements-9448	151	9	going	go	VERB
elements-9448	151	10	for	for	ADP
elements-9448	151	11	three	three	NUM
elements-9448	151	12	:	:	PUNCT
elements-9448	151	13	predicting	predict	VERB
elements-9448	151	14	the	the	DET
elements-9448	151	15	likelihood	likelihood	NOUN
elements-9448	151	16	of	of	ADP
elements-9448	151	17	field	field	NOUN
elements-9448	151	18	goal	goal	NOUN
elements-9448	151	19	success	success	NOUN
elements-9448	151	20	with	with	ADP
elements-9448	151	21	logistic	logistic	ADJ
elements-9448	151	22	regression	regression	NOUN
elements-9448	151	23	.	.	PUNCT
elements-9448	151	24	”	"	PUNCT
elements-9448	152	1	2	2	NUM
elements-9448	152	2	.	.	X
elements-9448	152	3	affordable	affordable	PROPN
elements-9448	152	4	nfl	nfl	PROPN
elements-9448	152	5	data	data	PROPN
elements-9448	152	6	plans	plan	NOUN
elements-9448	152	7	,	,	PUNCT
elements-9448	152	8	armchair	armchair	NOUN
elements-9448	152	9	analysis	analysis	NOUN
elements-9448	152	10	.	.	PUNCT
elements-9448	153	1	3	3	X
elements-9448	153	2	.	.	X
elements-9448	153	3	brian	brian	PROPN
elements-9448	153	4	,	,	PUNCT
elements-9448	153	5	“	"	PUNCT
elements-9448	153	6	altitude	altitude	NOUN
elements-9448	153	7	and	and	CCONJ
elements-9448	153	8	field	field	NOUN
elements-9448	153	9	goals	goal	NOUN
elements-9448	153	10	.	.	PUNCT
elements-9448	153	11	”	"	PUNCT
elements-9448	154	1	4	4	NUM
elements-9448	154	2	.	.	X
elements-9448	154	3	torin	torin	PROPN
elements-9448	154	4	,	,	PUNCT
elements-9448	154	5	johnson	johnson	PROPN
elements-9448	154	6	,	,	PUNCT
elements-9448	154	7	and	and	CCONJ
elements-9448	154	8	stimpson	stimpson	PROPN
elements-9448	154	9	,	,	PUNCT
elements-9448	154	10	“	"	PUNCT
elements-9448	154	11	going	go	VERB
elements-9448	154	12	for	for	ADP
elements-9448	154	13	three	three	NUM
elements-9448	154	14	:	:	PUNCT
elements-9448	154	15	predicting	predict	VERB
elements-9448	154	16	the	the	DET
elements-9448	154	17	likelihood	likelihood	NOUN
elements-9448	154	18	of	of	ADP
elements-9448	154	19	field	field	NOUN
elements-9448	154	20	goal	goal	NOUN
elements-9448	154	21	success	success	NOUN
elements-9448	154	22	with	with	ADP
elements-9448	154	23	logistic	logistic	ADJ
elements-9448	154	24	regression	regression	NOUN
elements-9448	154	25	.	.	PUNCT
elements-9448	154	26	”	"	PUNCT
elements-9448	155	1	nfl.com	nfl.com	X
elements-9448	155	2	.	.	PUNCT
elements-9448	155	3	,”stephen	,”stephen	PUNCT
elements-9448	155	4	gostkowski	gostkowski	NOUN
elements-9448	155	5	.	.	PUNCT
elements-9448	155	6	”	"	PUNCT
elements-9448	156	1	5	5	NUM
elements-9448	156	2	.	.	PUNCT
elements-9448	156	3	matt	matt	PROPN
elements-9448	156	4	,	,	PUNCT
elements-9448	156	5	“	"	PUNCT
elements-9448	156	6	a	a	DET
elements-9448	156	7	step	step	NOUN
elements-9448	156	8	by	by	ADP
elements-9448	156	9	step	step	NOUN
elements-9448	156	10	backpropagation	backpropagation	NOUN
elements-9448	156	11	example	example	NOUN
elements-9448	156	12	,	,	PUNCT
elements-9448	156	13	”	"	PUNCT
elements-9448	156	14	march	march	PROPN
elements-9448	156	15	17	17	NUM
elements-9448	156	16	,	,	PUNCT
elements-9448	156	17	2015	2015	NUM
elements-9448	156	18	.	.	PUNCT
elements-9448	157	1	references	reference	NOUN
elements-9448	157	2	clark	clark	PROPN
elements-9448	157	3	,	,	PUNCT
elements-9448	157	4	torin	torin	PROPN
elements-9448	157	5	,	,	PUNCT
elements-9448	157	6	aaron	aaron	PROPN
elements-9448	157	7	johnson	johnson	PROPN
elements-9448	157	8	,	,	PUNCT
elements-9448	157	9	and	and	CCONJ
elements-9448	157	10	alexander	alexander	PROPN
elements-9448	157	11	stimpson	stimpson	PROPN
elements-9448	157	12	.	.	PUNCT
elements-9448	158	1	“	"	PUNCT
elements-9448	158	2	going	go	VERB
elements-9448	158	3	for	for	ADP
elements-9448	158	4	three	three	NUM
elements-9448	158	5	:	:	PUNCT
elements-9448	158	6	predicting	predict	VERB
elements-9448	158	7	the	the	DET
elements-9448	158	8	likelihood	likelihood	NOUN
elements-9448	158	9	of	of	ADP
elements-9448	158	10	field	field	NOUN
elements-9448	158	11	goal	goal	NOUN
elements-9448	158	12	success	success	NOUN
elements-9448	158	13	with	with	ADP
elements-9448	158	14	logistic	logistic	ADJ
elements-9448	158	15	regression	regression	NOUN
elements-9448	158	16	.	.	PUNCT
elements-9448	158	17	”	"	PUNCT
elements-9448	159	1	mit	mit	PROPN
elements-9448	159	2	sloan	sloan	PROPN
elements-9448	159	3	sports	sport	NOUN
elements-9448	159	4	analytics	analytic	NOUN
elements-9448	159	5	conference	conference	NOUN
elements-9448	159	6	(	(	PUNCT
elements-9448	159	7	2013	2013	NUM
elements-9448	159	8	)	)	PUNCT
elements-9448	159	9	.	.	PUNCT
elements-9448	160	1	accessed	access	VERB
elements-9448	160	2	january	january	PROPN
elements-9448	160	3	11	11	NUM
elements-9448	160	4	,	,	PUNCT
elements-9448	160	5	2016	2016	NUM
elements-9448	160	6	.	.	PUNCT
elements-9448	161	1	affordable	affordable	PROPN
elements-9448	161	2	nfl	nfl	PROPN
elements-9448	161	3	data	data	PROPN
elements-9448	161	4	plans	plan	NOUN
elements-9448	161	5	.	.	PUNCT
elements-9448	162	1	accessed	access	VERB
elements-9448	162	2	11	11	NUM
elements-9448	162	3	january	january	PROPN
elements-9448	162	4	2016	2016	NUM
elements-9448	162	5	.	.	PUNCT
elements-9448	163	1	armchair	armchair	NOUN
elements-9448	163	2	analysis	analysis	NOUN
elements-9448	163	3	.	.	PUNCT
elements-9448	164	1	burke	burke	PROPN
elements-9448	164	2	,	,	PUNCT
elements-9448	164	3	brian	brian	PROPN
elements-9448	164	4	.	.	PUNCT
elements-9448	164	5	“	"	PUNCT
elements-9448	164	6	altitude	altitude	NOUN
elements-9448	164	7	and	and	CCONJ
elements-9448	164	8	field	field	NOUN
elements-9448	164	9	goals	goal	NOUN
elements-9448	164	10	.	.	PUNCT
elements-9448	164	11	”	"	PUNCT
elements-9448	165	1	advanced	advanced	ADJ
elements-9448	165	2	football	football	NOUN
elements-9448	165	3	analytics	analytic	NOUN
elements-9448	165	4	.	.	PUNCT
elements-9448	166	1	accessed	access	VERB
elements-9448	166	2	january	january	PROPN
elements-9448	166	3	11	11	NUM
elements-9448	166	4	,	,	PUNCT
elements-9448	166	5	2016	2016	NUM
elements-9448	166	6	.	.	PUNCT
elements-9448	167	1	“	"	PUNCT
elements-9448	167	2	stephen	stephen	PROPN
elements-9448	167	3	gostkowski	gostkowski	PROPN
elements-9448	167	4	.	.	PUNCT
elements-9448	167	5	”	"	PUNCT
elements-9448	168	1	nfl.com	nfl.com	X
elements-9448	168	2	.	.	PUNCT
elements-9448	168	3	accessed	access	VERB
elements-9448	168	4	january	january	PROPN
elements-9448	168	5	11	11	NUM
elements-9448	168	6	,	,	PUNCT
elements-9448	168	7	2016	2016	NUM
elements-9448	168	8	.	.	PUNCT
elements-9448	169	1	mazur	mazur	PROPN
elements-9448	169	2	,	,	PUNCT
elements-9448	169	3	matt	matt	PROPN
elements-9448	169	4	.	.	PUNCT
elements-9448	170	1	“	"	PUNCT
elements-9448	170	2	a	a	DET
elements-9448	170	3	step	step	NOUN
elements-9448	170	4	by	by	ADP
elements-9448	170	5	step	step	NOUN
elements-9448	170	6	backpropagation	backpropagation	NOUN
elements-9448	170	7	example	example	NOUN
elements-9448	170	8	.	.	PUNCT
elements-9448	170	9	”	"	PUNCT
elements-9448	171	1	march	march	PROPN
elements-9448	171	2	17	17	NUM
elements-9448	171	3	,	,	PUNCT
elements-9448	171	4	2015	2015	NUM
elements-9448	171	5	.	.	PUNCT
elements-9448	172	1	accessed	access	VERB
elements-9448	172	2	january	january	PROPN
elements-9448	172	3	11	11	NUM
elements-9448	172	4	,	,	PUNCT
elements-9448	172	5	2016	2016	NUM
elements-9448	172	6	.	.	PUNCT
elements-9448	173	1	67	67	NUM
elements-9448	173	2	extra	extra	ADJ
elements-9448	173	3	point	point	NOUN
elements-9448	173	4	under	under	ADP
elements-9448	173	5	review	review	NOUN