id	sid	tid	token	lemma	pos
ajis02-1539	1	1	paper	paper	NOUN
ajis02-1539	1	2	title	title	NOUN
ajis02-1539	1	3	(	(	PUNCT
ajis02-1539	1	4	paper	paper	NOUN
ajis02-1539	1	5	title	title	NOUN
ajis02-1539	1	6	style	style	NOUN
ajis02-1539	1	7	)	)	PUNCT
ajis02-1539	1	8	australasian	australasian	ADJ
ajis02-1539	1	9	journal	journal	NOUN
ajis02-1539	1	10	of	of	ADP
ajis02-1539	1	11	information	information	NOUN
ajis02-1539	1	12	systems	systems	PROPN
ajis02-1539	1	13	adnan	adnan	PROPN
ajis02-1539	1	14	&	&	CCONJ
ajis02-1539	1	15	islam	islam	PROPN
ajis02-1539	1	16	2017	2017	NUM
ajis02-1539	1	17	,	,	PUNCT
ajis02-1539	1	18	vol	vol	NOUN
ajis02-1539	1	19	21	21	NUM
ajis02-1539	1	20	,	,	PUNCT
ajis02-1539	1	21	selected	select	VERB
ajis02-1539	1	22	papers	paper	NOUN
ajis02-1539	1	23	from	from	ADP
ajis02-1539	1	24	ausdm	ausdm	PROPN
ajis02-1539	1	25	forex++	forex++	ADJ
ajis02-1539	1	26	:	:	PUNCT
ajis02-1539	1	27	knowledge	knowledge	NOUN
ajis02-1539	1	28	discovery	discovery	NOUN
ajis02-1539	1	29	from	from	ADP
ajis02-1539	1	30	decision	decision	NOUN
ajis02-1539	1	31	forests	forest	NOUN
ajis02-1539	1	32	1	1	NUM
ajis02-1539	1	33	forex++	forex++	ADJ
ajis02-1539	1	34	:	:	PUNCT
ajis02-1539	1	35	a	a	DET
ajis02-1539	1	36	new	new	ADJ
ajis02-1539	1	37	framework	framework	NOUN
ajis02-1539	1	38	for	for	ADP
ajis02-1539	1	39	knowledge	knowledge	NOUN
ajis02-1539	1	40	discovery	discovery	NOUN
ajis02-1539	1	41	from	from	ADP
ajis02-1539	1	42	decision	decision	NOUN
ajis02-1539	1	43	forests	forest	NOUN
ajis02-1539	1	44	md	md	PROPN
ajis02-1539	1	45	nasim	nasim	PROPN
ajis02-1539	1	46	adnan	adnan	PROPN
ajis02-1539	1	47	school	school	PROPN
ajis02-1539	1	48	of	of	ADP
ajis02-1539	1	49	computing	computing	NOUN
ajis02-1539	1	50	and	and	CCONJ
ajis02-1539	1	51	mathematics	mathematics	PROPN
ajis02-1539	1	52	charles	charles	PROPN
ajis02-1539	1	53	sturt	sturt	PROPN
ajis02-1539	1	54	university	university	PROPN
ajis02-1539	1	55	madnan@csu.edu.au	madnan@csu.edu.au	PROPN
ajis02-1539	1	56	,	,	PUNCT
ajis02-1539	1	57	zislam@csu.edu.au	zislam@csu.edu.au	PROPN
ajis02-1539	1	58	md	md	PROPN
ajis02-1539	1	59	zahidul	zahidul	PROPN
ajis02-1539	1	60	islam	islam	PROPN
ajis02-1539	1	61	school	school	PROPN
ajis02-1539	1	62	of	of	ADP
ajis02-1539	1	63	computing	computing	NOUN
ajis02-1539	1	64	and	and	CCONJ
ajis02-1539	1	65	mathematics	mathematics	PROPN
ajis02-1539	1	66	charles	charles	PROPN
ajis02-1539	1	67	sturt	sturt	PROPN
ajis02-1539	1	68	university	university	PROPN
ajis02-1539	1	69	abstract	abstract	ADJ
ajis02-1539	1	70	decision	decision	NOUN
ajis02-1539	1	71	trees	tree	NOUN
ajis02-1539	1	72	are	be	AUX
ajis02-1539	1	73	popularly	popularly	ADV
ajis02-1539	1	74	used	use	VERB
ajis02-1539	1	75	in	in	ADP
ajis02-1539	1	76	a	a	DET
ajis02-1539	1	77	wide	wide	ADJ
ajis02-1539	1	78	range	range	NOUN
ajis02-1539	1	79	of	of	ADP
ajis02-1539	1	80	real	real	ADJ
ajis02-1539	1	81	world	world	NOUN
ajis02-1539	1	82	problems	problem	NOUN
ajis02-1539	1	83	for	for	ADP
ajis02-1539	1	84	both	both	PRON
ajis02-1539	1	85	prediction	prediction	NOUN
ajis02-1539	1	86	and	and	CCONJ
ajis02-1539	1	87	classification	classification	NOUN
ajis02-1539	1	88	(	(	PUNCT
ajis02-1539	1	89	logic	logic	NOUN
ajis02-1539	1	90	)	)	PUNCT
ajis02-1539	1	91	rules	rule	VERB
ajis02-1539	1	92	discovery	discovery	NOUN
ajis02-1539	1	93	.	.	PUNCT
ajis02-1539	2	1	a	a	DET
ajis02-1539	2	2	decision	decision	NOUN
ajis02-1539	2	3	forest	forest	NOUN
ajis02-1539	2	4	is	be	AUX
ajis02-1539	2	5	an	an	DET
ajis02-1539	2	6	ensemble	ensemble	NOUN
ajis02-1539	2	7	of	of	ADP
ajis02-1539	2	8	decision	decision	NOUN
ajis02-1539	2	9	trees	tree	NOUN
ajis02-1539	2	10	and	and	CCONJ
ajis02-1539	2	11	it	it	PRON
ajis02-1539	2	12	is	be	AUX
ajis02-1539	2	13	often	often	ADV
ajis02-1539	2	14	built	build	VERB
ajis02-1539	2	15	for	for	ADP
ajis02-1539	2	16	achieving	achieve	VERB
ajis02-1539	2	17	better	well	ADJ
ajis02-1539	2	18	predictive	predictive	ADJ
ajis02-1539	2	19	performance	performance	NOUN
ajis02-1539	2	20	compared	compare	VERB
ajis02-1539	2	21	to	to	ADP
ajis02-1539	2	22	a	a	DET
ajis02-1539	2	23	single	single	ADJ
ajis02-1539	2	24	decision	decision	NOUN
ajis02-1539	2	25	tree	tree	NOUN
ajis02-1539	2	26	.	.	PUNCT
ajis02-1539	3	1	besides	besides	SCONJ
ajis02-1539	3	2	improving	improve	VERB
ajis02-1539	3	3	predictive	predictive	ADJ
ajis02-1539	3	4	performance	performance	NOUN
ajis02-1539	3	5	,	,	PUNCT
ajis02-1539	3	6	a	a	DET
ajis02-1539	3	7	decision	decision	NOUN
ajis02-1539	3	8	forest	forest	NOUN
ajis02-1539	3	9	can	can	AUX
ajis02-1539	3	10	be	be	AUX
ajis02-1539	3	11	seen	see	VERB
ajis02-1539	3	12	as	as	ADP
ajis02-1539	3	13	a	a	DET
ajis02-1539	3	14	pool	pool	NOUN
ajis02-1539	3	15	of	of	ADP
ajis02-1539	3	16	logic	logic	NOUN
ajis02-1539	3	17	rules	rule	NOUN
ajis02-1539	3	18	(	(	PUNCT
ajis02-1539	3	19	rules	rule	NOUN
ajis02-1539	3	20	)	)	PUNCT
ajis02-1539	3	21	with	with	ADP
ajis02-1539	3	22	great	great	ADJ
ajis02-1539	3	23	potential	potential	NOUN
ajis02-1539	3	24	for	for	ADP
ajis02-1539	3	25	knowledge	knowledge	NOUN
ajis02-1539	3	26	discovery	discovery	NOUN
ajis02-1539	3	27	.	.	PUNCT
ajis02-1539	4	1	however	however	ADV
ajis02-1539	4	2	,	,	PUNCT
ajis02-1539	4	3	a	a	DET
ajis02-1539	4	4	standard	standard	ADJ
ajis02-1539	4	5	-	-	PUNCT
ajis02-1539	4	6	sized	sized	ADJ
ajis02-1539	4	7	decision	decision	NOUN
ajis02-1539	4	8	forest	forest	NOUN
ajis02-1539	4	9	usually	usually	ADV
ajis02-1539	4	10	generates	generate	VERB
ajis02-1539	4	11	a	a	DET
ajis02-1539	4	12	large	large	ADJ
ajis02-1539	4	13	number	number	NOUN
ajis02-1539	4	14	of	of	ADP
ajis02-1539	4	15	rules	rule	NOUN
ajis02-1539	4	16	that	that	PRON
ajis02-1539	4	17	a	a	DET
ajis02-1539	4	18	user	user	NOUN
ajis02-1539	4	19	may	may	AUX
ajis02-1539	4	20	not	not	PART
ajis02-1539	4	21	able	able	ADJ
ajis02-1539	4	22	to	to	PART
ajis02-1539	4	23	manage	manage	VERB
ajis02-1539	4	24	for	for	ADP
ajis02-1539	4	25	effective	effective	ADJ
ajis02-1539	4	26	knowledge	knowledge	NOUN
ajis02-1539	4	27	analysis	analysis	NOUN
ajis02-1539	4	28	.	.	PUNCT
ajis02-1539	5	1	in	in	ADP
ajis02-1539	5	2	this	this	DET
ajis02-1539	5	3	paper	paper	NOUN
ajis02-1539	5	4	,	,	PUNCT
ajis02-1539	5	5	we	we	PRON
ajis02-1539	5	6	propose	propose	VERB
ajis02-1539	5	7	a	a	DET
ajis02-1539	5	8	new	new	ADJ
ajis02-1539	5	9	,	,	PUNCT
ajis02-1539	5	10	data	datum	NOUN
ajis02-1539	5	11	set	set	VERB
ajis02-1539	5	12	independent	independent	ADJ
ajis02-1539	5	13	framework	framework	NOUN
ajis02-1539	5	14	for	for	ADP
ajis02-1539	5	15	extracting	extract	VERB
ajis02-1539	5	16	those	those	DET
ajis02-1539	5	17	rules	rule	NOUN
ajis02-1539	5	18	that	that	PRON
ajis02-1539	5	19	are	be	AUX
ajis02-1539	5	20	comparatively	comparatively	ADV
ajis02-1539	5	21	more	more	ADV
ajis02-1539	5	22	accurate	accurate	ADJ
ajis02-1539	5	23	,	,	PUNCT
ajis02-1539	5	24	generalized	generalized	ADJ
ajis02-1539	5	25	and	and	CCONJ
ajis02-1539	5	26	concise	concise	ADJ
ajis02-1539	5	27	than	than	ADP
ajis02-1539	5	28	others	other	NOUN
ajis02-1539	5	29	.	.	PUNCT
ajis02-1539	6	1	we	we	PRON
ajis02-1539	6	2	apply	apply	VERB
ajis02-1539	6	3	the	the	DET
ajis02-1539	6	4	proposed	propose	VERB
ajis02-1539	6	5	framework	framework	NOUN
ajis02-1539	6	6	on	on	ADP
ajis02-1539	6	7	rules	rule	NOUN
ajis02-1539	6	8	generated	generate	VERB
ajis02-1539	6	9	by	by	ADP
ajis02-1539	6	10	two	two	NUM
ajis02-1539	6	11	different	different	ADJ
ajis02-1539	6	12	decision	decision	NOUN
ajis02-1539	6	13	forest	forest	NOUN
ajis02-1539	6	14	algorithms	algorithm	NOUN
ajis02-1539	6	15	from	from	ADP
ajis02-1539	6	16	some	some	DET
ajis02-1539	6	17	publicly	publicly	ADV
ajis02-1539	6	18	available	available	ADJ
ajis02-1539	6	19	medical	medical	ADJ
ajis02-1539	6	20	related	relate	VERB
ajis02-1539	6	21	data	data	NOUN
ajis02-1539	6	22	sets	set	NOUN
ajis02-1539	6	23	on	on	ADP
ajis02-1539	6	24	dementia	dementia	NOUN
ajis02-1539	6	25	and	and	CCONJ
ajis02-1539	6	26	heart	heart	NOUN
ajis02-1539	6	27	disease	disease	NOUN
ajis02-1539	6	28	.	.	PUNCT
ajis02-1539	7	1	we	we	PRON
ajis02-1539	7	2	then	then	ADV
ajis02-1539	7	3	compare	compare	VERB
ajis02-1539	7	4	the	the	DET
ajis02-1539	7	5	quality	quality	NOUN
ajis02-1539	7	6	of	of	ADP
ajis02-1539	7	7	rules	rule	NOUN
ajis02-1539	7	8	extracted	extract	VERB
ajis02-1539	7	9	by	by	ADP
ajis02-1539	7	10	the	the	DET
ajis02-1539	7	11	proposed	propose	VERB
ajis02-1539	7	12	framework	framework	NOUN
ajis02-1539	7	13	with	with	ADP
ajis02-1539	7	14	rules	rule	NOUN
ajis02-1539	7	15	generated	generate	VERB
ajis02-1539	7	16	from	from	ADP
ajis02-1539	7	17	a	a	DET
ajis02-1539	7	18	single	single	ADJ
ajis02-1539	7	19	j48	j48	ADJ
ajis02-1539	7	20	decision	decision	NOUN
ajis02-1539	7	21	tree	tree	NOUN
ajis02-1539	7	22	and	and	CCONJ
ajis02-1539	7	23	rules	rule	NOUN
ajis02-1539	7	24	extracted	extract	VERB
ajis02-1539	7	25	by	by	ADP
ajis02-1539	7	26	another	another	DET
ajis02-1539	7	27	recent	recent	ADJ
ajis02-1539	7	28	method	method	NOUN
ajis02-1539	7	29	.	.	PUNCT
ajis02-1539	8	1	the	the	DET
ajis02-1539	8	2	results	result	NOUN
ajis02-1539	8	3	reported	report	VERB
ajis02-1539	8	4	in	in	ADP
ajis02-1539	8	5	this	this	DET
ajis02-1539	8	6	paper	paper	NOUN
ajis02-1539	8	7	demonstrate	demonstrate	VERB
ajis02-1539	8	8	the	the	DET
ajis02-1539	8	9	effectiveness	effectiveness	NOUN
ajis02-1539	8	10	of	of	ADP
ajis02-1539	8	11	the	the	DET
ajis02-1539	8	12	proposed	propose	VERB
ajis02-1539	8	13	framework	framework	NOUN
ajis02-1539	8	14	.	.	PUNCT
ajis02-1539	9	1	keywords	keyword	NOUN
ajis02-1539	9	2	:	:	PUNCT
ajis02-1539	9	3	decision	decision	NOUN
ajis02-1539	9	4	tree	tree	NOUN
ajis02-1539	9	5	;	;	PUNCT
ajis02-1539	9	6	decision	decision	NOUN
ajis02-1539	9	7	forest	forest	NOUN
ajis02-1539	9	8	;	;	PUNCT
ajis02-1539	9	9	random	random	ADJ
ajis02-1539	9	10	forest	forest	NOUN
ajis02-1539	9	11	;	;	PUNCT
ajis02-1539	9	12	knowledge	knowledge	NOUN
ajis02-1539	9	13	discovery	discovery	NOUN
ajis02-1539	9	14	;	;	PUNCT
ajis02-1539	9	15	dementia	dementia	NOUN
ajis02-1539	9	16	;	;	PUNCT
ajis02-1539	9	17	heart	heart	NOUN
ajis02-1539	9	18	disease	disease	NOUN
ajis02-1539	9	19	1	1	NUM
ajis02-1539	9	20	introduction	introduction	NOUN
ajis02-1539	9	21	due	due	ADP
ajis02-1539	9	22	to	to	ADP
ajis02-1539	9	23	their	their	PRON
ajis02-1539	9	24	capabilities	capability	NOUN
ajis02-1539	9	25	of	of	ADP
ajis02-1539	9	26	expressing	express	VERB
ajis02-1539	9	27	knowledge	knowledge	NOUN
ajis02-1539	9	28	in	in	ADP
ajis02-1539	9	29	a	a	DET
ajis02-1539	9	30	human	human	ADJ
ajis02-1539	9	31	-	-	PUNCT
ajis02-1539	9	32	understandable	understandable	ADJ
ajis02-1539	9	33	form	form	NOUN
ajis02-1539	9	34	and	and	CCONJ
ajis02-1539	9	35	dealing	deal	VERB
ajis02-1539	9	36	with	with	ADP
ajis02-1539	9	37	high	high	ADJ
ajis02-1539	9	38	dimensional	dimensional	ADJ
ajis02-1539	9	39	as	as	ADV
ajis02-1539	9	40	well	well	ADV
ajis02-1539	9	41	as	as	ADP
ajis02-1539	9	42	redundant	redundant	ADJ
ajis02-1539	9	43	attributes	attribute	NOUN
ajis02-1539	9	44	,	,	PUNCT
ajis02-1539	9	45	decision	decision	NOUN
ajis02-1539	9	46	trees	tree	NOUN
ajis02-1539	9	47	are	be	AUX
ajis02-1539	9	48	applied	apply	VERB
ajis02-1539	9	49	in	in	ADP
ajis02-1539	9	50	a	a	DET
ajis02-1539	9	51	wide	wide	ADJ
ajis02-1539	9	52	range	range	NOUN
ajis02-1539	9	53	of	of	ADP
ajis02-1539	9	54	real	real	ADJ
ajis02-1539	9	55	-	-	PUNCT
ajis02-1539	9	56	world	world	NOUN
ajis02-1539	9	57	problems	problem	NOUN
ajis02-1539	9	58	(	(	PUNCT
ajis02-1539	9	59	murthy	murthy	PROPN
ajis02-1539	9	60	(	(	PUNCT
ajis02-1539	9	61	1998	1998	NUM
ajis02-1539	9	62	)	)	PUNCT
ajis02-1539	9	63	,	,	PUNCT
ajis02-1539	9	64	safavian	safavian	NOUN
ajis02-1539	9	65	and	and	CCONJ
ajis02-1539	9	66	landgrebe	landgrebe	PROPN
ajis02-1539	9	67	(	(	PUNCT
ajis02-1539	9	68	1991	1991	NUM
ajis02-1539	9	69	)	)	PUNCT
ajis02-1539	9	70	)	)	PUNCT
ajis02-1539	9	71	.	.	PUNCT
ajis02-1539	10	1	aside	aside	ADV
ajis02-1539	10	2	from	from	ADP
ajis02-1539	10	3	those	those	DET
ajis02-1539	10	4	properties	property	NOUN
ajis02-1539	10	5	,	,	PUNCT
ajis02-1539	10	6	decision	decision	NOUN
ajis02-1539	10	7	trees	tree	NOUN
ajis02-1539	10	8	are	be	AUX
ajis02-1539	10	9	considered	consider	VERB
ajis02-1539	10	10	to	to	PART
ajis02-1539	10	11	be	be	AUX
ajis02-1539	10	12	an	an	DET
ajis02-1539	10	13	unstable	unstable	ADJ
ajis02-1539	10	14	classifier	classifier	NOUN
ajis02-1539	10	15	as	as	ADP
ajis02-1539	10	16	slight	slight	ADJ
ajis02-1539	10	17	differentiation	differentiation	NOUN
ajis02-1539	10	18	in	in	ADP
ajis02-1539	10	19	a	a	DET
ajis02-1539	10	20	training	training	NOUN
ajis02-1539	10	21	data	datum	NOUN
ajis02-1539	10	22	set	set	VERB
ajis02-1539	10	23	can	can	AUX
ajis02-1539	10	24	result	result	VERB
ajis02-1539	10	25	in	in	ADP
ajis02-1539	10	26	significant	significant	ADJ
ajis02-1539	10	27	differences	difference	NOUN
ajis02-1539	10	28	between	between	ADP
ajis02-1539	10	29	decision	decision	NOUN
ajis02-1539	10	30	trees	tree	NOUN
ajis02-1539	10	31	obtained	obtain	VERB
ajis02-1539	10	32	from	from	ADP
ajis02-1539	10	33	the	the	DET
ajis02-1539	10	34	original	original	ADJ
ajis02-1539	10	35	and	and	CCONJ
ajis02-1539	10	36	differentiated	differentiated	ADJ
ajis02-1539	10	37	data	data	NOUN
ajis02-1539	10	38	sets	set	NOUN
ajis02-1539	10	39	.	.	PUNCT
ajis02-1539	11	1	interestingly	interestingly	ADV
ajis02-1539	11	2	,	,	PUNCT
ajis02-1539	11	3	an	an	DET
ajis02-1539	11	4	ensemble	ensemble	NOUN
ajis02-1539	11	5	of	of	ADP
ajis02-1539	11	6	classifiers	classifier	NOUN
ajis02-1539	11	7	is	be	AUX
ajis02-1539	11	8	found	find	VERB
ajis02-1539	11	9	to	to	PART
ajis02-1539	11	10	be	be	AUX
ajis02-1539	11	11	effective	effective	ADJ
ajis02-1539	11	12	for	for	ADP
ajis02-1539	11	13	unstable	unstable	ADJ
ajis02-1539	11	14	classifiers	classifier	NOUN
ajis02-1539	11	15	such	such	ADJ
ajis02-1539	11	16	as	as	ADP
ajis02-1539	11	17	decision	decision	NOUN
ajis02-1539	11	18	trees	tree	NOUN
ajis02-1539	11	19	(	(	PUNCT
ajis02-1539	11	20	tan	tan	NOUN
ajis02-1539	11	21	et	et	PROPN
ajis02-1539	11	22	al	al	PROPN
ajis02-1539	11	23	.	.	PUNCT
ajis02-1539	12	1	(	(	PUNCT
ajis02-1539	12	2	2005	2005	NUM
ajis02-1539	12	3	)	)	PUNCT
ajis02-1539	12	4	)	)	PUNCT
ajis02-1539	12	5	.	.	PUNCT
ajis02-1539	13	1	a	a	DET
ajis02-1539	13	2	decision	decision	NOUN
ajis02-1539	13	3	forest	forest	NOUN
ajis02-1539	13	4	is	be	AUX
ajis02-1539	13	5	an	an	DET
ajis02-1539	13	6	ensemble	ensemble	NOUN
ajis02-1539	13	7	of	of	ADP
ajis02-1539	13	8	decision	decision	NOUN
ajis02-1539	13	9	trees	tree	NOUN
ajis02-1539	13	10	where	where	SCONJ
ajis02-1539	13	11	an	an	DET
ajis02-1539	13	12	individual	individual	ADJ
ajis02-1539	13	13	decision	decision	NOUN
ajis02-1539	13	14	tree	tree	NOUN
ajis02-1539	13	15	acts	act	VERB
ajis02-1539	13	16	as	as	ADP
ajis02-1539	13	17	the	the	DET
ajis02-1539	13	18	base	base	NOUN
ajis02-1539	13	19	classifier	classifier	NOUN
ajis02-1539	13	20	.	.	PUNCT
ajis02-1539	14	1	the	the	DET
ajis02-1539	14	2	classification	classification	NOUN
ajis02-1539	14	3	is	be	AUX
ajis02-1539	14	4	performed	perform	VERB
ajis02-1539	14	5	by	by	ADP
ajis02-1539	14	6	taking	take	VERB
ajis02-1539	14	7	a	a	DET
ajis02-1539	14	8	vote	vote	NOUN
ajis02-1539	14	9	based	base	VERB
ajis02-1539	14	10	on	on	ADP
ajis02-1539	14	11	the	the	DET
ajis02-1539	14	12	predictions	prediction	NOUN
ajis02-1539	14	13	made	make	VERB
ajis02-1539	14	14	by	by	ADP
ajis02-1539	14	15	each	each	DET
ajis02-1539	14	16	decision	decision	NOUN
ajis02-1539	14	17	tree	tree	NOUN
ajis02-1539	14	18	of	of	ADP
ajis02-1539	14	19	the	the	DET
ajis02-1539	14	20	decision	decision	NOUN
ajis02-1539	14	21	forest	forest	NOUN
ajis02-1539	14	22	(	(	PUNCT
ajis02-1539	14	23	tan	tan	NOUN
ajis02-1539	14	24	et	et	PROPN
ajis02-1539	14	25	al	al	PROPN
ajis02-1539	14	26	.	.	PUNCT
ajis02-1539	15	1	(	(	PUNCT
ajis02-1539	15	2	2005	2005	NUM
ajis02-1539	15	3	)	)	PUNCT
ajis02-1539	15	4	)	)	PUNCT
ajis02-1539	15	5	.	.	PUNCT
ajis02-1539	16	1	a	a	DET
ajis02-1539	16	2	decision	decision	NOUN
ajis02-1539	16	3	forest	forest	NOUN
ajis02-1539	16	4	in	in	ADP
ajis02-1539	16	5	general	general	ADJ
ajis02-1539	16	6	incorporates	incorporate	NOUN
ajis02-1539	16	7	and	and	CCONJ
ajis02-1539	16	8	extends	extend	VERB
ajis02-1539	16	9	most	most	ADJ
ajis02-1539	16	10	of	of	ADP
ajis02-1539	16	11	the	the	DET
ajis02-1539	16	12	capabilities	capability	NOUN
ajis02-1539	16	13	of	of	ADP
ajis02-1539	16	14	decision	decision	NOUN
ajis02-1539	16	15	trees	tree	NOUN
ajis02-1539	16	16	,	,	PUNCT
ajis02-1539	16	17	such	such	ADJ
ajis02-1539	16	18	as	as	ADP
ajis02-1539	16	19	a	a	DET
ajis02-1539	16	20	decision	decision	NOUN
ajis02-1539	16	21	forest	forest	NOUN
ajis02-1539	16	22	is	be	AUX
ajis02-1539	16	23	said	say	VERB
ajis02-1539	16	24	to	to	PART
ajis02-1539	16	25	be	be	AUX
ajis02-1539	16	26	more	more	ADV
ajis02-1539	16	27	robust	robust	ADJ
ajis02-1539	16	28	to	to	ADP
ajis02-1539	16	29	noise(s	noise(s	NOUN
ajis02-1539	16	30	)	)	PUNCT
ajis02-1539	16	31	as	as	ADV
ajis02-1539	16	32	well	well	ADV
ajis02-1539	16	33	as	as	ADP
ajis02-1539	16	34	more	more	ADV
ajis02-1539	16	35	accurate	accurate	ADJ
ajis02-1539	16	36	compared	compare	VERB
ajis02-1539	16	37	to	to	ADP
ajis02-1539	16	38	a	a	DET
ajis02-1539	16	39	single	single	ADJ
ajis02-1539	16	40	decision	decision	NOUN
ajis02-1539	16	41	tree	tree	NOUN
ajis02-1539	16	42	(	(	PUNCT
ajis02-1539	16	43	bernard	bernard	PROPN
ajis02-1539	16	44	et	et	PROPN
ajis02-1539	16	45	al	al	PROPN
ajis02-1539	16	46	.	.	PROPN
ajis02-1539	17	1	(	(	PUNCT
ajis02-1539	17	2	2008	2008	NUM
ajis02-1539	17	3	)	)	PUNCT
ajis02-1539	17	4	,	,	PUNCT
ajis02-1539	17	5	polikar	polikar	NOUN
ajis02-1539	17	6	(	(	PUNCT
ajis02-1539	17	7	2006	2006	NUM
ajis02-1539	17	8	)	)	PUNCT
ajis02-1539	17	9	,	,	PUNCT
ajis02-1539	17	10	quinlan	quinlan	PROPN
ajis02-1539	17	11	(	(	PUNCT
ajis02-1539	17	12	1996a	1996a	NUM
ajis02-1539	17	13	)	)	PUNCT
ajis02-1539	17	14	)	)	PUNCT
ajis02-1539	17	15	.	.	PUNCT
ajis02-1539	18	1	in	in	ADP
ajis02-1539	18	2	order	order	NOUN
ajis02-1539	18	3	to	to	PART
ajis02-1539	18	4	achieve	achieve	VERB
ajis02-1539	18	5	better	well	ADV
ajis02-1539	18	6	ensemble	ensemble	ADJ
ajis02-1539	18	7	accuracy	accuracy	NOUN
ajis02-1539	18	8	a	a	DET
ajis02-1539	18	9	decision	decision	NOUN
ajis02-1539	18	10	forest	forest	NOUN
ajis02-1539	18	11	needs	need	VERB
ajis02-1539	18	12	both	both	CCONJ
ajis02-1539	18	13	accurate	accurate	ADJ
ajis02-1539	18	14	and	and	CCONJ
ajis02-1539	18	15	diverse	diverse	ADJ
ajis02-1539	18	16	(	(	PUNCT
ajis02-1539	18	17	in	in	ADP
ajis02-1539	18	18	terms	term	NOUN
ajis02-1539	18	19	of	of	ADP
ajis02-1539	18	20	classification	classification	NOUN
ajis02-1539	18	21	errors	error	NOUN
ajis02-1539	18	22	)	)	PUNCT
ajis02-1539	18	23	individual	individual	ADJ
ajis02-1539	18	24	decision	decision	NOUN
ajis02-1539	18	25	trees	tree	NOUN
ajis02-1539	18	26	as	as	ADP
ajis02-1539	18	27	base	base	NOUN
ajis02-1539	18	28	classifiers	classifier	NOUN
ajis02-1539	18	29	(	(	PUNCT
ajis02-1539	18	30	adnan	adnan	PROPN
ajis02-1539	18	31	and	and	CCONJ
ajis02-1539	18	32	islam	islam	PROPN
ajis02-1539	18	33	(	(	PUNCT
ajis02-1539	18	34	2016a	2016a	NUM
ajis02-1539	18	35	)	)	PUNCT
ajis02-1539	18	36	,	,	PUNCT
ajis02-1539	18	37	adnan	adnan	PROPN
ajis02-1539	18	38	and	and	CCONJ
ajis02-1539	18	39	islam	islam	PROPN
ajis02-1539	18	40	(	(	PUNCT
ajis02-1539	18	41	2015a	2015a	NUM
ajis02-1539	18	42	)	)	PUNCT
ajis02-1539	18	43	,	,	PUNCT
ajis02-1539	18	44	tin	tin	NOUN
ajis02-1539	18	45	kam	kam	PROPN
ajis02-1539	18	46	(	(	PUNCT
ajis02-1539	18	47	1998	1998	NUM
ajis02-1539	18	48	)	)	PUNCT
ajis02-1539	18	49	,	,	PUNCT
ajis02-1539	18	50	polikar	polikar	NOUN
ajis02-1539	18	51	(	(	PUNCT
ajis02-1539	18	52	2006	2006	NUM
ajis02-1539	18	53	)	)	PUNCT
ajis02-1539	18	54	)	)	PUNCT
ajis02-1539	18	55	.	.	PUNCT
ajis02-1539	19	1	an	an	DET
ajis02-1539	19	2	accurate	accurate	ADJ
ajis02-1539	19	3	decision	decision	NOUN
ajis02-1539	19	4	tree	tree	NOUN
ajis02-1539	19	5	can	can	AUX
ajis02-1539	19	6	be	be	AUX
ajis02-1539	19	7	generated	generate	VERB
ajis02-1539	19	8	by	by	ADP
ajis02-1539	19	9	applying	apply	VERB
ajis02-1539	19	10	a	a	DET
ajis02-1539	19	11	decision	decision	NOUN
ajis02-1539	19	12	tree	tree	NOUN
ajis02-1539	19	13	algorithm	algorithm	NOUN
ajis02-1539	19	14	such	such	ADJ
ajis02-1539	19	15	as	as	ADP
ajis02-1539	19	16	c4.5	c4.5	PROPN
ajis02-1539	19	17	(	(	PUNCT
ajis02-1539	19	18	quinlan	quinlan	PROPN
ajis02-1539	19	19	(	(	PUNCT
ajis02-1539	19	20	1993	1993	NUM
ajis02-1539	19	21	)	)	PUNCT
ajis02-1539	19	22	,	,	PUNCT
ajis02-1539	19	23	quinlan	quinlan	PROPN
ajis02-1539	19	24	(	(	PUNCT
ajis02-1539	19	25	1996b	1996b	NUM
ajis02-1539	19	26	)	)	PUNCT
ajis02-1539	19	27	)	)	PUNCT
ajis02-1539	19	28	on	on	ADP
ajis02-1539	19	29	a	a	DET
ajis02-1539	19	30	training	training	NOUN
ajis02-1539	19	31	data	datum	NOUN
ajis02-1539	19	32	set	set	VERB
ajis02-1539	19	33	.	.	PUNCT
ajis02-1539	20	1	however	however	ADV
ajis02-1539	20	2	,	,	PUNCT
ajis02-1539	20	3	a	a	DET
ajis02-1539	20	4	single	single	ADJ
ajis02-1539	20	5	decision	decision	NOUN
ajis02-1539	20	6	tree	tree	NOUN
ajis02-1539	20	7	can	can	AUX
ajis02-1539	20	8	discover	discover	VERB
ajis02-1539	20	9	only	only	ADV
ajis02-1539	20	10	one	one	NUM
ajis02-1539	20	11	set	set	NOUN
ajis02-1539	20	12	of	of	ADP
ajis02-1539	20	13	rules	rule	NOUN
ajis02-1539	20	14	and	and	CCONJ
ajis02-1539	20	15	thus	thus	ADV
ajis02-1539	20	16	may	may	AUX
ajis02-1539	20	17	wrongly	wrongly	ADV
ajis02-1539	20	18	predict	predict	VERB
ajis02-1539	20	19	the	the	DET
ajis02-1539	20	20	class	class	NOUN
ajis02-1539	20	21	value	value	NOUN
ajis02-1539	20	22	of	of	ADP
ajis02-1539	20	23	a	a	DET
ajis02-1539	20	24	test	test	NOUN
ajis02-1539	20	25	record	record	NOUN
ajis02-1539	20	26	which	which	PRON
ajis02-1539	20	27	could	could	AUX
ajis02-1539	20	28	have	have	AUX
ajis02-1539	20	29	been	be	AUX
ajis02-1539	20	30	predicted	predict	VERB
ajis02-1539	20	31	correctly	correctly	ADV
ajis02-1539	20	32	by	by	ADP
ajis02-1539	20	33	a	a	DET
ajis02-1539	20	34	more	more	ADV
ajis02-1539	20	35	appropriate	appropriate	ADJ
ajis02-1539	20	36	rule	rule	NOUN
ajis02-1539	20	37	.	.	PUNCT
ajis02-1539	21	1	a	a	DET
ajis02-1539	21	2	different	different	ADJ
ajis02-1539	21	3	decision	decision	NOUN
ajis02-1539	21	4	tree	tree	NOUN
ajis02-1539	21	5	can	can	AUX
ajis02-1539	21	6	be	be	AUX
ajis02-1539	21	7	obtained	obtain	VERB
ajis02-1539	21	8	from	from	ADP
ajis02-1539	21	9	a	a	DET
ajis02-1539	21	10	differentiated	differentiated	ADJ
ajis02-1539	21	11	data	datum	NOUN
ajis02-1539	21	12	set	set	VERB
ajis02-1539	21	13	(	(	PUNCT
ajis02-1539	21	14	such	such	ADJ
ajis02-1539	21	15	as	as	ADP
ajis02-1539	21	16	a	a	DET
ajis02-1539	21	17	bootstrap	bootstrap	NOUN
ajis02-1539	21	18	sample	sample	NOUN
ajis02-1539	21	19	)	)	PUNCT
ajis02-1539	21	20	which	which	PRON
ajis02-1539	21	21	may	may	AUX
ajis02-1539	21	22	include	include	VERB
ajis02-1539	21	23	a	a	DET
ajis02-1539	21	24	more	more	ADV
ajis02-1539	21	25	appropriate	appropriate	ADJ
ajis02-1539	21	26	rule	rule	NOUN
ajis02-1539	21	27	for	for	ADP
ajis02-1539	21	28	the	the	DET
ajis02-1539	21	29	given	give	VERB
ajis02-1539	21	30	test	test	NOUN
ajis02-1539	21	31	record	record	NOUN
ajis02-1539	21	32	.	.	PUNCT
ajis02-1539	22	1	if	if	SCONJ
ajis02-1539	22	2	a	a	DET
ajis02-1539	22	3	decision	decision	NOUN
ajis02-1539	22	4	forest	forest	NOUN
ajis02-1539	22	5	contains	contain	VERB
ajis02-1539	22	6	a	a	DET
ajis02-1539	22	7	set	set	NOUN
ajis02-1539	22	8	of	of	ADP
ajis02-1539	22	9	decision	decision	NOUN
ajis02-1539	22	10	trees	tree	NOUN
ajis02-1539	22	11	which	which	PRON
ajis02-1539	22	12	are	be	AUX
ajis02-1539	22	13	australasian	australasian	ADJ
ajis02-1539	22	14	journal	journal	NOUN
ajis02-1539	22	15	of	of	ADP
ajis02-1539	22	16	information	information	NOUN
ajis02-1539	22	17	systems	systems	PROPN
ajis02-1539	22	18	adnan	adnan	PROPN
ajis02-1539	22	19	&	&	CCONJ
ajis02-1539	22	20	islam	islam	PROPN
ajis02-1539	22	21	2017	2017	NUM
ajis02-1539	22	22	,	,	PUNCT
ajis02-1539	22	23	vol	vol	NOUN
ajis02-1539	22	24	21	21	NUM
ajis02-1539	22	25	,	,	PUNCT
ajis02-1539	22	26	selected	select	VERB
ajis02-1539	22	27	papers	paper	NOUN
ajis02-1539	22	28	from	from	ADP
ajis02-1539	22	29	ausdm	ausdm	PROPN
ajis02-1539	22	30	forex++	forex++	ADJ
ajis02-1539	22	31	:	:	PUNCT
ajis02-1539	22	32	knowledge	knowledge	NOUN
ajis02-1539	22	33	discovery	discovery	NOUN
ajis02-1539	22	34	from	from	ADP
ajis02-1539	22	35	decision	decision	NOUN
ajis02-1539	22	36	forests	forest	NOUN
ajis02-1539	22	37	2	2	NUM
ajis02-1539	22	38	different	different	ADJ
ajis02-1539	22	39	from	from	ADP
ajis02-1539	22	40	each	each	DET
ajis02-1539	22	41	other	other	ADJ
ajis02-1539	22	42	,	,	PUNCT
ajis02-1539	22	43	then	then	ADV
ajis02-1539	22	44	some	some	PRON
ajis02-1539	22	45	of	of	ADP
ajis02-1539	22	46	the	the	DET
ajis02-1539	22	47	trees	tree	NOUN
ajis02-1539	22	48	may	may	AUX
ajis02-1539	22	49	discover	discover	VERB
ajis02-1539	22	50	more	more	ADV
ajis02-1539	22	51	appropriate	appropriate	ADJ
ajis02-1539	22	52	rules	rule	NOUN
ajis02-1539	22	53	for	for	ADP
ajis02-1539	22	54	a	a	DET
ajis02-1539	22	55	set	set	NOUN
ajis02-1539	22	56	of	of	ADP
ajis02-1539	22	57	test	test	NOUN
ajis02-1539	22	58	records	record	NOUN
ajis02-1539	22	59	while	while	SCONJ
ajis02-1539	22	60	some	some	DET
ajis02-1539	22	61	other	other	ADJ
ajis02-1539	22	62	trees	tree	NOUN
ajis02-1539	22	63	may	may	AUX
ajis02-1539	22	64	discover	discover	VERB
ajis02-1539	22	65	for	for	ADP
ajis02-1539	22	66	another	another	DET
ajis02-1539	22	67	set	set	NOUN
ajis02-1539	22	68	of	of	ADP
ajis02-1539	22	69	test	test	NOUN
ajis02-1539	22	70	records	record	NOUN
ajis02-1539	22	71	,	,	PUNCT
ajis02-1539	22	72	resulting	result	VERB
ajis02-1539	22	73	in	in	ADP
ajis02-1539	22	74	better	well	ADJ
ajis02-1539	22	75	generalization	generalization	NOUN
ajis02-1539	22	76	performance	performance	NOUN
ajis02-1539	22	77	for	for	ADP
ajis02-1539	22	78	the	the	DET
ajis02-1539	22	79	forest	forest	NOUN
ajis02-1539	22	80	(	(	PUNCT
ajis02-1539	22	81	adnan	adnan	PROPN
ajis02-1539	22	82	and	and	CCONJ
ajis02-1539	22	83	islam	islam	PROPN
ajis02-1539	22	84	(	(	PUNCT
ajis02-1539	22	85	2016c	2016c	NUM
ajis02-1539	22	86	)	)	PUNCT
ajis02-1539	22	87	)	)	PUNCT
ajis02-1539	22	88	.	.	PUNCT
ajis02-1539	23	1	besides	besides	SCONJ
ajis02-1539	23	2	,	,	PUNCT
ajis02-1539	23	3	a	a	DET
ajis02-1539	23	4	decision	decision	NOUN
ajis02-1539	23	5	forest	forest	NOUN
ajis02-1539	23	6	can	can	AUX
ajis02-1539	23	7	be	be	AUX
ajis02-1539	23	8	seen	see	VERB
ajis02-1539	23	9	as	as	ADP
ajis02-1539	23	10	a	a	DET
ajis02-1539	23	11	pool	pool	NOUN
ajis02-1539	23	12	of	of	ADP
ajis02-1539	23	13	rules	rule	NOUN
ajis02-1539	23	14	with	with	ADP
ajis02-1539	23	15	great	great	ADJ
ajis02-1539	23	16	potential	potential	NOUN
ajis02-1539	23	17	for	for	ADP
ajis02-1539	23	18	knowledge	knowledge	NOUN
ajis02-1539	23	19	discovery	discovery	NOUN
ajis02-1539	23	20	.	.	PUNCT
ajis02-1539	24	1	the	the	DET
ajis02-1539	24	2	main	main	ADJ
ajis02-1539	24	3	challenge	challenge	NOUN
ajis02-1539	24	4	of	of	ADP
ajis02-1539	24	5	knowledge	knowledge	NOUN
ajis02-1539	24	6	discovery	discovery	NOUN
ajis02-1539	24	7	from	from	ADP
ajis02-1539	24	8	a	a	DET
ajis02-1539	24	9	standard	standard	ADJ
ajis02-1539	24	10	-	-	PUNCT
ajis02-1539	24	11	sized	sized	ADJ
ajis02-1539	24	12	decision	decision	NOUN
ajis02-1539	24	13	forest	forest	NOUN
ajis02-1539	24	14	(	(	PUNCT
ajis02-1539	24	15	usually	usually	ADV
ajis02-1539	24	16	a	a	DET
ajis02-1539	24	17	100	100	NUM
ajis02-1539	24	18	-	-	PUNCT
ajis02-1539	24	19	tree	tree	NOUN
ajis02-1539	24	20	decision	decision	NOUN
ajis02-1539	24	21	forest	forest	NOUN
ajis02-1539	24	22	(	(	PUNCT
ajis02-1539	24	23	adnan	adnan	PROPN
ajis02-1539	24	24	and	and	CCONJ
ajis02-1539	24	25	islam	islam	PROPN
ajis02-1539	24	26	(	(	PUNCT
ajis02-1539	24	27	2015b	2015b	NUM
ajis02-1539	24	28	)	)	PUNCT
ajis02-1539	24	29	)	)	PUNCT
ajis02-1539	24	30	,	,	PUNCT
ajis02-1539	24	31	adnan	adnan	PROPN
ajis02-1539	24	32	and	and	CCONJ
ajis02-1539	24	33	islam	islam	PROPN
ajis02-1539	24	34	(	(	PUNCT
ajis02-1539	24	35	2015c	2015c	NUM
ajis02-1539	24	36	)	)	PUNCT
ajis02-1539	24	37	,	,	PUNCT
ajis02-1539	24	38	geurts	geurt	NOUN
ajis02-1539	24	39	et	et	PROPN
ajis02-1539	24	40	al	al	PROPN
ajis02-1539	24	41	.	.	PUNCT
ajis02-1539	25	1	(	(	PUNCT
ajis02-1539	25	2	2006	2006	NUM
ajis02-1539	25	3	)	)	PUNCT
ajis02-1539	25	4	)	)	PUNCT
ajis02-1539	25	5	comes	come	VERB
ajis02-1539	25	6	from	from	ADP
ajis02-1539	25	7	the	the	DET
ajis02-1539	25	8	enormous	enormous	ADJ
ajis02-1539	25	9	number	number	NOUN
ajis02-1539	25	10	of	of	ADP
ajis02-1539	25	11	rules	rule	NOUN
ajis02-1539	25	12	that	that	PRON
ajis02-1539	25	13	it	it	PRON
ajis02-1539	25	14	generates	generate	VERB
ajis02-1539	25	15	.	.	PUNCT
ajis02-1539	26	1	for	for	ADP
ajis02-1539	26	2	effective	effective	ADJ
ajis02-1539	26	3	knowledge	knowledge	NOUN
ajis02-1539	26	4	discovery	discovery	NOUN
ajis02-1539	26	5	,	,	PUNCT
ajis02-1539	26	6	we	we	PRON
ajis02-1539	26	7	need	need	VERB
ajis02-1539	26	8	to	to	PART
ajis02-1539	26	9	extract	extract	VERB
ajis02-1539	26	10	accurate	accurate	ADJ
ajis02-1539	26	11	,	,	PUNCT
ajis02-1539	26	12	generalized	generalize	VERB
ajis02-1539	26	13	(	(	PUNCT
ajis02-1539	26	14	meaning	mean	VERB
ajis02-1539	26	15	high	high	ADJ
ajis02-1539	26	16	in	in	ADP
ajis02-1539	26	17	coverage	coverage	NOUN
ajis02-1539	26	18	)	)	PUNCT
ajis02-1539	26	19	,	,	PUNCT
ajis02-1539	26	20	concise	concise	ADJ
ajis02-1539	26	21	as	as	ADV
ajis02-1539	26	22	well	well	ADV
ajis02-1539	26	23	as	as	ADP
ajis02-1539	26	24	surprising	surprising	ADJ
ajis02-1539	26	25	(	(	PUNCT
ajis02-1539	26	26	previously	previously	ADV
ajis02-1539	26	27	unknown	unknown	ADJ
ajis02-1539	26	28	)	)	PUNCT
ajis02-1539	26	29	rules	rule	NOUN
ajis02-1539	26	30	(	(	PUNCT
ajis02-1539	26	31	geng	geng	PROPN
ajis02-1539	26	32	and	and	CCONJ
ajis02-1539	26	33	hamilton	hamilton	PROPN
ajis02-1539	26	34	(	(	PUNCT
ajis02-1539	26	35	2006	2006	NUM
ajis02-1539	26	36	)	)	PUNCT
ajis02-1539	26	37	)	)	PUNCT
ajis02-1539	26	38	.	.	PUNCT
ajis02-1539	27	1	an	an	DET
ajis02-1539	27	2	obvious	obvious	ADJ
ajis02-1539	27	3	technique	technique	NOUN
ajis02-1539	27	4	to	to	PART
ajis02-1539	27	5	extract	extract	VERB
ajis02-1539	27	6	a	a	DET
ajis02-1539	27	7	subset	subset	NOUN
ajis02-1539	27	8	of	of	ADP
ajis02-1539	27	9	rules	rule	NOUN
ajis02-1539	27	10	is	be	AUX
ajis02-1539	27	11	to	to	PART
ajis02-1539	27	12	apply	apply	VERB
ajis02-1539	27	13	some	some	DET
ajis02-1539	27	14	cut	cut	VERB
ajis02-1539	27	15	points	point	NOUN
ajis02-1539	27	16	based	base	VERB
ajis02-1539	27	17	on	on	ADP
ajis02-1539	27	18	accuracy	accuracy	NOUN
ajis02-1539	27	19	,	,	PUNCT
ajis02-1539	27	20	coverage	coverage	NOUN
ajis02-1539	27	21	or	or	CCONJ
ajis02-1539	27	22	length	length	NOUN
ajis02-1539	27	23	of	of	ADP
ajis02-1539	27	24	the	the	DET
ajis02-1539	27	25	rules	rule	NOUN
ajis02-1539	27	26	.	.	PUNCT
ajis02-1539	28	1	for	for	ADP
ajis02-1539	28	2	example	example	NOUN
ajis02-1539	28	3	,	,	PUNCT
ajis02-1539	28	4	we	we	PRON
ajis02-1539	28	5	can	can	AUX
ajis02-1539	28	6	extract	extract	VERB
ajis02-1539	28	7	only	only	ADV
ajis02-1539	28	8	those	those	DET
ajis02-1539	28	9	rules	rule	NOUN
ajis02-1539	28	10	that	that	PRON
ajis02-1539	28	11	have	have	VERB
ajis02-1539	28	12	accuracy	accuracy	NOUN
ajis02-1539	28	13	>	>	X
ajis02-1539	28	14	=	=	SYM
ajis02-1539	28	15	80	80	NUM
ajis02-1539	28	16	%	%	NOUN
ajis02-1539	28	17	.	.	PUNCT
ajis02-1539	29	1	however	however	ADV
ajis02-1539	29	2	,	,	PUNCT
ajis02-1539	29	3	any	any	DET
ajis02-1539	29	4	such	such	ADJ
ajis02-1539	29	5	cut	cut	NOUN
ajis02-1539	29	6	points	point	NOUN
ajis02-1539	29	7	may	may	AUX
ajis02-1539	29	8	react	react	VERB
ajis02-1539	29	9	differently	differently	ADV
ajis02-1539	29	10	from	from	ADP
ajis02-1539	29	11	data	datum	NOUN
ajis02-1539	29	12	set	set	VERB
ajis02-1539	29	13	to	to	ADP
ajis02-1539	29	14	data	datum	NOUN
ajis02-1539	29	15	set	set	VERB
ajis02-1539	29	16	.	.	PUNCT
ajis02-1539	30	1	as	as	ADP
ajis02-1539	30	2	a	a	DET
ajis02-1539	30	3	result	result	NOUN
ajis02-1539	30	4	,	,	PUNCT
ajis02-1539	30	5	for	for	SCONJ
ajis02-1539	30	6	one	one	NUM
ajis02-1539	30	7	data	datum	NOUN
ajis02-1539	30	8	set	set	VERB
ajis02-1539	30	9	a	a	DET
ajis02-1539	30	10	cut	cut	NOUN
ajis02-1539	30	11	point	point	NOUN
ajis02-1539	30	12	may	may	AUX
ajis02-1539	30	13	net	net	VERB
ajis02-1539	30	14	more	more	ADJ
ajis02-1539	30	15	than	than	ADP
ajis02-1539	30	16	manageable	manageable	ADJ
ajis02-1539	30	17	rules	rule	NOUN
ajis02-1539	30	18	whereas	whereas	SCONJ
ajis02-1539	30	19	for	for	SCONJ
ajis02-1539	30	20	another	another	DET
ajis02-1539	30	21	data	datum	NOUN
ajis02-1539	30	22	set	set	VERB
ajis02-1539	30	23	the	the	DET
ajis02-1539	30	24	same	same	ADJ
ajis02-1539	30	25	cut	cut	NOUN
ajis02-1539	30	26	point	point	NOUN
ajis02-1539	30	27	may	may	AUX
ajis02-1539	30	28	acquire	acquire	VERB
ajis02-1539	30	29	a	a	DET
ajis02-1539	30	30	few	few	ADJ
ajis02-1539	30	31	rules	rule	NOUN
ajis02-1539	30	32	.	.	PUNCT
ajis02-1539	31	1	to	to	PART
ajis02-1539	31	2	avoid	avoid	VERB
ajis02-1539	31	3	such	such	ADJ
ajis02-1539	31	4	situation	situation	NOUN
ajis02-1539	31	5	,	,	PUNCT
ajis02-1539	31	6	a	a	DET
ajis02-1539	31	7	user	user	NOUN
ajis02-1539	31	8	may	may	AUX
ajis02-1539	31	9	need	need	VERB
ajis02-1539	31	10	to	to	PART
ajis02-1539	31	11	expedient	expedient	VERB
ajis02-1539	31	12	on	on	ADP
ajis02-1539	31	13	different	different	ADJ
ajis02-1539	31	14	cut	cut	NOUN
ajis02-1539	31	15	points	point	NOUN
ajis02-1539	31	16	for	for	ADP
ajis02-1539	31	17	a	a	DET
ajis02-1539	31	18	single	single	ADJ
ajis02-1539	31	19	variable	variable	NOUN
ajis02-1539	31	20	(	(	PUNCT
ajis02-1539	31	21	such	such	ADJ
ajis02-1539	31	22	as	as	ADP
ajis02-1539	31	23	accuracy	accuracy	NOUN
ajis02-1539	31	24	)	)	PUNCT
ajis02-1539	31	25	and	and	CCONJ
ajis02-1539	31	26	subsequently	subsequently	ADV
ajis02-1539	31	27	on	on	ADP
ajis02-1539	31	28	all	all	DET
ajis02-1539	31	29	possible	possible	ADJ
ajis02-1539	31	30	combinations	combination	NOUN
ajis02-1539	31	31	of	of	ADP
ajis02-1539	31	32	the	the	DET
ajis02-1539	31	33	variables	variable	NOUN
ajis02-1539	31	34	for	for	ADP
ajis02-1539	31	35	each	each	DET
ajis02-1539	31	36	data	datum	NOUN
ajis02-1539	31	37	set	set	VERB
ajis02-1539	31	38	which	which	PRON
ajis02-1539	31	39	may	may	AUX
ajis02-1539	31	40	not	not	PART
ajis02-1539	31	41	be	be	AUX
ajis02-1539	31	42	manageable	manageable	ADJ
ajis02-1539	31	43	either	either	ADV
ajis02-1539	31	44	.	.	PUNCT
ajis02-1539	32	1	there	there	PRON
ajis02-1539	32	2	are	be	VERB
ajis02-1539	32	3	many	many	ADJ
ajis02-1539	32	4	subforest	subfor	ADJ
ajis02-1539	32	5	selection	selection	NOUN
ajis02-1539	32	6	algorithms	algorithm	NOUN
ajis02-1539	32	7	that	that	PRON
ajis02-1539	32	8	prunes	prune	VERB
ajis02-1539	32	9	a	a	DET
ajis02-1539	32	10	number	number	NOUN
ajis02-1539	32	11	of	of	ADP
ajis02-1539	32	12	decision	decision	NOUN
ajis02-1539	32	13	trees	tree	NOUN
ajis02-1539	32	14	from	from	ADP
ajis02-1539	32	15	a	a	DET
ajis02-1539	32	16	decision	decision	NOUN
ajis02-1539	32	17	forest	forest	NOUN
ajis02-1539	32	18	while	while	SCONJ
ajis02-1539	32	19	retaining	retain	VERB
ajis02-1539	32	20	or	or	CCONJ
ajis02-1539	32	21	increasing	increase	VERB
ajis02-1539	32	22	ensemble	ensemble	ADJ
ajis02-1539	32	23	accuracy	accuracy	NOUN
ajis02-1539	32	24	(	(	PUNCT
ajis02-1539	32	25	adnan	adnan	PROPN
ajis02-1539	32	26	and	and	CCONJ
ajis02-1539	32	27	islam	islam	PROPN
ajis02-1539	32	28	(	(	PUNCT
ajis02-1539	32	29	2016c	2016c	NUM
ajis02-1539	32	30	)	)	PUNCT
ajis02-1539	32	31	,	,	PUNCT
ajis02-1539	32	32	lu	lu	PROPN
ajis02-1539	32	33	et	et	PROPN
ajis02-1539	32	34	al	al	PROPN
ajis02-1539	32	35	.	.	PROPN
ajis02-1539	33	1	(	(	PUNCT
ajis02-1539	33	2	2010	2010	NUM
ajis02-1539	33	3	)	)	PUNCT
ajis02-1539	33	4	,	,	PUNCT
ajis02-1539	33	5	margineantu	margineantu	VERB
ajis02-1539	33	6	and	and	CCONJ
ajis02-1539	33	7	dietterich	dietterich	PRON
ajis02-1539	33	8	(	(	PUNCT
ajis02-1539	33	9	1997	1997	NUM
ajis02-1539	33	10	)	)	PUNCT
ajis02-1539	33	11	,	,	PUNCT
ajis02-1539	33	12	martínez	martínez	PROPN
ajis02-1539	33	13	-	-	PUNCT
ajis02-1539	33	14	muñoz	muñoz	PROPN
ajis02-1539	33	15	et	et	PROPN
ajis02-1539	33	16	al	al	PROPN
ajis02-1539	33	17	.	.	PROPN
ajis02-1539	34	1	(	(	PUNCT
ajis02-1539	34	2	2009	2009	NUM
ajis02-1539	34	3	)	)	PUNCT
ajis02-1539	34	4	,	,	PUNCT
ajis02-1539	34	5	martínezmuñoz	martínezmuñoz	NOUN
ajis02-1539	34	6	and	and	CCONJ
ajis02-1539	34	7	suárez	suárez	NOUN
ajis02-1539	34	8	(	(	PUNCT
ajis02-1539	34	9	2004	2004	NUM
ajis02-1539	34	10	)	)	PUNCT
ajis02-1539	34	11	,	,	PUNCT
ajis02-1539	34	12	ruta	ruta	NOUN
ajis02-1539	34	13	and	and	CCONJ
ajis02-1539	34	14	gabrys	gabry	NOUN
ajis02-1539	34	15	(	(	PUNCT
ajis02-1539	34	16	2005	2005	NUM
ajis02-1539	34	17	)	)	PUNCT
ajis02-1539	34	18	)	)	PUNCT
ajis02-1539	34	19	.	.	PUNCT
ajis02-1539	35	1	it	it	PRON
ajis02-1539	35	2	was	be	AUX
ajis02-1539	35	3	shown	show	VERB
ajis02-1539	35	4	in	in	ADP
ajis02-1539	35	5	adnan	adnan	PROPN
ajis02-1539	35	6	and	and	CCONJ
ajis02-1539	35	7	islam	islam	PROPN
ajis02-1539	35	8	(	(	PUNCT
ajis02-1539	35	9	2016c	2016c	NUM
ajis02-1539	35	10	)	)	PUNCT
ajis02-1539	35	11	)	)	PUNCT
ajis02-1539	35	12	that	that	SCONJ
ajis02-1539	35	13	if	if	SCONJ
ajis02-1539	35	14	the	the	DET
ajis02-1539	35	15	number	number	NOUN
ajis02-1539	35	16	of	of	ADP
ajis02-1539	35	17	trees	tree	NOUN
ajis02-1539	35	18	in	in	ADP
ajis02-1539	35	19	a	a	DET
ajis02-1539	35	20	subforest	subfor	ADJ
ajis02-1539	35	21	drops	drop	NOUN
ajis02-1539	35	22	considerably	considerably	ADV
ajis02-1539	35	23	,	,	PUNCT
ajis02-1539	35	24	the	the	DET
ajis02-1539	35	25	ensemble	ensemble	ADJ
ajis02-1539	35	26	accuracy	accuracy	NOUN
ajis02-1539	35	27	also	also	ADV
ajis02-1539	35	28	drops	drop	VERB
ajis02-1539	35	29	significantly	significantly	ADV
ajis02-1539	35	30	.	.	PUNCT
ajis02-1539	36	1	it	it	PRON
ajis02-1539	36	2	was	be	AUX
ajis02-1539	36	3	also	also	ADV
ajis02-1539	36	4	shown	show	VERB
ajis02-1539	36	5	that	that	SCONJ
ajis02-1539	36	6	on	on	ADP
ajis02-1539	36	7	an	an	DET
ajis02-1539	36	8	average	average	NOUN
ajis02-1539	36	9	the	the	DET
ajis02-1539	36	10	best	good	ADJ
ajis02-1539	36	11	subforest	subfor	ADJ
ajis02-1539	36	12	selection	selection	NOUN
ajis02-1539	36	13	algorithm	algorithm	NOUN
ajis02-1539	36	14	amassed	amass	VERB
ajis02-1539	36	15	around	around	ADP
ajis02-1539	36	16	45	45	NUM
ajis02-1539	36	17	trees	tree	NOUN
ajis02-1539	36	18	from	from	ADP
ajis02-1539	36	19	a	a	DET
ajis02-1539	36	20	100	100	NUM
ajis02-1539	36	21	-	-	PUNCT
ajis02-1539	36	22	tree	tree	NOUN
ajis02-1539	36	23	random	random	ADJ
ajis02-1539	36	24	forest	forest	NOUN
ajis02-1539	36	25	(	(	PUNCT
ajis02-1539	36	26	adnan	adnan	PROPN
ajis02-1539	36	27	and	and	CCONJ
ajis02-1539	36	28	islam	islam	PROPN
ajis02-1539	36	29	(	(	PUNCT
ajis02-1539	36	30	2016c	2016c	NUM
ajis02-1539	36	31	)	)	PUNCT
ajis02-1539	36	32	)	)	PUNCT
ajis02-1539	36	33	.	.	PUNCT
ajis02-1539	37	1	admittedly	admittedly	ADV
ajis02-1539	37	2	,	,	PUNCT
ajis02-1539	37	3	subforest	subfor	ADJ
ajis02-1539	37	4	selection	selection	NOUN
ajis02-1539	37	5	algorithms	algorithm	NOUN
ajis02-1539	37	6	can	can	AUX
ajis02-1539	37	7	shrink	shrink	VERB
ajis02-1539	37	8	the	the	DET
ajis02-1539	37	9	size	size	NOUN
ajis02-1539	37	10	of	of	ADP
ajis02-1539	37	11	a	a	DET
ajis02-1539	37	12	decision	decision	NOUN
ajis02-1539	37	13	forest	forest	NOUN
ajis02-1539	37	14	,	,	PUNCT
ajis02-1539	37	15	yet	yet	CCONJ
ajis02-1539	37	16	the	the	DET
ajis02-1539	37	17	size	size	NOUN
ajis02-1539	37	18	remains	remain	VERB
ajis02-1539	37	19	large	large	ADJ
ajis02-1539	37	20	enough	enough	ADV
ajis02-1539	37	21	to	to	PART
ajis02-1539	37	22	hinder	hinder	VERB
ajis02-1539	37	23	effective	effective	ADJ
ajis02-1539	37	24	knowledge	knowledge	NOUN
ajis02-1539	37	25	discovery	discovery	NOUN
ajis02-1539	37	26	.	.	PUNCT
ajis02-1539	38	1	in	in	ADP
ajis02-1539	38	2	addition	addition	NOUN
ajis02-1539	38	3	,	,	PUNCT
ajis02-1539	38	4	these	these	DET
ajis02-1539	38	5	algorithms	algorithm	NOUN
ajis02-1539	38	6	do	do	AUX
ajis02-1539	38	7	not	not	PART
ajis02-1539	38	8	consider	consider	VERB
ajis02-1539	38	9	any	any	DET
ajis02-1539	38	10	rule	rule	NOUN
ajis02-1539	38	11	-	-	PUNCT
ajis02-1539	38	12	level	level	NOUN
ajis02-1539	38	13	properties	property	NOUN
ajis02-1539	38	14	for	for	ADP
ajis02-1539	38	15	selecting	select	VERB
ajis02-1539	38	16	trees	tree	NOUN
ajis02-1539	38	17	and	and	CCONJ
ajis02-1539	38	18	thus	thus	ADV
ajis02-1539	38	19	trees	tree	NOUN
ajis02-1539	38	20	selected	select	VERB
ajis02-1539	38	21	by	by	ADP
ajis02-1539	38	22	them	they	PRON
ajis02-1539	38	23	may	may	AUX
ajis02-1539	38	24	not	not	PART
ajis02-1539	38	25	contain	contain	VERB
ajis02-1539	38	26	rules	rule	NOUN
ajis02-1539	38	27	that	that	PRON
ajis02-1539	38	28	are	be	AUX
ajis02-1539	38	29	comparatively	comparatively	ADV
ajis02-1539	38	30	more	more	ADV
ajis02-1539	38	31	accurate	accurate	ADJ
ajis02-1539	38	32	,	,	PUNCT
ajis02-1539	38	33	generalized	generalized	ADJ
ajis02-1539	38	34	and	and	CCONJ
ajis02-1539	38	35	concise	concise	ADJ
ajis02-1539	38	36	than	than	ADP
ajis02-1539	38	37	others	other	NOUN
ajis02-1539	38	38	.	.	PUNCT
ajis02-1539	39	1	similarly	similarly	ADV
ajis02-1539	39	2	,	,	PUNCT
ajis02-1539	39	3	there	there	PRON
ajis02-1539	39	4	are	be	VERB
ajis02-1539	39	5	some	some	DET
ajis02-1539	39	6	algorithms	algorithm	NOUN
ajis02-1539	39	7	that	that	PRON
ajis02-1539	39	8	intend	intend	VERB
ajis02-1539	39	9	to	to	PART
ajis02-1539	39	10	increase	increase	VERB
ajis02-1539	39	11	the	the	DET
ajis02-1539	39	12	comprehensibility	comprehensibility	NOUN
ajis02-1539	39	13	of	of	ADP
ajis02-1539	39	14	a	a	DET
ajis02-1539	39	15	decision	decision	NOUN
ajis02-1539	39	16	forest	forest	NOUN
ajis02-1539	39	17	by	by	ADP
ajis02-1539	39	18	representing	represent	VERB
ajis02-1539	39	19	the	the	DET
ajis02-1539	39	20	whole	whole	ADJ
ajis02-1539	39	21	decision	decision	NOUN
ajis02-1539	39	22	forest	forest	NOUN
ajis02-1539	39	23	into	into	ADP
ajis02-1539	39	24	a	a	DET
ajis02-1539	39	25	single	single	ADJ
ajis02-1539	39	26	decision	decision	NOUN
ajis02-1539	39	27	tree	tree	NOUN
ajis02-1539	39	28	.	.	PUNCT
ajis02-1539	40	1	in	in	ADP
ajis02-1539	40	2	one	one	NUM
ajis02-1539	40	3	algorithm	algorithm	NOUN
ajis02-1539	40	4	(	(	PUNCT
ajis02-1539	40	5	johansson	johansson	PROPN
ajis02-1539	40	6	et	et	PROPN
ajis02-1539	40	7	al	al	PROPN
ajis02-1539	40	8	.	.	PROPN
ajis02-1539	41	1	(	(	PUNCT
ajis02-1539	41	2	2011	2011	NUM
ajis02-1539	41	3	)	)	PUNCT
ajis02-1539	41	4	)	)	PUNCT
ajis02-1539	41	5	,	,	PUNCT
ajis02-1539	41	6	the	the	DET
ajis02-1539	41	7	authors	author	NOUN
ajis02-1539	41	8	approximated	approximate	VERB
ajis02-1539	41	9	the	the	DET
ajis02-1539	41	10	entire	entire	ADJ
ajis02-1539	41	11	forest	forest	NOUN
ajis02-1539	41	12	by	by	ADP
ajis02-1539	41	13	selecting	select	VERB
ajis02-1539	41	14	the	the	DET
ajis02-1539	41	15	nearest	near	ADJ
ajis02-1539	41	16	tree	tree	NOUN
ajis02-1539	41	17	in	in	ADP
ajis02-1539	41	18	terms	term	NOUN
ajis02-1539	41	19	of	of	ADP
ajis02-1539	41	20	prediction	prediction	NOUN
ajis02-1539	41	21	results	result	NOUN
ajis02-1539	41	22	.	.	PUNCT
ajis02-1539	42	1	undoubtedly	undoubtedly	ADV
ajis02-1539	42	2	this	this	DET
ajis02-1539	42	3	algorithm	algorithm	NOUN
ajis02-1539	42	4	can	can	AUX
ajis02-1539	42	5	increase	increase	VERB
ajis02-1539	42	6	the	the	DET
ajis02-1539	42	7	comprehensibility	comprehensibility	NOUN
ajis02-1539	42	8	of	of	ADP
ajis02-1539	42	9	a	a	DET
ajis02-1539	42	10	decision	decision	NOUN
ajis02-1539	42	11	forest	forest	NOUN
ajis02-1539	42	12	;	;	PUNCT
ajis02-1539	42	13	however	however	ADV
ajis02-1539	42	14	can	can	AUX
ajis02-1539	42	15	not	not	PART
ajis02-1539	42	16	exploit	exploit	VERB
ajis02-1539	42	17	its	its	PRON
ajis02-1539	42	18	knowledge	knowledge	NOUN
ajis02-1539	42	19	discovery	discovery	NOUN
ajis02-1539	42	20	potential	potential	NOUN
ajis02-1539	42	21	.	.	PUNCT
ajis02-1539	43	1	extraction	extraction	NOUN
ajis02-1539	43	2	of	of	ADP
ajis02-1539	43	3	rules	rule	NOUN
ajis02-1539	43	4	from	from	ADP
ajis02-1539	43	5	different	different	ADJ
ajis02-1539	43	6	types	type	NOUN
ajis02-1539	43	7	of	of	ADP
ajis02-1539	43	8	classifiers	classifier	NOUN
ajis02-1539	43	9	is	be	AUX
ajis02-1539	43	10	a	a	DET
ajis02-1539	43	11	popular	popular	ADJ
ajis02-1539	43	12	area	area	NOUN
ajis02-1539	43	13	of	of	ADP
ajis02-1539	43	14	research	research	NOUN
ajis02-1539	43	15	;	;	PUNCT
ajis02-1539	43	16	in	in	ADP
ajis02-1539	43	17	recent	recent	ADJ
ajis02-1539	43	18	years	year	NOUN
ajis02-1539	43	19	a	a	DET
ajis02-1539	43	20	number	number	NOUN
ajis02-1539	43	21	of	of	ADP
ajis02-1539	43	22	rule	rule	NOUN
ajis02-1539	43	23	extraction	extraction	NOUN
ajis02-1539	43	24	methods	method	NOUN
ajis02-1539	43	25	have	have	AUX
ajis02-1539	43	26	been	be	AUX
ajis02-1539	43	27	proposed	propose	VERB
ajis02-1539	43	28	(	(	PUNCT
ajis02-1539	43	29	mashayekhi	mashayekhi	PROPN
ajis02-1539	43	30	and	and	CCONJ
ajis02-1539	43	31	gras	gras	PROPN
ajis02-1539	43	32	(	(	PUNCT
ajis02-1539	43	33	2015	2015	NUM
ajis02-1539	43	34	)	)	PUNCT
ajis02-1539	43	35	,	,	PUNCT
ajis02-1539	43	36	martens	marten	NOUN
ajis02-1539	43	37	et	et	PROPN
ajis02-1539	43	38	al	al	PROPN
ajis02-1539	43	39	.	.	PUNCT
ajis02-1539	44	1	(	(	PUNCT
ajis02-1539	44	2	2008	2008	NUM
ajis02-1539	44	3	)	)	PUNCT
ajis02-1539	44	4	,	,	PUNCT
ajis02-1539	44	5	schmitz	schmitz	PROPN
ajis02-1539	44	6	et	et	PROPN
ajis02-1539	44	7	al	al	PROPN
ajis02-1539	44	8	.	.	PROPN
ajis02-1539	45	1	(	(	PUNCT
ajis02-1539	45	2	1999	1999	NUM
ajis02-1539	45	3	)	)	PUNCT
ajis02-1539	45	4	)	)	PUNCT
ajis02-1539	45	5	.	.	PUNCT
ajis02-1539	46	1	in	in	ADP
ajis02-1539	46	2	huysmans	huysmans	PROPN
ajis02-1539	46	3	et	et	PROPN
ajis02-1539	46	4	al	al	PROPN
ajis02-1539	46	5	.	.	PROPN
ajis02-1539	47	1	(	(	PUNCT
ajis02-1539	47	2	2006	2006	NUM
ajis02-1539	47	3	)	)	PUNCT
ajis02-1539	47	4	,	,	PUNCT
ajis02-1539	47	5	the	the	DET
ajis02-1539	47	6	authors	author	NOUN
ajis02-1539	47	7	provided	provide	VERB
ajis02-1539	47	8	a	a	DET
ajis02-1539	47	9	wide	wide	ADJ
ajis02-1539	47	10	range	range	NOUN
ajis02-1539	47	11	of	of	ADP
ajis02-1539	47	12	survey	survey	NOUN
ajis02-1539	47	13	on	on	ADP
ajis02-1539	47	14	different	different	ADJ
ajis02-1539	47	15	rule	rule	NOUN
ajis02-1539	47	16	extraction	extraction	NOUN
ajis02-1539	47	17	methods	method	NOUN
ajis02-1539	47	18	.	.	PUNCT
ajis02-1539	48	1	most	most	ADJ
ajis02-1539	48	2	of	of	ADP
ajis02-1539	48	3	those	those	DET
ajis02-1539	48	4	rule	rule	NOUN
ajis02-1539	48	5	extraction	extraction	NOUN
ajis02-1539	48	6	methods	method	NOUN
ajis02-1539	48	7	were	be	AUX
ajis02-1539	48	8	designed	design	VERB
ajis02-1539	48	9	for	for	ADP
ajis02-1539	48	10	some	some	DET
ajis02-1539	48	11	“	"	PUNCT
ajis02-1539	48	12	black	black	ADJ
ajis02-1539	48	13	box	box	NOUN
ajis02-1539	48	14	”	"	PUNCT
ajis02-1539	48	15	type	type	NOUN
ajis02-1539	48	16	classifiers	classifier	NOUN
ajis02-1539	48	17	such	such	ADJ
ajis02-1539	48	18	as	as	ADP
ajis02-1539	48	19	artificial	artificial	ADJ
ajis02-1539	48	20	neural	neural	ADJ
ajis02-1539	48	21	networks	network	NOUN
ajis02-1539	48	22	and	and	CCONJ
ajis02-1539	48	23	support	support	VERB
ajis02-1539	48	24	vector	vector	NOUN
ajis02-1539	48	25	machines	machine	NOUN
ajis02-1539	48	26	(	(	PUNCT
ajis02-1539	48	27	martens	marten	NOUN
ajis02-1539	48	28	et	et	PROPN
ajis02-1539	48	29	al	al	PROPN
ajis02-1539	48	30	.	.	PROPN
ajis02-1539	49	1	(	(	PUNCT
ajis02-1539	49	2	2008	2008	NUM
ajis02-1539	49	3	)	)	PUNCT
ajis02-1539	49	4	,	,	PUNCT
ajis02-1539	49	5	schmitz	schmitz	PROPN
ajis02-1539	49	6	et	et	PROPN
ajis02-1539	49	7	al	al	PROPN
ajis02-1539	49	8	.	.	PROPN
ajis02-1539	50	1	(	(	PUNCT
ajis02-1539	50	2	1999	1999	NUM
ajis02-1539	50	3	)	)	PUNCT
ajis02-1539	50	4	)	)	PUNCT
ajis02-1539	50	5	.	.	PUNCT
ajis02-1539	51	1	on	on	ADP
ajis02-1539	51	2	the	the	DET
ajis02-1539	51	3	contrary	contrary	NOUN
ajis02-1539	51	4	,	,	PUNCT
ajis02-1539	51	5	rule	rule	NOUN
ajis02-1539	51	6	extraction	extraction	NOUN
ajis02-1539	51	7	from	from	ADP
ajis02-1539	51	8	decision	decision	NOUN
ajis02-1539	51	9	forests	forest	NOUN
ajis02-1539	51	10	remains	remains	AUX
ajis02-1539	51	11	largely	largely	ADV
ajis02-1539	51	12	ignored	ignore	VERB
ajis02-1539	51	13	(	(	PUNCT
ajis02-1539	51	14	huysmans	huysman	NOUN
ajis02-1539	51	15	et	et	PROPN
ajis02-1539	51	16	al	al	PROPN
ajis02-1539	51	17	.	.	PROPN
ajis02-1539	52	1	(	(	PUNCT
ajis02-1539	52	2	2006	2006	NUM
ajis02-1539	52	3	)	)	PUNCT
ajis02-1539	52	4	,	,	PUNCT
ajis02-1539	52	5	mashayekhi	mashayekhi	PROPN
ajis02-1539	52	6	and	and	CCONJ
ajis02-1539	52	7	gras	gras	PROPN
ajis02-1539	52	8	(	(	PUNCT
ajis02-1539	52	9	2015	2015	NUM
ajis02-1539	52	10	)	)	PUNCT
ajis02-1539	52	11	)	)	PUNCT
ajis02-1539	52	12	.	.	PUNCT
ajis02-1539	53	1	some	some	DET
ajis02-1539	53	2	existing	exist	VERB
ajis02-1539	53	3	rule	rule	NOUN
ajis02-1539	53	4	extraction	extraction	NOUN
ajis02-1539	53	5	techniques	technique	NOUN
ajis02-1539	53	6	(	(	PUNCT
ajis02-1539	53	7	liu	liu	PROPN
ajis02-1539	53	8	et	et	PROPN
ajis02-1539	53	9	al	al	PROPN
ajis02-1539	53	10	.	.	PROPN
ajis02-1539	53	11	(	(	PUNCT
ajis02-1539	53	12	2012	2012	NUM
ajis02-1539	53	13	)	)	PUNCT
ajis02-1539	53	14	,	,	PUNCT
ajis02-1539	53	15	mashayekhi	mashayekhi	PROPN
ajis02-1539	53	16	and	and	CCONJ
ajis02-1539	53	17	gras	gras	PROPN
ajis02-1539	53	18	(	(	PUNCT
ajis02-1539	53	19	2015	2015	NUM
ajis02-1539	53	20	)	)	PUNCT
ajis02-1539	53	21	)	)	PUNCT
ajis02-1539	53	22	mainly	mainly	ADV
ajis02-1539	53	23	prune	prune	NOUN
ajis02-1539	53	24	forest	forest	NOUN
ajis02-1539	53	25	rules	rule	NOUN
ajis02-1539	53	26	in	in	ADP
ajis02-1539	53	27	order	order	NOUN
ajis02-1539	53	28	to	to	PART
ajis02-1539	53	29	increase	increase	VERB
ajis02-1539	53	30	the	the	DET
ajis02-1539	53	31	prediction	prediction	NOUN
ajis02-1539	53	32	accuracy	accuracy	NOUN
ajis02-1539	53	33	(	(	PUNCT
ajis02-1539	53	34	just	just	ADV
ajis02-1539	53	35	like	like	ADP
ajis02-1539	53	36	pruning	prune	VERB
ajis02-1539	53	37	trees	tree	NOUN
ajis02-1539	53	38	from	from	ADP
ajis02-1539	53	39	a	a	DET
ajis02-1539	53	40	forest	forest	NOUN
ajis02-1539	53	41	)	)	PUNCT
ajis02-1539	53	42	and	and	CCONJ
ajis02-1539	53	43	consequently	consequently	ADV
ajis02-1539	53	44	do	do	AUX
ajis02-1539	53	45	not	not	PART
ajis02-1539	53	46	solely	solely	ADV
ajis02-1539	53	47	focus	focus	VERB
ajis02-1539	53	48	on	on	ADP
ajis02-1539	53	49	issues	issue	NOUN
ajis02-1539	53	50	related	relate	VERB
ajis02-1539	53	51	to	to	ADP
ajis02-1539	53	52	knowledge	knowledge	NOUN
ajis02-1539	53	53	discovery	discovery	NOUN
ajis02-1539	53	54	.	.	PUNCT
ajis02-1539	54	1	in	in	ADP
ajis02-1539	54	2	order	order	NOUN
ajis02-1539	54	3	to	to	PART
ajis02-1539	54	4	facilitate	facilitate	VERB
ajis02-1539	54	5	effective	effective	ADJ
ajis02-1539	54	6	knowledge	knowledge	NOUN
ajis02-1539	54	7	discovery	discovery	NOUN
ajis02-1539	54	8	from	from	ADP
ajis02-1539	54	9	decision	decision	NOUN
ajis02-1539	54	10	forests	forest	NOUN
ajis02-1539	54	11	,	,	PUNCT
ajis02-1539	54	12	recently	recently	ADV
ajis02-1539	54	13	we	we	PRON
ajis02-1539	54	14	have	have	AUX
ajis02-1539	54	15	proposed	propose	VERB
ajis02-1539	54	16	a	a	DET
ajis02-1539	54	17	data	datum	NOUN
ajis02-1539	54	18	set	set	VERB
ajis02-1539	54	19	independent	independent	ADJ
ajis02-1539	54	20	framework	framework	NOUN
ajis02-1539	54	21	(	(	PUNCT
ajis02-1539	54	22	forex	forex	NOUN
ajis02-1539	54	23	)	)	PUNCT
ajis02-1539	54	24	for	for	ADP
ajis02-1539	54	25	extracting	extract	VERB
ajis02-1539	54	26	those	those	DET
ajis02-1539	54	27	rules	rule	NOUN
ajis02-1539	54	28	that	that	PRON
ajis02-1539	54	29	are	be	AUX
ajis02-1539	54	30	comparatively	comparatively	ADV
ajis02-1539	54	31	more	more	ADV
ajis02-1539	54	32	accurate	accurate	ADJ
ajis02-1539	54	33	and	and	CCONJ
ajis02-1539	54	34	generalized	generalized	ADJ
ajis02-1539	54	35	(	(	PUNCT
ajis02-1539	54	36	high	high	ADJ
ajis02-1539	54	37	in	in	ADP
ajis02-1539	54	38	coverage	coverage	NOUN
ajis02-1539	54	39	)	)	PUNCT
ajis02-1539	54	40	than	than	ADP
ajis02-1539	54	41	others	other	NOUN
ajis02-1539	54	42	.	.	PUNCT
ajis02-1539	55	1	forex	forex	PROPN
ajis02-1539	55	2	has	have	AUX
ajis02-1539	55	3	been	be	AUX
ajis02-1539	55	4	accepted	accept	VERB
ajis02-1539	55	5	in	in	ADP
ajis02-1539	55	6	a	a	DET
ajis02-1539	55	7	conference	conference	NOUN
ajis02-1539	55	8	(	(	PUNCT
ajis02-1539	55	9	ausdm	ausdm	PROPN
ajis02-1539	55	10	2016	2016	NUM
ajis02-1539	55	11	)	)	PUNCT
ajis02-1539	55	12	(	(	PUNCT
ajis02-1539	55	13	adnan	adnan	PROPN
ajis02-1539	55	14	and	and	CCONJ
ajis02-1539	55	15	islam	islam	PROPN
ajis02-1539	55	16	(	(	PUNCT
ajis02-1539	55	17	2016b	2016b	NUM
ajis02-1539	55	18	)	)	PUNCT
ajis02-1539	55	19	)	)	PUNCT
ajis02-1539	56	1	but	but	CCONJ
ajis02-1539	56	2	we	we	PRON
ajis02-1539	56	3	have	have	AUX
ajis02-1539	56	4	never	never	ADV
ajis02-1539	56	5	submitted	submit	VERB
ajis02-1539	56	6	/	/	SYM
ajis02-1539	56	7	published	publish	VERB
ajis02-1539	56	8	any	any	DET
ajis02-1539	56	9	variant	variant	NOUN
ajis02-1539	56	10	of	of	ADP
ajis02-1539	56	11	forex	forex	NOUN
ajis02-1539	56	12	in	in	ADP
ajis02-1539	56	13	any	any	DET
ajis02-1539	56	14	journal	journal	NOUN
ajis02-1539	56	15	.	.	PUNCT
ajis02-1539	57	1	in	in	ADP
ajis02-1539	57	2	this	this	DET
ajis02-1539	57	3	paper	paper	NOUN
ajis02-1539	57	4	,	,	PUNCT
ajis02-1539	57	5	we	we	PRON
ajis02-1539	57	6	extend	extend	VERB
ajis02-1539	57	7	forex	forex	NOUN
ajis02-1539	57	8	substantially	substantially	ADV
ajis02-1539	57	9	to	to	PART
ajis02-1539	57	10	propose	propose	VERB
ajis02-1539	57	11	forex++	forex++	ADJ
ajis02-1539	57	12	as	as	SCONJ
ajis02-1539	57	13	follows	follow	VERB
ajis02-1539	57	14	.	.	PUNCT
ajis02-1539	58	1			X
ajis02-1539	59	1	in	in	ADP
ajis02-1539	59	2	addition	addition	NOUN
ajis02-1539	59	3	to	to	ADP
ajis02-1539	59	4	accuracy	accuracy	NOUN
ajis02-1539	59	5	and	and	CCONJ
ajis02-1539	59	6	coverage	coverage	NOUN
ajis02-1539	59	7	,	,	PUNCT
ajis02-1539	59	8	forex++	forex++	ADJ
ajis02-1539	59	9	considers	consider	VERB
ajis02-1539	59	10	rule	rule	NOUN
ajis02-1539	59	11	length	length	NOUN
ajis02-1539	59	12	as	as	SCONJ
ajis02-1539	59	13	concise	concise	ADJ
ajis02-1539	59	14	rules	rule	NOUN
ajis02-1539	59	15	are	be	AUX
ajis02-1539	59	16	said	say	VERB
ajis02-1539	59	17	to	to	PART
ajis02-1539	59	18	be	be	AUX
ajis02-1539	59	19	more	more	ADV
ajis02-1539	59	20	comprehensible	comprehensible	ADJ
ajis02-1539	59	21	(	(	PUNCT
ajis02-1539	59	22	geng	geng	PROPN
ajis02-1539	59	23	and	and	CCONJ
ajis02-1539	59	24	hamilton	hamilton	PROPN
ajis02-1539	59	25	(	(	PUNCT
ajis02-1539	59	26	2006	2006	NUM
ajis02-1539	59	27	)	)	PUNCT
ajis02-1539	59	28	)	)	PUNCT
ajis02-1539	59	29	.	.	PUNCT
ajis02-1539	60	1	on	on	ADP
ajis02-1539	60	2	the	the	DET
ajis02-1539	60	3	other	other	ADJ
ajis02-1539	60	4	hand	hand	NOUN
ajis02-1539	60	5	,	,	PUNCT
ajis02-1539	60	6	forex	forex	NOUN
ajis02-1539	60	7	does	do	AUX
ajis02-1539	60	8	not	not	PART
ajis02-1539	60	9	consider	consider	VERB
ajis02-1539	60	10	rule	rule	NOUN
ajis02-1539	60	11	length	length	NOUN
ajis02-1539	60	12	while	while	SCONJ
ajis02-1539	60	13	extracting	extract	VERB
ajis02-1539	60	14	forest	forest	NOUN
ajis02-1539	60	15	rules	rule	NOUN
ajis02-1539	60	16	.	.	PUNCT
ajis02-1539	61	1	australasian	australasian	ADJ
ajis02-1539	61	2	journal	journal	NOUN
ajis02-1539	61	3	of	of	ADP
ajis02-1539	61	4	information	information	NOUN
ajis02-1539	61	5	systems	systems	PROPN
ajis02-1539	61	6	adnan	adnan	PROPN
ajis02-1539	61	7	&	&	CCONJ
ajis02-1539	61	8	islam	islam	PROPN
ajis02-1539	61	9	2017	2017	NUM
ajis02-1539	61	10	,	,	PUNCT
ajis02-1539	61	11	vol	vol	NOUN
ajis02-1539	61	12	21	21	NUM
ajis02-1539	61	13	,	,	PUNCT
ajis02-1539	61	14	selected	select	VERB
ajis02-1539	61	15	papers	paper	NOUN
ajis02-1539	61	16	from	from	ADP
ajis02-1539	61	17	ausdm	ausdm	PROPN
ajis02-1539	61	18	forex++	forex++	ADJ
ajis02-1539	61	19	:	:	PUNCT
ajis02-1539	61	20	knowledge	knowledge	NOUN
ajis02-1539	61	21	discovery	discovery	NOUN
ajis02-1539	61	22	from	from	ADP
ajis02-1539	61	23	decision	decision	NOUN
ajis02-1539	61	24	forests	forest	NOUN
ajis02-1539	61	25	3	3	NUM
ajis02-1539	61	26			NOUN
ajis02-1539	61	27	a	a	DET
ajis02-1539	61	28	major	major	ADJ
ajis02-1539	61	29	limitation	limitation	NOUN
ajis02-1539	61	30	of	of	ADP
ajis02-1539	61	31	forex	forex	NOUN
ajis02-1539	61	32	is	be	AUX
ajis02-1539	61	33	that	that	SCONJ
ajis02-1539	61	34	its	its	PRON
ajis02-1539	61	35	rules	rule	NOUN
ajis02-1539	61	36	can	can	AUX
ajis02-1539	61	37	be	be	AUX
ajis02-1539	61	38	dominated	dominate	VERB
ajis02-1539	61	39	by	by	ADP
ajis02-1539	61	40	the	the	DET
ajis02-1539	61	41	majority	majority	NOUN
ajis02-1539	61	42	class	class	NOUN
ajis02-1539	61	43	and	and	CCONJ
ajis02-1539	61	44	thus	thus	ADV
ajis02-1539	61	45	may	may	AUX
ajis02-1539	61	46	miss	miss	VERB
ajis02-1539	61	47	to	to	ADP
ajis02-1539	61	48	net	net	ADJ
ajis02-1539	61	49	rules	rule	NOUN
ajis02-1539	61	50	from	from	ADP
ajis02-1539	61	51	minority	minority	NOUN
ajis02-1539	61	52	class(es	class(es	PROPN
ajis02-1539	61	53	)	)	PUNCT
ajis02-1539	61	54	(	(	PUNCT
ajis02-1539	61	55	see	see	VERB
ajis02-1539	61	56	section	section	NOUN
ajis02-1539	61	57	3	3	NUM
ajis02-1539	61	58	for	for	ADP
ajis02-1539	61	59	details	detail	NOUN
ajis02-1539	61	60	)	)	PUNCT
ajis02-1539	61	61	.	.	PUNCT
ajis02-1539	62	1	in	in	ADP
ajis02-1539	62	2	order	order	NOUN
ajis02-1539	62	3	to	to	PART
ajis02-1539	62	4	oblige	oblige	VERB
ajis02-1539	62	5	the	the	DET
ajis02-1539	62	6	presence	presence	NOUN
ajis02-1539	62	7	of	of	ADP
ajis02-1539	62	8	rules	rule	NOUN
ajis02-1539	62	9	from	from	ADP
ajis02-1539	62	10	minority	minority	NOUN
ajis02-1539	62	11	class(es	class(es	PROPN
ajis02-1539	62	12	)	)	PUNCT
ajis02-1539	62	13	,	,	PUNCT
ajis02-1539	62	14	forex++	forex++	PROPN
ajis02-1539	62	15	considers	consider	VERB
ajis02-1539	62	16	accuracy	accuracy	NOUN
ajis02-1539	62	17	,	,	PUNCT
ajis02-1539	62	18	coverage	coverage	NOUN
ajis02-1539	62	19	and	and	CCONJ
ajis02-1539	62	20	rule	rule	NOUN
ajis02-1539	62	21	length	length	NOUN
ajis02-1539	62	22	independently	independently	ADV
ajis02-1539	62	23	for	for	ADP
ajis02-1539	62	24	each	each	DET
ajis02-1539	62	25	class	class	NOUN
ajis02-1539	62	26	(	(	PUNCT
ajis02-1539	62	27	see	see	VERB
ajis02-1539	62	28	section	section	NOUN
ajis02-1539	62	29	3	3	NUM
ajis02-1539	62	30	for	for	ADP
ajis02-1539	62	31	details	detail	NOUN
ajis02-1539	62	32	)	)	PUNCT
ajis02-1539	62	33	.	.	PUNCT
ajis02-1539	63	1			PROPN
ajis02-1539	64	1	unlike	unlike	ADP
ajis02-1539	64	2	forex	forex	ADJ
ajis02-1539	64	3	,	,	PUNCT
ajis02-1539	64	4	forex++	forex++	ADJ
ajis02-1539	64	5	removes	remove	VERB
ajis02-1539	64	6	identical	identical	ADJ
ajis02-1539	64	7	(	(	PUNCT
ajis02-1539	64	8	exactly	exactly	ADV
ajis02-1539	64	9	the	the	DET
ajis02-1539	64	10	same	same	ADJ
ajis02-1539	64	11	)	)	PUNCT
ajis02-1539	64	12	rules	rule	NOUN
ajis02-1539	64	13	from	from	ADP
ajis02-1539	64	14	decision	decision	NOUN
ajis02-1539	64	15	forests	forest	NOUN
ajis02-1539	64	16	before	before	ADP
ajis02-1539	64	17	extracting	extract	VERB
ajis02-1539	64	18	any	any	DET
ajis02-1539	64	19	rule	rule	NOUN
ajis02-1539	64	20	.	.	PUNCT
ajis02-1539	65	1	compounded	compound	VERB
ajis02-1539	65	2	by	by	ADP
ajis02-1539	65	3	the	the	DET
ajis02-1539	65	4	randomness	randomness	NOUN
ajis02-1539	65	5	of	of	ADP
ajis02-1539	65	6	decision	decision	NOUN
ajis02-1539	65	7	forests	forest	NOUN
ajis02-1539	65	8	,	,	PUNCT
ajis02-1539	65	9	rules	rule	NOUN
ajis02-1539	65	10	reported	report	VERB
ajis02-1539	65	11	in	in	ADP
ajis02-1539	65	12	this	this	DET
ajis02-1539	65	13	paper	paper	NOUN
ajis02-1539	65	14	are	be	AUX
ajis02-1539	65	15	substantially	substantially	ADV
ajis02-1539	65	16	different	different	ADJ
ajis02-1539	65	17	from	from	ADP
ajis02-1539	65	18	rules	rule	NOUN
ajis02-1539	65	19	reported	report	VERB
ajis02-1539	65	20	in	in	ADP
ajis02-1539	65	21	our	our	PRON
ajis02-1539	65	22	conference	conference	NOUN
ajis02-1539	65	23	paper	paper	NOUN
ajis02-1539	65	24	(	(	PUNCT
ajis02-1539	65	25	adnan	adnan	PROPN
ajis02-1539	65	26	and	and	CCONJ
ajis02-1539	65	27	islam	islam	PROPN
ajis02-1539	65	28	(	(	PUNCT
ajis02-1539	65	29	2016b	2016b	NUM
ajis02-1539	65	30	)	)	PUNCT
ajis02-1539	65	31	)	)	PUNCT
ajis02-1539	65	32	.	.	PUNCT
ajis02-1539	66	1			X
ajis02-1539	66	2	this	this	DET
ajis02-1539	66	3	paper	paper	NOUN
ajis02-1539	66	4	involves	involve	VERB
ajis02-1539	66	5	wider	wide	ADJ
ajis02-1539	66	6	experimentation	experimentation	NOUN
ajis02-1539	66	7	and	and	CCONJ
ajis02-1539	66	8	interesting	interesting	ADJ
ajis02-1539	66	9	knowledge	knowledge	NOUN
ajis02-1539	66	10	/	/	SYM
ajis02-1539	66	11	trends	trend	NOUN
ajis02-1539	66	12	analysis	analysis	NOUN
ajis02-1539	66	13	.	.	PUNCT
ajis02-1539	67	1	we	we	PRON
ajis02-1539	67	2	apply	apply	VERB
ajis02-1539	67	3	forex++	forex++	ADJ
ajis02-1539	67	4	on	on	ADP
ajis02-1539	67	5	rules	rule	NOUN
ajis02-1539	67	6	generated	generate	VERB
ajis02-1539	67	7	by	by	ADP
ajis02-1539	67	8	two	two	NUM
ajis02-1539	67	9	different	different	ADJ
ajis02-1539	67	10	decision	decision	NOUN
ajis02-1539	67	11	forest	forest	NOUN
ajis02-1539	67	12	algorithms	algorithm	NOUN
ajis02-1539	67	13	from	from	ADP
ajis02-1539	67	14	two	two	NUM
ajis02-1539	67	15	different	different	ADJ
ajis02-1539	67	16	publicly	publicly	ADV
ajis02-1539	67	17	available	available	ADJ
ajis02-1539	67	18	medical	medical	ADJ
ajis02-1539	67	19	related	relate	VERB
ajis02-1539	67	20	data	data	NOUN
ajis02-1539	67	21	sets	set	NOUN
ajis02-1539	67	22	on	on	ADP
ajis02-1539	67	23	dementia	dementia	NOUN
ajis02-1539	67	24	(	(	PUNCT
ajis02-1539	67	25	oasis	oasis	NOUN
ajis02-1539	67	26	)	)	PUNCT
ajis02-1539	67	27	and	and	CCONJ
ajis02-1539	67	28	heart	heart	NOUN
ajis02-1539	67	29	disease	disease	NOUN
ajis02-1539	67	30	(	(	PUNCT
ajis02-1539	67	31	lichman	lichman	NOUN
ajis02-1539	67	32	)	)	PUNCT
ajis02-1539	67	33	.	.	PUNCT
ajis02-1539	68	1	forex++	forex++	ADJ
ajis02-1539	68	2	rules	rule	NOUN
ajis02-1539	68	3	are	be	AUX
ajis02-1539	68	4	compared	compare	VERB
ajis02-1539	68	5	with	with	ADP
ajis02-1539	68	6	the	the	DET
ajis02-1539	68	7	j48	j48	NOUN
ajis02-1539	68	8	(	(	PUNCT
ajis02-1539	68	9	the	the	DET
ajis02-1539	68	10	weka	weka	PROPN
ajis02-1539	68	11	implementation	implementation	NOUN
ajis02-1539	68	12	of	of	ADP
ajis02-1539	68	13	c4.5	c4.5	PROPN
ajis02-1539	68	14	(	(	PUNCT
ajis02-1539	68	15	quinlan	quinlan	PROPN
ajis02-1539	68	16	(	(	PUNCT
ajis02-1539	68	17	1993	1993	NUM
ajis02-1539	68	18	)	)	PUNCT
ajis02-1539	68	19	,	,	PUNCT
ajis02-1539	68	20	quinlan	quinlan	PROPN
ajis02-1539	68	21	(	(	PUNCT
ajis02-1539	68	22	1996b	1996b	NUM
ajis02-1539	68	23	)	)	PUNCT
ajis02-1539	68	24	)	)	PUNCT
ajis02-1539	68	25	rules	rule	NOUN
ajis02-1539	68	26	and	and	CCONJ
ajis02-1539	68	27	rules	rule	NOUN
ajis02-1539	68	28	extracted	extract	VERB
ajis02-1539	68	29	by	by	ADP
ajis02-1539	68	30	a	a	DET
ajis02-1539	68	31	recent	recent	ADJ
ajis02-1539	68	32	method	method	NOUN
ajis02-1539	68	33	(	(	PUNCT
ajis02-1539	68	34	mashayekhi	mashayekhi	PROPN
ajis02-1539	68	35	and	and	CCONJ
ajis02-1539	68	36	gras	gras	PROPN
ajis02-1539	68	37	(	(	PUNCT
ajis02-1539	68	38	2015	2015	NUM
ajis02-1539	68	39	)	)	PUNCT
ajis02-1539	68	40	)	)	PUNCT
ajis02-1539	68	41	.	.	PUNCT
ajis02-1539	69	1	furthermore	furthermore	ADV
ajis02-1539	69	2	,	,	PUNCT
ajis02-1539	69	3	based	base	VERB
ajis02-1539	69	4	on	on	ADP
ajis02-1539	69	5	the	the	DET
ajis02-1539	69	6	rules	rule	NOUN
ajis02-1539	69	7	extracted	extract	VERB
ajis02-1539	69	8	by	by	ADP
ajis02-1539	69	9	forex++	forex++	ADJ
ajis02-1539	69	10	,	,	PUNCT
ajis02-1539	69	11	both	both	DET
ajis02-1539	69	12	data	datum	NOUN
ajis02-1539	69	13	sets	set	NOUN
ajis02-1539	69	14	are	be	AUX
ajis02-1539	69	15	further	far	ADV
ajis02-1539	69	16	explored	explore	VERB
ajis02-1539	69	17	using	use	VERB
ajis02-1539	69	18	sql	sql	NOUN
ajis02-1539	69	19	in	in	ADP
ajis02-1539	69	20	order	order	NOUN
ajis02-1539	69	21	to	to	PART
ajis02-1539	69	22	find	find	VERB
ajis02-1539	69	23	interesting	interesting	ADJ
ajis02-1539	69	24	knowledge	knowledge	NOUN
ajis02-1539	69	25	/	/	SYM
ajis02-1539	69	26	trends	trend	NOUN
ajis02-1539	69	27	.	.	PUNCT
ajis02-1539	70	1	on	on	ADP
ajis02-1539	70	2	the	the	DET
ajis02-1539	70	3	other	other	ADJ
ajis02-1539	70	4	hand	hand	NOUN
ajis02-1539	70	5	,	,	PUNCT
ajis02-1539	70	6	in	in	ADP
ajis02-1539	70	7	our	our	PRON
ajis02-1539	70	8	conference	conference	NOUN
ajis02-1539	70	9	paper	paper	NOUN
ajis02-1539	70	10	(	(	PUNCT
ajis02-1539	70	11	adnan	adnan	PROPN
ajis02-1539	70	12	and	and	CCONJ
ajis02-1539	70	13	islam	islam	PROPN
ajis02-1539	70	14	(	(	PUNCT
ajis02-1539	70	15	2016b	2016b	NUM
ajis02-1539	70	16	)	)	PUNCT
ajis02-1539	70	17	)	)	PUNCT
ajis02-1539	70	18	,	,	PUNCT
ajis02-1539	70	19	forex	forex	PROPN
ajis02-1539	70	20	was	be	AUX
ajis02-1539	70	21	applied	apply	VERB
ajis02-1539	70	22	on	on	ADP
ajis02-1539	70	23	the	the	DET
ajis02-1539	70	24	dementia	dementia	NOUN
ajis02-1539	70	25	data	datum	NOUN
ajis02-1539	70	26	set	set	VERB
ajis02-1539	70	27	(	(	PUNCT
ajis02-1539	70	28	not	not	PART
ajis02-1539	70	29	on	on	ADP
ajis02-1539	70	30	the	the	DET
ajis02-1539	70	31	heart	heart	NOUN
ajis02-1539	70	32	disease	disease	NOUN
ajis02-1539	70	33	data	datum	NOUN
ajis02-1539	70	34	set	set	VERB
ajis02-1539	70	35	)	)	PUNCT
ajis02-1539	70	36	and	and	CCONJ
ajis02-1539	70	37	the	the	DET
ajis02-1539	70	38	extracted	extract	VERB
ajis02-1539	70	39	rules	rule	NOUN
ajis02-1539	70	40	were	be	AUX
ajis02-1539	70	41	compared	compare	VERB
ajis02-1539	70	42	only	only	ADV
ajis02-1539	70	43	with	with	ADP
ajis02-1539	70	44	rules	rule	NOUN
ajis02-1539	70	45	generated	generate	VERB
ajis02-1539	70	46	from	from	ADP
ajis02-1539	70	47	a	a	DET
ajis02-1539	70	48	j48	j48	PROPN
ajis02-1539	70	49	tree	tree	NOUN
ajis02-1539	70	50	(	(	PUNCT
ajis02-1539	70	51	hall	hall	NOUN
ajis02-1539	70	52	et	et	PROPN
ajis02-1539	70	53	al	al	PROPN
ajis02-1539	70	54	.	.	PROPN
ajis02-1539	71	1	(	(	PUNCT
ajis02-1539	71	2	2009	2009	NUM
ajis02-1539	71	3	)	)	PUNCT
ajis02-1539	71	4	)	)	PUNCT
ajis02-1539	72	1	(	(	PUNCT
ajis02-1539	72	2	not	not	PART
ajis02-1539	72	3	with	with	ADP
ajis02-1539	72	4	rules	rule	NOUN
ajis02-1539	72	5	extracted	extract	VERB
ajis02-1539	72	6	by	by	ADP
ajis02-1539	72	7	a	a	DET
ajis02-1539	72	8	recent	recent	ADJ
ajis02-1539	72	9	method	method	NOUN
ajis02-1539	72	10	)	)	PUNCT
ajis02-1539	72	11	.	.	PUNCT
ajis02-1539	73	1	no	no	DET
ajis02-1539	73	2	interesting	interesting	ADJ
ajis02-1539	73	3	knowledge	knowledge	NOUN
ajis02-1539	73	4	/	/	SYM
ajis02-1539	73	5	trends	trend	NOUN
ajis02-1539	73	6	were	be	AUX
ajis02-1539	73	7	reported	report	VERB
ajis02-1539	73	8	in	in	ADP
ajis02-1539	73	9	our	our	PRON
ajis02-1539	73	10	conference	conference	NOUN
ajis02-1539	73	11	paper	paper	NOUN
ajis02-1539	73	12	.	.	PUNCT
ajis02-1539	74	1	the	the	DET
ajis02-1539	74	2	remainder	remainder	NOUN
ajis02-1539	74	3	of	of	ADP
ajis02-1539	74	4	this	this	DET
ajis02-1539	74	5	paper	paper	NOUN
ajis02-1539	74	6	is	be	AUX
ajis02-1539	74	7	organized	organize	VERB
ajis02-1539	74	8	as	as	SCONJ
ajis02-1539	74	9	follows	follow	VERB
ajis02-1539	74	10	:	:	PUNCT
ajis02-1539	74	11	in	in	ADP
ajis02-1539	74	12	section	section	NOUN
ajis02-1539	74	13	2	2	NUM
ajis02-1539	74	14	we	we	PRON
ajis02-1539	74	15	introduce	introduce	VERB
ajis02-1539	74	16	data	datum	NOUN
ajis02-1539	74	17	set	set	VERB
ajis02-1539	74	18	,	,	PUNCT
ajis02-1539	74	19	decision	decision	NOUN
ajis02-1539	74	20	tree	tree	NOUN
ajis02-1539	74	21	,	,	PUNCT
ajis02-1539	74	22	two	two	NUM
ajis02-1539	74	23	different	different	ADJ
ajis02-1539	74	24	decision	decision	NOUN
ajis02-1539	74	25	forest	forest	NOUN
ajis02-1539	74	26	algorithms	algorithm	NOUN
ajis02-1539	74	27	and	and	CCONJ
ajis02-1539	74	28	the	the	DET
ajis02-1539	74	29	recent	recent	ADJ
ajis02-1539	74	30	rule	rule	NOUN
ajis02-1539	74	31	extraction	extraction	NOUN
ajis02-1539	74	32	method	method	NOUN
ajis02-1539	74	33	as	as	ADP
ajis02-1539	74	34	background	background	NOUN
ajis02-1539	74	35	information	information	NOUN
ajis02-1539	74	36	.	.	PUNCT
ajis02-1539	75	1	section	section	NOUN
ajis02-1539	75	2	3	3	NUM
ajis02-1539	75	3	explains	explain	VERB
ajis02-1539	75	4	the	the	DET
ajis02-1539	75	5	proposed	propose	VERB
ajis02-1539	75	6	knowledge	knowledge	NOUN
ajis02-1539	75	7	extraction	extraction	NOUN
ajis02-1539	75	8	framework	framework	NOUN
ajis02-1539	75	9	.	.	PUNCT
ajis02-1539	76	1	section	section	NOUN
ajis02-1539	76	2	4	4	NUM
ajis02-1539	76	3	provides	provide	VERB
ajis02-1539	76	4	detailed	detailed	ADJ
ajis02-1539	76	5	description	description	NOUN
ajis02-1539	76	6	of	of	ADP
ajis02-1539	76	7	the	the	DET
ajis02-1539	76	8	data	data	NOUN
ajis02-1539	76	9	sets	set	NOUN
ajis02-1539	76	10	used	use	VERB
ajis02-1539	76	11	and	and	CCONJ
ajis02-1539	76	12	the	the	DET
ajis02-1539	76	13	associated	associated	ADJ
ajis02-1539	76	14	experimental	experimental	ADJ
ajis02-1539	76	15	results	result	NOUN
ajis02-1539	76	16	.	.	PUNCT
ajis02-1539	77	1	finally	finally	ADV
ajis02-1539	77	2	,	,	PUNCT
ajis02-1539	77	3	we	we	PRON
ajis02-1539	77	4	offer	offer	VERB
ajis02-1539	77	5	some	some	DET
ajis02-1539	77	6	concluding	conclude	VERB
ajis02-1539	77	7	remarks	remark	NOUN
ajis02-1539	77	8	in	in	ADP
ajis02-1539	77	9	section	section	NOUN
ajis02-1539	77	10	5	5	NUM
ajis02-1539	77	11	.	.	SYM
ajis02-1539	77	12	2	2	NUM
ajis02-1539	77	13	background	background	NOUN
ajis02-1539	77	14	information	information	NOUN
ajis02-1539	77	15	2.1	2.1	NUM
ajis02-1539	77	16	data	datum	NOUN
ajis02-1539	77	17	set	set	VERB
ajis02-1539	77	18	a	a	DET
ajis02-1539	77	19	data	datum	NOUN
ajis02-1539	77	20	set	set	VERB
ajis02-1539	77	21	d	d	NOUN
ajis02-1539	77	22	is	be	AUX
ajis02-1539	77	23	regarded	regard	VERB
ajis02-1539	77	24	as	as	ADP
ajis02-1539	77	25	a	a	DET
ajis02-1539	77	26	two	two	NUM
ajis02-1539	77	27	dimensional	dimensional	ADJ
ajis02-1539	77	28	table	table	NOUN
ajis02-1539	77	29	with	with	ADP
ajis02-1539	77	30	columns	column	NOUN
ajis02-1539	77	31	/	/	SYM
ajis02-1539	77	32	attributes	attribute	NOUN
ajis02-1539	77	33	(	(	PUNCT
ajis02-1539	77	34	{	{	PUNCT
ajis02-1539	77	35	a1	a1	NOUN
ajis02-1539	77	36	,	,	PUNCT
ajis02-1539	77	37	a2	a2	PROPN
ajis02-1539	77	38	,	,	PUNCT
ajis02-1539	77	39	...	...	PUNCT
ajis02-1539	77	40	,	,	PUNCT
ajis02-1539	77	41	am	be	AUX
ajis02-1539	77	42	,	,	PUNCT
ajis02-1539	77	43	c	c	NOUN
ajis02-1539	77	44	}	}	PUNCT
ajis02-1539	77	45	)	)	PUNCT
ajis02-1539	77	46	and	and	CCONJ
ajis02-1539	77	47	rows	row	NOUN
ajis02-1539	77	48	/	/	SYM
ajis02-1539	77	49	records	record	NOUN
ajis02-1539	77	50	(	(	PUNCT
ajis02-1539	77	51	{	{	PUNCT
ajis02-1539	77	52	r1	r1	NOUN
ajis02-1539	77	53	,	,	PUNCT
ajis02-1539	77	54	r2	r2	PROPN
ajis02-1539	77	55	,	,	PUNCT
ajis02-1539	77	56	...	...	PUNCT
ajis02-1539	77	57	,	,	PUNCT
ajis02-1539	77	58	rn	rn	PROPN
ajis02-1539	77	59	}	}	PUNCT
ajis02-1539	77	60	)	)	PUNCT
ajis02-1539	77	61	.	.	PUNCT
ajis02-1539	78	1	a	a	DET
ajis02-1539	78	2	data	datum	NOUN
ajis02-1539	78	3	set	set	VERB
ajis02-1539	78	4	can	can	AUX
ajis02-1539	78	5	have	have	VERB
ajis02-1539	78	6	two	two	NUM
ajis02-1539	78	7	broad	broad	ADJ
ajis02-1539	78	8	types	type	NOUN
ajis02-1539	78	9	of	of	ADP
ajis02-1539	78	10	attributes	attribute	NOUN
ajis02-1539	78	11	:	:	PUNCT
ajis02-1539	78	12	numerical	numerical	ADJ
ajis02-1539	78	13	(	(	PUNCT
ajis02-1539	78	14	e.g.	e.g.	ADV
ajis02-1539	78	15	age	age	NOUN
ajis02-1539	78	16	and	and	CCONJ
ajis02-1539	78	17	income	income	NOUN
ajis02-1539	78	18	)	)	PUNCT
ajis02-1539	78	19	and	and	CCONJ
ajis02-1539	78	20	categorical	categorical	ADJ
ajis02-1539	78	21	(	(	PUNCT
ajis02-1539	78	22	e.g.	e.g.	ADV
ajis02-1539	78	23	city	city	NOUN
ajis02-1539	78	24	and	and	CCONJ
ajis02-1539	78	25	degree	degree	NOUN
ajis02-1539	78	26	)	)	PUNCT
ajis02-1539	78	27	.	.	PUNCT
ajis02-1539	79	1	while	while	SCONJ
ajis02-1539	79	2	a	a	DET
ajis02-1539	79	3	numerical	numerical	ADJ
ajis02-1539	79	4	attribute	attribute	NOUN
ajis02-1539	79	5	has	have	VERB
ajis02-1539	79	6	a	a	DET
ajis02-1539	79	7	natural	natural	ADJ
ajis02-1539	79	8	ordering	ordering	NOUN
ajis02-1539	79	9	among	among	ADP
ajis02-1539	79	10	its	its	PRON
ajis02-1539	79	11	domain	domain	NOUN
ajis02-1539	79	12	values	value	NOUN
ajis02-1539	79	13	,	,	PUNCT
ajis02-1539	79	14	a	a	DET
ajis02-1539	79	15	categorical	categorical	ADJ
ajis02-1539	79	16	attribute	attribute	NOUN
ajis02-1539	79	17	does	do	VERB
ajis02-1539	79	18	not	not	PART
ajis02-1539	79	19	.	.	PUNCT
ajis02-1539	80	1	out	out	ADP
ajis02-1539	80	2	of	of	ADP
ajis02-1539	80	3	all	all	DET
ajis02-1539	80	4	attributes	attribute	NOUN
ajis02-1539	80	5	,	,	PUNCT
ajis02-1539	80	6	one	one	NUM
ajis02-1539	80	7	categorical	categorical	ADJ
ajis02-1539	80	8	attribute	attribute	NOUN
ajis02-1539	80	9	is	be	AUX
ajis02-1539	80	10	chosen	choose	VERB
ajis02-1539	80	11	to	to	PART
ajis02-1539	80	12	be	be	AUX
ajis02-1539	80	13	the	the	DET
ajis02-1539	80	14	class	class	NOUN
ajis02-1539	80	15	attribute	attribute	NOUN
ajis02-1539	80	16	and	and	CCONJ
ajis02-1539	80	17	all	all	DET
ajis02-1539	80	18	other	other	ADJ
ajis02-1539	80	19	attributes	attribute	NOUN
ajis02-1539	80	20	are	be	AUX
ajis02-1539	80	21	termed	term	VERB
ajis02-1539	80	22	as	as	ADP
ajis02-1539	80	23	non	non	ADJ
ajis02-1539	80	24	-	-	ADJ
ajis02-1539	80	25	class	class	ADJ
ajis02-1539	80	26	attributes	attribute	NOUN
ajis02-1539	80	27	.	.	PUNCT
ajis02-1539	81	1	a	a	DET
ajis02-1539	81	2	domain	domain	NOUN
ajis02-1539	81	3	value	value	NOUN
ajis02-1539	81	4	of	of	ADP
ajis02-1539	81	5	the	the	DET
ajis02-1539	81	6	class	class	NOUN
ajis02-1539	81	7	attribute	attribute	NOUN
ajis02-1539	81	8	ciϵc	ciϵc	NOUN
ajis02-1539	81	9	is	be	AUX
ajis02-1539	81	10	the	the	DET
ajis02-1539	81	11	class	class	NOUN
ajis02-1539	81	12	label	label	NOUN
ajis02-1539	81	13	of	of	ADP
ajis02-1539	81	14	a	a	DET
ajis02-1539	81	15	record	record	NOUN
ajis02-1539	81	16	ri	ri	NOUN
ajis02-1539	81	17	and	and	CCONJ
ajis02-1539	81	18	popularly	popularly	ADV
ajis02-1539	81	19	termed	term	VERB
ajis02-1539	81	20	as	as	ADP
ajis02-1539	81	21	the	the	DET
ajis02-1539	81	22	class	class	NOUN
ajis02-1539	81	23	value	value	NOUN
ajis02-1539	81	24	.	.	PUNCT
ajis02-1539	82	1	if	if	SCONJ
ajis02-1539	82	2	minority	minority	NOUN
ajis02-1539	82	3	records	record	NOUN
ajis02-1539	82	4	have	have	VERB
ajis02-1539	82	5	a	a	DET
ajis02-1539	82	6	certain	certain	ADJ
ajis02-1539	82	7	class	class	NOUN
ajis02-1539	82	8	value	value	NOUN
ajis02-1539	82	9	,	,	PUNCT
ajis02-1539	82	10	the	the	DET
ajis02-1539	82	11	class	class	NOUN
ajis02-1539	82	12	value	value	NOUN
ajis02-1539	82	13	is	be	AUX
ajis02-1539	82	14	termed	term	VERB
ajis02-1539	82	15	as	as	ADP
ajis02-1539	82	16	a	a	DET
ajis02-1539	82	17	minority	minority	NOUN
ajis02-1539	82	18	class	class	NOUN
ajis02-1539	82	19	.	.	PUNCT
ajis02-1539	83	1	conversely	conversely	ADV
ajis02-1539	83	2	,	,	PUNCT
ajis02-1539	83	3	if	if	SCONJ
ajis02-1539	83	4	majority	majority	NOUN
ajis02-1539	83	5	records	record	NOUN
ajis02-1539	83	6	have	have	VERB
ajis02-1539	83	7	a	a	DET
ajis02-1539	83	8	certain	certain	ADJ
ajis02-1539	83	9	class	class	NOUN
ajis02-1539	83	10	value	value	NOUN
ajis02-1539	83	11	,	,	PUNCT
ajis02-1539	83	12	the	the	DET
ajis02-1539	83	13	class	class	NOUN
ajis02-1539	83	14	value	value	NOUN
ajis02-1539	83	15	is	be	AUX
ajis02-1539	83	16	termed	term	VERB
ajis02-1539	83	17	as	as	ADP
ajis02-1539	83	18	the	the	DET
ajis02-1539	83	19	majority	majority	NOUN
ajis02-1539	83	20	class	class	NOUN
ajis02-1539	83	21	.	.	PUNCT
ajis02-1539	84	1	if	if	SCONJ
ajis02-1539	84	2	there	there	PRON
ajis02-1539	84	3	are	be	VERB
ajis02-1539	84	4	more	more	ADJ
ajis02-1539	84	5	than	than	ADP
ajis02-1539	84	6	two	two	NUM
ajis02-1539	84	7	class	class	NOUN
ajis02-1539	84	8	values	value	NOUN
ajis02-1539	84	9	then	then	ADV
ajis02-1539	84	10	one	one	NUM
ajis02-1539	84	11	of	of	ADP
ajis02-1539	84	12	them	they	PRON
ajis02-1539	84	13	is	be	AUX
ajis02-1539	84	14	the	the	DET
ajis02-1539	84	15	majority	majority	NOUN
ajis02-1539	84	16	class	class	NOUN
ajis02-1539	84	17	and	and	CCONJ
ajis02-1539	84	18	the	the	DET
ajis02-1539	84	19	others	other	NOUN
ajis02-1539	84	20	are	be	AUX
ajis02-1539	84	21	minority	minority	NOUN
ajis02-1539	84	22	classes	class	NOUN
ajis02-1539	84	23	.	.	PUNCT
ajis02-1539	85	1	2.2	2.2	NUM
ajis02-1539	85	2	decision	decision	NOUN
ajis02-1539	85	3	tree	tree	NOUN
ajis02-1539	85	4	a	a	DET
ajis02-1539	85	5	decision	decision	NOUN
ajis02-1539	85	6	tree	tree	NOUN
ajis02-1539	85	7	consists	consist	VERB
ajis02-1539	85	8	of	of	ADP
ajis02-1539	85	9	nodes	node	NOUN
ajis02-1539	85	10	(	(	PUNCT
ajis02-1539	85	11	denoted	denote	VERB
ajis02-1539	85	12	by	by	ADP
ajis02-1539	85	13	rectangles	rectangle	NOUN
ajis02-1539	85	14	)	)	PUNCT
ajis02-1539	85	15	and	and	CCONJ
ajis02-1539	85	16	leaves	leave	NOUN
ajis02-1539	85	17	(	(	PUNCT
ajis02-1539	85	18	denoted	denote	VERB
ajis02-1539	85	19	by	by	ADP
ajis02-1539	85	20	ovals	oval	NOUN
ajis02-1539	85	21	)	)	PUNCT
ajis02-1539	85	22	as	as	SCONJ
ajis02-1539	85	23	shown	show	VERB
ajis02-1539	85	24	in	in	ADP
ajis02-1539	85	25	figure	figure	NOUN
ajis02-1539	85	26	1	1	NUM
ajis02-1539	85	27	.	.	PUNCT
ajis02-1539	86	1	the	the	DET
ajis02-1539	86	2	node	node	NOUN
ajis02-1539	86	3	of	of	ADP
ajis02-1539	86	4	a	a	DET
ajis02-1539	86	5	decision	decision	NOUN
ajis02-1539	86	6	tree	tree	NOUN
ajis02-1539	86	7	symbolizes	symbolize	VERB
ajis02-1539	86	8	a	a	DET
ajis02-1539	86	9	splitting	splitting	NOUN
ajis02-1539	86	10	event	event	NOUN
ajis02-1539	86	11	where	where	SCONJ
ajis02-1539	86	12	the	the	DET
ajis02-1539	86	13	splitting	splitting	NOUN
ajis02-1539	86	14	attribute	attribute	NOUN
ajis02-1539	86	15	(	(	PUNCT
ajis02-1539	86	16	label	label	NOUN
ajis02-1539	86	17	of	of	ADP
ajis02-1539	86	18	the	the	DET
ajis02-1539	86	19	node	node	NOUN
ajis02-1539	86	20	)	)	PUNCT
ajis02-1539	86	21	partitions	partition	VERB
ajis02-1539	86	22	a	a	DET
ajis02-1539	86	23	data	data	NOUN
ajis02-1539	86	24	set	set	VERB
ajis02-1539	86	25	according	accord	VERB
ajis02-1539	86	26	to	to	ADP
ajis02-1539	86	27	its	its	PRON
ajis02-1539	86	28	domain	domain	NOUN
ajis02-1539	86	29	values	value	NOUN
ajis02-1539	86	30	.	.	PUNCT
ajis02-1539	87	1	as	as	ADP
ajis02-1539	87	2	a	a	DET
ajis02-1539	87	3	result	result	NOUN
ajis02-1539	87	4	,	,	PUNCT
ajis02-1539	87	5	a	a	DET
ajis02-1539	87	6	disjoint	disjoint	NOUN
ajis02-1539	87	7	set	set	NOUN
ajis02-1539	87	8	of	of	ADP
ajis02-1539	87	9	horizontal	horizontal	ADJ
ajis02-1539	87	10	segments	segment	NOUN
ajis02-1539	87	11	of	of	ADP
ajis02-1539	87	12	the	the	DET
ajis02-1539	87	13	data	datum	NOUN
ajis02-1539	87	14	set	set	VERB
ajis02-1539	87	15	is	be	AUX
ajis02-1539	87	16	generated	generate	VERB
ajis02-1539	87	17	and	and	CCONJ
ajis02-1539	87	18	each	each	DET
ajis02-1539	87	19	segment	segment	NOUN
ajis02-1539	87	20	contains	contain	VERB
ajis02-1539	87	21	one	one	NUM
ajis02-1539	87	22	set	set	NOUN
ajis02-1539	87	23	of	of	ADP
ajis02-1539	87	24	domain	domain	NOUN
ajis02-1539	87	25	values	value	NOUN
ajis02-1539	87	26	of	of	ADP
ajis02-1539	87	27	the	the	DET
ajis02-1539	87	28	splitting	splitting	NOUN
ajis02-1539	87	29	attribute	attribute	NOUN
ajis02-1539	87	30	.	.	PUNCT
ajis02-1539	88	1	a	a	DET
ajis02-1539	88	2	leaf	leaf	NOUN
ajis02-1539	88	3	of	of	ADP
ajis02-1539	88	4	a	a	DET
ajis02-1539	88	5	decision	decision	NOUN
ajis02-1539	88	6	tree	tree	NOUN
ajis02-1539	88	7	represents	represent	VERB
ajis02-1539	88	8	a	a	DET
ajis02-1539	88	9	horizontal	horizontal	ADJ
ajis02-1539	88	10	segment	segment	NOUN
ajis02-1539	88	11	of	of	ADP
ajis02-1539	88	12	the	the	DET
ajis02-1539	88	13	data	datum	NOUN
ajis02-1539	88	14	set	set	VERB
ajis02-1539	88	15	where	where	SCONJ
ajis02-1539	88	16	no	no	DET
ajis02-1539	88	17	further	further	ADJ
ajis02-1539	88	18	splitting	splitting	NOUN
ajis02-1539	88	19	is	be	AUX
ajis02-1539	88	20	carried	carry	VERB
ajis02-1539	88	21	out	out	ADP
ajis02-1539	88	22	.	.	PUNCT
ajis02-1539	89	1	in	in	ADP
ajis02-1539	89	2	this	this	DET
ajis02-1539	89	3	way	way	NOUN
ajis02-1539	89	4	,	,	PUNCT
ajis02-1539	89	5	all	all	DET
ajis02-1539	89	6	records	record	NOUN
ajis02-1539	89	7	of	of	ADP
ajis02-1539	89	8	a	a	DET
ajis02-1539	89	9	training	training	NOUN
ajis02-1539	89	10	data	datum	NOUN
ajis02-1539	89	11	set	set	VERB
ajis02-1539	89	12	are	be	AUX
ajis02-1539	89	13	distributed	distribute	VERB
ajis02-1539	89	14	among	among	ADP
ajis02-1539	89	15	the	the	DET
ajis02-1539	89	16	leaves	leave	NOUN
ajis02-1539	89	17	.	.	PUNCT
ajis02-1539	90	1	the	the	DET
ajis02-1539	90	2	path	path	NOUN
ajis02-1539	90	3	from	from	ADP
ajis02-1539	90	4	the	the	DET
ajis02-1539	90	5	root	root	NOUN
ajis02-1539	90	6	node	node	NOUN
ajis02-1539	90	7	to	to	ADP
ajis02-1539	90	8	a	a	DET
ajis02-1539	90	9	leaf	leaf	NOUN
ajis02-1539	90	10	makes	make	VERB
ajis02-1539	90	11	up	up	ADP
ajis02-1539	90	12	a	a	DET
ajis02-1539	90	13	rule	rule	NOUN
ajis02-1539	90	14	(	(	PUNCT
ajis02-1539	90	15	i.e.	i.e.	X
ajis02-1539	90	16	pattern	pattern	NOUN
ajis02-1539	90	17	)	)	PUNCT
ajis02-1539	90	18	that	that	PRON
ajis02-1539	90	19	identifies	identify	VERB
ajis02-1539	90	20	a	a	DET
ajis02-1539	90	21	relationship	relationship	NOUN
ajis02-1539	90	22	between	between	ADP
ajis02-1539	90	23	a	a	DET
ajis02-1539	90	24	set	set	NOUN
ajis02-1539	90	25	of	of	ADP
ajis02-1539	90	26	non	non	ADJ
ajis02-1539	90	27	-	-	ADJ
ajis02-1539	90	28	class	class	ADJ
ajis02-1539	90	29	attributes	attribute	NOUN
ajis02-1539	90	30	(	(	PUNCT
ajis02-1539	90	31	splitting	splitting	NOUN
ajis02-1539	90	32	attributes	attribute	NOUN
ajis02-1539	90	33	along	along	ADP
ajis02-1539	90	34	the	the	DET
ajis02-1539	90	35	path	path	NOUN
ajis02-1539	90	36	)	)	PUNCT
ajis02-1539	90	37	and	and	CCONJ
ajis02-1539	90	38	the	the	DET
ajis02-1539	90	39	class	class	NOUN
ajis02-1539	90	40	values	value	NOUN
ajis02-1539	90	41	.	.	PUNCT
ajis02-1539	91	1	for	for	ADP
ajis02-1539	91	2	example	example	NOUN
ajis02-1539	91	3	,	,	PUNCT
ajis02-1539	91	4	the	the	DET
ajis02-1539	91	5	rule	rule	NOUN
ajis02-1539	91	6	for	for	ADP
ajis02-1539	91	7	leaf	leaf	NOUN
ajis02-1539	91	8	1	1	NUM
ajis02-1539	91	9	is	be	AUX
ajis02-1539	91	10	“	"	PUNCT
ajis02-1539	91	11	if	if	SCONJ
ajis02-1539	91	12	degree	degree	NOUN
ajis02-1539	91	13	=	=	NOUN
ajis02-1539	91	14	masters	master	NOUN
ajis02-1539	91	15	and	and	CCONJ
ajis02-1539	91	16	income	income	NOUN
ajis02-1539	91	17	<	<	X
ajis02-1539	91	18	=	=	NOUN
ajis02-1539	91	19	85k	85k	NOUN
ajis02-1539	91	20	→	→	SYM
ajis02-1539	91	21	lecturer	lecturer	NOUN
ajis02-1539	91	22	”	"	PUNCT
ajis02-1539	91	23	as	as	SCONJ
ajis02-1539	91	24	majority	majority	NOUN
ajis02-1539	91	25	records	record	NOUN
ajis02-1539	91	26	(	(	PUNCT
ajis02-1539	91	27	all	all	DET
ajis02-1539	91	28	four	four	NUM
ajis02-1539	91	29	in	in	ADP
ajis02-1539	91	30	this	this	DET
ajis02-1539	91	31	case	case	NOUN
ajis02-1539	91	32	)	)	PUNCT
ajis02-1539	91	33	belonging	belong	VERB
ajis02-1539	91	34	to	to	ADP
ajis02-1539	91	35	the	the	DET
ajis02-1539	91	36	segment	segment	NOUN
ajis02-1539	91	37	represented	represent	VERB
ajis02-1539	91	38	by	by	ADP
ajis02-1539	91	39	leaf	leaf	NOUN
ajis02-1539	91	40	1	1	NUM
ajis02-1539	91	41	have	have	VERB
ajis02-1539	91	42	the	the	DET
ajis02-1539	91	43	class	class	NOUN
ajis02-1539	91	44	value	value	NOUN
ajis02-1539	91	45	lecturer	lecturer	NOUN
ajis02-1539	91	46	.	.	PUNCT
ajis02-1539	92	1	here	here	ADV
ajis02-1539	92	2	,	,	PUNCT
ajis02-1539	92	3	“	"	PUNCT
ajis02-1539	92	4	if	if	SCONJ
ajis02-1539	92	5	degree	degree	NOUN
ajis02-1539	92	6	=	=	NOUN
ajis02-1539	92	7	masters	master	NOUN
ajis02-1539	92	8	and	and	CCONJ
ajis02-1539	92	9	income	income	NOUN
ajis02-1539	92	10	<	<	X
ajis02-1539	92	11	=	=	X
ajis02-1539	92	12	”	"	PUNCT
ajis02-1539	92	13	is	be	AUX
ajis02-1539	92	14	the	the	DET
ajis02-1539	92	15	antecedent	antecedent	NOUN
ajis02-1539	92	16	of	of	ADP
ajis02-1539	92	17	the	the	DET
ajis02-1539	92	18	rule	rule	NOUN
ajis02-1539	92	19	australasian	australasian	ADJ
ajis02-1539	92	20	journal	journal	NOUN
ajis02-1539	92	21	of	of	ADP
ajis02-1539	92	22	information	information	NOUN
ajis02-1539	92	23	systems	systems	PROPN
ajis02-1539	92	24	adnan	adnan	PROPN
ajis02-1539	92	25	&	&	CCONJ
ajis02-1539	92	26	islam	islam	PROPN
ajis02-1539	92	27	2017	2017	NUM
ajis02-1539	92	28	,	,	PUNCT
ajis02-1539	92	29	vol	vol	NOUN
ajis02-1539	92	30	21	21	NUM
ajis02-1539	92	31	,	,	PUNCT
ajis02-1539	92	32	selected	select	VERB
ajis02-1539	92	33	papers	paper	NOUN
ajis02-1539	92	34	from	from	ADP
ajis02-1539	92	35	ausdm	ausdm	PROPN
ajis02-1539	92	36	forex++	forex++	ADJ
ajis02-1539	92	37	:	:	PUNCT
ajis02-1539	92	38	knowledge	knowledge	NOUN
ajis02-1539	92	39	discovery	discovery	NOUN
ajis02-1539	92	40	from	from	ADP
ajis02-1539	92	41	decision	decision	NOUN
ajis02-1539	92	42	forests	forest	NOUN
ajis02-1539	92	43	4	4	NUM
ajis02-1539	92	44	and	and	CCONJ
ajis02-1539	92	45	“	"	PUNCT
ajis02-1539	92	46	lecturer	lecturer	NOUN
ajis02-1539	92	47	”	"	PUNCT
ajis02-1539	92	48	is	be	AUX
ajis02-1539	92	49	the	the	DET
ajis02-1539	92	50	consequent	consequent	NOUN
ajis02-1539	92	51	.	.	PUNCT
ajis02-1539	93	1	a	a	DET
ajis02-1539	93	2	decision	decision	NOUN
ajis02-1539	93	3	tree	tree	NOUN
ajis02-1539	93	4	is	be	AUX
ajis02-1539	93	5	then	then	ADV
ajis02-1539	93	6	used	use	VERB
ajis02-1539	93	7	to	to	PART
ajis02-1539	93	8	predict	predict	VERB
ajis02-1539	93	9	the	the	DET
ajis02-1539	93	10	class	class	NOUN
ajis02-1539	93	11	values	value	NOUN
ajis02-1539	93	12	of	of	ADP
ajis02-1539	93	13	unseen	unseen	ADJ
ajis02-1539	93	14	records	record	NOUN
ajis02-1539	93	15	of	of	ADP
ajis02-1539	93	16	a	a	DET
ajis02-1539	93	17	testing	testing	NOUN
ajis02-1539	93	18	data	datum	NOUN
ajis02-1539	93	19	set	set	VERB
ajis02-1539	93	20	for	for	ADP
ajis02-1539	93	21	which	which	PRON
ajis02-1539	93	22	the	the	DET
ajis02-1539	93	23	class	class	NOUN
ajis02-1539	93	24	values	value	NOUN
ajis02-1539	93	25	are	be	AUX
ajis02-1539	93	26	unknown	unknown	ADJ
ajis02-1539	93	27	(	(	PUNCT
ajis02-1539	93	28	i.e.	i.e.	X
ajis02-1539	93	29	records	record	NOUN
ajis02-1539	93	30	are	be	AUX
ajis02-1539	93	31	unlabeled	unlabele	VERB
ajis02-1539	93	32	)	)	PUNCT
ajis02-1539	93	33	.	.	PUNCT
ajis02-1539	94	1	based	base	VERB
ajis02-1539	94	2	on	on	ADP
ajis02-1539	94	3	the	the	DET
ajis02-1539	94	4	values	value	NOUN
ajis02-1539	94	5	of	of	ADP
ajis02-1539	94	6	non	non	ADJ
ajis02-1539	94	7	-	-	ADJ
ajis02-1539	94	8	class	class	ADJ
ajis02-1539	94	9	attribute	attribute	NOUN
ajis02-1539	94	10	/	/	SYM
ajis02-1539	94	11	s	s	PROPN
ajis02-1539	94	12	of	of	ADP
ajis02-1539	94	13	an	an	DET
ajis02-1539	94	14	unlabeled	unlabeled	ADJ
ajis02-1539	94	15	record	record	NOUN
ajis02-1539	94	16	it	it	PRON
ajis02-1539	94	17	passes	pass	VERB
ajis02-1539	94	18	through	through	ADP
ajis02-1539	94	19	an	an	DET
ajis02-1539	94	20	antecedent	antecedent	NOUN
ajis02-1539	94	21	to	to	PART
ajis02-1539	94	22	be	be	AUX
ajis02-1539	94	23	predicted	predict	VERB
ajis02-1539	94	24	as	as	ADP
ajis02-1539	94	25	the	the	DET
ajis02-1539	94	26	consequent	consequent	NOUN
ajis02-1539	94	27	(	(	PUNCT
ajis02-1539	94	28	adnan	adnan	PROPN
ajis02-1539	94	29	and	and	CCONJ
ajis02-1539	94	30	islam	islam	PROPN
ajis02-1539	94	31	(	(	PUNCT
ajis02-1539	94	32	2014	2014	NUM
ajis02-1539	94	33	)	)	PUNCT
ajis02-1539	94	34	)	)	PUNCT
ajis02-1539	94	35	.	.	PUNCT
ajis02-1539	95	1	figure	figure	VERB
ajis02-1539	95	2	1	1	NUM
ajis02-1539	95	3	:	:	PUNCT
ajis02-1539	95	4	decision	decision	NOUN
ajis02-1539	95	5	tree	tree	NOUN
ajis02-1539	95	6	out	out	ADP
ajis02-1539	95	7	of	of	ADP
ajis02-1539	95	8	all	all	DET
ajis02-1539	95	9	rules	rule	NOUN
ajis02-1539	95	10	obtained	obtain	VERB
ajis02-1539	95	11	from	from	ADP
ajis02-1539	95	12	a	a	DET
ajis02-1539	95	13	decision	decision	NOUN
ajis02-1539	95	14	tree	tree	NOUN
ajis02-1539	95	15	,	,	PUNCT
ajis02-1539	95	16	some	some	PRON
ajis02-1539	95	17	may	may	AUX
ajis02-1539	95	18	have	have	VERB
ajis02-1539	95	19	consequent	consequent	NOUN
ajis02-1539	95	20	from	from	ADP
ajis02-1539	95	21	minority	minority	NOUN
ajis02-1539	95	22	class(es	class(es	PROPN
ajis02-1539	95	23	)	)	PUNCT
ajis02-1539	95	24	and	and	CCONJ
ajis02-1539	95	25	some	some	PRON
ajis02-1539	95	26	may	may	AUX
ajis02-1539	95	27	have	have	VERB
ajis02-1539	95	28	consequent	consequent	NOUN
ajis02-1539	95	29	from	from	ADP
ajis02-1539	95	30	the	the	DET
ajis02-1539	95	31	majority	majority	NOUN
ajis02-1539	95	32	class	class	NOUN
ajis02-1539	95	33	.	.	PUNCT
ajis02-1539	96	1	in	in	ADP
ajis02-1539	96	2	this	this	DET
ajis02-1539	96	3	paper	paper	NOUN
ajis02-1539	96	4	,	,	PUNCT
ajis02-1539	96	5	for	for	ADP
ajis02-1539	96	6	simplification	simplification	NOUN
ajis02-1539	96	7	,	,	PUNCT
ajis02-1539	96	8	“	"	PUNCT
ajis02-1539	96	9	rules	rule	NOUN
ajis02-1539	96	10	with	with	ADP
ajis02-1539	96	11	consequent	consequent	NOUN
ajis02-1539	96	12	from	from	ADP
ajis02-1539	96	13	minority	minority	NOUN
ajis02-1539	96	14	class(es	class(es	NOUN
ajis02-1539	96	15	)	)	PUNCT
ajis02-1539	96	16	”	"	PUNCT
ajis02-1539	96	17	is	be	AUX
ajis02-1539	96	18	called	call	VERB
ajis02-1539	96	19	“	"	PUNCT
ajis02-1539	96	20	rules	rule	NOUN
ajis02-1539	96	21	from	from	ADP
ajis02-1539	96	22	minority	minority	NOUN
ajis02-1539	96	23	class(es	class(es	NOUN
ajis02-1539	96	24	)	)	PUNCT
ajis02-1539	96	25	”	"	PUNCT
ajis02-1539	96	26	and	and	CCONJ
ajis02-1539	96	27	“	"	PUNCT
ajis02-1539	96	28	rules	rule	NOUN
ajis02-1539	96	29	with	with	ADP
ajis02-1539	96	30	consequent	consequent	NOUN
ajis02-1539	96	31	from	from	ADP
ajis02-1539	96	32	the	the	DET
ajis02-1539	96	33	majority	majority	NOUN
ajis02-1539	96	34	class	class	NOUN
ajis02-1539	96	35	”	"	PUNCT
ajis02-1539	96	36	is	be	AUX
ajis02-1539	96	37	called	call	VERB
ajis02-1539	96	38	“	"	PUNCT
ajis02-1539	96	39	rules	rule	NOUN
ajis02-1539	96	40	from	from	ADP
ajis02-1539	96	41	the	the	DET
ajis02-1539	96	42	majority	majority	NOUN
ajis02-1539	96	43	class	class	NOUN
ajis02-1539	96	44	”	"	PUNCT
ajis02-1539	96	45	.	.	PUNCT
ajis02-1539	97	1	2.3	2.3	NUM
ajis02-1539	97	2	decision	decision	NOUN
ajis02-1539	97	3	forest	forest	NOUN
ajis02-1539	97	4	2.3.1	2.3.1	NUM
ajis02-1539	97	5	random	random	ADJ
ajis02-1539	97	6	forest	forest	NOUN
ajis02-1539	97	7	random	random	ADJ
ajis02-1539	97	8	forest	forest	NOUN
ajis02-1539	97	9	(	(	PUNCT
ajis02-1539	97	10	breiman	breiman	NOUN
ajis02-1539	97	11	(	(	PUNCT
ajis02-1539	97	12	2001	2001	NUM
ajis02-1539	97	13	)	)	PUNCT
ajis02-1539	97	14	)	)	PUNCT
ajis02-1539	97	15	is	be	AUX
ajis02-1539	97	16	regarded	regard	VERB
ajis02-1539	97	17	as	as	ADP
ajis02-1539	97	18	a	a	DET
ajis02-1539	97	19	state	state	NOUN
ajis02-1539	97	20	-	-	PUNCT
ajis02-1539	97	21	of	of	ADP
ajis02-1539	97	22	-	-	PUNCT
ajis02-1539	97	23	the	the	DET
ajis02-1539	97	24	-	-	PUNCT
ajis02-1539	97	25	art	art	NOUN
ajis02-1539	97	26	decision	decision	NOUN
ajis02-1539	97	27	forest	forest	NOUN
ajis02-1539	97	28	algorithm	algorithm	NOUN
ajis02-1539	97	29	(	(	PUNCT
ajis02-1539	97	30	bernard	bernard	PROPN
ajis02-1539	97	31	et	et	PROPN
ajis02-1539	97	32	al	al	PROPN
ajis02-1539	97	33	.	.	PROPN
ajis02-1539	98	1	(	(	PUNCT
ajis02-1539	98	2	2012	2012	NUM
ajis02-1539	98	3	)	)	PUNCT
ajis02-1539	98	4	,	,	PUNCT
ajis02-1539	98	5	bernard	bernard	PROPN
ajis02-1539	98	6	et	et	PROPN
ajis02-1539	98	7	al	al	PROPN
ajis02-1539	98	8	.	.	PROPN
ajis02-1539	99	1	(	(	PUNCT
ajis02-1539	99	2	2008	2008	NUM
ajis02-1539	99	3	)	)	PUNCT
ajis02-1539	99	4	)	)	PUNCT
ajis02-1539	100	1	which	which	PRON
ajis02-1539	100	2	is	be	AUX
ajis02-1539	100	3	technically	technically	ADV
ajis02-1539	100	4	a	a	DET
ajis02-1539	100	5	fusion	fusion	NOUN
ajis02-1539	100	6	of	of	ADP
ajis02-1539	100	7	bagging	bagging	NOUN
ajis02-1539	100	8	(	(	PUNCT
ajis02-1539	100	9	breiman	breiman	NOUN
ajis02-1539	100	10	(	(	PUNCT
ajis02-1539	100	11	1996	1996	NUM
ajis02-1539	100	12	)	)	PUNCT
ajis02-1539	100	13	)	)	PUNCT
ajis02-1539	100	14	and	and	CCONJ
ajis02-1539	100	15	random	random	ADJ
ajis02-1539	100	16	subspace	subspace	NOUN
ajis02-1539	100	17	(	(	PUNCT
ajis02-1539	100	18	tin	tin	X
ajis02-1539	100	19	kam	kam	NOUN
ajis02-1539	100	20	(	(	PUNCT
ajis02-1539	100	21	1998	1998	NUM
ajis02-1539	100	22	)	)	PUNCT
ajis02-1539	100	23	)	)	PUNCT
ajis02-1539	100	24	algorithms	algorithm	NOUN
ajis02-1539	100	25	.	.	PUNCT
ajis02-1539	101	1	bagging	bagging	NOUN
ajis02-1539	101	2	(	(	PUNCT
ajis02-1539	101	3	breiman	breiman	NOUN
ajis02-1539	101	4	(	(	PUNCT
ajis02-1539	101	5	1996	1996	NUM
ajis02-1539	101	6	)	)	PUNCT
ajis02-1539	101	7	)	)	PUNCT
ajis02-1539	101	8	generates	generate	VERB
ajis02-1539	101	9	a	a	DET
ajis02-1539	101	10	new	new	ADJ
ajis02-1539	101	11	training	training	NOUN
ajis02-1539	101	12	data	datum	NOUN
ajis02-1539	101	13	set	set	VERB
ajis02-1539	101	14	di	di	NOUN
ajis02-1539	101	15	where	where	SCONJ
ajis02-1539	101	16	the	the	DET
ajis02-1539	101	17	records	record	NOUN
ajis02-1539	101	18	of	of	ADP
ajis02-1539	101	19	di	di	NOUN
ajis02-1539	101	20	are	be	AUX
ajis02-1539	101	21	selected	select	VERB
ajis02-1539	101	22	randomly	randomly	ADV
ajis02-1539	101	23	from	from	ADP
ajis02-1539	101	24	the	the	DET
ajis02-1539	101	25	original	original	ADJ
ajis02-1539	101	26	training	training	NOUN
ajis02-1539	101	27	data	datum	NOUN
ajis02-1539	101	28	set	set	VERB
ajis02-1539	101	29	d.	d.	PROPN
ajis02-1539	101	30	a	a	DET
ajis02-1539	101	31	new	new	ADJ
ajis02-1539	101	32	training	training	NOUN
ajis02-1539	101	33	data	datum	NOUN
ajis02-1539	101	34	set	set	VERB
ajis02-1539	101	35	di	di	NOUN
ajis02-1539	101	36	contains	contain	VERB
ajis02-1539	101	37	the	the	DET
ajis02-1539	101	38	same	same	ADJ
ajis02-1539	101	39	number	number	NOUN
ajis02-1539	101	40	of	of	ADP
ajis02-1539	101	41	records	record	NOUN
ajis02-1539	101	42	as	as	ADP
ajis02-1539	101	43	in	in	ADP
ajis02-1539	101	44	d.	d.	PROPN
ajis02-1539	101	45	thus	thus	ADV
ajis02-1539	101	46	,	,	PUNCT
ajis02-1539	101	47	some	some	DET
ajis02-1539	101	48	records	record	NOUN
ajis02-1539	101	49	of	of	ADP
ajis02-1539	101	50	d	d	NOUN
ajis02-1539	101	51	can	can	AUX
ajis02-1539	101	52	be	be	AUX
ajis02-1539	101	53	selected	select	VERB
ajis02-1539	101	54	multiple	multiple	ADJ
ajis02-1539	101	55	times	time	NOUN
ajis02-1539	101	56	and	and	CCONJ
ajis02-1539	101	57	some	some	DET
ajis02-1539	101	58	records	record	NOUN
ajis02-1539	101	59	may	may	AUX
ajis02-1539	101	60	not	not	PART
ajis02-1539	101	61	be	be	AUX
ajis02-1539	101	62	selected	select	VERB
ajis02-1539	101	63	at	at	ADV
ajis02-1539	101	64	all	all	ADV
ajis02-1539	101	65	.	.	PUNCT
ajis02-1539	102	1	approximately	approximately	ADV
ajis02-1539	102	2	,	,	PUNCT
ajis02-1539	102	3	63.2	63.2	NUM
ajis02-1539	102	4	%	%	NOUN
ajis02-1539	102	5	of	of	ADP
ajis02-1539	102	6	the	the	DET
ajis02-1539	102	7	original	original	ADJ
ajis02-1539	102	8	records	record	NOUN
ajis02-1539	102	9	are	be	AUX
ajis02-1539	102	10	selected	select	VERB
ajis02-1539	102	11	in	in	ADP
ajis02-1539	102	12	a	a	DET
ajis02-1539	102	13	bootstrap	bootstrap	NOUN
ajis02-1539	102	14	sample	sample	NOUN
ajis02-1539	102	15	and	and	CCONJ
ajis02-1539	102	16	the	the	DET
ajis02-1539	102	17	remaining	remain	VERB
ajis02-1539	102	18	36.8	36.8	NUM
ajis02-1539	102	19	%	%	NOUN
ajis02-1539	102	20	records	record	NOUN
ajis02-1539	102	21	are	be	AUX
ajis02-1539	102	22	repeated	repeat	VERB
ajis02-1539	102	23	(	(	PUNCT
ajis02-1539	102	24	han	han	PROPN
ajis02-1539	102	25	et	et	PROPN
ajis02-1539	102	26	al	al	PROPN
ajis02-1539	102	27	.	.	PROPN
ajis02-1539	103	1	(	(	PUNCT
ajis02-1539	103	2	2011	2011	NUM
ajis02-1539	103	3	)	)	PUNCT
ajis02-1539	103	4	)	)	PUNCT
ajis02-1539	103	5	.	.	PUNCT
ajis02-1539	104	1	bagging	bagging	NOUN
ajis02-1539	104	2	generates	generate	VERB
ajis02-1539	104	3	a	a	DET
ajis02-1539	104	4	predefined	predefine	VERB
ajis02-1539	104	5	number	number	NOUN
ajis02-1539	104	6	(	(	PUNCT
ajis02-1539	104	7	t	t	NOUN
ajis02-1539	104	8	)	)	PUNCT
ajis02-1539	104	9	of	of	ADP
ajis02-1539	104	10	bootstrap	bootstrap	NOUN
ajis02-1539	104	11	samples	sample	NOUN
ajis02-1539	104	12	(	(	PUNCT
ajis02-1539	104	13	d1	d1	NOUN
ajis02-1539	104	14	,	,	PUNCT
ajis02-1539	104	15	d2	d2	PROPN
ajis02-1539	104	16	,	,	PUNCT
ajis02-1539	104	17	…	…	PUNCT
ajis02-1539	104	18	,	,	PUNCT
ajis02-1539	104	19	dt	dt	NOUN
ajis02-1539	104	20	)	)	PUNCT
ajis02-1539	104	21	using	use	VERB
ajis02-1539	104	22	the	the	DET
ajis02-1539	104	23	above	above	ADJ
ajis02-1539	104	24	mentioned	mention	VERB
ajis02-1539	104	25	approach	approach	NOUN
ajis02-1539	104	26	.	.	PUNCT
ajis02-1539	105	1	a	a	DET
ajis02-1539	105	2	decision	decision	NOUN
ajis02-1539	105	3	tree	tree	NOUN
ajis02-1539	105	4	building	building	NOUN
ajis02-1539	105	5	algorithm	algorithm	NOUN
ajis02-1539	105	6	is	be	AUX
ajis02-1539	105	7	then	then	ADV
ajis02-1539	105	8	applied	apply	VERB
ajis02-1539	105	9	on	on	ADP
ajis02-1539	105	10	each	each	DET
ajis02-1539	105	11	bootstrap	bootstrap	NOUN
ajis02-1539	105	12	sample	sample	NOUN
ajis02-1539	105	13	di	di	X
ajis02-1539	105	14	(	(	PUNCT
ajis02-1539	105	15	i	i	NOUN
ajis02-1539	105	16	=	=	NOUN
ajis02-1539	105	17	1	1	NUM
ajis02-1539	105	18	,	,	PUNCT
ajis02-1539	105	19	2	2	NUM
ajis02-1539	105	20	,	,	PUNCT
ajis02-1539	105	21	…	…	NUM
ajis02-1539	105	22	,	,	PUNCT
ajis02-1539	105	23	t	t	PROPN
ajis02-1539	105	24	)	)	PUNCT
ajis02-1539	105	25	in	in	ADP
ajis02-1539	105	26	order	order	NOUN
ajis02-1539	105	27	to	to	PART
ajis02-1539	105	28	generate	generate	VERB
ajis02-1539	105	29	altogether	altogether	ADV
ajis02-1539	105	30	t	t	PROPN
ajis02-1539	105	31	number	number	NOUN
ajis02-1539	105	32	of	of	ADP
ajis02-1539	105	33	trees	tree	NOUN
ajis02-1539	105	34	for	for	ADP
ajis02-1539	105	35	the	the	DET
ajis02-1539	105	36	forest	forest	NOUN
ajis02-1539	105	37	.	.	PUNCT
ajis02-1539	106	1	the	the	DET
ajis02-1539	106	2	random	random	ADJ
ajis02-1539	106	3	subspace	subspace	NOUN
ajis02-1539	106	4	algorithm	algorithm	NOUN
ajis02-1539	106	5	(	(	PUNCT
ajis02-1539	106	6	tin	tin	NOUN
ajis02-1539	106	7	kam	kam	NOUN
ajis02-1539	106	8	(	(	PUNCT
ajis02-1539	106	9	1998	1998	NUM
ajis02-1539	106	10	)	)	PUNCT
ajis02-1539	106	11	)	)	PUNCT
ajis02-1539	106	12	algorithm	algorithm	NOUN
ajis02-1539	106	13	randomly	randomly	ADV
ajis02-1539	106	14	draws	draw	VERB
ajis02-1539	106	15	a	a	DET
ajis02-1539	106	16	subset	subset	NOUN
ajis02-1539	106	17	of	of	ADP
ajis02-1539	106	18	attributes	attribute	NOUN
ajis02-1539	106	19	(	(	PUNCT
ajis02-1539	106	20	subspace	subspace	PROPN
ajis02-1539	106	21	)	)	PUNCT
ajis02-1539	106	22	f	f	NOUN
ajis02-1539	106	23	from	from	ADP
ajis02-1539	106	24	the	the	DET
ajis02-1539	106	25	entire	entire	ADJ
ajis02-1539	106	26	attribute	attribute	NOUN
ajis02-1539	106	27	space	space	NOUN
ajis02-1539	106	28	m.	m.	NOUN
ajis02-1539	106	29	f	f	PROPN
ajis02-1539	106	30	can	can	AUX
ajis02-1539	106	31	be	be	AUX
ajis02-1539	106	32	drawn	draw	VERB
ajis02-1539	106	33	either	either	CCONJ
ajis02-1539	106	34	at	at	ADP
ajis02-1539	106	35	the	the	DET
ajis02-1539	106	36	tree	tree	NOUN
ajis02-1539	106	37	level	level	NOUN
ajis02-1539	106	38	or	or	CCONJ
ajis02-1539	106	39	at	at	ADP
ajis02-1539	106	40	the	the	DET
ajis02-1539	106	41	node	node	ADJ
ajis02-1539	106	42	level	level	NOUN
ajis02-1539	106	43	.	.	PUNCT
ajis02-1539	107	1	when	when	SCONJ
ajis02-1539	107	2	selected	select	VERB
ajis02-1539	107	3	at	at	ADP
ajis02-1539	107	4	the	the	DET
ajis02-1539	107	5	tree	tree	NOUN
ajis02-1539	107	6	level	level	NOUN
ajis02-1539	107	7	,	,	PUNCT
ajis02-1539	107	8	attributes	attribute	VERB
ajis02-1539	107	9	in	in	ADP
ajis02-1539	107	10	f	f	PROPN
ajis02-1539	107	11	remains	remain	VERB
ajis02-1539	107	12	the	the	DET
ajis02-1539	107	13	same	same	ADJ
ajis02-1539	107	14	for	for	ADP
ajis02-1539	107	15	each	each	DET
ajis02-1539	107	16	node	node	NOUN
ajis02-1539	107	17	of	of	ADP
ajis02-1539	107	18	a	a	DET
ajis02-1539	107	19	tree	tree	NOUN
ajis02-1539	107	20	;	;	PUNCT
ajis02-1539	107	21	on	on	ADP
ajis02-1539	107	22	the	the	DET
ajis02-1539	107	23	other	other	ADJ
ajis02-1539	107	24	hand	hand	NOUN
ajis02-1539	107	25	attributes	attribute	NOUN
ajis02-1539	107	26	in	in	ADP
ajis02-1539	107	27	f	f	PROPN
ajis02-1539	107	28	may	may	AUX
ajis02-1539	107	29	differ	differ	VERB
ajis02-1539	107	30	from	from	ADP
ajis02-1539	107	31	one	one	NUM
ajis02-1539	107	32	node	node	NOUN
ajis02-1539	107	33	to	to	ADP
ajis02-1539	107	34	another	another	PRON
ajis02-1539	107	35	in	in	ADP
ajis02-1539	107	36	a	a	DET
ajis02-1539	107	37	tree	tree	NOUN
ajis02-1539	107	38	when	when	SCONJ
ajis02-1539	107	39	selected	select	VERB
ajis02-1539	107	40	at	at	ADP
ajis02-1539	107	41	the	the	DET
ajis02-1539	107	42	node	node	ADJ
ajis02-1539	107	43	level	level	NOUN
ajis02-1539	107	44	.	.	PUNCT
ajis02-1539	108	1	the	the	DET
ajis02-1539	108	2	best	good	ADJ
ajis02-1539	108	3	attribute	attribute	NOUN
ajis02-1539	108	4	in	in	ADP
ajis02-1539	108	5	f	f	PROPN
ajis02-1539	108	6	is	be	AUX
ajis02-1539	108	7	determined	determine	VERB
ajis02-1539	108	8	to	to	PART
ajis02-1539	108	9	be	be	AUX
ajis02-1539	108	10	the	the	DET
ajis02-1539	108	11	splitting	splitting	NOUN
ajis02-1539	108	12	attribute	attribute	NOUN
ajis02-1539	108	13	for	for	ADP
ajis02-1539	108	14	the	the	DET
ajis02-1539	108	15	associated	associated	ADJ
ajis02-1539	108	16	node	node	NOUN
ajis02-1539	108	17	.	.	PUNCT
ajis02-1539	109	1	the	the	DET
ajis02-1539	109	2	random	random	ADJ
ajis02-1539	109	3	subspace	subspace	NOUN
ajis02-1539	109	4	algorithm	algorithm	NOUN
ajis02-1539	109	5	is	be	AUX
ajis02-1539	109	6	applied	apply	VERB
ajis02-1539	109	7	on	on	ADP
ajis02-1539	109	8	the	the	DET
ajis02-1539	109	9	original	original	ADJ
ajis02-1539	109	10	training	training	NOUN
ajis02-1539	109	11	data	datum	NOUN
ajis02-1539	109	12	set	set	VERB
ajis02-1539	109	13	(	(	PUNCT
ajis02-1539	109	14	not	not	PART
ajis02-1539	109	15	on	on	ADP
ajis02-1539	109	16	bootstrap	bootstrap	NOUN
ajis02-1539	109	17	samples	sample	NOUN
ajis02-1539	109	18	)	)	PUNCT
ajis02-1539	109	19	for	for	ADP
ajis02-1539	109	20	building	build	VERB
ajis02-1539	109	21	decision	decision	NOUN
ajis02-1539	109	22	trees	tree	NOUN
ajis02-1539	109	23	.	.	PUNCT
ajis02-1539	110	1	random	random	ADJ
ajis02-1539	110	2	forest	forest	NOUN
ajis02-1539	110	3	in	in	ADP
ajis02-1539	110	4	its	its	PRON
ajis02-1539	110	5	simplest	simple	ADJ
ajis02-1539	110	6	form	form	NOUN
ajis02-1539	110	7	uses	use	VERB
ajis02-1539	110	8	bootstrap	bootstrap	NOUN
ajis02-1539	110	9	sampling	sampling	NOUN
ajis02-1539	110	10	and	and	CCONJ
ajis02-1539	110	11	node	node	ADJ
ajis02-1539	110	12	level	level	NOUN
ajis02-1539	110	13	subspacing	subspace	VERB
ajis02-1539	110	14	for	for	ADP
ajis02-1539	110	15	generating	generate	VERB
ajis02-1539	110	16	decision	decision	NOUN
ajis02-1539	110	17	trees	tree	NOUN
ajis02-1539	110	18	(	(	PUNCT
ajis02-1539	110	19	(	(	PUNCT
ajis02-1539	110	20	breiman	breiman	NOUN
ajis02-1539	110	21	,	,	PUNCT
ajis02-1539	110	22	2001	2001	NUM
ajis02-1539	110	23	)	)	PUNCT
ajis02-1539	110	24	)	)	PUNCT
ajis02-1539	110	25	.	.	PUNCT
ajis02-1539	111	1	australasian	australasian	ADJ
ajis02-1539	111	2	journal	journal	NOUN
ajis02-1539	111	3	of	of	ADP
ajis02-1539	111	4	information	information	NOUN
ajis02-1539	111	5	systems	systems	PROPN
ajis02-1539	111	6	adnan	adnan	PROPN
ajis02-1539	111	7	&	&	CCONJ
ajis02-1539	111	8	islam	islam	PROPN
ajis02-1539	111	9	2017	2017	NUM
ajis02-1539	111	10	,	,	PUNCT
ajis02-1539	111	11	vol	vol	NOUN
ajis02-1539	111	12	21	21	NUM
ajis02-1539	111	13	,	,	PUNCT
ajis02-1539	111	14	selected	select	VERB
ajis02-1539	111	15	papers	paper	NOUN
ajis02-1539	111	16	from	from	ADP
ajis02-1539	111	17	ausdm	ausdm	PROPN
ajis02-1539	111	18	forex++	forex++	ADJ
ajis02-1539	111	19	:	:	PUNCT
ajis02-1539	111	20	knowledge	knowledge	NOUN
ajis02-1539	111	21	discovery	discovery	NOUN
ajis02-1539	111	22	from	from	ADP
ajis02-1539	111	23	decision	decision	NOUN
ajis02-1539	111	24	forests	forest	NOUN
ajis02-1539	111	25	5	5	NUM
ajis02-1539	111	26	2.3.2	2.3.2	NUM
ajis02-1539	111	27	forest	forest	NOUN
ajis02-1539	111	28	pa	pa	PROPN
ajis02-1539	111	29	recently	recently	ADV
ajis02-1539	111	30	,	,	PUNCT
ajis02-1539	111	31	we	we	PRON
ajis02-1539	111	32	have	have	AUX
ajis02-1539	111	33	proposed	propose	VERB
ajis02-1539	111	34	a	a	DET
ajis02-1539	111	35	new	new	ADJ
ajis02-1539	111	36	decision	decision	NOUN
ajis02-1539	111	37	forest	forest	NOUN
ajis02-1539	111	38	algorithm	algorithm	NOUN
ajis02-1539	111	39	called	call	VERB
ajis02-1539	111	40	“	"	PUNCT
ajis02-1539	111	41	forest	forest	NOUN
ajis02-1539	111	42	by	by	ADP
ajis02-1539	111	43	penalizing	penalize	VERB
ajis02-1539	111	44	attributes	attribute	NOUN
ajis02-1539	111	45	(	(	PUNCT
ajis02-1539	111	46	forest	forest	PROPN
ajis02-1539	111	47	pa	pa	PROPN
ajis02-1539	111	48	)	)	PUNCT
ajis02-1539	111	49	”	"	PUNCT
ajis02-1539	111	50	(	(	PUNCT
ajis02-1539	111	51	adnan	adnan	PROPN
ajis02-1539	111	52	and	and	CCONJ
ajis02-1539	111	53	islam	islam	PROPN
ajis02-1539	111	54	(	(	PUNCT
ajis02-1539	111	55	2017	2017	NUM
ajis02-1539	111	56	)	)	PUNCT
ajis02-1539	111	57	)	)	PUNCT
ajis02-1539	111	58	that	that	PRON
ajis02-1539	111	59	imposes	impose	VERB
ajis02-1539	111	60	penalties	penalty	NOUN
ajis02-1539	111	61	on	on	ADP
ajis02-1539	111	62	attributes	attribute	NOUN
ajis02-1539	111	63	systematically	systematically	ADV
ajis02-1539	111	64	in	in	ADP
ajis02-1539	111	65	such	such	DET
ajis02-1539	111	66	a	a	DET
ajis02-1539	111	67	way	way	NOUN
ajis02-1539	111	68	that	that	PRON
ajis02-1539	111	69	an	an	DET
ajis02-1539	111	70	attribute	attribute	NOUN
ajis02-1539	111	71	tested	test	VERB
ajis02-1539	111	72	at	at	ADP
ajis02-1539	111	73	lower	low	ADJ
ajis02-1539	111	74	level	level	NOUN
ajis02-1539	111	75	(	(	PUNCT
ajis02-1539	111	76	such	such	ADJ
ajis02-1539	111	77	as	as	ADP
ajis02-1539	111	78	in	in	ADP
ajis02-1539	111	79	the	the	DET
ajis02-1539	111	80	root	root	NOUN
ajis02-1539	111	81	node	node	NOUN
ajis02-1539	111	82	)	)	PUNCT
ajis02-1539	111	83	receives	receive	VERB
ajis02-1539	111	84	higher	high	ADJ
ajis02-1539	111	85	penalty	penalty	NOUN
ajis02-1539	111	86	(	(	PUNCT
ajis02-1539	111	87	lower	low	ADJ
ajis02-1539	111	88	weight	weight	NOUN
ajis02-1539	111	89	)	)	PUNCT
ajis02-1539	111	90	than	than	ADP
ajis02-1539	111	91	an	an	DET
ajis02-1539	111	92	attribute	attribute	NOUN
ajis02-1539	111	93	tested	test	VERB
ajis02-1539	111	94	at	at	ADP
ajis02-1539	111	95	higher	high	ADJ
ajis02-1539	111	96	level	level	NOUN
ajis02-1539	111	97	.	.	PUNCT
ajis02-1539	112	1	the	the	DET
ajis02-1539	112	2	reason	reason	NOUN
ajis02-1539	112	3	is	be	AUX
ajis02-1539	112	4	that	that	SCONJ
ajis02-1539	112	5	an	an	DET
ajis02-1539	112	6	attribute	attribute	NOUN
ajis02-1539	112	7	tested	test	VERB
ajis02-1539	112	8	at	at	ADP
ajis02-1539	112	9	lower	low	ADJ
ajis02-1539	112	10	level	level	NOUN
ajis02-1539	112	11	may	may	AUX
ajis02-1539	112	12	influence	influence	VERB
ajis02-1539	112	13	more	more	ADJ
ajis02-1539	112	14	rules	rule	NOUN
ajis02-1539	112	15	than	than	ADP
ajis02-1539	112	16	an	an	DET
ajis02-1539	112	17	attribute	attribute	NOUN
ajis02-1539	112	18	tested	test	VERB
ajis02-1539	112	19	at	at	ADP
ajis02-1539	112	20	higher	high	ADJ
ajis02-1539	112	21	level	level	NOUN
ajis02-1539	112	22	as	as	SCONJ
ajis02-1539	112	23	discussed	discuss	VERB
ajis02-1539	112	24	earlier	early	ADV
ajis02-1539	112	25	.	.	PUNCT
ajis02-1539	113	1	thus	thus	ADV
ajis02-1539	113	2	in	in	ADP
ajis02-1539	113	3	order	order	NOUN
ajis02-1539	113	4	to	to	PART
ajis02-1539	113	5	discover	discover	VERB
ajis02-1539	113	6	diverse	diverse	ADJ
ajis02-1539	113	7	set	set	NOUN
ajis02-1539	113	8	of	of	ADP
ajis02-1539	113	9	rules	rule	NOUN
ajis02-1539	113	10	,	,	PUNCT
ajis02-1539	113	11	attributes	attribute	NOUN
ajis02-1539	113	12	tested	test	VERB
ajis02-1539	113	13	at	at	ADP
ajis02-1539	113	14	lower	low	ADJ
ajis02-1539	113	15	levels	level	NOUN
ajis02-1539	113	16	are	be	AUX
ajis02-1539	113	17	supposed	suppose	VERB
ajis02-1539	113	18	to	to	PART
ajis02-1539	113	19	be	be	AUX
ajis02-1539	113	20	avoided	avoid	VERB
ajis02-1539	113	21	in	in	ADP
ajis02-1539	113	22	a	a	DET
ajis02-1539	113	23	future	future	ADJ
ajis02-1539	113	24	tree	tree	NOUN
ajis02-1539	113	25	more	more	ADV
ajis02-1539	113	26	seriously	seriously	ADV
ajis02-1539	113	27	than	than	ADP
ajis02-1539	113	28	those	those	DET
ajis02-1539	113	29	attributes	attribute	NOUN
ajis02-1539	113	30	that	that	PRON
ajis02-1539	113	31	are	be	AUX
ajis02-1539	113	32	tested	test	VERB
ajis02-1539	113	33	at	at	ADP
ajis02-1539	113	34	higher	high	ADJ
ajis02-1539	113	35	levels	level	NOUN
ajis02-1539	113	36	.	.	PUNCT
ajis02-1539	114	1	furthermore	furthermore	ADV
ajis02-1539	114	2	,	,	PUNCT
ajis02-1539	114	3	to	to	PART
ajis02-1539	114	4	increase	increase	VERB
ajis02-1539	114	5	the	the	DET
ajis02-1539	114	6	chance	chance	NOUN
ajis02-1539	114	7	of	of	ADP
ajis02-1539	114	8	having	have	VERB
ajis02-1539	114	9	different	different	ADJ
ajis02-1539	114	10	weights	weight	NOUN
ajis02-1539	114	11	among	among	ADP
ajis02-1539	114	12	attributes	attribute	NOUN
ajis02-1539	114	13	in	in	ADP
ajis02-1539	114	14	the	the	DET
ajis02-1539	114	15	same	same	ADJ
ajis02-1539	114	16	level	level	NOUN
ajis02-1539	114	17	,	,	PUNCT
ajis02-1539	114	18	forest	forest	PROPN
ajis02-1539	114	19	pa	pa	PROPN
ajis02-1539	114	20	randomly	randomly	ADV
ajis02-1539	114	21	selects	select	VERB
ajis02-1539	114	22	the	the	DET
ajis02-1539	114	23	weight	weight	NOUN
ajis02-1539	114	24	of	of	ADP
ajis02-1539	114	25	an	an	DET
ajis02-1539	114	26	attribute	attribute	NOUN
ajis02-1539	114	27	from	from	ADP
ajis02-1539	114	28	the	the	DET
ajis02-1539	114	29	weight	weight	NOUN
ajis02-1539	114	30	-	-	PUNCT
ajis02-1539	114	31	range	range	NOUN
ajis02-1539	114	32	(	(	PUNCT
ajis02-1539	114	33	wr	wr	NOUN
ajis02-1539	114	34	)	)	PUNCT
ajis02-1539	114	35	allocated	allocate	VERB
ajis02-1539	114	36	for	for	ADP
ajis02-1539	114	37	the	the	DET
ajis02-1539	114	38	attribute	attribute	NOUN
ajis02-1539	114	39	’s	’s	PART
ajis02-1539	114	40	level	level	NOUN
ajis02-1539	114	41	(	(	PUNCT
ajis02-1539	114	42	adnan	adnan	PROPN
ajis02-1539	114	43	and	and	CCONJ
ajis02-1539	114	44	islam	islam	PROPN
ajis02-1539	114	45	(	(	PUNCT
ajis02-1539	114	46	2017	2017	NUM
ajis02-1539	114	47	)	)	PUNCT
ajis02-1539	114	48	)	)	PUNCT
ajis02-1539	114	49	.	.	PUNCT
ajis02-1539	115	1	forest	forest	PROPN
ajis02-1539	115	2	pa	pa	PROPN
ajis02-1539	115	3	also	also	ADV
ajis02-1539	115	4	has	have	VERB
ajis02-1539	115	5	a	a	DET
ajis02-1539	115	6	mechanism	mechanism	NOUN
ajis02-1539	115	7	to	to	PART
ajis02-1539	115	8	gradually	gradually	ADV
ajis02-1539	115	9	increase	increase	VERB
ajis02-1539	115	10	weights	weight	NOUN
ajis02-1539	115	11	(	(	PUNCT
ajis02-1539	115	12	withdraw	withdraw	VERB
ajis02-1539	115	13	penalties	penalty	NOUN
ajis02-1539	115	14	)	)	PUNCT
ajis02-1539	115	15	from	from	ADP
ajis02-1539	115	16	the	the	DET
ajis02-1539	115	17	attributes	attribute	NOUN
ajis02-1539	115	18	that	that	PRON
ajis02-1539	115	19	have	have	AUX
ajis02-1539	115	20	not	not	PART
ajis02-1539	115	21	been	be	AUX
ajis02-1539	115	22	tested	test	VERB
ajis02-1539	115	23	in	in	ADP
ajis02-1539	115	24	the	the	DET
ajis02-1539	115	25	subsequent	subsequent	ADJ
ajis02-1539	115	26	trees	tree	NOUN
ajis02-1539	115	27	.	.	PUNCT
ajis02-1539	116	1	this	this	PRON
ajis02-1539	116	2	addresses	address	VERB
ajis02-1539	116	3	the	the	DET
ajis02-1539	116	4	situation	situation	NOUN
ajis02-1539	116	5	where	where	SCONJ
ajis02-1539	116	6	all	all	DET
ajis02-1539	116	7	good	good	ADJ
ajis02-1539	116	8	attributes	attribute	NOUN
ajis02-1539	116	9	(	(	PUNCT
ajis02-1539	116	10	attributes	attribute	NOUN
ajis02-1539	116	11	with	with	ADP
ajis02-1539	116	12	high	high	ADJ
ajis02-1539	116	13	classification	classification	NOUN
ajis02-1539	116	14	capacity	capacity	NOUN
ajis02-1539	116	15	)	)	PUNCT
ajis02-1539	116	16	suffer	suffer	VERB
ajis02-1539	116	17	from	from	ADP
ajis02-1539	116	18	high	high	ADJ
ajis02-1539	116	19	penalties	penalty	NOUN
ajis02-1539	116	20	and	and	CCONJ
ajis02-1539	116	21	thus	thus	ADV
ajis02-1539	116	22	poor	poor	ADJ
ajis02-1539	116	23	quality	quality	NOUN
ajis02-1539	116	24	trees	tree	NOUN
ajis02-1539	116	25	can	can	AUX
ajis02-1539	116	26	be	be	AUX
ajis02-1539	116	27	generated	generate	VERB
ajis02-1539	116	28	at	at	ADP
ajis02-1539	116	29	some	some	DET
ajis02-1539	116	30	later	later	ADJ
ajis02-1539	116	31	stage	stage	NOUN
ajis02-1539	116	32	of	of	ADP
ajis02-1539	116	33	the	the	DET
ajis02-1539	116	34	forest	forest	NOUN
ajis02-1539	116	35	building	building	NOUN
ajis02-1539	116	36	process	process	NOUN
ajis02-1539	116	37	.	.	PUNCT
ajis02-1539	117	1	forest	forest	PROPN
ajis02-1539	117	2	pa	pa	PROPN
ajis02-1539	117	3	also	also	ADV
ajis02-1539	117	4	uses	use	VERB
ajis02-1539	117	5	bootstrap	bootstrap	NOUN
ajis02-1539	117	6	samples	sample	NOUN
ajis02-1539	117	7	of	of	ADP
ajis02-1539	117	8	the	the	DET
ajis02-1539	117	9	original	original	ADJ
ajis02-1539	117	10	training	training	NOUN
ajis02-1539	117	11	data	datum	NOUN
ajis02-1539	117	12	set	set	VERB
ajis02-1539	117	13	(	(	PUNCT
ajis02-1539	117	14	breiman	breiman	NOUN
ajis02-1539	117	15	(	(	PUNCT
ajis02-1539	117	16	1996	1996	NUM
ajis02-1539	117	17	)	)	PUNCT
ajis02-1539	117	18	)	)	PUNCT
ajis02-1539	117	19	to	to	PART
ajis02-1539	117	20	ensure	ensure	VERB
ajis02-1539	117	21	further	further	ADJ
ajis02-1539	117	22	diversity	diversity	NOUN
ajis02-1539	117	23	.	.	PUNCT
ajis02-1539	118	1	2.4	2.4	NUM
ajis02-1539	118	2	the	the	DET
ajis02-1539	118	3	rf+hc	rf+hc	NUM
ajis02-1539	118	4	method	method	NOUN
ajis02-1539	118	5	similar	similar	ADJ
ajis02-1539	118	6	to	to	ADP
ajis02-1539	118	7	finding	find	VERB
ajis02-1539	118	8	the	the	DET
ajis02-1539	118	9	best	good	ADJ
ajis02-1539	118	10	subforest	subfor	ADJ
ajis02-1539	118	11	,	,	PUNCT
ajis02-1539	118	12	finding	find	VERB
ajis02-1539	118	13	the	the	DET
ajis02-1539	118	14	best	good	ADJ
ajis02-1539	118	15	subset	subset	NOUN
ajis02-1539	118	16	of	of	ADP
ajis02-1539	118	17	rules	rule	NOUN
ajis02-1539	118	18	by	by	ADP
ajis02-1539	118	19	exhaustive	exhaustive	ADJ
ajis02-1539	118	20	search	search	NOUN
ajis02-1539	118	21	over	over	ADP
ajis02-1539	118	22	any	any	DET
ajis02-1539	118	23	criteria	criterion	NOUN
ajis02-1539	118	24	is	be	AUX
ajis02-1539	118	25	an	an	DET
ajis02-1539	118	26	np	np	INTJ
ajis02-1539	118	27	-	-	PUNCT
ajis02-1539	118	28	hard	hard	ADJ
ajis02-1539	118	29	problem	problem	NOUN
ajis02-1539	118	30	(	(	PUNCT
ajis02-1539	118	31	adnan	adnan	PROPN
ajis02-1539	118	32	and	and	CCONJ
ajis02-1539	118	33	islam	islam	PROPN
ajis02-1539	118	34	(	(	PUNCT
ajis02-1539	118	35	2016c	2016c	NUM
ajis02-1539	118	36	)	)	PUNCT
ajis02-1539	118	37	,	,	PUNCT
ajis02-1539	118	38	mashayekhi	mashayekhi	PROPN
ajis02-1539	118	39	and	and	CCONJ
ajis02-1539	118	40	gras	gras	PROPN
ajis02-1539	118	41	(	(	PUNCT
ajis02-1539	118	42	2015	2015	NUM
ajis02-1539	118	43	)	)	PUNCT
ajis02-1539	118	44	)	)	PUNCT
ajis02-1539	118	45	.	.	PUNCT
ajis02-1539	119	1	in	in	ADP
ajis02-1539	119	2	order	order	NOUN
ajis02-1539	119	3	to	to	PART
ajis02-1539	119	4	avoid	avoid	VERB
ajis02-1539	119	5	such	such	ADJ
ajis02-1539	119	6	computational	computational	ADJ
ajis02-1539	119	7	burden	burden	NOUN
ajis02-1539	119	8	,	,	PUNCT
ajis02-1539	119	9	rule	rule	NOUN
ajis02-1539	119	10	extraction	extraction	NOUN
ajis02-1539	119	11	problem	problem	NOUN
ajis02-1539	119	12	can	can	AUX
ajis02-1539	119	13	be	be	AUX
ajis02-1539	119	14	solved	solve	VERB
ajis02-1539	119	15	by	by	ADP
ajis02-1539	119	16	a	a	DET
ajis02-1539	119	17	heuristic	heuristic	NOUN
ajis02-1539	119	18	or	or	CCONJ
ajis02-1539	119	19	a	a	DET
ajis02-1539	119	20	hill	hill	NOUN
ajis02-1539	119	21	climbing	climbing	NOUN
ajis02-1539	119	22	approach	approach	NOUN
ajis02-1539	119	23	as	as	SCONJ
ajis02-1539	119	24	suggested	suggest	VERB
ajis02-1539	119	25	in	in	ADP
ajis02-1539	119	26	the	the	DET
ajis02-1539	119	27	rf+hc	rf+hc	PROPN
ajis02-1539	119	28	method	method	NOUN
ajis02-1539	119	29	(	(	PUNCT
ajis02-1539	119	30	mashayekhi	mashayekhi	PROPN
ajis02-1539	119	31	and	and	CCONJ
ajis02-1539	119	32	gras	gras	PROPN
ajis02-1539	119	33	(	(	PUNCT
ajis02-1539	119	34	2015	2015	NUM
ajis02-1539	119	35	)	)	PUNCT
ajis02-1539	119	36	)	)	PUNCT
ajis02-1539	119	37	.	.	PUNCT
ajis02-1539	120	1	in	in	ADP
ajis02-1539	120	2	doing	do	VERB
ajis02-1539	120	3	so	so	ADV
ajis02-1539	120	4	,	,	PUNCT
ajis02-1539	120	5	the	the	DET
ajis02-1539	120	6	rf+hc	rf+hc	PROPN
ajis02-1539	120	7	method	method	NOUN
ajis02-1539	120	8	first	first	ADV
ajis02-1539	120	9	ranks	rank	VERB
ajis02-1539	120	10	all	all	DET
ajis02-1539	120	11	rules	rule	NOUN
ajis02-1539	120	12	using	use	VERB
ajis02-1539	120	13	equation	equation	NOUN
ajis02-1539	120	14	1	1	NUM
ajis02-1539	120	15	.	.	PUNCT
ajis02-1539	121	1	rule_score	rule_score	NUM
ajis02-1539	121	2	=	=	NOUN
ajis02-1539	121	3	𝑐𝑐−𝑖𝑐	𝑐𝑐−𝑖𝑐	X
ajis02-1539	122	1	𝑐𝑐+𝑖𝑐	𝑐𝑐+𝑖𝑐	X
ajis02-1539	122	2	+	+	CCONJ
ajis02-1539	122	3	𝑐𝑐	𝑐𝑐	NOUN
ajis02-1539	122	4	𝑖𝑐+𝑘	𝑖𝑐+𝑘	NOUN
ajis02-1539	123	1	+	+	CCONJ
ajis02-1539	123	2	𝑐𝑐	𝑐𝑐	NOUN
ajis02-1539	123	3	𝑟𝑙	𝑟𝑙	PRON
ajis02-1539	123	4	equation	equation	NOUN
ajis02-1539	123	5	1	1	NUM
ajis02-1539	123	6	here	here	ADV
ajis02-1539	123	7	,	,	PUNCT
ajis02-1539	123	8	cc	cc	PROPN
ajis02-1539	123	9	is	be	AUX
ajis02-1539	123	10	the	the	DET
ajis02-1539	123	11	number	number	NOUN
ajis02-1539	123	12	of	of	ADP
ajis02-1539	123	13	records	record	NOUN
ajis02-1539	123	14	that	that	PRON
ajis02-1539	123	15	is	be	AUX
ajis02-1539	123	16	covered	cover	VERB
ajis02-1539	123	17	and	and	CCONJ
ajis02-1539	123	18	correctly	correctly	ADV
ajis02-1539	123	19	classified	classify	VERB
ajis02-1539	123	20	by	by	ADP
ajis02-1539	123	21	a	a	DET
ajis02-1539	123	22	rule	rule	NOUN
ajis02-1539	123	23	.	.	PUNCT
ajis02-1539	124	1	ic	ic	PROPN
ajis02-1539	124	2	is	be	AUX
ajis02-1539	124	3	the	the	DET
ajis02-1539	124	4	number	number	NOUN
ajis02-1539	124	5	of	of	ADP
ajis02-1539	124	6	records	record	NOUN
ajis02-1539	124	7	that	that	PRON
ajis02-1539	124	8	is	be	AUX
ajis02-1539	124	9	covered	cover	VERB
ajis02-1539	124	10	and	and	CCONJ
ajis02-1539	124	11	incorrectly	incorrectly	ADV
ajis02-1539	124	12	classified	classify	VERB
ajis02-1539	124	13	by	by	ADP
ajis02-1539	124	14	the	the	DET
ajis02-1539	124	15	same	same	ADJ
ajis02-1539	124	16	rule	rule	NOUN
ajis02-1539	124	17	.	.	PUNCT
ajis02-1539	125	1	we	we	PRON
ajis02-1539	125	2	see	see	VERB
ajis02-1539	125	3	,	,	PUNCT
ajis02-1539	125	4	a	a	DET
ajis02-1539	125	5	positive	positive	ADJ
ajis02-1539	125	6	constant	constant	ADJ
ajis02-1539	125	7	k	k	PROPN
ajis02-1539	125	8	is	be	AUX
ajis02-1539	125	9	used	use	VERB
ajis02-1539	125	10	at	at	ADP
ajis02-1539	125	11	the	the	DET
ajis02-1539	125	12	denominator	denominator	NOUN
ajis02-1539	125	13	of	of	ADP
ajis02-1539	125	14	the	the	DET
ajis02-1539	125	15	second	second	ADJ
ajis02-1539	125	16	term	term	NOUN
ajis02-1539	125	17	in	in	ADP
ajis02-1539	125	18	equation	equation	NOUN
ajis02-1539	125	19	1	1	NUM
ajis02-1539	125	20	.	.	PUNCT
ajis02-1539	126	1	here	here	ADV
ajis02-1539	126	2	,	,	PUNCT
ajis02-1539	126	3	k	k	PROPN
ajis02-1539	126	4	is	be	AUX
ajis02-1539	126	5	used	use	VERB
ajis02-1539	126	6	to	to	PART
ajis02-1539	126	7	prevent	prevent	VERB
ajis02-1539	126	8	the	the	DET
ajis02-1539	126	9	denominator	denominator	NOUN
ajis02-1539	126	10	to	to	PART
ajis02-1539	126	11	become	become	VERB
ajis02-1539	126	12	zero	zero	NUM
ajis02-1539	126	13	when	when	SCONJ
ajis02-1539	126	14	all	all	DET
ajis02-1539	126	15	records	record	NOUN
ajis02-1539	126	16	covered	cover	VERB
ajis02-1539	126	17	by	by	ADP
ajis02-1539	126	18	a	a	DET
ajis02-1539	126	19	rule	rule	NOUN
ajis02-1539	126	20	are	be	AUX
ajis02-1539	126	21	classified	classify	VERB
ajis02-1539	126	22	correctly	correctly	ADV
ajis02-1539	126	23	(	(	PUNCT
ajis02-1539	126	24	i.e.	i.e.	X
ajis02-1539	126	25	ic	ic	X
ajis02-1539	126	26	=	=	NOUN
ajis02-1539	126	27	0	0	NUM
ajis02-1539	126	28	)	)	PUNCT
ajis02-1539	126	29	.	.	PUNCT
ajis02-1539	127	1	in	in	ADP
ajis02-1539	127	2	the	the	DET
ajis02-1539	127	3	rf+hc	rf+hc	NUM
ajis02-1539	127	4	method	method	NOUN
ajis02-1539	127	5	,	,	PUNCT
ajis02-1539	127	6	the	the	DET
ajis02-1539	127	7	value	value	NOUN
ajis02-1539	127	8	of	of	ADP
ajis02-1539	127	9	k	k	PROPN
ajis02-1539	127	10	is	be	AUX
ajis02-1539	127	11	set	set	VERB
ajis02-1539	127	12	to	to	ADP
ajis02-1539	127	13	4	4	NUM
ajis02-1539	127	14	(	(	PUNCT
ajis02-1539	127	15	although	although	ADV
ajis02-1539	127	16	,	,	PUNCT
ajis02-1539	127	17	any	any	DET
ajis02-1539	127	18	value	value	NOUN
ajis02-1539	127	19	can	can	AUX
ajis02-1539	127	20	be	be	AUX
ajis02-1539	127	21	used	use	VERB
ajis02-1539	127	22	instead	instead	ADV
ajis02-1539	127	23	)	)	PUNCT
ajis02-1539	127	24	.	.	PUNCT
ajis02-1539	128	1	equation	equation	NOUN
ajis02-1539	128	2	1	1	NUM
ajis02-1539	128	3	also	also	ADV
ajis02-1539	128	4	incorporates	incorporate	VERB
ajis02-1539	128	5	the	the	DET
ajis02-1539	128	6	influence	influence	NOUN
ajis02-1539	128	7	of	of	ADP
ajis02-1539	128	8	rule	rule	NOUN
ajis02-1539	128	9	length	length	NOUN
ajis02-1539	128	10	to	to	PART
ajis02-1539	128	11	prioritize	prioritize	VERB
ajis02-1539	128	12	concise	concise	ADJ
ajis02-1539	128	13	rules	rule	NOUN
ajis02-1539	128	14	as	as	SCONJ
ajis02-1539	128	15	they	they	PRON
ajis02-1539	128	16	are	be	AUX
ajis02-1539	128	17	more	more	ADV
ajis02-1539	128	18	preferred	preferred	ADJ
ajis02-1539	128	19	(	(	PUNCT
ajis02-1539	128	20	geng	geng	PROPN
ajis02-1539	128	21	and	and	CCONJ
ajis02-1539	128	22	hamilton	hamilton	PROPN
ajis02-1539	128	23	(	(	PUNCT
ajis02-1539	128	24	2006	2006	NUM
ajis02-1539	128	25	)	)	PUNCT
ajis02-1539	128	26	)	)	PUNCT
ajis02-1539	128	27	.	.	PUNCT
ajis02-1539	129	1	the	the	DET
ajis02-1539	129	2	denominator	denominator	NOUN
ajis02-1539	129	3	of	of	ADP
ajis02-1539	129	4	the	the	DET
ajis02-1539	129	5	third	third	ADJ
ajis02-1539	129	6	term	term	NOUN
ajis02-1539	129	7	rl	rl	X
ajis02-1539	129	8	(	(	PUNCT
ajis02-1539	129	9	which	which	PRON
ajis02-1539	129	10	stands	stand	VERB
ajis02-1539	129	11	for	for	ADP
ajis02-1539	129	12	rule	rule	NOUN
ajis02-1539	129	13	length	length	NOUN
ajis02-1539	129	14	)	)	PUNCT
ajis02-1539	129	15	of	of	ADP
ajis02-1539	129	16	the	the	DET
ajis02-1539	129	17	equation	equation	NOUN
ajis02-1539	129	18	imposes	impose	VERB
ajis02-1539	129	19	more	more	ADJ
ajis02-1539	129	20	penalties	penalty	NOUN
ajis02-1539	129	21	for	for	ADP
ajis02-1539	129	22	longer	long	ADJ
ajis02-1539	129	23	rules	rule	NOUN
ajis02-1539	129	24	.	.	PUNCT
ajis02-1539	130	1	now	now	ADV
ajis02-1539	130	2	,	,	PUNCT
ajis02-1539	130	3	as	as	SCONJ
ajis02-1539	130	4	suggested	suggest	VERB
ajis02-1539	130	5	in	in	ADP
ajis02-1539	130	6	the	the	DET
ajis02-1539	130	7	rf+hc	rf+hc	PROPN
ajis02-1539	130	8	method	method	NOUN
ajis02-1539	130	9	,	,	PUNCT
ajis02-1539	130	10	a	a	DET
ajis02-1539	130	11	subset	subset	NOUN
ajis02-1539	130	12	of	of	ADP
ajis02-1539	130	13	rules	rule	NOUN
ajis02-1539	130	14	can	can	AUX
ajis02-1539	130	15	be	be	AUX
ajis02-1539	130	16	selected	select	VERB
ajis02-1539	130	17	using	use	VERB
ajis02-1539	130	18	a	a	DET
ajis02-1539	130	19	heuristic	heuristic	NOUN
ajis02-1539	130	20	or	or	CCONJ
ajis02-1539	130	21	a	a	DET
ajis02-1539	130	22	hill	hill	NOUN
ajis02-1539	130	23	climbing	climbing	NOUN
ajis02-1539	130	24	approach	approach	NOUN
ajis02-1539	130	25	.	.	PUNCT
ajis02-1539	131	1	in	in	ADP
ajis02-1539	131	2	the	the	DET
ajis02-1539	131	3	heuristic	heuristic	ADJ
ajis02-1539	131	4	approach	approach	NOUN
ajis02-1539	131	5	,	,	PUNCT
ajis02-1539	131	6	rules	rule	NOUN
ajis02-1539	131	7	are	be	AUX
ajis02-1539	131	8	sorted	sort	VERB
ajis02-1539	131	9	based	base	VERB
ajis02-1539	131	10	on	on	ADP
ajis02-1539	131	11	their	their	PRON
ajis02-1539	131	12	individual	individual	ADJ
ajis02-1539	131	13	ranks	rank	NOUN
ajis02-1539	131	14	.	.	PUNCT
ajis02-1539	132	1	then	then	ADV
ajis02-1539	132	2	,	,	PUNCT
ajis02-1539	132	3	a	a	DET
ajis02-1539	132	4	user	user	NOUN
ajis02-1539	132	5	defined	define	VERB
ajis02-1539	132	6	number	number	NOUN
ajis02-1539	132	7	of	of	ADP
ajis02-1539	132	8	top	top	ADJ
ajis02-1539	132	9	rules	rule	NOUN
ajis02-1539	132	10	are	be	AUX
ajis02-1539	132	11	extracted	extract	VERB
ajis02-1539	132	12	according	accord	VERB
ajis02-1539	132	13	to	to	ADP
ajis02-1539	132	14	the	the	DET
ajis02-1539	132	15	ranks	rank	NOUN
ajis02-1539	132	16	.	.	PUNCT
ajis02-1539	133	1	in	in	ADP
ajis02-1539	133	2	the	the	DET
ajis02-1539	133	3	hill	hill	NOUN
ajis02-1539	133	4	climbing	climbing	NOUN
ajis02-1539	133	5	approach	approach	NOUN
ajis02-1539	133	6	,	,	PUNCT
ajis02-1539	133	7	at	at	ADP
ajis02-1539	133	8	first	first	ADV
ajis02-1539	133	9	a	a	DET
ajis02-1539	133	10	subset	subset	NOUN
ajis02-1539	133	11	of	of	ADP
ajis02-1539	133	12	rules	rule	NOUN
ajis02-1539	133	13	are	be	AUX
ajis02-1539	133	14	probabilistically	probabilistically	ADV
ajis02-1539	133	15	selected	select	VERB
ajis02-1539	133	16	on	on	ADP
ajis02-1539	133	17	the	the	DET
ajis02-1539	133	18	basis	basis	NOUN
ajis02-1539	133	19	of	of	ADP
ajis02-1539	133	20	their	their	PRON
ajis02-1539	133	21	ranks	rank	NOUN
ajis02-1539	133	22	(	(	PUNCT
ajis02-1539	133	23	meaning	mean	VERB
ajis02-1539	133	24	a	a	DET
ajis02-1539	133	25	rule	rule	NOUN
ajis02-1539	133	26	with	with	ADP
ajis02-1539	133	27	higher	high	ADJ
ajis02-1539	133	28	rank	rank	NOUN
ajis02-1539	133	29	has	have	VERB
ajis02-1539	133	30	greater	great	ADJ
ajis02-1539	133	31	chance	chance	NOUN
ajis02-1539	133	32	to	to	PART
ajis02-1539	133	33	be	be	AUX
ajis02-1539	133	34	selected	select	VERB
ajis02-1539	133	35	than	than	ADP
ajis02-1539	133	36	a	a	DET
ajis02-1539	133	37	rule	rule	NOUN
ajis02-1539	133	38	with	with	ADP
ajis02-1539	133	39	lower	low	ADJ
ajis02-1539	133	40	rank	rank	NOUN
ajis02-1539	133	41	)	)	PUNCT
ajis02-1539	133	42	.	.	PUNCT
ajis02-1539	134	1	then	then	ADV
ajis02-1539	134	2	,	,	PUNCT
ajis02-1539	134	3	each	each	DET
ajis02-1539	134	4	time	time	NOUN
ajis02-1539	134	5	one	one	NUM
ajis02-1539	134	6	rule	rule	NOUN
ajis02-1539	134	7	from	from	ADP
ajis02-1539	134	8	the	the	DET
ajis02-1539	134	9	rest	rest	NOUN
ajis02-1539	134	10	is	be	AUX
ajis02-1539	134	11	added	add	VERB
ajis02-1539	134	12	in	in	ADP
ajis02-1539	134	13	the	the	DET
ajis02-1539	134	14	subset	subset	NOUN
ajis02-1539	134	15	and	and	CCONJ
ajis02-1539	134	16	if	if	SCONJ
ajis02-1539	134	17	the	the	DET
ajis02-1539	134	18	change	change	NOUN
ajis02-1539	134	19	increases	increase	VERB
ajis02-1539	134	20	the	the	DET
ajis02-1539	134	21	overall	overall	ADJ
ajis02-1539	134	22	accuracy	accuracy	NOUN
ajis02-1539	134	23	then	then	ADV
ajis02-1539	134	24	the	the	DET
ajis02-1539	134	25	change	change	NOUN
ajis02-1539	134	26	is	be	AUX
ajis02-1539	134	27	retained	retain	VERB
ajis02-1539	134	28	(	(	PUNCT
ajis02-1539	134	29	mashayekhi	mashayekhi	NOUN
ajis02-1539	134	30	and	and	CCONJ
ajis02-1539	134	31	gras	gras	PROPN
ajis02-1539	134	32	(	(	PUNCT
ajis02-1539	134	33	2015	2015	NUM
ajis02-1539	134	34	)	)	PUNCT
ajis02-1539	134	35	)	)	PUNCT
ajis02-1539	134	36	.	.	PUNCT
ajis02-1539	135	1	3	3	NUM
ajis02-1539	135	2	the	the	DET
ajis02-1539	135	3	proposed	propose	VERB
ajis02-1539	135	4	rule	rule	NOUN
ajis02-1539	135	5	extracting	extract	VERB
ajis02-1539	135	6	framework	framework	NOUN
ajis02-1539	135	7	3.1	3.1	NUM
ajis02-1539	135	8	basic	basic	ADJ
ajis02-1539	135	9	concepts	concept	NOUN
ajis02-1539	135	10	the	the	DET
ajis02-1539	135	11	path	path	NOUN
ajis02-1539	135	12	from	from	ADP
ajis02-1539	135	13	the	the	DET
ajis02-1539	135	14	root	root	NOUN
ajis02-1539	135	15	node	node	NOUN
ajis02-1539	135	16	to	to	ADP
ajis02-1539	135	17	a	a	DET
ajis02-1539	135	18	leaf	leaf	NOUN
ajis02-1539	135	19	node	node	NOUN
ajis02-1539	135	20	makes	make	VERB
ajis02-1539	135	21	up	up	ADP
ajis02-1539	135	22	the	the	DET
ajis02-1539	135	23	antecedent	antecedent	NOUN
ajis02-1539	135	24	and	and	CCONJ
ajis02-1539	135	25	the	the	DET
ajis02-1539	135	26	majority	majority	NOUN
ajis02-1539	135	27	class	class	NOUN
ajis02-1539	135	28	of	of	ADP
ajis02-1539	135	29	the	the	DET
ajis02-1539	135	30	leaf	leaf	NOUN
ajis02-1539	135	31	node	node	NOUN
ajis02-1539	135	32	is	be	AUX
ajis02-1539	135	33	the	the	DET
ajis02-1539	135	34	consequent	consequent	NOUN
ajis02-1539	135	35	of	of	ADP
ajis02-1539	135	36	the	the	DET
ajis02-1539	135	37	rule	rule	NOUN
ajis02-1539	135	38	in	in	ADP
ajis02-1539	135	39	a	a	DET
ajis02-1539	135	40	decision	decision	NOUN
ajis02-1539	135	41	tree	tree	NOUN
ajis02-1539	135	42	.	.	PUNCT
ajis02-1539	136	1	for	for	ADP
ajis02-1539	136	2	example	example	NOUN
ajis02-1539	136	3	,	,	PUNCT
ajis02-1539	136	4	the	the	DET
ajis02-1539	136	5	rule	rule	NOUN
ajis02-1539	136	6	for	for	ADP
ajis02-1539	136	7	leaf	leaf	NOUN
ajis02-1539	136	8	2	2	NUM
ajis02-1539	136	9	in	in	ADP
ajis02-1539	136	10	figure	figure	NOUN
ajis02-1539	136	11	1is	1is	NOUN
ajis02-1539	136	12	“	"	PUNCT
ajis02-1539	136	13	if	if	SCONJ
ajis02-1539	136	14	degree	degree	NOUN
ajis02-1539	136	15	=	=	NOUN
ajis02-1539	136	16	masters	master	NOUN
ajis02-1539	136	17	and	and	CCONJ
ajis02-1539	136	18	income	income	NOUN
ajis02-1539	136	19	>	>	SYM
ajis02-1539	136	20	85k→	85k→	NUM
ajis02-1539	136	21	class	class	NOUN
ajis02-1539	136	22	value	value	NOUN
ajis02-1539	136	23	=	=	NOUN
ajis02-1539	136	24	asst	asst	NOUN
ajis02-1539	136	25	.	.	PUNCT
ajis02-1539	137	1	professor	professor	NOUN
ajis02-1539	137	2	”	"	PUNCT
ajis02-1539	137	3	as	as	ADP
ajis02-1539	137	4	majority	majority	NOUN
ajis02-1539	137	5	records	record	NOUN
ajis02-1539	137	6	(	(	PUNCT
ajis02-1539	137	7	lecturer	lecturer	NOUN
ajis02-1539	137	8	:	:	PUNCT
ajis02-1539	137	9	1	1	NUM
ajis02-1539	137	10	,	,	PUNCT
ajis02-1539	137	11	asst	asst	NOUN
ajis02-1539	137	12	.	.	PUNCT
ajis02-1539	138	1	professor	professor	NOUN
ajis02-1539	138	2	:	:	PUNCT
ajis02-1539	138	3	3	3	X
ajis02-1539	138	4	)	)	PUNCT
ajis02-1539	138	5	belonging	belong	VERB
ajis02-1539	138	6	to	to	ADP
ajis02-1539	138	7	leaf	leaf	NOUN
ajis02-1539	138	8	2	2	NUM
ajis02-1539	138	9	have	have	VERB
ajis02-1539	138	10	the	the	DET
ajis02-1539	138	11	class	class	NOUN
ajis02-1539	138	12	value	value	NOUN
ajis02-1539	138	13	asst	asst	NOUN
ajis02-1539	138	14	.	.	PUNCT
ajis02-1539	139	1	professor	professor	NOUN
ajis02-1539	139	2	.	.	PUNCT
ajis02-1539	140	1	the	the	DET
ajis02-1539	140	2	minority	minority	NOUN
ajis02-1539	140	3	record(s	record(s	PROPN
ajis02-1539	140	4	)	)	PUNCT
ajis02-1539	140	5	are	be	AUX
ajis02-1539	140	6	viewed	view	VERB
ajis02-1539	140	7	as	as	SCONJ
ajis02-1539	140	8	if	if	SCONJ
ajis02-1539	140	9	they	they	PRON
ajis02-1539	140	10	are	be	AUX
ajis02-1539	140	11	misplaced	misplace	VERB
ajis02-1539	140	12	under	under	ADP
ajis02-1539	140	13	a	a	DET
ajis02-1539	140	14	rule	rule	NOUN
ajis02-1539	140	15	.	.	PUNCT
ajis02-1539	141	1	thus	thus	ADV
ajis02-1539	141	2	,	,	PUNCT
ajis02-1539	141	3	the	the	DET
ajis02-1539	141	4	australasian	australasian	ADJ
ajis02-1539	141	5	journal	journal	NOUN
ajis02-1539	141	6	of	of	ADP
ajis02-1539	141	7	information	information	NOUN
ajis02-1539	141	8	systems	systems	PROPN
ajis02-1539	141	9	adnan	adnan	PROPN
ajis02-1539	141	10	&	&	CCONJ
ajis02-1539	141	11	islam	islam	PROPN
ajis02-1539	141	12	2017	2017	NUM
ajis02-1539	141	13	,	,	PUNCT
ajis02-1539	141	14	vol	vol	NOUN
ajis02-1539	141	15	21	21	NUM
ajis02-1539	141	16	,	,	PUNCT
ajis02-1539	141	17	selected	select	VERB
ajis02-1539	141	18	papers	paper	NOUN
ajis02-1539	141	19	from	from	ADP
ajis02-1539	141	20	ausdm	ausdm	PROPN
ajis02-1539	141	21	forex++	forex++	ADJ
ajis02-1539	141	22	:	:	PUNCT
ajis02-1539	141	23	knowledge	knowledge	NOUN
ajis02-1539	141	24	discovery	discovery	NOUN
ajis02-1539	141	25	from	from	ADP
ajis02-1539	141	26	decision	decision	NOUN
ajis02-1539	141	27	forests	forest	NOUN
ajis02-1539	141	28	6	6	NUM
ajis02-1539	141	29	accuracy	accuracy	NOUN
ajis02-1539	141	30	(	(	PUNCT
ajis02-1539	141	31	acc	acc	PROPN
ajis02-1539	141	32	)	)	PUNCT
ajis02-1539	141	33	of	of	ADP
ajis02-1539	141	34	the	the	DET
ajis02-1539	141	35	rule	rule	NOUN
ajis02-1539	141	36	for	for	ADP
ajis02-1539	141	37	leaf	leaf	NOUN
ajis02-1539	141	38	2	2	NUM
ajis02-1539	141	39	is	be	AUX
ajis02-1539	141	40	:	:	PUNCT
ajis02-1539	141	41	3/4	3/4	NUM
ajis02-1539	141	42	=	=	SYM
ajis02-1539	141	43	0.75	0.75	NUM
ajis02-1539	141	44	.	.	PUNCT
ajis02-1539	142	1	all	all	DET
ajis02-1539	142	2	records	record	NOUN
ajis02-1539	142	3	of	of	ADP
ajis02-1539	142	4	a	a	DET
ajis02-1539	142	5	data	datum	NOUN
ajis02-1539	142	6	set	set	VERB
ajis02-1539	142	7	from	from	ADP
ajis02-1539	142	8	which	which	PRON
ajis02-1539	142	9	a	a	DET
ajis02-1539	142	10	decision	decision	NOUN
ajis02-1539	142	11	tree	tree	NOUN
ajis02-1539	142	12	is	be	AUX
ajis02-1539	142	13	built	build	VERB
ajis02-1539	142	14	are	be	AUX
ajis02-1539	142	15	distributed	distribute	VERB
ajis02-1539	142	16	among	among	ADP
ajis02-1539	142	17	the	the	DET
ajis02-1539	142	18	leaves	leave	NOUN
ajis02-1539	142	19	.	.	PUNCT
ajis02-1539	143	1	the	the	DET
ajis02-1539	143	2	coverage	coverage	NOUN
ajis02-1539	143	3	(	(	PUNCT
ajis02-1539	143	4	cov	cov	NOUN
ajis02-1539	143	5	)	)	PUNCT
ajis02-1539	143	6	of	of	ADP
ajis02-1539	143	7	a	a	DET
ajis02-1539	143	8	rule	rule	NOUN
ajis02-1539	143	9	indicates	indicate	VERB
ajis02-1539	143	10	the	the	DET
ajis02-1539	143	11	proportion	proportion	NOUN
ajis02-1539	143	12	of	of	ADP
ajis02-1539	143	13	records	record	NOUN
ajis02-1539	143	14	that	that	PRON
ajis02-1539	143	15	fall	fall	VERB
ajis02-1539	143	16	in	in	ADP
ajis02-1539	143	17	the	the	DET
ajis02-1539	143	18	leaf	leaf	NOUN
ajis02-1539	143	19	to	to	ADP
ajis02-1539	143	20	the	the	DET
ajis02-1539	143	21	total	total	ADJ
ajis02-1539	143	22	records	record	NOUN
ajis02-1539	143	23	of	of	ADP
ajis02-1539	143	24	the	the	DET
ajis02-1539	143	25	data	datum	NOUN
ajis02-1539	143	26	set	set	VERB
ajis02-1539	143	27	.	.	PUNCT
ajis02-1539	144	1	for	for	ADP
ajis02-1539	144	2	example	example	NOUN
ajis02-1539	144	3	,	,	PUNCT
ajis02-1539	144	4	cov	cov	NOUN
ajis02-1539	144	5	of	of	ADP
ajis02-1539	144	6	the	the	DET
ajis02-1539	144	7	rule	rule	NOUN
ajis02-1539	144	8	for	for	ADP
ajis02-1539	144	9	leaf	leaf	NOUN
ajis02-1539	144	10	2	2	NUM
ajis02-1539	144	11	is	be	AUX
ajis02-1539	144	12	:	:	PUNCT
ajis02-1539	144	13	3/11	3/11	NUM
ajis02-1539	144	14	=	=	SYM
ajis02-1539	144	15	0.27	0.27	NUM
ajis02-1539	144	16	.	.	PUNCT
ajis02-1539	144	17	acc	acc	PROPN
ajis02-1539	144	18	and	and	CCONJ
ajis02-1539	144	19	cov	cov	PROPN
ajis02-1539	144	20	are	be	AUX
ajis02-1539	144	21	independent	independent	ADJ
ajis02-1539	144	22	of	of	ADP
ajis02-1539	144	23	each	each	DET
ajis02-1539	144	24	other	other	ADJ
ajis02-1539	144	25	and	and	CCONJ
ajis02-1539	144	26	thus	thus	ADV
ajis02-1539	144	27	no	no	DET
ajis02-1539	144	28	data	datum	NOUN
ajis02-1539	144	29	set	set	VERB
ajis02-1539	144	30	independent	independent	ADJ
ajis02-1539	144	31	relationships	relationship	NOUN
ajis02-1539	144	32	exist	exist	VERB
ajis02-1539	144	33	between	between	ADP
ajis02-1539	144	34	them	they	PRON
ajis02-1539	144	35	.	.	PUNCT
ajis02-1539	145	1	in	in	ADP
ajis02-1539	145	2	general	general	ADJ
ajis02-1539	145	3	,	,	PUNCT
ajis02-1539	145	4	acc	acc	PROPN
ajis02-1539	145	5	interprets	interpret	VERB
ajis02-1539	145	6	the	the	DET
ajis02-1539	145	7	reliability	reliability	NOUN
ajis02-1539	145	8	of	of	ADP
ajis02-1539	145	9	a	a	DET
ajis02-1539	145	10	rule	rule	NOUN
ajis02-1539	145	11	whereas	whereas	SCONJ
ajis02-1539	145	12	cov	cov	PROPN
ajis02-1539	145	13	interprets	interpret	VERB
ajis02-1539	145	14	its	its	PRON
ajis02-1539	145	15	generality	generality	NOUN
ajis02-1539	145	16	(	(	PUNCT
ajis02-1539	145	17	geng	geng	PROPN
ajis02-1539	145	18	and	and	CCONJ
ajis02-1539	145	19	hamilton	hamilton	PROPN
ajis02-1539	145	20	(	(	PUNCT
ajis02-1539	145	21	2006	2006	NUM
ajis02-1539	145	22	)	)	PUNCT
ajis02-1539	145	23	)	)	PUNCT
ajis02-1539	145	24	and	and	CCONJ
ajis02-1539	145	25	thus	thus	ADV
ajis02-1539	145	26	both	both	PRON
ajis02-1539	145	27	of	of	ADP
ajis02-1539	145	28	them	they	PRON
ajis02-1539	145	29	are	be	AUX
ajis02-1539	145	30	important	important	ADJ
ajis02-1539	145	31	for	for	ADP
ajis02-1539	145	32	a	a	DET
ajis02-1539	145	33	rule	rule	NOUN
ajis02-1539	145	34	.	.	PUNCT
ajis02-1539	146	1	for	for	ADP
ajis02-1539	146	2	example	example	NOUN
ajis02-1539	146	3	,	,	PUNCT
ajis02-1539	146	4	a	a	DET
ajis02-1539	146	5	lowcoverage	lowcoverage	NOUN
ajis02-1539	146	6	rule	rule	NOUN
ajis02-1539	146	7	is	be	AUX
ajis02-1539	146	8	likely	likely	ADJ
ajis02-1539	146	9	to	to	PART
ajis02-1539	146	10	be	be	AUX
ajis02-1539	146	11	uninteresting	unintereste	VERB
ajis02-1539	146	12	from	from	ADP
ajis02-1539	146	13	a	a	DET
ajis02-1539	146	14	business	business	NOUN
ajis02-1539	146	15	perspective	perspective	NOUN
ajis02-1539	146	16	as	as	SCONJ
ajis02-1539	146	17	it	it	PRON
ajis02-1539	146	18	may	may	AUX
ajis02-1539	146	19	occur	occur	VERB
ajis02-1539	146	20	simply	simply	ADV
ajis02-1539	146	21	by	by	ADP
ajis02-1539	146	22	chance	chance	NOUN
ajis02-1539	146	23	even	even	ADV
ajis02-1539	146	24	if	if	SCONJ
ajis02-1539	146	25	the	the	DET
ajis02-1539	146	26	rule	rule	NOUN
ajis02-1539	146	27	is	be	AUX
ajis02-1539	146	28	highly	highly	ADV
ajis02-1539	146	29	reliable	reliable	ADJ
ajis02-1539	146	30	(	(	PUNCT
ajis02-1539	146	31	tan	tan	NOUN
ajis02-1539	146	32	et	et	PROPN
ajis02-1539	146	33	al	al	PROPN
ajis02-1539	146	34	.	.	PUNCT
ajis02-1539	147	1	(	(	PUNCT
ajis02-1539	147	2	2005	2005	NUM
ajis02-1539	147	3	)	)	PUNCT
ajis02-1539	147	4	)	)	PUNCT
ajis02-1539	147	5	.	.	PUNCT
ajis02-1539	148	1	hence	hence	ADV
ajis02-1539	148	2	,	,	PUNCT
ajis02-1539	148	3	both	both	PRON
ajis02-1539	148	4	acc	acc	PROPN
ajis02-1539	148	5	and	and	CCONJ
ajis02-1539	148	6	cov	cov	PROPN
ajis02-1539	148	7	need	need	VERB
ajis02-1539	148	8	to	to	PART
ajis02-1539	148	9	be	be	AUX
ajis02-1539	148	10	considered	consider	VERB
ajis02-1539	148	11	when	when	SCONJ
ajis02-1539	148	12	extracting	extract	VERB
ajis02-1539	148	13	a	a	DET
ajis02-1539	148	14	subset	subset	NOUN
ajis02-1539	148	15	of	of	ADP
ajis02-1539	148	16	rules	rule	NOUN
ajis02-1539	148	17	.	.	PUNCT
ajis02-1539	149	1	however	however	ADV
ajis02-1539	149	2	,	,	PUNCT
ajis02-1539	149	3	in	in	ADP
ajis02-1539	149	4	literature	literature	NOUN
ajis02-1539	149	5	we	we	PRON
ajis02-1539	149	6	find	find	VERB
ajis02-1539	149	7	no	no	DET
ajis02-1539	149	8	method	method	NOUN
ajis02-1539	149	9	considering	consider	VERB
ajis02-1539	149	10	both	both	CCONJ
ajis02-1539	149	11	acc	acc	PROPN
ajis02-1539	149	12	and	and	CCONJ
ajis02-1539	149	13	cov	cov	VERB
ajis02-1539	149	14	for	for	ADP
ajis02-1539	149	15	extracting	extract	VERB
ajis02-1539	149	16	subsets	subset	NOUN
ajis02-1539	149	17	of	of	ADP
ajis02-1539	149	18	rules	rule	NOUN
ajis02-1539	149	19	from	from	ADP
ajis02-1539	149	20	decision	decision	NOUN
ajis02-1539	149	21	forests	forest	NOUN
ajis02-1539	149	22	(	(	PUNCT
ajis02-1539	149	23	huysmans	huysman	NOUN
ajis02-1539	149	24	et	et	PROPN
ajis02-1539	149	25	al	al	PROPN
ajis02-1539	149	26	.	.	PROPN
ajis02-1539	150	1	(	(	PUNCT
ajis02-1539	150	2	2006	2006	NUM
ajis02-1539	150	3	)	)	PUNCT
ajis02-1539	150	4	)	)	PUNCT
ajis02-1539	150	5	.	.	PUNCT
ajis02-1539	151	1	the	the	DET
ajis02-1539	151	2	recently	recently	ADV
ajis02-1539	151	3	proposed	propose	VERB
ajis02-1539	151	4	rf+hc	rf+hc	CCONJ
ajis02-1539	151	5	method	method	NOUN
ajis02-1539	151	6	(	(	PUNCT
ajis02-1539	151	7	mashayekhi	mashayekhi	PROPN
ajis02-1539	151	8	and	and	CCONJ
ajis02-1539	151	9	gras	gras	PROPN
ajis02-1539	151	10	(	(	PUNCT
ajis02-1539	151	11	2015	2015	NUM
ajis02-1539	151	12	)	)	PUNCT
ajis02-1539	151	13	)	)	PUNCT
ajis02-1539	151	14	considers	consider	VERB
ajis02-1539	151	15	the	the	DET
ajis02-1539	151	16	number	number	NOUN
ajis02-1539	151	17	of	of	ADP
ajis02-1539	151	18	correctly	correctly	ADV
ajis02-1539	151	19	and	and	CCONJ
ajis02-1539	151	20	incorrectly	incorrectly	ADV
ajis02-1539	151	21	classified	classified	ADJ
ajis02-1539	151	22	records	record	NOUN
ajis02-1539	151	23	that	that	PRON
ajis02-1539	151	24	are	be	AUX
ajis02-1539	151	25	covered	cover	VERB
ajis02-1539	151	26	by	by	ADP
ajis02-1539	151	27	a	a	DET
ajis02-1539	151	28	rule	rule	NOUN
ajis02-1539	151	29	(	(	PUNCT
ajis02-1539	151	30	in	in	ADP
ajis02-1539	151	31	effect	effect	NOUN
ajis02-1539	151	32	,	,	PUNCT
ajis02-1539	151	33	accuracy	accuracy	NOUN
ajis02-1539	151	34	)	)	PUNCT
ajis02-1539	151	35	and	and	CCONJ
ajis02-1539	151	36	the	the	DET
ajis02-1539	151	37	rule	rule	NOUN
ajis02-1539	151	38	length	length	NOUN
ajis02-1539	151	39	for	for	ADP
ajis02-1539	151	40	calculating	calculate	VERB
ajis02-1539	151	41	a	a	DET
ajis02-1539	151	42	score	score	NOUN
ajis02-1539	151	43	for	for	ADP
ajis02-1539	151	44	the	the	DET
ajis02-1539	151	45	rule	rule	NOUN
ajis02-1539	151	46	(	(	PUNCT
ajis02-1539	151	47	see	see	VERB
ajis02-1539	151	48	equation	equation	NOUN
ajis02-1539	151	49	1	1	NUM
ajis02-1539	151	50	)	)	PUNCT
ajis02-1539	151	51	.	.	PUNCT
ajis02-1539	152	1	hence	hence	ADV
ajis02-1539	152	2	,	,	PUNCT
ajis02-1539	152	3	the	the	DET
ajis02-1539	152	4	influence	influence	NOUN
ajis02-1539	152	5	of	of	ADP
ajis02-1539	152	6	coverage	coverage	NOUN
ajis02-1539	152	7	is	be	AUX
ajis02-1539	152	8	not	not	PART
ajis02-1539	152	9	directly	directly	ADV
ajis02-1539	152	10	considered	consider	VERB
ajis02-1539	152	11	for	for	ADP
ajis02-1539	152	12	calculating	calculate	VERB
ajis02-1539	152	13	scores	score	NOUN
ajis02-1539	152	14	in	in	ADP
ajis02-1539	152	15	the	the	DET
ajis02-1539	152	16	rf+hc	rf+hc	NUM
ajis02-1539	152	17	method	method	NOUN
ajis02-1539	152	18	.	.	PUNCT
ajis02-1539	153	1	3.2	3.2	NUM
ajis02-1539	153	2	priorities	priority	NOUN
ajis02-1539	153	3	for	for	ADP
ajis02-1539	153	4	the	the	DET
ajis02-1539	153	5	proposed	propose	VERB
ajis02-1539	153	6	rule	rule	NOUN
ajis02-1539	153	7	extracting	extract	VERB
ajis02-1539	153	8	framework	framework	NOUN
ajis02-1539	153	9	3.2.1	3.2.1	NUM
ajis02-1539	153	10	rule	rule	NOUN
ajis02-1539	153	11	extraction	extraction	NOUN
ajis02-1539	153	12	from	from	ADP
ajis02-1539	153	13	each	each	DET
ajis02-1539	153	14	class	class	NOUN
ajis02-1539	153	15	we	we	PRON
ajis02-1539	153	16	understand	understand	VERB
ajis02-1539	153	17	that	that	SCONJ
ajis02-1539	153	18	no	no	DET
ajis02-1539	153	19	data	datum	NOUN
ajis02-1539	153	20	set	set	VERB
ajis02-1539	153	21	independent	independent	ADJ
ajis02-1539	153	22	relationships	relationship	NOUN
ajis02-1539	153	23	exist	exist	VERB
ajis02-1539	153	24	between	between	ADP
ajis02-1539	153	25	acc	acc	PROPN
ajis02-1539	153	26	and	and	CCONJ
ajis02-1539	153	27	cov	cov	PROPN
ajis02-1539	153	28	;	;	PUNCT
ajis02-1539	153	29	however	however	ADV
ajis02-1539	153	30	they	they	PRON
ajis02-1539	153	31	are	be	AUX
ajis02-1539	153	32	independently	independently	ADV
ajis02-1539	153	33	comparable	comparable	ADJ
ajis02-1539	153	34	between	between	ADP
ajis02-1539	153	35	themselves	themselves	PRON
ajis02-1539	153	36	.	.	PUNCT
ajis02-1539	154	1	based	base	VERB
ajis02-1539	154	2	on	on	ADP
ajis02-1539	154	3	this	this	DET
ajis02-1539	154	4	principle	principle	NOUN
ajis02-1539	154	5	,	,	PUNCT
ajis02-1539	154	6	recently	recently	ADV
ajis02-1539	154	7	we	we	PRON
ajis02-1539	154	8	have	have	AUX
ajis02-1539	154	9	proposed	propose	VERB
ajis02-1539	154	10	a	a	DET
ajis02-1539	154	11	rule	rule	NOUN
ajis02-1539	154	12	extraction	extraction	NOUN
ajis02-1539	154	13	framework	framework	NOUN
ajis02-1539	154	14	for	for	ADP
ajis02-1539	154	15	decision	decision	NOUN
ajis02-1539	154	16	forest	forest	NOUN
ajis02-1539	154	17	forex	forex	NOUN
ajis02-1539	154	18	(	(	PUNCT
ajis02-1539	154	19	adnan	adnan	PROPN
ajis02-1539	154	20	and	and	CCONJ
ajis02-1539	154	21	islam	islam	PROPN
ajis02-1539	154	22	(	(	PUNCT
ajis02-1539	154	23	2016b	2016b	NUM
ajis02-1539	154	24	)	)	PUNCT
ajis02-1539	154	25	)	)	PUNCT
ajis02-1539	154	26	that	that	PRON
ajis02-1539	154	27	finds	find	VERB
ajis02-1539	154	28	the	the	DET
ajis02-1539	154	29	set	set	NOUN
ajis02-1539	154	30	of	of	ADP
ajis02-1539	154	31	rules	rule	NOUN
ajis02-1539	154	32	𝐑𝐴𝑣𝑔	𝐑𝐴𝑣𝑔	PROPN
ajis02-1539	154	33	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	154	34	that	that	PRON
ajis02-1539	154	35	are	be	AUX
ajis02-1539	154	36	more	more	ADV
ajis02-1539	154	37	(	(	PUNCT
ajis02-1539	154	38	or	or	CCONJ
ajis02-1539	154	39	equally	equally	ADV
ajis02-1539	154	40	)	)	PUNCT
ajis02-1539	154	41	accurate	accurate	ADJ
ajis02-1539	154	42	than	than	ADP
ajis02-1539	154	43	the	the	DET
ajis02-1539	154	44	average	average	ADJ
ajis02-1539	154	45	accuracy	accuracy	NOUN
ajis02-1539	154	46	𝐴𝑐𝑐𝐴𝑣𝑔	𝐴𝑐𝑐𝐴𝑣𝑔	NOUN
ajis02-1539	154	47	of	of	ADP
ajis02-1539	154	48	all	all	DET
ajis02-1539	154	49	rules	rule	NOUN
ajis02-1539	154	50	(	(	PUNCT
ajis02-1539	154	51	{	{	PUNCT
ajis02-1539	154	52	r	r	NOUN
ajis02-1539	154	53	=	=	SYM
ajis02-1539	154	54	r1	r1	PROPN
ajis02-1539	154	55	,	,	PUNCT
ajis02-1539	154	56	r2	r2	PROPN
ajis02-1539	154	57	,	,	PUNCT
ajis02-1539	154	58	…	…	PUNCT
ajis02-1539	154	59	,	,	PUNCT
ajis02-1539	154	60	rz	rz	NOUN
ajis02-1539	154	61	}	}	PUNCT
ajis02-1539	154	62	)	)	PUNCT
ajis02-1539	154	63	in	in	ADP
ajis02-1539	154	64	a	a	DET
ajis02-1539	154	65	forest	forest	NOUN
ajis02-1539	154	66	as	as	SCONJ
ajis02-1539	154	67	follows	follow	VERB
ajis02-1539	154	68	,	,	PUNCT
ajis02-1539	154	69	where	where	SCONJ
ajis02-1539	154	70	𝑅𝑖	𝑅𝑖	PROPN
ajis02-1539	154	71	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	154	72	is	be	AUX
ajis02-1539	154	73	the	the	DET
ajis02-1539	154	74	accuracy	accuracy	NOUN
ajis02-1539	154	75	of	of	ADP
ajis02-1539	154	76	ri	ri	PROPN
ajis02-1539	154	77	.	.	PUNCT
ajis02-1539	155	1	𝐑𝐴𝑣𝑔	𝐑𝐴𝑣𝑔	NOUN
ajis02-1539	155	2	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	155	3	=	=	SYM
ajis02-1539	155	4	{	{	PUNCT
ajis02-1539	155	5	𝑅𝑖	𝑅𝑖	PROPN
ajis02-1539	155	6	:	:	PUNCT
ajis02-1539	155	7	𝑅𝑖	𝑅𝑖	PROPN
ajis02-1539	155	8	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	155	9	≥	≥	NOUN
ajis02-1539	156	1	𝐴𝑐𝑐𝐴𝑣𝑔}|𝐴𝑐𝑐𝐴𝑣𝑔	𝐴𝑐𝑐𝐴𝑣𝑔}|𝐴𝑐𝑐𝐴𝑣𝑔	X
ajis02-1539	156	2	=	=	SYM
ajis02-1539	156	3	1	1	NUM
ajis02-1539	156	4	|𝐑|	|𝐑|	VERB
ajis02-1539	156	5	∑	∑	PROPN
ajis02-1539	156	6	𝑅𝑗	𝑅𝑗	PROPN
ajis02-1539	156	7	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	156	8	|𝐑|	|𝐑|	VERB
ajis02-1539	156	9	𝑗=1	𝑗=1	PROPN
ajis02-1539	156	10	equation	equation	NOUN
ajis02-1539	156	11	2	2	NUM
ajis02-1539	156	12	similarly	similarly	ADV
ajis02-1539	156	13	,	,	PUNCT
ajis02-1539	156	14	forex	forex	PROPN
ajis02-1539	156	15	(	(	PUNCT
ajis02-1539	156	16	adnan	adnan	PROPN
ajis02-1539	156	17	and	and	CCONJ
ajis02-1539	156	18	islam	islam	PROPN
ajis02-1539	156	19	(	(	PUNCT
ajis02-1539	156	20	2016b	2016b	NUM
ajis02-1539	156	21	)	)	PUNCT
ajis02-1539	156	22	)	)	PUNCT
ajis02-1539	156	23	that	that	PRON
ajis02-1539	156	24	finds	find	VERB
ajis02-1539	156	25	the	the	DET
ajis02-1539	156	26	set	set	NOUN
ajis02-1539	156	27	of	of	ADP
ajis02-1539	156	28	rules	rule	NOUN
ajis02-1539	156	29	𝐑𝐴𝑣𝑔	𝐑𝐴𝑣𝑔	PROPN
ajis02-1539	156	30	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	156	31	that	that	PRON
ajis02-1539	156	32	have	have	VERB
ajis02-1539	156	33	more	more	ADJ
ajis02-1539	156	34	(	(	PUNCT
ajis02-1539	156	35	or	or	CCONJ
ajis02-1539	156	36	equal	equal	ADJ
ajis02-1539	156	37	)	)	PUNCT
ajis02-1539	156	38	coverage	coverage	NOUN
ajis02-1539	156	39	than	than	ADP
ajis02-1539	156	40	the	the	DET
ajis02-1539	156	41	average	average	ADJ
ajis02-1539	156	42	coverage	coverage	NOUN
ajis02-1539	156	43	𝐶𝑜𝑣𝐴𝑣𝑔	𝐶𝑜𝑣𝐴𝑣𝑔	NOUN
ajis02-1539	156	44	of	of	ADP
ajis02-1539	156	45	all	all	DET
ajis02-1539	156	46	rules	rule	NOUN
ajis02-1539	156	47	in	in	ADP
ajis02-1539	156	48	a	a	DET
ajis02-1539	156	49	forest	forest	NOUN
ajis02-1539	156	50	as	as	SCONJ
ajis02-1539	156	51	follows	follow	VERB
ajis02-1539	156	52	,	,	PUNCT
ajis02-1539	156	53	where	where	SCONJ
ajis02-1539	156	54	𝑅𝑖	𝑅𝑖	PROPN
ajis02-1539	156	55	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	156	56	is	be	AUX
ajis02-1539	156	57	the	the	DET
ajis02-1539	156	58	coverage	coverage	NOUN
ajis02-1539	156	59	of	of	ADP
ajis02-1539	156	60	ri	ri	PROPN
ajis02-1539	156	61	.	.	PUNCT
ajis02-1539	157	1	𝐑𝐴𝑣𝑔	𝐑𝐴𝑣𝑔	NOUN
ajis02-1539	157	2	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	157	3	=	=	SYM
ajis02-1539	157	4	{	{	PUNCT
ajis02-1539	157	5	𝑅𝑖	𝑅𝑖	PROPN
ajis02-1539	157	6	:	:	PUNCT
ajis02-1539	157	7	𝑅𝑖	𝑅𝑖	PROPN
ajis02-1539	157	8	𝐶𝑜𝑣	𝐶𝑜𝑣	VERB
ajis02-1539	157	9	≥	≥	PRON
ajis02-1539	157	10	𝐶𝑜𝑣𝐴𝑣𝑔}|𝐶𝑜𝑣𝐴𝑣𝑔	𝐶𝑜𝑣𝐴𝑣𝑔}|𝐶𝑜𝑣𝐴𝑣𝑔	SYM
ajis02-1539	157	11	=	=	SYM
ajis02-1539	157	12	1	1	NUM
ajis02-1539	157	13	|𝐑|	|𝐑|	VERB
ajis02-1539	157	14	∑	∑	PROPN
ajis02-1539	157	15	𝑅𝑗	𝑅𝑗	PROPN
ajis02-1539	157	16	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	157	17	|𝐑|	|𝐑|	VERB
ajis02-1539	157	18	𝑗=1	𝑗=1	PROPN
ajis02-1539	157	19	equation	equation	NOUN
ajis02-1539	157	20	3	3	NUM
ajis02-1539	157	21	now	now	ADV
ajis02-1539	157	22	,	,	PUNCT
ajis02-1539	157	23	by	by	ADP
ajis02-1539	157	24	applying	apply	VERB
ajis02-1539	157	25	both	both	DET
ajis02-1539	157	26	equation	equation	NOUN
ajis02-1539	157	27	2	2	NUM
ajis02-1539	157	28	and	and	CCONJ
ajis02-1539	157	29	equation	equation	NOUN
ajis02-1539	157	30	3	3	NUM
ajis02-1539	157	31	,	,	PUNCT
ajis02-1539	157	32	forex	forex	NOUN
ajis02-1539	157	33	is	be	AUX
ajis02-1539	157	34	able	able	ADJ
ajis02-1539	157	35	to	to	PART
ajis02-1539	157	36	recognize	recognize	VERB
ajis02-1539	157	37	those	those	DET
ajis02-1539	157	38	high	high	ADJ
ajis02-1539	157	39	quality	quality	NOUN
ajis02-1539	157	40	rules	rule	NOUN
ajis02-1539	157	41	that	that	PRON
ajis02-1539	157	42	have	have	VERB
ajis02-1539	157	43	simultaneously	simultaneously	ADV
ajis02-1539	157	44	more	more	ADJ
ajis02-1539	157	45	(	(	PUNCT
ajis02-1539	157	46	or	or	CCONJ
ajis02-1539	157	47	equal	equal	ADJ
ajis02-1539	157	48	)	)	PUNCT
ajis02-1539	157	49	accuracy	accuracy	NOUN
ajis02-1539	157	50	and	and	CCONJ
ajis02-1539	157	51	coverage	coverage	NOUN
ajis02-1539	157	52	than	than	ADP
ajis02-1539	157	53	their	their	PRON
ajis02-1539	157	54	averages	average	NOUN
ajis02-1539	157	55	in	in	ADP
ajis02-1539	157	56	a	a	DET
ajis02-1539	157	57	forest	forest	NOUN
ajis02-1539	157	58	(	(	PUNCT
ajis02-1539	157	59	see	see	VERB
ajis02-1539	157	60	equation	equation	NOUN
ajis02-1539	157	61	4	4	NUM
ajis02-1539	157	62	)	)	PUNCT
ajis02-1539	157	63	.	.	PUNCT
ajis02-1539	158	1	𝐑𝐴𝑣𝑔	𝐑𝐴𝑣𝑔	NOUN
ajis02-1539	158	2	𝐴𝑐𝑐.𝐶𝑜𝑣	𝐴𝑐𝑐.𝐶𝑜𝑣	NOUN
ajis02-1539	158	3	=	=	SYM
ajis02-1539	158	4	𝐑𝐴𝑣𝑔	𝐑𝐴𝑣𝑔	NOUN
ajis02-1539	158	5	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	158	6	∩	∩	NOUN
ajis02-1539	158	7	𝐑𝐴𝑣𝑔	𝐑𝐴𝑣𝑔	NOUN
ajis02-1539	158	8	𝐶𝑜𝑣	𝐶𝑜𝑣	VERB
ajis02-1539	158	9	equation	equation	NOUN
ajis02-1539	158	10	4	4	NUM
ajis02-1539	158	11	from	from	ADP
ajis02-1539	158	12	equation	equation	NOUN
ajis02-1539	158	13	3	3	NUM
ajis02-1539	158	14	and	and	CCONJ
ajis02-1539	158	15	equation	equation	NOUN
ajis02-1539	158	16	4	4	NUM
ajis02-1539	158	17	we	we	PRON
ajis02-1539	158	18	understand	understand	VERB
ajis02-1539	158	19	that	that	SCONJ
ajis02-1539	158	20	forex	forex	ADJ
ajis02-1539	158	21	rules	rule	NOUN
ajis02-1539	158	22	can	can	AUX
ajis02-1539	158	23	be	be	AUX
ajis02-1539	158	24	dominated	dominate	VERB
ajis02-1539	158	25	by	by	ADP
ajis02-1539	158	26	the	the	DET
ajis02-1539	158	27	majority	majority	NOUN
ajis02-1539	158	28	class	class	NOUN
ajis02-1539	158	29	and	and	CCONJ
ajis02-1539	158	30	thus	thus	ADV
ajis02-1539	158	31	may	may	AUX
ajis02-1539	158	32	miss	miss	VERB
ajis02-1539	158	33	to	to	ADP
ajis02-1539	158	34	net	net	ADJ
ajis02-1539	158	35	rules	rule	NOUN
ajis02-1539	158	36	from	from	ADP
ajis02-1539	158	37	minority	minority	NOUN
ajis02-1539	158	38	class(es	class(es	PROPN
ajis02-1539	158	39	)	)	PUNCT
ajis02-1539	158	40	.	.	PUNCT
ajis02-1539	159	1	the	the	DET
ajis02-1539	159	2	reason	reason	NOUN
ajis02-1539	159	3	is	be	AUX
ajis02-1539	159	4	:	:	PUNCT
ajis02-1539	159	5	the	the	DET
ajis02-1539	159	6	records	record	NOUN
ajis02-1539	159	7	with	with	ADP
ajis02-1539	159	8	class	class	NOUN
ajis02-1539	159	9	values	value	NOUN
ajis02-1539	159	10	from	from	ADP
ajis02-1539	159	11	minority	minority	NOUN
ajis02-1539	159	12	class(es	class(es	NOUN
ajis02-1539	159	13	)	)	PUNCT
ajis02-1539	159	14	can	can	AUX
ajis02-1539	159	15	be	be	AUX
ajis02-1539	159	16	far	far	ADV
ajis02-1539	159	17	less	less	ADJ
ajis02-1539	159	18	than	than	ADP
ajis02-1539	159	19	the	the	DET
ajis02-1539	159	20	records	record	NOUN
ajis02-1539	159	21	with	with	ADP
ajis02-1539	159	22	class	class	NOUN
ajis02-1539	159	23	values	value	NOUN
ajis02-1539	159	24	from	from	ADP
ajis02-1539	159	25	the	the	DET
ajis02-1539	159	26	majority	majority	NOUN
ajis02-1539	159	27	class	class	NOUN
ajis02-1539	159	28	and	and	CCONJ
ajis02-1539	159	29	thus	thus	ADV
ajis02-1539	159	30	cov	cov	NOUN
ajis02-1539	159	31	of	of	ADP
ajis02-1539	159	32	rules	rule	NOUN
ajis02-1539	159	33	from	from	ADP
ajis02-1539	159	34	minority	minority	NOUN
ajis02-1539	159	35	class(es	class(es	PROPN
ajis02-1539	159	36	)	)	PUNCT
ajis02-1539	159	37	may	may	AUX
ajis02-1539	159	38	fall	fall	VERB
ajis02-1539	159	39	short	short	ADV
ajis02-1539	159	40	of	of	ADP
ajis02-1539	159	41	𝐶𝑜𝑣𝐴𝑣𝑔.	𝐶𝑜𝑣𝐴𝑣𝑔.	NOUN
ajis02-1539	159	42	as	as	ADP
ajis02-1539	159	43	a	a	DET
ajis02-1539	159	44	result	result	NOUN
ajis02-1539	159	45	,	,	PUNCT
ajis02-1539	159	46	rules	rule	NOUN
ajis02-1539	159	47	from	from	ADP
ajis02-1539	159	48	minority	minority	NOUN
ajis02-1539	159	49	class(es	class(es	PROPN
ajis02-1539	159	50	)	)	PUNCT
ajis02-1539	159	51	may	may	AUX
ajis02-1539	159	52	not	not	PART
ajis02-1539	159	53	qualify	qualify	VERB
ajis02-1539	159	54	for	for	ADP
ajis02-1539	159	55	𝐑𝐴𝑣𝑔	𝐑𝐴𝑣𝑔	NOUN
ajis02-1539	159	56	𝐴𝑐𝑐.𝐶𝑜𝑣	𝐴𝑐𝑐.𝐶𝑜𝑣	NOUN
ajis02-1539	159	57	making	make	VERB
ajis02-1539	159	58	forex	forex	NOUN
ajis02-1539	159	59	ineffective	ineffective	ADJ
ajis02-1539	159	60	for	for	ADP
ajis02-1539	159	61	extracting	extract	VERB
ajis02-1539	159	62	interesting	interesting	ADJ
ajis02-1539	159	63	knowledge	knowledge	NOUN
ajis02-1539	159	64	from	from	ADP
ajis02-1539	159	65	imbalanced	imbalanced	ADJ
ajis02-1539	159	66	data	datum	NOUN
ajis02-1539	159	67	(	(	PUNCT
ajis02-1539	159	68	see	see	VERB
ajis02-1539	159	69	equation	equation	NOUN
ajis02-1539	159	70	4	4	NUM
ajis02-1539	159	71	)	)	PUNCT
ajis02-1539	159	72	.	.	PUNCT
ajis02-1539	160	1	australasian	australasian	ADJ
ajis02-1539	160	2	journal	journal	NOUN
ajis02-1539	160	3	of	of	ADP
ajis02-1539	160	4	information	information	NOUN
ajis02-1539	160	5	systems	systems	PROPN
ajis02-1539	160	6	adnan	adnan	PROPN
ajis02-1539	160	7	&	&	CCONJ
ajis02-1539	160	8	islam	islam	PROPN
ajis02-1539	160	9	2017	2017	NUM
ajis02-1539	160	10	,	,	PUNCT
ajis02-1539	160	11	vol	vol	NOUN
ajis02-1539	160	12	21	21	NUM
ajis02-1539	160	13	,	,	PUNCT
ajis02-1539	160	14	selected	select	VERB
ajis02-1539	160	15	papers	paper	NOUN
ajis02-1539	160	16	from	from	ADP
ajis02-1539	160	17	ausdm	ausdm	PROPN
ajis02-1539	160	18	forex++	forex++	ADJ
ajis02-1539	160	19	:	:	PUNCT
ajis02-1539	160	20	knowledge	knowledge	NOUN
ajis02-1539	160	21	discovery	discovery	NOUN
ajis02-1539	160	22	from	from	ADP
ajis02-1539	160	23	decision	decision	NOUN
ajis02-1539	160	24	forests	forest	NOUN
ajis02-1539	160	25	7	7	NUM
ajis02-1539	160	26	as	as	ADP
ajis02-1539	160	27	an	an	DET
ajis02-1539	160	28	improvement	improvement	NOUN
ajis02-1539	160	29	to	to	ADP
ajis02-1539	160	30	forex	forex	NOUN
ajis02-1539	160	31	,	,	PUNCT
ajis02-1539	160	32	in	in	ADP
ajis02-1539	160	33	this	this	DET
ajis02-1539	160	34	paper	paper	NOUN
ajis02-1539	160	35	we	we	PRON
ajis02-1539	160	36	propose	propose	VERB
ajis02-1539	160	37	forex++	forex++	ADJ
ajis02-1539	160	38	that	that	PRON
ajis02-1539	160	39	obliges	oblige	VERB
ajis02-1539	160	40	the	the	DET
ajis02-1539	160	41	presence	presence	NOUN
ajis02-1539	160	42	of	of	ADP
ajis02-1539	160	43	rules	rule	NOUN
ajis02-1539	160	44	from	from	ADP
ajis02-1539	160	45	minority	minority	NOUN
ajis02-1539	160	46	class(es	class(es	PROPN
ajis02-1539	160	47	)	)	PUNCT
ajis02-1539	160	48	by	by	ADP
ajis02-1539	160	49	applying	apply	VERB
ajis02-1539	160	50	equation	equation	NOUN
ajis02-1539	160	51	2	2	NUM
ajis02-1539	160	52	and	and	CCONJ
ajis02-1539	160	53	equation	equation	NOUN
ajis02-1539	160	54	3	3	NUM
ajis02-1539	160	55	separately	separately	ADV
ajis02-1539	160	56	on	on	ADP
ajis02-1539	160	57	rules	rule	NOUN
ajis02-1539	160	58	from	from	ADP
ajis02-1539	160	59	each	each	DET
ajis02-1539	160	60	class	class	NOUN
ajis02-1539	160	61	.	.	PUNCT
ajis02-1539	161	1	forex++	forex++	PROPN
ajis02-1539	161	2	finds	find	VERB
ajis02-1539	161	3	the	the	DET
ajis02-1539	161	4	set	set	NOUN
ajis02-1539	161	5	of	of	ADP
ajis02-1539	161	6	rules	rule	NOUN
ajis02-1539	161	7	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	X
ajis02-1539	162	1	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	162	2	that	that	PRON
ajis02-1539	162	3	are	be	AUX
ajis02-1539	162	4	more	more	ADV
ajis02-1539	162	5	(	(	PUNCT
ajis02-1539	162	6	or	or	CCONJ
ajis02-1539	162	7	equally	equally	ADV
ajis02-1539	162	8	)	)	PUNCT
ajis02-1539	162	9	accurate	accurate	ADJ
ajis02-1539	162	10	than	than	ADP
ajis02-1539	162	11	the	the	DET
ajis02-1539	162	12	average	average	ADJ
ajis02-1539	162	13	accuracy	accuracy	NOUN
ajis02-1539	162	14	𝐴𝑐𝑐𝐴𝑣𝑔,𝑐𝑘	𝐴𝑐𝑐𝐴𝑣𝑔,𝑐𝑘	PROPN
ajis02-1539	162	15	of	of	ADP
ajis02-1539	162	16	all	all	DET
ajis02-1539	162	17	rules	rule	NOUN
ajis02-1539	162	18	with	with	ADP
ajis02-1539	162	19	the	the	DET
ajis02-1539	162	20	ck	ck	PROPN
ajis02-1539	162	21	class	class	NOUN
ajis02-1539	162	22	value	value	NOUN
ajis02-1539	162	23	(	(	PUNCT
ajis02-1539	162	24	𝐑𝐶𝑘	𝐑𝐶𝑘	NOUN
ajis02-1539	162	25	=	=	SYM
ajis02-1539	162	26	{	{	PUNCT
ajis02-1539	162	27	rh	rh	PROPN
ajis02-1539	162	28	,	,	PUNCT
ajis02-1539	162	29	ri	ri	PROPN
ajis02-1539	162	30	,	,	PUNCT
ajis02-1539	162	31	…	…	PUNCT
ajis02-1539	162	32	,	,	PUNCT
ajis02-1539	162	33	ry	ry	NOUN
ajis02-1539	162	34	}	}	PUNCT
ajis02-1539	162	35	)	)	PUNCT
ajis02-1539	162	36	in	in	ADP
ajis02-1539	162	37	a	a	DET
ajis02-1539	162	38	forest	forest	NOUN
ajis02-1539	162	39	as	as	SCONJ
ajis02-1539	162	40	follows	follow	VERB
ajis02-1539	162	41	.	.	PUNCT
ajis02-1539	163	1	note	note	VERB
ajis02-1539	163	2	that	that	SCONJ
ajis02-1539	163	3	𝑅𝑗,𝑐𝑘	𝑅𝑗,𝑐𝑘	PUNCT
ajis02-1539	164	1	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	164	2	represents	represent	VERB
ajis02-1539	164	3	the	the	DET
ajis02-1539	164	4	accuracy	accuracy	NOUN
ajis02-1539	164	5	of	of	ADP
ajis02-1539	164	6	the	the	DET
ajis02-1539	164	7	j	j	PROPN
ajis02-1539	164	8	-	-	PUNCT
ajis02-1539	164	9	th	th	VERB
ajis02-1539	164	10	rule	rule	NOUN
ajis02-1539	164	11	with	with	ADP
ajis02-1539	164	12	the	the	DET
ajis02-1539	164	13	ck	ck	ADJ
ajis02-1539	164	14	class	class	NOUN
ajis02-1539	164	15	value	value	NOUN
ajis02-1539	164	16	(	(	PUNCT
ajis02-1539	164	17	i.e.	i.e.	X
ajis02-1539	164	18	rj∈	rj∈	PROPN
ajis02-1539	164	19	𝐑𝐶𝑘	𝐑𝐶𝑘	NOUN
ajis02-1539	164	20	)	)	PUNCT
ajis02-1539	164	21	and	and	CCONJ
ajis02-1539	164	22	|𝐑𝐶𝑘	|𝐑𝐶𝑘	NOUN
ajis02-1539	164	23	|	|	ADV
ajis02-1539	164	24	expresses	express	VERB
ajis02-1539	164	25	the	the	DET
ajis02-1539	164	26	number	number	NOUN
ajis02-1539	164	27	of	of	ADP
ajis02-1539	164	28	rules	rule	NOUN
ajis02-1539	164	29	with	with	ADP
ajis02-1539	164	30	the	the	DET
ajis02-1539	164	31	ck	ck	ADJ
ajis02-1539	164	32	class	class	NOUN
ajis02-1539	164	33	value	value	NOUN
ajis02-1539	164	34	.	.	PUNCT
ajis02-1539	165	1	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	X
ajis02-1539	166	1	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	166	2	=	=	SYM
ajis02-1539	166	3	{	{	PUNCT
ajis02-1539	166	4	𝑅𝑖	𝑅𝑖	PROPN
ajis02-1539	166	5	:	:	PUNCT
ajis02-1539	166	6	𝑅𝑖,𝑐𝑘	𝑅𝑖,𝑐𝑘	X
ajis02-1539	167	1	𝐴𝑐𝑐	𝐴𝑐𝑐	X
ajis02-1539	167	2	≥	≥	NUM
ajis02-1539	167	3	𝐴𝑐𝑐𝐴𝑣𝑔,𝑐𝑘	𝐴𝑐𝑐𝐴𝑣𝑔,𝑐𝑘	NOUN
ajis02-1539	167	4	}	}	PUNCT
ajis02-1539	167	5	|𝐴𝑐𝑐𝐴𝑣𝑔,𝑐𝑘	|𝐴𝑐𝑐𝐴𝑣𝑔,𝑐𝑘	SYM
ajis02-1539	167	6	=	=	SYM
ajis02-1539	167	7	1	1	NUM
ajis02-1539	167	8	|𝐑𝑐𝑘	|𝐑𝑐𝑘	NOUN
ajis02-1539	167	9	|	|	ADV
ajis02-1539	167	10	∑	∑	PUNCT
ajis02-1539	167	11	𝑅𝑗,𝑐𝑘	𝑅𝑗,𝑐𝑘	X
ajis02-1539	168	1	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	168	2	|𝐑𝑐𝑘	|𝐑𝑐𝑘	PROPN
ajis02-1539	168	3	|	|	NOUN
ajis02-1539	168	4	𝑗=1	𝑗=1	PROPN
ajis02-1539	168	5	equation	equation	NOUN
ajis02-1539	168	6	5	5	NUM
ajis02-1539	168	7	similarly	similarly	ADV
ajis02-1539	168	8	,	,	PUNCT
ajis02-1539	168	9	forex++	forex++	PROPN
ajis02-1539	168	10	finds	find	VERB
ajis02-1539	168	11	the	the	DET
ajis02-1539	168	12	set	set	NOUN
ajis02-1539	168	13	of	of	ADP
ajis02-1539	168	14	rules	rule	NOUN
ajis02-1539	168	15	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	PROPN
ajis02-1539	168	16	𝐶𝑜𝑣	𝐶𝑜𝑣	VERB
ajis02-1539	168	17	that	that	PRON
ajis02-1539	168	18	have	have	VERB
ajis02-1539	168	19	more	more	ADJ
ajis02-1539	168	20	(	(	PUNCT
ajis02-1539	168	21	or	or	CCONJ
ajis02-1539	168	22	equal	equal	ADJ
ajis02-1539	168	23	)	)	PUNCT
ajis02-1539	168	24	coverage	coverage	NOUN
ajis02-1539	168	25	than	than	ADP
ajis02-1539	168	26	the	the	DET
ajis02-1539	168	27	average	average	ADJ
ajis02-1539	168	28	coverage	coverage	NOUN
ajis02-1539	168	29	𝐶𝑜𝑣𝐴𝑣𝑔,𝑐𝑘	𝐶𝑜𝑣𝐴𝑣𝑔,𝑐𝑘	NUM
ajis02-1539	168	30	of	of	ADP
ajis02-1539	168	31	all	all	DET
ajis02-1539	168	32	rules	rule	NOUN
ajis02-1539	168	33	with	with	ADP
ajis02-1539	168	34	the	the	DET
ajis02-1539	168	35	ck	ck	ADJ
ajis02-1539	168	36	class	class	NOUN
ajis02-1539	168	37	value	value	NOUN
ajis02-1539	168	38	𝐑𝐶𝑘	𝐑𝐶𝑘	NOUN
ajis02-1539	168	39	=	=	SYM
ajis02-1539	168	40	{	{	PUNCT
ajis02-1539	168	41	rh	rh	PROPN
ajis02-1539	168	42	,	,	PUNCT
ajis02-1539	168	43	ri	ri	PROPN
ajis02-1539	168	44	,	,	PUNCT
ajis02-1539	168	45	…	…	PUNCT
ajis02-1539	168	46	,	,	PUNCT
ajis02-1539	168	47	ry	ry	NOUN
ajis02-1539	168	48	}	}	PUNCT
ajis02-1539	168	49	)	)	PUNCT
ajis02-1539	168	50	in	in	ADP
ajis02-1539	168	51	a	a	DET
ajis02-1539	168	52	forest	forest	NOUN
ajis02-1539	168	53	as	as	SCONJ
ajis02-1539	168	54	follows	follow	VERB
ajis02-1539	168	55	.	.	PUNCT
ajis02-1539	169	1	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	PROPN
ajis02-1539	169	2	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	169	3	=	=	SYM
ajis02-1539	169	4	{	{	PUNCT
ajis02-1539	169	5	𝑅𝑖	𝑅𝑖	PROPN
ajis02-1539	169	6	:	:	PUNCT
ajis02-1539	169	7	𝑅𝑖,𝑐𝑘	𝑅𝑖,𝑐𝑘	PUNCT
ajis02-1539	170	1	𝐶𝑜𝑣	𝐶𝑜𝑣	VERB
ajis02-1539	170	2	≥	≥	NUM
ajis02-1539	170	3	𝐶𝑜𝑣𝐴𝑣𝑔,𝑐𝑘	𝐶𝑜𝑣𝐴𝑣𝑔,𝑐𝑘	ADV
ajis02-1539	170	4	}	}	PUNCT
ajis02-1539	170	5	|𝐶𝑜𝑣𝐴𝑣𝑔,𝑐𝑘	|𝐶𝑜𝑣𝐴𝑣𝑔,𝑐𝑘	X
ajis02-1539	171	1	=	=	SYM
ajis02-1539	171	2	1	1	NUM
ajis02-1539	171	3	|𝐑𝑐𝑘	|𝐑𝑐𝑘	NOUN
ajis02-1539	171	4	|	|	ADV
ajis02-1539	171	5	∑	∑	ADP
ajis02-1539	171	6	𝑅𝑗,𝑐𝑘	𝑅𝑗,𝑐𝑘	X
ajis02-1539	171	7	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	171	8	|𝐑𝑐𝑘	|𝐑𝑐𝑘	VERB
ajis02-1539	171	9	|	|	NOUN
ajis02-1539	171	10	𝑗=1	𝑗=1	PROPN
ajis02-1539	171	11	equation	equation	NOUN
ajis02-1539	171	12	6	6	NUM
ajis02-1539	171	13	3.2.2	3.2.2	NUM
ajis02-1539	171	14	consideration	consideration	NOUN
ajis02-1539	171	15	of	of	ADP
ajis02-1539	171	16	rule	rule	NOUN
ajis02-1539	171	17	length	length	NOUN
ajis02-1539	171	18	the	the	DET
ajis02-1539	171	19	rf+hc	rf+hc	PROPN
ajis02-1539	171	20	method	method	NOUN
ajis02-1539	171	21	incorporates	incorporate	VERB
ajis02-1539	171	22	the	the	DET
ajis02-1539	171	23	influence	influence	NOUN
ajis02-1539	171	24	of	of	ADP
ajis02-1539	171	25	rule	rule	NOUN
ajis02-1539	171	26	length	length	NOUN
ajis02-1539	171	27	to	to	PART
ajis02-1539	171	28	prioritize	prioritize	VERB
ajis02-1539	171	29	concise	concise	ADJ
ajis02-1539	171	30	rules	rule	NOUN
ajis02-1539	171	31	using	use	VERB
ajis02-1539	171	32	the	the	DET
ajis02-1539	171	33	term	term	NOUN
ajis02-1539	171	34	𝑐𝑐	𝑐𝑐	PROPN
ajis02-1539	171	35	𝑟𝑙	𝑟𝑙	NOUN
ajis02-1539	171	36	in	in	ADP
ajis02-1539	171	37	equation	equation	NOUN
ajis02-1539	171	38	1	1	NUM
ajis02-1539	171	39	.	.	PUNCT
ajis02-1539	172	1	in	in	ADP
ajis02-1539	172	2	𝑐𝑐	𝑐𝑐	NOUN
ajis02-1539	172	3	𝑟𝑙	𝑟𝑙	INTJ
ajis02-1539	172	4	,	,	PUNCT
ajis02-1539	172	5	rl	rl	VERB
ajis02-1539	172	6	ensures	ensure	VERB
ajis02-1539	172	7	more	more	ADJ
ajis02-1539	172	8	penalty	penalty	NOUN
ajis02-1539	172	9	for	for	ADP
ajis02-1539	172	10	a	a	DET
ajis02-1539	172	11	longer	long	ADJ
ajis02-1539	172	12	rule	rule	NOUN
ajis02-1539	172	13	;	;	PUNCT
ajis02-1539	172	14	however	however	ADV
ajis02-1539	172	15	the	the	DET
ajis02-1539	172	16	penalty	penalty	NOUN
ajis02-1539	172	17	can	can	AUX
ajis02-1539	172	18	be	be	AUX
ajis02-1539	172	19	suppressed	suppress	VERB
ajis02-1539	172	20	cc	cc	ADP
ajis02-1539	172	21	(	(	PUNCT
ajis02-1539	172	22	cc	cc	PROPN
ajis02-1539	172	23	is	be	AUX
ajis02-1539	172	24	the	the	DET
ajis02-1539	172	25	number	number	NOUN
ajis02-1539	172	26	of	of	ADP
ajis02-1539	172	27	records	record	NOUN
ajis02-1539	172	28	that	that	PRON
ajis02-1539	172	29	is	be	AUX
ajis02-1539	172	30	covered	cover	VERB
ajis02-1539	172	31	and	and	CCONJ
ajis02-1539	172	32	correctly	correctly	ADV
ajis02-1539	172	33	classified	classify	VERB
ajis02-1539	172	34	by	by	ADP
ajis02-1539	172	35	a	a	DET
ajis02-1539	172	36	rule	rule	NOUN
ajis02-1539	172	37	)	)	PUNCT
ajis02-1539	172	38	.	.	PUNCT
ajis02-1539	173	1	for	for	ADP
ajis02-1539	173	2	example	example	NOUN
ajis02-1539	173	3	,	,	PUNCT
ajis02-1539	173	4	the	the	DET
ajis02-1539	173	5	score	score	NOUN
ajis02-1539	173	6	from	from	ADP
ajis02-1539	173	7	the	the	DET
ajis02-1539	173	8	term	term	NOUN
ajis02-1539	173	9	𝑐𝑐	𝑐𝑐	PROPN
ajis02-1539	173	10	𝑟𝑙	𝑟𝑙	NOUN
ajis02-1539	173	11	for	for	ADP
ajis02-1539	173	12	rule	rule	NOUN
ajis02-1539	173	13	1	1	NUM
ajis02-1539	173	14	with	with	ADP
ajis02-1539	173	15	cc	cc	X
ajis02-1539	173	16	=	=	SYM
ajis02-1539	173	17	40	40	NUM
ajis02-1539	173	18	and	and	CCONJ
ajis02-1539	173	19	rl	rl	VERB
ajis02-1539	173	20	=	=	NOUN
ajis02-1539	173	21	10	10	NUM
ajis02-1539	173	22	will	will	AUX
ajis02-1539	173	23	be	be	AUX
ajis02-1539	173	24	more	more	ADV
ajis02-1539	173	25	(	(	PUNCT
ajis02-1539	173	26	better	well	ADJ
ajis02-1539	173	27	)	)	PUNCT
ajis02-1539	173	28	than	than	ADP
ajis02-1539	173	29	that	that	PRON
ajis02-1539	173	30	of	of	ADP
ajis02-1539	173	31	rule	rule	NOUN
ajis02-1539	173	32	2	2	NUM
ajis02-1539	173	33	with	with	ADP
ajis02-1539	173	34	cc	cc	X
ajis02-1539	173	35	=	=	SYM
ajis02-1539	173	36	15	15	NUM
ajis02-1539	173	37	and	and	CCONJ
ajis02-1539	173	38	rl	rl	X
ajis02-1539	173	39	=	=	NOUN
ajis02-1539	173	40	5	5	NUM
ajis02-1539	173	41	even	even	ADV
ajis02-1539	173	42	when	when	SCONJ
ajis02-1539	173	43	the	the	DET
ajis02-1539	173	44	length	length	NOUN
ajis02-1539	173	45	of	of	ADP
ajis02-1539	173	46	rule	rule	NOUN
ajis02-1539	173	47	1	1	NUM
ajis02-1539	173	48	is	be	AUX
ajis02-1539	173	49	double	double	ADJ
ajis02-1539	173	50	and	and	CCONJ
ajis02-1539	173	51	rule	rule	VERB
ajis02-1539	173	52	2	2	NUM
ajis02-1539	173	53	is	be	AUX
ajis02-1539	173	54	more	more	ADV
ajis02-1539	173	55	accurate	accurate	ADJ
ajis02-1539	173	56	with	with	ADP
ajis02-1539	173	57	no	no	DET
ajis02-1539	173	58	incorrect	incorrect	ADJ
ajis02-1539	173	59	classification	classification	NOUN
ajis02-1539	173	60	(	(	PUNCT
ajis02-1539	173	61	ic	ic	NOUN
ajis02-1539	173	62	=	=	NOUN
ajis02-1539	173	63	0	0	NUM
ajis02-1539	173	64	)	)	PUNCT
ajis02-1539	173	65	.	.	PUNCT
ajis02-1539	174	1	in	in	ADP
ajis02-1539	174	2	such	such	ADJ
ajis02-1539	174	3	scenarios	scenario	NOUN
ajis02-1539	174	4	,	,	PUNCT
ajis02-1539	174	5	it	it	PRON
ajis02-1539	174	6	is	be	AUX
ajis02-1539	174	7	really	really	ADV
ajis02-1539	174	8	debatable	debatable	ADJ
ajis02-1539	174	9	to	to	PART
ajis02-1539	174	10	establish	establish	VERB
ajis02-1539	174	11	any	any	DET
ajis02-1539	174	12	direct	direct	ADJ
ajis02-1539	174	13	relationship	relationship	NOUN
ajis02-1539	174	14	between	between	ADP
ajis02-1539	174	15	cc	cc	PROPN
ajis02-1539	174	16	and	and	CCONJ
ajis02-1539	174	17	rl	rl	VERB
ajis02-1539	174	18	without	without	ADP
ajis02-1539	174	19	considering	consider	VERB
ajis02-1539	174	20	other	other	ADJ
ajis02-1539	174	21	related	related	ADJ
ajis02-1539	174	22	variable	variable	NOUN
ajis02-1539	174	23	(	(	PUNCT
ajis02-1539	174	24	e.g.	e.g.	ADV
ajis02-1539	174	25	ic	ic	NUM
ajis02-1539	174	26	)	)	PUNCT
ajis02-1539	174	27	.	.	PUNCT
ajis02-1539	175	1	on	on	ADP
ajis02-1539	175	2	the	the	DET
ajis02-1539	175	3	other	other	ADJ
ajis02-1539	175	4	hand	hand	NOUN
ajis02-1539	175	5	,	,	PUNCT
ajis02-1539	175	6	forex++	forex++	ADJ
ajis02-1539	175	7	prioritizes	prioritize	VERB
ajis02-1539	175	8	the	the	DET
ajis02-1539	175	9	set	set	NOUN
ajis02-1539	175	10	of	of	ADP
ajis02-1539	175	11	concise	concise	ADJ
ajis02-1539	175	12	rules	rule	NOUN
ajis02-1539	175	13	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	PROPN
ajis02-1539	176	1	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	176	2	that	that	PRON
ajis02-1539	176	3	have	have	VERB
ajis02-1539	176	4	less	less	ADJ
ajis02-1539	176	5	(	(	PUNCT
ajis02-1539	176	6	or	or	CCONJ
ajis02-1539	176	7	equal	equal	ADJ
ajis02-1539	176	8	)	)	PUNCT
ajis02-1539	176	9	length	length	NOUN
ajis02-1539	176	10	than	than	ADP
ajis02-1539	176	11	the	the	DET
ajis02-1539	176	12	average	average	ADJ
ajis02-1539	176	13	length	length	NOUN
ajis02-1539	176	14	𝐿𝑒𝑛𝐴𝑣𝑔,𝑐𝑘	𝐿𝑒𝑛𝐴𝑣𝑔,𝑐𝑘	PROPN
ajis02-1539	176	15	of	of	ADP
ajis02-1539	176	16	all	all	DET
ajis02-1539	176	17	rules	rule	NOUN
ajis02-1539	176	18	with	with	ADP
ajis02-1539	176	19	the	the	DET
ajis02-1539	176	20	ck	ck	PROPN
ajis02-1539	176	21	class	class	NOUN
ajis02-1539	176	22	value	value	NOUN
ajis02-1539	176	23	(	(	PUNCT
ajis02-1539	176	24	𝐑𝐶𝑘	𝐑𝐶𝑘	NOUN
ajis02-1539	176	25	=	=	SYM
ajis02-1539	176	26	{	{	PUNCT
ajis02-1539	176	27	rh	rh	PROPN
ajis02-1539	176	28	,	,	PUNCT
ajis02-1539	176	29	ri	ri	PROPN
ajis02-1539	176	30	,	,	PUNCT
ajis02-1539	176	31	…	…	PUNCT
ajis02-1539	176	32	,	,	PUNCT
ajis02-1539	176	33	ry	ry	NOUN
ajis02-1539	176	34	}	}	PUNCT
ajis02-1539	176	35	)	)	PUNCT
ajis02-1539	176	36	in	in	ADP
ajis02-1539	176	37	a	a	DET
ajis02-1539	176	38	forest	forest	NOUN
ajis02-1539	176	39	as	as	SCONJ
ajis02-1539	176	40	follows	follow	VERB
ajis02-1539	176	41	.	.	PUNCT
ajis02-1539	177	1	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	PROPN
ajis02-1539	178	1	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	178	2	=	=	PUNCT
ajis02-1539	178	3	{	{	PUNCT
ajis02-1539	178	4	𝑅𝑖	𝑅𝑖	PROPN
ajis02-1539	178	5	:	:	PUNCT
ajis02-1539	178	6	𝑅𝑖,𝑐𝑘	𝑅𝑖,𝑐𝑘	X
ajis02-1539	179	1	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	179	2	≤	≤	PROPN
ajis02-1539	179	3	𝐿𝑒𝑛𝐴𝑣𝑔,𝑐𝑘	𝐿𝑒𝑛𝐴𝑣𝑔,𝑐𝑘	PUNCT
ajis02-1539	179	4	}	}	PUNCT
ajis02-1539	179	5	|𝐿𝑒𝑛𝐴𝑣𝑔,𝑐𝑘	|𝐿𝑒𝑛𝐴𝑣𝑔,𝑐𝑘	NOUN
ajis02-1539	179	6	=	=	SYM
ajis02-1539	179	7	1	1	NUM
ajis02-1539	179	8	|𝐑𝑐𝑘	|𝐑𝑐𝑘	NOUN
ajis02-1539	179	9	|	|	NOUN
ajis02-1539	179	10	∑	∑	ADP
ajis02-1539	179	11	𝑅𝑗,𝑐𝑘	𝑅𝑗,𝑐𝑘	PUNCT
ajis02-1539	180	1	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	180	2	|𝐑𝑐𝑘	|𝐑𝑐𝑘	PROPN
ajis02-1539	180	3	|	|	NOUN
ajis02-1539	180	4	𝑗=1	𝑗=1	PROPN
ajis02-1539	180	5	equation	equation	NOUN
ajis02-1539	180	6	7	7	NUM
ajis02-1539	180	7	3.3	3.3	NUM
ajis02-1539	180	8	rule	rule	NOUN
ajis02-1539	180	9	extraction	extraction	NOUN
ajis02-1539	180	10	by	by	ADP
ajis02-1539	180	11	forex++	forex++	ADJ
ajis02-1539	180	12	by	by	ADP
ajis02-1539	180	13	applying	apply	VERB
ajis02-1539	180	14	equation	equation	NOUN
ajis02-1539	180	15	5	5	NUM
ajis02-1539	180	16	,	,	PUNCT
ajis02-1539	180	17	equation	equation	NOUN
ajis02-1539	180	18	6	6	NUM
ajis02-1539	180	19	and	and	CCONJ
ajis02-1539	180	20	equation	equation	NOUN
ajis02-1539	180	21	7	7	NUM
ajis02-1539	180	22	,	,	PUNCT
ajis02-1539	180	23	forex++	forex++	ADJ
ajis02-1539	180	24	is	be	AUX
ajis02-1539	180	25	able	able	ADJ
ajis02-1539	180	26	to	to	PART
ajis02-1539	180	27	recognize	recognize	VERB
ajis02-1539	180	28	those	those	DET
ajis02-1539	180	29	high	high	ADJ
ajis02-1539	180	30	quality	quality	NOUN
ajis02-1539	180	31	rules	rule	NOUN
ajis02-1539	180	32	that	that	PRON
ajis02-1539	180	33	have	have	VERB
ajis02-1539	180	34	simultaneously	simultaneously	ADV
ajis02-1539	180	35	more	more	ADJ
ajis02-1539	180	36	(	(	PUNCT
ajis02-1539	180	37	or	or	CCONJ
ajis02-1539	180	38	equal	equal	ADJ
ajis02-1539	180	39	)	)	PUNCT
ajis02-1539	180	40	accuracy	accuracy	NOUN
ajis02-1539	180	41	,	,	PUNCT
ajis02-1539	180	42	coverage	coverage	NOUN
ajis02-1539	180	43	and	and	CCONJ
ajis02-1539	180	44	conciseness	conciseness	NOUN
ajis02-1539	180	45	than	than	ADP
ajis02-1539	180	46	their	their	PRON
ajis02-1539	180	47	averages	average	NOUN
ajis02-1539	180	48	for	for	ADP
ajis02-1539	180	49	each	each	DET
ajis02-1539	180	50	class	class	NOUN
ajis02-1539	180	51	in	in	ADP
ajis02-1539	180	52	a	a	DET
ajis02-1539	180	53	forest	forest	NOUN
ajis02-1539	180	54	(	(	PUNCT
ajis02-1539	180	55	see	see	VERB
ajis02-1539	180	56	equation	equation	NOUN
ajis02-1539	180	57	8	8	NUM
ajis02-1539	180	58	and	and	CCONJ
ajis02-1539	180	59	equation	equation	NOUN
ajis02-1539	180	60	9	9	NUM
ajis02-1539	180	61	)	)	PUNCT
ajis02-1539	180	62	.	.	PUNCT
ajis02-1539	181	1	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	PROPN
ajis02-1539	181	2	𝐴𝑐𝑐.𝐶𝑜𝑣.𝐿𝑒𝑛	𝐴𝑐𝑐.𝐶𝑜𝑣.𝐿𝑒𝑛	NOUN
ajis02-1539	181	3	=	=	PUNCT
ajis02-1539	181	4	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	PROPN
ajis02-1539	182	1	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	182	2	∩	∩	ADJ
ajis02-1539	182	3	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	PROPN
ajis02-1539	182	4	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	182	5	∩	∩	NOUN
ajis02-1539	182	6	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	NOUN
ajis02-1539	182	7	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	182	8	equation	equation	NOUN
ajis02-1539	182	9	8	8	NUM
ajis02-1539	182	10	australasian	australasian	ADJ
ajis02-1539	182	11	journal	journal	NOUN
ajis02-1539	182	12	of	of	ADP
ajis02-1539	182	13	information	information	NOUN
ajis02-1539	182	14	systems	systems	PROPN
ajis02-1539	182	15	adnan	adnan	PROPN
ajis02-1539	182	16	&	&	CCONJ
ajis02-1539	182	17	islam	islam	PROPN
ajis02-1539	182	18	2017	2017	NUM
ajis02-1539	182	19	,	,	PUNCT
ajis02-1539	182	20	vol	vol	NOUN
ajis02-1539	182	21	21	21	NUM
ajis02-1539	182	22	,	,	PUNCT
ajis02-1539	182	23	selected	select	VERB
ajis02-1539	182	24	papers	paper	NOUN
ajis02-1539	182	25	from	from	ADP
ajis02-1539	182	26	ausdm	ausdm	PROPN
ajis02-1539	182	27	forex++	forex++	ADJ
ajis02-1539	182	28	:	:	PUNCT
ajis02-1539	182	29	knowledge	knowledge	NOUN
ajis02-1539	182	30	discovery	discovery	NOUN
ajis02-1539	182	31	from	from	ADP
ajis02-1539	182	32	decision	decision	NOUN
ajis02-1539	182	33	forests	forest	NOUN
ajis02-1539	182	34	8	8	NUM
ajis02-1539	182	35	𝐑𝐹𝑜𝑟𝐸𝑥++	𝐑𝐹𝑜𝑟𝐸𝑥++	NOUN
ajis02-1539	182	36	=	=	SYM
ajis02-1539	182	37	⋃	⋃	PROPN
ajis02-1539	182	38	𝐑𝐴𝑣𝑔,𝑐𝑘	𝐑𝐴𝑣𝑔,𝑐𝑘	NOUN
ajis02-1539	182	39	𝐴𝑐𝑐.𝐶𝑜𝑣.𝐿𝑒𝑛	𝐴𝑐𝑐.𝐶𝑜𝑣.𝐿𝑒𝑛	NOUN
ajis02-1539	182	40	𝑐𝑘∈𝐶,∀𝑐𝑘	𝑐𝑘∈𝐶,∀𝑐𝑘	NOUN
ajis02-1539	182	41	equation	equation	NOUN
ajis02-1539	182	42	9	9	NUM
ajis02-1539	182	43	3.4	3.4	NUM
ajis02-1539	182	44	steps	step	NOUN
ajis02-1539	182	45	of	of	ADP
ajis02-1539	182	46	forex++	forex++	ADJ
ajis02-1539	182	47	the	the	DET
ajis02-1539	182	48	major	major	ADJ
ajis02-1539	182	49	steps	step	NOUN
ajis02-1539	182	50	of	of	ADP
ajis02-1539	182	51	forex++	forex++	ADJ
ajis02-1539	182	52	are	be	AUX
ajis02-1539	182	53	organized	organize	VERB
ajis02-1539	182	54	as	as	SCONJ
ajis02-1539	182	55	follows	follow	VERB
ajis02-1539	182	56	.	.	PUNCT
ajis02-1539	183	1	forex++	forex++	PROPN
ajis02-1539	183	2	is	be	AUX
ajis02-1539	183	3	further	far	ADV
ajis02-1539	183	4	illustrated	illustrate	VERB
ajis02-1539	183	5	through	through	ADP
ajis02-1539	183	6	algorithm	algorithm	NOUN
ajis02-1539	183	7	1	1	NUM
ajis02-1539	183	8	.	.	PUNCT
ajis02-1539	184	1	step	step	NOUN
ajis02-1539	184	2	1	1	NUM
ajis02-1539	184	3	:	:	PUNCT
ajis02-1539	184	4	in	in	ADP
ajis02-1539	184	5	the	the	DET
ajis02-1539	184	6	first	first	ADJ
ajis02-1539	184	7	step	step	NOUN
ajis02-1539	184	8	,	,	PUNCT
ajis02-1539	184	9	forex++	forex++	ADJ
ajis02-1539	184	10	removes	remove	VERB
ajis02-1539	184	11	identical	identical	ADJ
ajis02-1539	184	12	(	(	PUNCT
ajis02-1539	184	13	exactly	exactly	ADV
ajis02-1539	184	14	the	the	DET
ajis02-1539	184	15	same	same	ADJ
ajis02-1539	184	16	)	)	PUNCT
ajis02-1539	184	17	rules	rule	NOUN
ajis02-1539	184	18	from	from	ADP
ajis02-1539	184	19	r	r	NOUN
ajis02-1539	184	20	(	(	PUNCT
ajis02-1539	184	21	see	see	VERB
ajis02-1539	184	22	step	step	NOUN
ajis02-1539	184	23	1	1	NUM
ajis02-1539	184	24	of	of	ADP
ajis02-1539	184	25	algorithm	algorithm	NOUN
ajis02-1539	184	26	1	1	NUM
ajis02-1539	184	27	)	)	PUNCT
ajis02-1539	184	28	.	.	PUNCT
ajis02-1539	185	1	step	step	NOUN
ajis02-1539	185	2	2	2	NUM
ajis02-1539	185	3	:	:	PUNCT
ajis02-1539	185	4	in	in	ADP
ajis02-1539	185	5	the	the	DET
ajis02-1539	185	6	second	second	ADJ
ajis02-1539	185	7	step	step	NOUN
ajis02-1539	185	8	,	,	PUNCT
ajis02-1539	185	9	forex++	forex++	ADJ
ajis02-1539	185	10	selects	select	VERB
ajis02-1539	185	11	three	three	NUM
ajis02-1539	185	12	sets	set	NOUN
ajis02-1539	185	13	of	of	ADP
ajis02-1539	185	14	rules	rule	NOUN
ajis02-1539	185	15	from	from	ADP
ajis02-1539	185	16	each	each	DET
ajis02-1539	185	17	class	class	NOUN
ajis02-1539	185	18	based	base	VERB
ajis02-1539	185	19	on	on	ADP
ajis02-1539	185	20	accuracy	accuracy	NOUN
ajis02-1539	185	21	,	,	PUNCT
ajis02-1539	185	22	coverage	coverage	NOUN
ajis02-1539	185	23	and	and	CCONJ
ajis02-1539	185	24	rule	rule	NOUN
ajis02-1539	185	25	length	length	NOUN
ajis02-1539	185	26	using	use	VERB
ajis02-1539	185	27	equation	equation	NOUN
ajis02-1539	185	28	5	5	NUM
ajis02-1539	185	29	,	,	PUNCT
ajis02-1539	185	30	equation	equation	NOUN
ajis02-1539	185	31	6	6	NUM
ajis02-1539	185	32	and	and	CCONJ
ajis02-1539	185	33	equation	equation	NOUN
ajis02-1539	185	34	7	7	NUM
ajis02-1539	185	35	.	.	PUNCT
ajis02-1539	186	1	it	it	PRON
ajis02-1539	186	2	then	then	ADV
ajis02-1539	186	3	selects	select	VERB
ajis02-1539	186	4	the	the	DET
ajis02-1539	186	5	intersection	intersection	NOUN
ajis02-1539	186	6	of	of	ADP
ajis02-1539	186	7	the	the	DET
ajis02-1539	186	8	three	three	NUM
ajis02-1539	186	9	sets	set	NOUN
ajis02-1539	186	10	of	of	ADP
ajis02-1539	186	11	rules	rule	NOUN
ajis02-1539	186	12	using	use	VERB
ajis02-1539	186	13	equation	equation	NOUN
ajis02-1539	186	14	8	8	NUM
ajis02-1539	186	15	(	(	PUNCT
ajis02-1539	186	16	see	see	VERB
ajis02-1539	186	17	step	step	NOUN
ajis02-1539	186	18	2	2	NUM
ajis02-1539	186	19	of	of	ADP
ajis02-1539	186	20	algorithm	algorithm	NOUN
ajis02-1539	186	21	1	1	NUM
ajis02-1539	186	22	)	)	PUNCT
ajis02-1539	186	23	.	.	PUNCT
ajis02-1539	187	1	step	step	NOUN
ajis02-1539	187	2	3	3	NUM
ajis02-1539	187	3	:	:	PUNCT
ajis02-1539	187	4	in	in	ADP
ajis02-1539	187	5	the	the	DET
ajis02-1539	187	6	third	third	ADJ
ajis02-1539	187	7	step	step	NOUN
ajis02-1539	187	8	,	,	PUNCT
ajis02-1539	187	9	forex++	forex++	ADJ
ajis02-1539	187	10	accumulates	accumulate	VERB
ajis02-1539	187	11	rules	rule	NOUN
ajis02-1539	187	12	for	for	ADP
ajis02-1539	187	13	all	all	DET
ajis02-1539	187	14	classes	class	NOUN
ajis02-1539	187	15	using	use	VERB
ajis02-1539	187	16	equation	equation	NOUN
ajis02-1539	187	17	9	9	NUM
ajis02-1539	187	18	(	(	PUNCT
ajis02-1539	187	19	see	see	VERB
ajis02-1539	187	20	step	step	NOUN
ajis02-1539	187	21	3	3	NUM
ajis02-1539	187	22	of	of	ADP
ajis02-1539	187	23	algorithm	algorithm	NOUN
ajis02-1539	187	24	1	1	NUM
ajis02-1539	187	25	)	)	PUNCT
ajis02-1539	187	26	.	.	PUNCT
ajis02-1539	188	1	algorithm	algorithm	NOUN
ajis02-1539	188	2	1	1	NUM
ajis02-1539	188	3	:	:	PUNCT
ajis02-1539	188	4	forex++	forex++	ADJ
ajis02-1539	188	5	input	input	NOUN
ajis02-1539	188	6	:	:	PUNCT
ajis02-1539	188	7	forest	forest	NOUN
ajis02-1539	188	8	rules	rule	VERB
ajis02-1539	188	9	r.	r.	PROPN
ajis02-1539	188	10	output	output	PROPN
ajis02-1539	188	11	:	:	PUNCT
ajis02-1539	188	12	forex++	forex++	ADJ
ajis02-1539	188	13	rules	rule	VERB
ajis02-1539	188	14	rforex++	rforex++	ADJ
ajis02-1539	188	15	.	.	PUNCT
ajis02-1539	189	1	begin	begin	VERB
ajis02-1539	189	2	rforex++←	rforex++←	NOUN
ajis02-1539	189	3	∅	∅	NOUN
ajis02-1539	189	4	;	;	PUNCT
ajis02-1539	189	5	k	k	PROPN
ajis02-1539	189	6	←	←	PROPN
ajis02-1539	189	7	|c|	|c|	PROPN
ajis02-1539	189	8	;	;	PUNCT
ajis02-1539	189	9	/	/	SYM
ajis02-1539	189	10	*	*	PUNCT
ajis02-1539	189	11	|c|	|c|	PROPN
ajis02-1539	189	12	is	be	AUX
ajis02-1539	189	13	the	the	DET
ajis02-1539	189	14	number	number	NOUN
ajis02-1539	189	15	of	of	ADP
ajis02-1539	189	16	distinct	distinct	ADJ
ajis02-1539	189	17	classes	class	NOUN
ajis02-1539	189	18	*	*	PUNCT
ajis02-1539	189	19	/	/	SYM
ajis02-1539	189	20	step	step	NOUN
ajis02-1539	189	21	1	1	NUM
ajis02-1539	189	22	:	:	PUNCT
ajis02-1539	189	23	r←	r←	X
ajis02-1539	189	24	remove_identical_rules(r	remove_identical_rules(r	X
ajis02-1539	189	25	)	)	PUNCT
ajis02-1539	189	26	;	;	PUNCT
ajis02-1539	189	27	end	end	VERB
ajis02-1539	189	28	step	step	NOUN
ajis02-1539	189	29	1	1	NUM
ajis02-1539	189	30	step	step	NOUN
ajis02-1539	189	31	2	2	NUM
ajis02-1539	189	32	:	:	PUNCT
ajis02-1539	189	33	for	for	ADP
ajis02-1539	189	34	i	i	PRON
ajis02-1539	189	35	=	=	NOUN
ajis02-1539	189	36	1	1	NUM
ajis02-1539	189	37	to	to	PART
ajis02-1539	189	38	k	k	PROPN
ajis02-1539	189	39	do	do	AUX
ajis02-1539	189	40	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	189	41	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	189	42	←	←	PROPN
ajis02-1539	189	43	∅	∅	NOUN
ajis02-1539	189	44	;	;	PUNCT
ajis02-1539	189	45	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	189	46	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	189	47	←	←	NOUN
ajis02-1539	189	48	∅	∅	NOUN
ajis02-1539	189	49	;	;	PUNCT
ajis02-1539	189	50	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	189	51	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	189	52	←	←	PROPN
ajis02-1539	189	53	∅	∅	NOUN
ajis02-1539	189	54	;	;	PUNCT
ajis02-1539	189	55	𝐑𝐶𝑖	𝐑𝐶𝑖	PROPN
ajis02-1539	189	56	←	←	PROPN
ajis02-1539	189	57	get_rules_by_class(r	get_rules_by_class(r	PROPN
ajis02-1539	189	58	,	,	PUNCT
ajis02-1539	189	59	ci	ci	PROPN
ajis02-1539	189	60	)	)	PUNCT
ajis02-1539	189	61	;	;	PUNCT
ajis02-1539	189	62	/	/	PUNCT
ajis02-1539	189	63	*	*	VERB
ajis02-1539	189	64	𝐑𝐶𝑖	𝐑𝐶𝑖	PROPN
ajis02-1539	189	65	is	be	AUX
ajis02-1539	189	66	the	the	DET
ajis02-1539	189	67	set	set	NOUN
ajis02-1539	189	68	of	of	ADP
ajis02-1539	189	69	rules	rule	NOUN
ajis02-1539	189	70	with	with	ADP
ajis02-1539	189	71	the	the	DET
ajis02-1539	189	72	ci	ci	NOUN
ajis02-1539	189	73	class	class	NOUN
ajis02-1539	189	74	value	value	NOUN
ajis02-1539	189	75	*	*	PROPN
ajis02-1539	189	76	/	/	SYM
ajis02-1539	189	77	/	/	SYM
ajis02-1539	189	78	*	*	NOUN
ajis02-1539	189	79	implementation	implementation	NOUN
ajis02-1539	189	80	of	of	ADP
ajis02-1539	189	81	equation	equation	NOUN
ajis02-1539	189	82	5	5	NUM
ajis02-1539	189	83	*	*	PUNCT
ajis02-1539	189	84	/	/	PUNCT
ajis02-1539	189	85	for	for	ADP
ajis02-1539	189	86	j	j	NOUN
ajis02-1539	189	87	=	=	SYM
ajis02-1539	189	88	1	1	NUM
ajis02-1539	189	89	to	to	PART
ajis02-1539	189	90	|𝐑𝐶𝑖	|𝐑𝐶𝑖	PRON
ajis02-1539	189	91	|	|	ADV
ajis02-1539	189	92	do	do	VERB
ajis02-1539	189	93	𝑅𝑐𝑖	𝑅𝑐𝑖	PROPN
ajis02-1539	189	94	𝐴𝑐𝑐←	𝐴𝑐𝑐←	ADJ
ajis02-1539	189	95	𝑅𝑐𝑖	𝑅𝑐𝑖	PROPN
ajis02-1539	189	96	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	189	97	+	+	CCONJ
ajis02-1539	189	98	get_accuracy(𝑅𝑗,𝐶𝑖	get_accuracy(𝑅𝑗,𝐶𝑖	NOUN
ajis02-1539	189	99	)	)	PUNCT
ajis02-1539	189	100	;	;	PUNCT
ajis02-1539	189	101	/	/	SYM
ajis02-1539	189	102	*	*	PUNCT
ajis02-1539	189	103	𝑅𝑗,𝐶𝑖	𝑅𝑗,𝐶𝑖	NOUN
ajis02-1539	189	104	is	be	AUX
ajis02-1539	189	105	the	the	DET
ajis02-1539	189	106	j	j	PROPN
ajis02-1539	189	107	-	-	PUNCT
ajis02-1539	189	108	th	th	VERB
ajis02-1539	189	109	rule	rule	NOUN
ajis02-1539	189	110	of	of	ADP
ajis02-1539	189	111	𝐑𝐶𝑖	𝐑𝐶𝑖	NOUN
ajis02-1539	189	112	*	*	PUNCT
ajis02-1539	189	113	/	/	SYM
ajis02-1539	189	114	end	end	NOUN
ajis02-1539	189	115	for	for	ADP
ajis02-1539	189	116	𝐴𝑐𝑐𝐴𝑣𝑔,𝑐𝑖	𝐴𝑐𝑐𝐴𝑣𝑔,𝑐𝑖	NOUN
ajis02-1539	189	117	←	←	PROPN
ajis02-1539	189	118	1	1	NUM
ajis02-1539	189	119	|𝐑𝐶𝑖	|𝐑𝐶𝑖	X
ajis02-1539	189	120	|	|	ADV
ajis02-1539	189	121	×	×	NOUN
ajis02-1539	189	122	𝑅𝑐𝑖	𝑅𝑐𝑖	PROPN
ajis02-1539	189	123	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	189	124	;	;	PUNCT
ajis02-1539	189	125	for	for	ADP
ajis02-1539	189	126	j	j	PROPN
ajis02-1539	189	127	=	=	SYM
ajis02-1539	189	128	1	1	NUM
ajis02-1539	189	129	to	to	PART
ajis02-1539	189	130	|𝐑𝐶𝑖	|𝐑𝐶𝑖	ADV
ajis02-1539	189	131	|	|	ADV
ajis02-1539	189	132	do	do	VERB
ajis02-1539	189	133	if	if	SCONJ
ajis02-1539	189	134	get_accuracy(𝑅𝑗,𝐶𝑖	get_accuracy(𝑅𝑗,𝐶𝑖	NUM
ajis02-1539	189	135	)	)	PUNCT
ajis02-1539	189	136	≥	≥	NOUN
ajis02-1539	189	137	𝐴𝑐𝑐𝐴𝑣𝑔,𝑐𝑖	𝐴𝑐𝑐𝐴𝑣𝑔,𝑐𝑖	ADV
ajis02-1539	189	138	then	then	ADV
ajis02-1539	189	139	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	189	140	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	189	141	←	←	PROPN
ajis02-1539	189	142	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	189	143	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	189	144	∪	∪	ADJ
ajis02-1539	189	145	𝑅𝑗,𝐶𝑖	𝑅𝑗,𝐶𝑖	NOUN
ajis02-1539	189	146	;	;	PUNCT
ajis02-1539	189	147	end	end	VERB
ajis02-1539	189	148	for	for	ADP
ajis02-1539	189	149	/	/	SYM
ajis02-1539	189	150	*	*	NOUN
ajis02-1539	189	151	implementation	implementation	NOUN
ajis02-1539	189	152	of	of	ADP
ajis02-1539	189	153	equation	equation	NOUN
ajis02-1539	189	154	6	6	NUM
ajis02-1539	189	155	error	error	NOUN
ajis02-1539	189	156	!	!	PUNCT
ajis02-1539	190	1	reference	reference	NOUN
ajis02-1539	190	2	source	source	NOUN
ajis02-1539	190	3	not	not	PART
ajis02-1539	190	4	found.*/	found.*/	ADJ
ajis02-1539	190	5	for	for	ADP
ajis02-1539	190	6	j	j	PROPN
ajis02-1539	190	7	=	=	SYM
ajis02-1539	190	8	1	1	NUM
ajis02-1539	190	9	to	to	PART
ajis02-1539	190	10	|𝐑𝐶𝑖	|𝐑𝐶𝑖	PRON
ajis02-1539	190	11	|	|	ADV
ajis02-1539	190	12	do	do	VERB
ajis02-1539	190	13	𝑅𝑐𝑖	𝑅𝑐𝑖	PROPN
ajis02-1539	190	14	𝐶𝑜𝑣←	𝐶𝑜𝑣←	NOUN
ajis02-1539	190	15	𝑅𝑐𝑖	𝑅𝑐𝑖	PROPN
ajis02-1539	190	16	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	190	17	+	+	NOUN
ajis02-1539	190	18	get_coverage(𝑅𝑗,𝐶𝑖	get_coverage(𝑅𝑗,𝐶𝑖	NOUN
ajis02-1539	190	19	)	)	PUNCT
ajis02-1539	190	20	;	;	PUNCT
ajis02-1539	190	21	end	end	VERB
ajis02-1539	190	22	for	for	ADP
ajis02-1539	190	23	𝐶𝑜𝑣𝐴𝑣𝑔,𝑐𝑖	𝐶𝑜𝑣𝐴𝑣𝑔,𝑐𝑖	NOUN
ajis02-1539	190	24	←	←	PROPN
ajis02-1539	190	25	1	1	NUM
ajis02-1539	190	26	|𝐑𝐶𝑖	|𝐑𝐶𝑖	X
ajis02-1539	190	27	|	|	ADV
ajis02-1539	190	28	×	×	VERB
ajis02-1539	190	29	𝑅𝑐𝑖	𝑅𝑐𝑖	PROPN
ajis02-1539	190	30	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	190	31	;	;	PUNCT
ajis02-1539	190	32	for	for	SCONJ
ajis02-1539	190	33	j	j	PROPN
ajis02-1539	190	34	=	=	SYM
ajis02-1539	190	35	1	1	NUM
ajis02-1539	190	36	to	to	PART
ajis02-1539	190	37	|𝐑𝐶𝑖	|𝐑𝐶𝑖	ADV
ajis02-1539	190	38	|	|	ADV
ajis02-1539	190	39	do	do	VERB
ajis02-1539	190	40	if	if	SCONJ
ajis02-1539	190	41	get_coverage(𝑅𝑗,𝐶𝑖	get_coverage(𝑅𝑗,𝐶𝑖	ADJ
ajis02-1539	190	42	)	)	PUNCT
ajis02-1539	190	43	≥	≥	AUX
ajis02-1539	190	44	𝐶𝑜𝑣𝐴𝑣𝑔,𝑐𝑖	𝐶𝑜𝑣𝐴𝑣𝑔,𝑐𝑖	X
ajis02-1539	190	45	then	then	ADV
ajis02-1539	190	46	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	190	47	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	190	48	←	←	PROPN
ajis02-1539	190	49	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	190	50	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	190	51	∪	∪	NOUN
ajis02-1539	190	52	𝑅𝑗,𝐶𝑖	𝑅𝑗,𝐶𝑖	NOUN
ajis02-1539	190	53	;	;	PUNCT
ajis02-1539	190	54	end	end	VERB
ajis02-1539	190	55	for	for	ADP
ajis02-1539	190	56	/	/	SYM
ajis02-1539	190	57	*	*	NOUN
ajis02-1539	190	58	implementation	implementation	NOUN
ajis02-1539	190	59	of	of	ADP
ajis02-1539	190	60	equation	equation	NOUN
ajis02-1539	190	61	7	7	NUM
ajis02-1539	190	62	*	*	PUNCT
ajis02-1539	190	63	/	/	PUNCT
ajis02-1539	190	64	for	for	ADP
ajis02-1539	190	65	j	j	NOUN
ajis02-1539	190	66	=	=	SYM
ajis02-1539	190	67	1	1	NUM
ajis02-1539	190	68	to	to	PART
ajis02-1539	190	69	|𝐑𝐶𝑖	|𝐑𝐶𝑖	PRON
ajis02-1539	190	70	|	|	ADV
ajis02-1539	190	71	do	do	VERB
ajis02-1539	190	72	𝑅𝑐𝑖	𝑅𝑐𝑖	PROPN
ajis02-1539	190	73	𝐿𝑒𝑛←	𝐿𝑒𝑛←	NOUN
ajis02-1539	190	74	𝑅𝑐𝑖	𝑅𝑐𝑖	PROPN
ajis02-1539	190	75	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	190	76	+	+	PROPN
ajis02-1539	190	77	get_rule_length(𝑅𝑗,𝐶𝑖	get_rule_length(𝑅𝑗,𝐶𝑖	PROPN
ajis02-1539	190	78	)	)	PUNCT
ajis02-1539	190	79	;	;	PUNCT
ajis02-1539	190	80	end	end	VERB
ajis02-1539	190	81	for	for	ADP
ajis02-1539	190	82	𝐿𝑒𝑛𝐴𝑣𝑔,𝑐𝑖	𝐿𝑒𝑛𝐴𝑣𝑔,𝑐𝑖	PUNCT
ajis02-1539	190	83	←	←	PROPN
ajis02-1539	190	84	1	1	NUM
ajis02-1539	190	85	|𝐑𝐶𝑖	|𝐑𝐶𝑖	X
ajis02-1539	190	86	|	|	ADV
ajis02-1539	190	87	×	×	VERB
ajis02-1539	190	88	𝑅𝑐𝑖	𝑅𝑐𝑖	PROPN
ajis02-1539	190	89	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	190	90	;	;	PUNCT
ajis02-1539	190	91	for	for	ADP
ajis02-1539	190	92	j	j	PROPN
ajis02-1539	190	93	=	=	SYM
ajis02-1539	190	94	1	1	NUM
ajis02-1539	190	95	to	to	PART
ajis02-1539	190	96	|𝐑𝐶𝑖	|𝐑𝐶𝑖	ADV
ajis02-1539	190	97	|	|	ADV
ajis02-1539	190	98	do	do	VERB
ajis02-1539	190	99	australasian	australasian	ADJ
ajis02-1539	190	100	journal	journal	NOUN
ajis02-1539	190	101	of	of	ADP
ajis02-1539	190	102	information	information	NOUN
ajis02-1539	190	103	systems	systems	PROPN
ajis02-1539	190	104	adnan	adnan	PROPN
ajis02-1539	190	105	&	&	CCONJ
ajis02-1539	190	106	islam	islam	PROPN
ajis02-1539	190	107	2017	2017	NUM
ajis02-1539	190	108	,	,	PUNCT
ajis02-1539	190	109	vol	vol	NOUN
ajis02-1539	190	110	21	21	NUM
ajis02-1539	190	111	,	,	PUNCT
ajis02-1539	190	112	selected	select	VERB
ajis02-1539	190	113	papers	paper	NOUN
ajis02-1539	190	114	from	from	ADP
ajis02-1539	190	115	ausdm	ausdm	PROPN
ajis02-1539	190	116	forex++	forex++	ADJ
ajis02-1539	190	117	:	:	PUNCT
ajis02-1539	190	118	knowledge	knowledge	NOUN
ajis02-1539	190	119	discovery	discovery	NOUN
ajis02-1539	190	120	from	from	ADP
ajis02-1539	190	121	decision	decision	NOUN
ajis02-1539	190	122	forests	forest	NOUN
ajis02-1539	190	123	9	9	NUM
ajis02-1539	190	124	if	if	SCONJ
ajis02-1539	190	125	get_rule_length	get_rule_length	NOUN
ajis02-1539	190	126	(	(	PUNCT
ajis02-1539	190	127	𝑅𝑗,𝐶𝑖	𝑅𝑗,𝐶𝑖	NOUN
ajis02-1539	190	128	)	)	PUNCT
ajis02-1539	190	129	≤	≤	NOUN
ajis02-1539	190	130	𝐿𝑒𝑛𝐴𝑣𝑔,𝑐𝑖	𝐿𝑒𝑛𝐴𝑣𝑔,𝑐𝑖	VERB
ajis02-1539	190	131	then	then	ADV
ajis02-1539	190	132	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	190	133	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	190	134	←	←	PROPN
ajis02-1539	190	135	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	190	136	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	190	137	∪	∪	ADJ
ajis02-1539	190	138	𝑅𝑗,𝐶𝑖	𝑅𝑗,𝐶𝑖	NOUN
ajis02-1539	190	139	;	;	PUNCT
ajis02-1539	190	140	end	end	VERB
ajis02-1539	190	141	for	for	ADP
ajis02-1539	190	142	/	/	SYM
ajis02-1539	190	143	*	*	NOUN
ajis02-1539	190	144	implementation	implementation	NOUN
ajis02-1539	190	145	of	of	ADP
ajis02-1539	190	146	equation	equation	NOUN
ajis02-1539	190	147	8	8	NUM
ajis02-1539	190	148	*	*	PUNCT
ajis02-1539	190	149	/	/	SYM
ajis02-1539	190	150	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	190	151	𝐴𝑐𝑐.𝐶𝑜𝑣.𝐿𝑒𝑛	𝐴𝑐𝑐.𝐶𝑜𝑣.𝐿𝑒𝑛	NOUN
ajis02-1539	190	152	←	←	PROPN
ajis02-1539	190	153	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	190	154	𝐴𝑐𝑐	𝐴𝑐𝑐	PROPN
ajis02-1539	190	155	∩	∩	NOUN
ajis02-1539	190	156	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	190	157	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
ajis02-1539	190	158	∩	∩	NOUN
ajis02-1539	190	159	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	190	160	𝐿𝑒𝑛	𝐿𝑒𝑛	PROPN
ajis02-1539	190	161	;	;	PUNCT
ajis02-1539	190	162	end	end	VERB
ajis02-1539	190	163	for	for	ADP
ajis02-1539	190	164	end	end	NOUN
ajis02-1539	190	165	step	step	NOUN
ajis02-1539	190	166	2	2	NUM
ajis02-1539	190	167	step	step	NOUN
ajis02-1539	190	168	3	3	NUM
ajis02-1539	190	169	:	:	PUNCT
ajis02-1539	190	170	/	/	SYM
ajis02-1539	190	171	*	*	PUNCT
ajis02-1539	190	172	implementation	implementation	NOUN
ajis02-1539	190	173	of	of	ADP
ajis02-1539	190	174	equation	equation	NOUN
ajis02-1539	190	175	9	9	NUM
ajis02-1539	190	176	*	*	PUNCT
ajis02-1539	190	177	/	/	PUNCT
ajis02-1539	190	178	for	for	ADP
ajis02-1539	190	179	i	i	PRON
ajis02-1539	190	180	=	=	NOUN
ajis02-1539	190	181	1	1	NUM
ajis02-1539	190	182	to	to	PART
ajis02-1539	190	183	k	k	PROPN
ajis02-1539	190	184	do	do	VERB
ajis02-1539	190	185	rforex++←	rforex++←	PROPN
ajis02-1539	190	186	⋃	⋃	PROPN
ajis02-1539	190	187	𝐑𝐴𝑣𝑔,𝑐𝑖	𝐑𝐴𝑣𝑔,𝑐𝑖	PROPN
ajis02-1539	190	188	𝐴𝑐𝑐.𝐶𝑜𝑣.𝐿𝑒𝑛	𝐴𝑐𝑐.𝐶𝑜𝑣.𝐿𝑒𝑛	NOUN
ajis02-1539	190	189	;	;	PUNCT
ajis02-1539	190	190	end	end	VERB
ajis02-1539	190	191	for	for	ADP
ajis02-1539	190	192	end	end	NOUN
ajis02-1539	190	193	step	step	NOUN
ajis02-1539	190	194	3	3	NUM
ajis02-1539	190	195	return	return	NOUN
ajis02-1539	190	196	rforex++	rforex++	ADJ
ajis02-1539	190	197	;	;	PUNCT
ajis02-1539	190	198	end	end	VERB
ajis02-1539	190	199	4	4	NUM
ajis02-1539	190	200	experiments	experiment	NOUN
ajis02-1539	190	201	the	the	DET
ajis02-1539	190	202	experimentation	experimentation	NOUN
ajis02-1539	190	203	is	be	AUX
ajis02-1539	190	204	conducted	conduct	VERB
ajis02-1539	190	205	on	on	ADP
ajis02-1539	190	206	two	two	NUM
ajis02-1539	190	207	different	different	ADJ
ajis02-1539	190	208	publicly	publicly	ADV
ajis02-1539	190	209	available	available	ADJ
ajis02-1539	190	210	medical	medical	ADJ
ajis02-1539	190	211	related	relate	VERB
ajis02-1539	190	212	data	data	NOUN
ajis02-1539	190	213	sets	set	NOUN
ajis02-1539	190	214	on	on	ADP
ajis02-1539	190	215	dementia	dementia	NOUN
ajis02-1539	190	216	(	(	PUNCT
ajis02-1539	190	217	oasis	oasis	NOUN
ajis02-1539	190	218	)	)	PUNCT
ajis02-1539	190	219	and	and	CCONJ
ajis02-1539	190	220	heart	heart	NOUN
ajis02-1539	190	221	disease	disease	NOUN
ajis02-1539	190	222	(	(	PUNCT
ajis02-1539	190	223	lichman	lichman	NOUN
ajis02-1539	190	224	)	)	PUNCT
ajis02-1539	190	225	.	.	PUNCT
ajis02-1539	191	1	we	we	PRON
ajis02-1539	191	2	now	now	ADV
ajis02-1539	191	3	provide	provide	VERB
ajis02-1539	191	4	detailed	detailed	ADJ
ajis02-1539	191	5	description	description	NOUN
ajis02-1539	191	6	of	of	ADP
ajis02-1539	191	7	the	the	DET
ajis02-1539	191	8	data	data	NOUN
ajis02-1539	191	9	sets	set	NOUN
ajis02-1539	191	10	and	and	CCONJ
ajis02-1539	191	11	their	their	PRON
ajis02-1539	191	12	associated	associated	ADJ
ajis02-1539	191	13	experimental	experimental	ADJ
ajis02-1539	191	14	results	result	NOUN
ajis02-1539	191	15	in	in	ADP
ajis02-1539	191	16	the	the	DET
ajis02-1539	191	17	following	follow	VERB
ajis02-1539	191	18	sections	section	NOUN
ajis02-1539	191	19	.	.	PUNCT
ajis02-1539	192	1	4.1	4.1	NUM
ajis02-1539	192	2	dementia	dementia	NOUN
ajis02-1539	192	3	dementia	dementia	NOUN
ajis02-1539	192	4	is	be	AUX
ajis02-1539	192	5	a	a	DET
ajis02-1539	192	6	medical	medical	ADJ
ajis02-1539	192	7	term	term	NOUN
ajis02-1539	192	8	linked	link	VERB
ajis02-1539	192	9	with	with	ADP
ajis02-1539	192	10	memory	memory	NOUN
ajis02-1539	192	11	loss	loss	NOUN
ajis02-1539	192	12	which	which	PRON
ajis02-1539	192	13	is	be	AUX
ajis02-1539	192	14	severe	severe	ADJ
ajis02-1539	192	15	enough	enough	ADV
ajis02-1539	192	16	to	to	PART
ajis02-1539	192	17	complicate	complicate	VERB
ajis02-1539	192	18	daily	daily	ADJ
ajis02-1539	192	19	life	life	NOUN
ajis02-1539	192	20	(	(	PUNCT
ajis02-1539	192	21	dementia	dementia	PROPN
ajis02-1539	192	22	)	)	PUNCT
ajis02-1539	192	23	.	.	PUNCT
ajis02-1539	193	1	alzheimer	alzheimer	PROPN
ajis02-1539	193	2	’s	’s	PART
ajis02-1539	193	3	disease	disease	NOUN
ajis02-1539	193	4	(	(	PUNCT
ajis02-1539	193	5	ad	ad	NOUN
ajis02-1539	193	6	)	)	PUNCT
ajis02-1539	193	7	is	be	AUX
ajis02-1539	193	8	the	the	DET
ajis02-1539	193	9	most	most	ADV
ajis02-1539	193	10	common	common	ADJ
ajis02-1539	193	11	cause	cause	NOUN
ajis02-1539	193	12	of	of	ADP
ajis02-1539	193	13	dementia	dementia	NOUN
ajis02-1539	193	14	,	,	PUNCT
ajis02-1539	193	15	accounting	account	VERB
ajis02-1539	193	16	for	for	ADP
ajis02-1539	193	17	almost	almost	ADV
ajis02-1539	193	18	70	70	NUM
ajis02-1539	193	19	%	%	NOUN
ajis02-1539	193	20	of	of	ADP
ajis02-1539	193	21	all	all	DET
ajis02-1539	193	22	dementia	dementia	NOUN
ajis02-1539	193	23	cases	case	NOUN
ajis02-1539	193	24	(	(	PUNCT
ajis02-1539	193	25	dem	dem	NOUN
ajis02-1539	193	26	)	)	PUNCT
ajis02-1539	193	27	.	.	PUNCT
ajis02-1539	194	1	ad	ad	NOUN
ajis02-1539	194	2	is	be	AUX
ajis02-1539	194	3	caused	cause	VERB
ajis02-1539	194	4	by	by	ADP
ajis02-1539	194	5	abnormal	abnormal	ADJ
ajis02-1539	194	6	deposition	deposition	NOUN
ajis02-1539	194	7	of	of	ADP
ajis02-1539	194	8	proteins	protein	NOUN
ajis02-1539	194	9	in	in	ADP
ajis02-1539	194	10	the	the	DET
ajis02-1539	194	11	brain	brain	NOUN
ajis02-1539	194	12	that	that	PRON
ajis02-1539	194	13	destroys	destroy	VERB
ajis02-1539	194	14	cells	cell	NOUN
ajis02-1539	194	15	in	in	ADP
ajis02-1539	194	16	those	those	DET
ajis02-1539	194	17	areas	area	NOUN
ajis02-1539	194	18	of	of	ADP
ajis02-1539	194	19	the	the	DET
ajis02-1539	194	20	brain	brain	NOUN
ajis02-1539	194	21	(	(	PUNCT
ajis02-1539	194	22	i.e.	i.e.	X
ajis02-1539	194	23	cerebral	cerebral	ADJ
ajis02-1539	194	24	cortex	cortex	NOUN
ajis02-1539	194	25	)	)	PUNCT
ajis02-1539	194	26	that	that	PRON
ajis02-1539	194	27	are	be	AUX
ajis02-1539	194	28	responsible	responsible	ADJ
ajis02-1539	194	29	for	for	ADP
ajis02-1539	194	30	memories	memory	NOUN
ajis02-1539	194	31	,	,	PUNCT
ajis02-1539	194	32	thoughts	thought	NOUN
ajis02-1539	194	33	,	,	PUNCT
ajis02-1539	194	34	actions	action	NOUN
ajis02-1539	194	35	and	and	CCONJ
ajis02-1539	194	36	personality	personality	NOUN
ajis02-1539	194	37	.	.	PUNCT
ajis02-1539	195	1	unfortunately	unfortunately	ADV
ajis02-1539	195	2	,	,	PUNCT
ajis02-1539	195	3	ad	ad	NOUN
ajis02-1539	195	4	is	be	AUX
ajis02-1539	195	5	degenerative	degenerative	ADJ
ajis02-1539	195	6	(	(	PUNCT
ajis02-1539	195	7	destroys	destroy	VERB
ajis02-1539	195	8	brain	brain	NOUN
ajis02-1539	195	9	cells	cell	NOUN
ajis02-1539	195	10	that	that	PRON
ajis02-1539	195	11	causes	cause	VERB
ajis02-1539	195	12	to	to	PART
ajis02-1539	195	13	shrink	shrink	VERB
ajis02-1539	195	14	the	the	DET
ajis02-1539	195	15	size	size	NOUN
ajis02-1539	195	16	of	of	ADP
ajis02-1539	195	17	the	the	DET
ajis02-1539	195	18	brain	brain	NOUN
ajis02-1539	195	19	over	over	ADP
ajis02-1539	195	20	time	time	NOUN
ajis02-1539	195	21	)	)	PUNCT
ajis02-1539	195	22	,	,	PUNCT
ajis02-1539	195	23	progressive	progressive	ADJ
ajis02-1539	195	24	(	(	PUNCT
ajis02-1539	195	25	gradual	gradual	ADJ
ajis02-1539	195	26	decline	decline	NOUN
ajis02-1539	195	27	of	of	ADP
ajis02-1539	195	28	functioning	function	VERB
ajis02-1539	195	29	of	of	ADP
ajis02-1539	195	30	effected	effect	VERB
ajis02-1539	195	31	areas	area	NOUN
ajis02-1539	195	32	of	of	ADP
ajis02-1539	195	33	the	the	DET
ajis02-1539	195	34	brain	brain	NOUN
ajis02-1539	195	35	)	)	PUNCT
ajis02-1539	195	36	and	and	CCONJ
ajis02-1539	195	37	thus	thus	ADV
ajis02-1539	195	38	irreversible	irreversible	ADJ
ajis02-1539	195	39	(	(	PUNCT
ajis02-1539	195	40	dem).vascular	dem).vascular	ADJ
ajis02-1539	195	41	dementia	dementia	NOUN
ajis02-1539	195	42	(	(	PUNCT
ajis02-1539	195	43	vad	vad	PROPN
ajis02-1539	195	44	)	)	PUNCT
ajis02-1539	195	45	is	be	AUX
ajis02-1539	195	46	mainly	mainly	ADV
ajis02-1539	195	47	caused	cause	VERB
ajis02-1539	195	48	by	by	ADP
ajis02-1539	195	49	full	full	ADJ
ajis02-1539	195	50	or	or	CCONJ
ajis02-1539	195	51	partial	partial	ADJ
ajis02-1539	195	52	blocking	blocking	NOUN
ajis02-1539	195	53	of	of	ADP
ajis02-1539	195	54	arteries	artery	NOUN
ajis02-1539	195	55	in	in	ADP
ajis02-1539	195	56	the	the	DET
ajis02-1539	195	57	brain	brain	NOUN
ajis02-1539	195	58	from	from	ADP
ajis02-1539	195	59	deposits	deposit	NOUN
ajis02-1539	195	60	of	of	ADP
ajis02-1539	195	61	fats	fat	NOUN
ajis02-1539	195	62	,	,	PUNCT
ajis02-1539	195	63	dead	dead	ADJ
ajis02-1539	195	64	cells	cell	NOUN
ajis02-1539	195	65	,	,	PUNCT
ajis02-1539	195	66	and	and	CCONJ
ajis02-1539	195	67	other	other	ADJ
ajis02-1539	195	68	debris	debris	NOUN
ajis02-1539	195	69	that	that	PRON
ajis02-1539	195	70	ultimately	ultimately	ADV
ajis02-1539	195	71	disrupts	disrupt	VERB
ajis02-1539	195	72	the	the	DET
ajis02-1539	195	73	blood	blood	NOUN
ajis02-1539	195	74	flow	flow	NOUN
ajis02-1539	195	75	.	.	PUNCT
ajis02-1539	196	1	vascular	vascular	ADJ
ajis02-1539	196	2	dementia	dementia	NOUN
ajis02-1539	196	3	is	be	AUX
ajis02-1539	196	4	often	often	ADV
ajis02-1539	196	5	related	relate	VERB
ajis02-1539	196	6	to	to	ADP
ajis02-1539	196	7	high	high	ADJ
ajis02-1539	196	8	blood	blood	NOUN
ajis02-1539	196	9	pressure	pressure	NOUN
ajis02-1539	196	10	,	,	PUNCT
ajis02-1539	196	11	high	high	ADJ
ajis02-1539	196	12	cholesterol	cholesterol	NOUN
ajis02-1539	196	13	,	,	PUNCT
ajis02-1539	196	14	heart	heart	NOUN
ajis02-1539	196	15	disease	disease	NOUN
ajis02-1539	196	16	,	,	PUNCT
ajis02-1539	196	17	diabetes	diabetes	NOUN
ajis02-1539	196	18	,	,	PUNCT
ajis02-1539	196	19	and	and	CCONJ
ajis02-1539	196	20	other	other	ADJ
ajis02-1539	196	21	related	related	ADJ
ajis02-1539	196	22	conditions	condition	NOUN
ajis02-1539	196	23	.	.	PUNCT
ajis02-1539	197	1	treating	treat	VERB
ajis02-1539	197	2	those	those	DET
ajis02-1539	197	3	conditions	condition	NOUN
ajis02-1539	197	4	can	can	AUX
ajis02-1539	197	5	slowdown	slowdown	VERB
ajis02-1539	197	6	the	the	DET
ajis02-1539	197	7	progress	progress	NOUN
ajis02-1539	197	8	of	of	ADP
ajis02-1539	197	9	vascular	vascular	ADJ
ajis02-1539	197	10	dementia	dementia	NOUN
ajis02-1539	197	11	,	,	PUNCT
ajis02-1539	197	12	but	but	CCONJ
ajis02-1539	197	13	as	as	ADP
ajis02-1539	197	14	usual	usual	ADJ
ajis02-1539	197	15	the	the	DET
ajis02-1539	197	16	brain	brain	NOUN
ajis02-1539	197	17	functions	function	NOUN
ajis02-1539	197	18	that	that	PRON
ajis02-1539	197	19	are	be	AUX
ajis02-1539	197	20	lost	lose	VERB
ajis02-1539	197	21	are	be	AUX
ajis02-1539	197	22	not	not	PART
ajis02-1539	197	23	recoverable	recoverable	ADJ
ajis02-1539	197	24	.	.	PUNCT
ajis02-1539	198	1	unlike	unlike	ADP
ajis02-1539	198	2	in	in	ADP
ajis02-1539	198	3	ad	ad	NOUN
ajis02-1539	198	4	,	,	PUNCT
ajis02-1539	198	5	in	in	ADP
ajis02-1539	198	6	vad	vad	PROPN
ajis02-1539	198	7	the	the	DET
ajis02-1539	198	8	size	size	NOUN
ajis02-1539	198	9	the	the	DET
ajis02-1539	198	10	brain	brain	NOUN
ajis02-1539	198	11	may	may	AUX
ajis02-1539	198	12	not	not	PART
ajis02-1539	198	13	shrink	shrink	VERB
ajis02-1539	198	14	at	at	ADV
ajis02-1539	198	15	all	all	ADV
ajis02-1539	198	16	(	(	PUNCT
ajis02-1539	198	17	dem	dem	PROPN
ajis02-1539	198	18	)	)	PUNCT
ajis02-1539	198	19	.	.	PUNCT
ajis02-1539	199	1	4.2	4.2	NUM
ajis02-1539	199	2	data	datum	NOUN
ajis02-1539	199	3	set	set	VERB
ajis02-1539	199	4	on	on	ADP
ajis02-1539	199	5	dementia	dementia	NOUN
ajis02-1539	199	6	in	in	ADP
ajis02-1539	199	7	this	this	DET
ajis02-1539	199	8	paper	paper	NOUN
ajis02-1539	199	9	,	,	PUNCT
ajis02-1539	199	10	we	we	PRON
ajis02-1539	199	11	use	use	VERB
ajis02-1539	199	12	a	a	DET
ajis02-1539	199	13	data	data	NOUN
ajis02-1539	199	14	set	set	VERB
ajis02-1539	199	15	named	name	VERB
ajis02-1539	199	16	“	"	PUNCT
ajis02-1539	199	17	oasis	oasis	NOUN
ajis02-1539	199	18	:	:	PUNCT
ajis02-1539	199	19	longitudinal	longitudinal	ADJ
ajis02-1539	199	20	mri	mri	NOUN
ajis02-1539	199	21	data	datum	NOUN
ajis02-1539	199	22	in	in	ADP
ajis02-1539	199	23	nondemented	nondemented	ADJ
ajis02-1539	199	24	and	and	CCONJ
ajis02-1539	199	25	demented	demented	ADJ
ajis02-1539	199	26	older	old	ADJ
ajis02-1539	199	27	adults	adult	NOUN
ajis02-1539	199	28	”	"	PUNCT
ajis02-1539	199	29	that	that	PRON
ajis02-1539	199	30	consists	consist	VERB
ajis02-1539	199	31	of	of	ADP
ajis02-1539	199	32	a	a	DET
ajis02-1539	199	33	collection	collection	NOUN
ajis02-1539	199	34	of	of	ADP
ajis02-1539	199	35	354	354	NUM
ajis02-1539	199	36	observations	observation	NOUN
ajis02-1539	199	37	(	(	PUNCT
ajis02-1539	199	38	records	record	NOUN
ajis02-1539	199	39	)	)	PUNCT
ajis02-1539	199	40	on	on	ADP
ajis02-1539	199	41	142	142	NUM
ajis02-1539	199	42	subjects	subject	NOUN
ajis02-1539	199	43	(	(	PUNCT
ajis02-1539	199	44	patients	patient	NOUN
ajis02-1539	199	45	)	)	PUNCT
ajis02-1539	199	46	aged	age	VERB
ajis02-1539	199	47	between	between	ADP
ajis02-1539	199	48	60	60	NUM
ajis02-1539	199	49	to	to	PART
ajis02-1539	199	50	98	98	NUM
ajis02-1539	199	51	and	and	CCONJ
ajis02-1539	199	52	all	all	DET
ajis02-1539	199	53	the	the	DET
ajis02-1539	199	54	observations	observation	NOUN
ajis02-1539	199	55	have	have	VERB
ajis02-1539	199	56	one	one	NUM
ajis02-1539	199	57	of	of	ADP
ajis02-1539	199	58	the	the	DET
ajis02-1539	199	59	three	three	NUM
ajis02-1539	199	60	class	class	NOUN
ajis02-1539	199	61	values	value	NOUN
ajis02-1539	199	62	:	:	PUNCT
ajis02-1539	199	63	demented	demented	ADJ
ajis02-1539	199	64	,	,	PUNCT
ajis02-1539	199	65	nondemented	nondemented	ADJ
ajis02-1539	199	66	and	and	CCONJ
ajis02-1539	199	67	converted	convert	VERB
ajis02-1539	199	68	(	(	PUNCT
ajis02-1539	199	69	oasis	oasis	NOUN
ajis02-1539	199	70	)	)	PUNCT
ajis02-1539	199	71	.	.	PUNCT
ajis02-1539	200	1	converted	convert	VERB
ajis02-1539	200	2	class	class	NOUN
ajis02-1539	200	3	value	value	NOUN
ajis02-1539	200	4	refers	refer	VERB
ajis02-1539	200	5	to	to	ADP
ajis02-1539	200	6	the	the	DET
ajis02-1539	200	7	patients	patient	NOUN
ajis02-1539	200	8	that	that	PRON
ajis02-1539	200	9	develop	develop	VERB
ajis02-1539	200	10	dementia	dementia	NOUN
ajis02-1539	200	11	during	during	ADP
ajis02-1539	200	12	the	the	DET
ajis02-1539	200	13	period	period	NOUN
ajis02-1539	200	14	of	of	ADP
ajis02-1539	200	15	the	the	DET
ajis02-1539	200	16	data	datum	NOUN
ajis02-1539	200	17	collection	collection	NOUN
ajis02-1539	200	18	.	.	PUNCT
ajis02-1539	201	1	in	in	ADP
ajis02-1539	201	2	addition	addition	NOUN
ajis02-1539	201	3	to	to	ADP
ajis02-1539	201	4	mri	mri	PROPN
ajis02-1539	201	5	data	datum	NOUN
ajis02-1539	201	6	,	,	PUNCT
ajis02-1539	201	7	the	the	DET
ajis02-1539	201	8	data	datum	NOUN
ajis02-1539	201	9	set	set	VERB
ajis02-1539	201	10	also	also	ADV
ajis02-1539	201	11	includes	include	VERB
ajis02-1539	201	12	information	information	NOUN
ajis02-1539	201	13	about	about	ADP
ajis02-1539	201	14	patient	patient	NOUN
ajis02-1539	201	15	’s	’s	PART
ajis02-1539	201	16	gender	gender	NOUN
ajis02-1539	201	17	,	,	PUNCT
ajis02-1539	201	18	age	age	NOUN
ajis02-1539	201	19	,	,	PUNCT
ajis02-1539	201	20	education	education	NOUN
ajis02-1539	201	21	level	level	NOUN
ajis02-1539	201	22	and	and	CCONJ
ajis02-1539	201	23	socio	socio	NOUN
ajis02-1539	201	24	-	-	PUNCT
ajis02-1539	201	25	economic	economic	ADJ
ajis02-1539	201	26	status	status	NOUN
ajis02-1539	201	27	.	.	PUNCT
ajis02-1539	202	1	some	some	DET
ajis02-1539	202	2	scores	score	NOUN
ajis02-1539	202	3	on	on	ADP
ajis02-1539	202	4	dementia	dementia	NOUN
ajis02-1539	202	5	-	-	PUNCT
ajis02-1539	202	6	related	relate	VERB
ajis02-1539	202	7	examinations	examination	NOUN
ajis02-1539	202	8	are	be	AUX
ajis02-1539	202	9	also	also	ADV
ajis02-1539	202	10	included	include	VERB
ajis02-1539	202	11	.	.	PUNCT
ajis02-1539	203	1	intable	intable	ADJ
ajis02-1539	203	2	1	1	NUM
ajis02-1539	203	3	,	,	PUNCT
ajis02-1539	203	4	we	we	PRON
ajis02-1539	203	5	present	present	VERB
ajis02-1539	203	6	the	the	DET
ajis02-1539	203	7	attributes	attribute	NOUN
ajis02-1539	203	8	of	of	ADP
ajis02-1539	203	9	the	the	DET
ajis02-1539	203	10	oasis	oasis	NOUN
ajis02-1539	203	11	data	datum	NOUN
ajis02-1539	203	12	set	set	VERB
ajis02-1539	203	13	and	and	CCONJ
ajis02-1539	203	14	explain	explain	VERB
ajis02-1539	203	15	their	their	PRON
ajis02-1539	203	16	meanings	meaning	NOUN
ajis02-1539	203	17	with	with	SCONJ
ajis02-1539	203	18	their	their	PRON
ajis02-1539	203	19	respective	respective	ADJ
ajis02-1539	203	20	value	value	NOUN
ajis02-1539	203	21	ranges	range	VERB
ajis02-1539	203	22	in	in	ADP
ajis02-1539	203	23	detail	detail	NOUN
ajis02-1539	203	24	.	.	PUNCT
ajis02-1539	204	1	australasian	australasian	ADJ
ajis02-1539	204	2	journal	journal	NOUN
ajis02-1539	204	3	of	of	ADP
ajis02-1539	204	4	information	information	NOUN
ajis02-1539	204	5	systems	systems	PROPN
ajis02-1539	204	6	adnan	adnan	PROPN
ajis02-1539	204	7	&	&	CCONJ
ajis02-1539	204	8	islam	islam	PROPN
ajis02-1539	204	9	2017	2017	NUM
ajis02-1539	204	10	,	,	PUNCT
ajis02-1539	204	11	vol	vol	NOUN
ajis02-1539	204	12	21	21	NUM
ajis02-1539	204	13	,	,	PUNCT
ajis02-1539	204	14	selected	select	VERB
ajis02-1539	204	15	papers	paper	NOUN
ajis02-1539	204	16	from	from	ADP
ajis02-1539	204	17	ausdm	ausdm	PROPN
ajis02-1539	204	18	forex++	forex++	ADJ
ajis02-1539	204	19	:	:	PUNCT
ajis02-1539	204	20	knowledge	knowledge	NOUN
ajis02-1539	204	21	discovery	discovery	NOUN
ajis02-1539	204	22	from	from	ADP
ajis02-1539	204	23	decision	decision	NOUN
ajis02-1539	204	24	forests	forest	NOUN
ajis02-1539	204	25	10	10	NUM
ajis02-1539	204	26	attributes	attribute	VERB
ajis02-1539	204	27	explanation	explanation	NOUN
ajis02-1539	204	28	mri	mri	NOUN
ajis02-1539	205	1	i	i	PROPN
ajis02-1539	205	2	d	d	PROPN
ajis02-1539	205	3	the	the	DET
ajis02-1539	205	4	unique	unique	ADJ
ajis02-1539	205	5	number	number	NOUN
ajis02-1539	205	6	of	of	ADP
ajis02-1539	205	7	tests	test	NOUN
ajis02-1539	205	8	(	(	PUNCT
ajis02-1539	205	9	354	354	NUM
ajis02-1539	205	10	in	in	ADP
ajis02-1539	205	11	total	total	NOUN
ajis02-1539	205	12	)	)	PUNCT
ajis02-1539	205	13	.	.	PUNCT
ajis02-1539	206	1	subject	subject	NOUN
ajis02-1539	206	2	i	i	PROPN
ajis02-1539	206	3	d	d	NOUN
ajis02-1539	206	4	the	the	DET
ajis02-1539	206	5	number	number	NOUN
ajis02-1539	206	6	of	of	ADP
ajis02-1539	206	7	unique	unique	ADJ
ajis02-1539	206	8	patients	patient	NOUN
ajis02-1539	206	9	(	(	PUNCT
ajis02-1539	206	10	142	142	NUM
ajis02-1539	206	11	in	in	ADP
ajis02-1539	206	12	total	total	NOUN
ajis02-1539	206	13	)	)	PUNCT
ajis02-1539	206	14	.	.	PUNCT
ajis02-1539	207	1	one	one	NUM
ajis02-1539	207	2	patient	patient	NOUN
ajis02-1539	207	3	may	may	AUX
ajis02-1539	207	4	be	be	AUX
ajis02-1539	207	5	visiting	visit	VERB
ajis02-1539	207	6	multiple	multiple	ADJ
ajis02-1539	207	7	times	time	NOUN
ajis02-1539	207	8	for	for	ADP
ajis02-1539	207	9	mri	mri	NOUN
ajis02-1539	207	10	tests	test	NOUN
ajis02-1539	207	11	,	,	PUNCT
ajis02-1539	207	12	so	so	CCONJ
ajis02-1539	207	13	the	the	DET
ajis02-1539	207	14	number	number	NOUN
ajis02-1539	207	15	of	of	ADP
ajis02-1539	207	16	mri	mri	NOUN
ajis02-1539	207	17	tests	test	NOUN
ajis02-1539	207	18	(	(	PUNCT
ajis02-1539	207	19	354	354	NUM
ajis02-1539	207	20	)	)	PUNCT
ajis02-1539	207	21	is	be	AUX
ajis02-1539	207	22	larger	large	ADJ
ajis02-1539	207	23	than	than	ADP
ajis02-1539	207	24	the	the	DET
ajis02-1539	207	25	number	number	NOUN
ajis02-1539	207	26	of	of	ADP
ajis02-1539	207	27	subjects	subject	NOUN
ajis02-1539	207	28	.	.	PUNCT
ajis02-1539	208	1	visit	visit	VERB
ajis02-1539	208	2	chronological	chronological	ADJ
ajis02-1539	208	3	visit	visit	NOUN
ajis02-1539	208	4	number	number	NOUN
ajis02-1539	208	5	of	of	ADP
ajis02-1539	208	6	a	a	DET
ajis02-1539	208	7	patient	patient	NOUN
ajis02-1539	208	8	.	.	PUNCT
ajis02-1539	209	1	mr	mr	PROPN
ajis02-1539	209	2	delay	delay	VERB
ajis02-1539	209	3	the	the	DET
ajis02-1539	209	4	delay	delay	NOUN
ajis02-1539	209	5	since	since	SCONJ
ajis02-1539	209	6	the	the	DET
ajis02-1539	209	7	last	last	ADJ
ajis02-1539	209	8	visit	visit	NOUN
ajis02-1539	209	9	.	.	PUNCT
ajis02-1539	210	1	gender	gender	NOUN
ajis02-1539	210	2	male	male	NOUN
ajis02-1539	210	3	(	(	PUNCT
ajis02-1539	210	4	m	m	NOUN
ajis02-1539	210	5	)	)	PUNCT
ajis02-1539	210	6	or	or	CCONJ
ajis02-1539	210	7	female	female	ADJ
ajis02-1539	210	8	(	(	PUNCT
ajis02-1539	210	9	f	f	NOUN
ajis02-1539	210	10	)	)	PUNCT
ajis02-1539	210	11	.	.	PUNCT
ajis02-1539	211	1	hand	hand	VERB
ajis02-1539	211	2	right	right	ADV
ajis02-1539	211	3	-	-	PUNCT
ajis02-1539	211	4	handed	handed	ADJ
ajis02-1539	211	5	(	(	PUNCT
ajis02-1539	211	6	r	r	NOUN
ajis02-1539	211	7	)	)	PUNCT
ajis02-1539	211	8	or	or	CCONJ
ajis02-1539	211	9	left	left	ADV
ajis02-1539	211	10	-	-	PUNCT
ajis02-1539	211	11	handed	hand	VERB
ajis02-1539	211	12	(	(	PUNCT
ajis02-1539	211	13	l	l	NOUN
ajis02-1539	211	14	)	)	PUNCT
ajis02-1539	211	15	.	.	PUNCT
ajis02-1539	212	1	age	age	NOUN
ajis02-1539	212	2	ages	age	NOUN
ajis02-1539	212	3	of	of	ADP
ajis02-1539	212	4	the	the	DET
ajis02-1539	212	5	patients	patient	NOUN
ajis02-1539	212	6	vary	vary	VERB
ajis02-1539	212	7	between	between	ADP
ajis02-1539	212	8	60	60	NUM
ajis02-1539	212	9	to	to	PART
ajis02-1539	212	10	98	98	NUM
ajis02-1539	212	11	.	.	PUNCT
ajis02-1539	213	1	educ	educ	PROPN
ajis02-1539	213	2	education	education	NOUN
ajis02-1539	213	3	level	level	NOUN
ajis02-1539	213	4	of	of	ADP
ajis02-1539	213	5	the	the	DET
ajis02-1539	213	6	patients	patient	NOUN
ajis02-1539	213	7	vary	vary	VERB
ajis02-1539	213	8	between	between	ADP
ajis02-1539	213	9	6	6	NUM
ajis02-1539	213	10	to	to	PART
ajis02-1539	213	11	23	23	NUM
ajis02-1539	213	12	representing	represent	VERB
ajis02-1539	213	13	years	year	NOUN
ajis02-1539	213	14	of	of	ADP
ajis02-1539	213	15	education	education	NOUN
ajis02-1539	213	16	.	.	PUNCT
ajis02-1539	214	1	ses	se	NOUN
ajis02-1539	214	2	socio	socio	NOUN
ajis02-1539	214	3	-	-	PUNCT
ajis02-1539	214	4	economic	economic	ADJ
ajis02-1539	214	5	status	status	NOUN
ajis02-1539	214	6	of	of	ADP
ajis02-1539	214	7	the	the	DET
ajis02-1539	214	8	patients	patient	NOUN
ajis02-1539	214	9	assigned	assign	VERB
ajis02-1539	214	10	through	through	ADP
ajis02-1539	214	11	the	the	DET
ajis02-1539	214	12	hollingshead	hollingshead	ADJ
ajis02-1539	214	13	index	index	NOUN
ajis02-1539	214	14	of	of	ADP
ajis02-1539	214	15	social	social	ADJ
ajis02-1539	214	16	position	position	NOUN
ajis02-1539	214	17	.	.	PUNCT
ajis02-1539	215	1	1	1	NUM
ajis02-1539	215	2	representing	represent	VERB
ajis02-1539	215	3	the	the	DET
ajis02-1539	215	4	highest	high	ADJ
ajis02-1539	215	5	status	status	NOUN
ajis02-1539	215	6	to	to	ADP
ajis02-1539	215	7	5	5	NUM
ajis02-1539	215	8	representing	represent	VERB
ajis02-1539	215	9	the	the	DET
ajis02-1539	215	10	lowest	low	ADJ
ajis02-1539	215	11	status	status	NOUN
ajis02-1539	215	12	(	(	PUNCT
ajis02-1539	215	13	hollingshead	hollingshead	X
ajis02-1539	215	14	(	(	PUNCT
ajis02-1539	215	15	1975	1975	NUM
ajis02-1539	215	16	)	)	PUNCT
ajis02-1539	215	17	)	)	PUNCT
ajis02-1539	215	18	.	.	PUNCT
ajis02-1539	216	1	mmse	mmse	PROPN
ajis02-1539	216	2	mini	mini	ADJ
ajis02-1539	216	3	-	-	ADJ
ajis02-1539	216	4	mental	mental	ADJ
ajis02-1539	216	5	state	state	NOUN
ajis02-1539	216	6	examination	examination	NOUN
ajis02-1539	216	7	value	value	NOUN
ajis02-1539	216	8	ranges	range	VERB
ajis02-1539	216	9	between	between	ADP
ajis02-1539	216	10	0	0	NUM
ajis02-1539	216	11	to	to	ADP
ajis02-1539	216	12	30	30	NUM
ajis02-1539	216	13	.	.	PUNCT
ajis02-1539	217	1	in	in	ADP
ajis02-1539	217	2	mmse	mmse	ADJ
ajis02-1539	217	3	,	,	PUNCT
ajis02-1539	217	4	a	a	DET
ajis02-1539	217	5	health	health	NOUN
ajis02-1539	217	6	professional	professional	NOUN
ajis02-1539	217	7	asks	ask	VERB
ajis02-1539	217	8	a	a	DET
ajis02-1539	217	9	patient	patient	NOUN
ajis02-1539	217	10	a	a	DET
ajis02-1539	217	11	series	series	NOUN
ajis02-1539	217	12	of	of	ADP
ajis02-1539	217	13	questions	question	NOUN
ajis02-1539	217	14	designed	design	VERB
ajis02-1539	217	15	to	to	PART
ajis02-1539	217	16	test	test	VERB
ajis02-1539	217	17	a	a	DET
ajis02-1539	217	18	range	range	NOUN
ajis02-1539	217	19	of	of	ADP
ajis02-1539	217	20	everyday	everyday	ADJ
ajis02-1539	217	21	mental	mental	ADJ
ajis02-1539	217	22	skills	skill	NOUN
ajis02-1539	217	23	.	.	PUNCT
ajis02-1539	218	1	the	the	DET
ajis02-1539	218	2	questions	question	NOUN
ajis02-1539	218	3	mainly	mainly	ADV
ajis02-1539	218	4	cover	cover	VERB
ajis02-1539	218	5	preliminary	preliminary	ADJ
ajis02-1539	218	6	arithmetic	arithmetic	ADJ
ajis02-1539	218	7	problems	problem	NOUN
ajis02-1539	218	8	,	,	PUNCT
ajis02-1539	218	9	simple	simple	ADJ
ajis02-1539	218	10	memory	memory	NOUN
ajis02-1539	218	11	tests	test	NOUN
ajis02-1539	218	12	,	,	PUNCT
ajis02-1539	218	13	and	and	CCONJ
ajis02-1539	218	14	recognition	recognition	NOUN
ajis02-1539	218	15	of	of	ADP
ajis02-1539	218	16	different	different	ADJ
ajis02-1539	218	17	orientations	orientation	NOUN
ajis02-1539	218	18	of	of	ADP
ajis02-1539	218	19	objects	object	NOUN
ajis02-1539	218	20	.	.	PUNCT
ajis02-1539	219	1	a	a	DET
ajis02-1539	219	2	score	score	NOUN
ajis02-1539	219	3	of	of	ADP
ajis02-1539	219	4	20	20	NUM
ajis02-1539	219	5	to	to	PART
ajis02-1539	219	6	24	24	NUM
ajis02-1539	219	7	suggests	suggest	VERB
ajis02-1539	219	8	mild	mild	ADJ
ajis02-1539	219	9	dementia	dementia	NOUN
ajis02-1539	219	10	,	,	PUNCT
ajis02-1539	219	11	13	13	NUM
ajis02-1539	219	12	to	to	PART
ajis02-1539	219	13	20	20	NUM
ajis02-1539	219	14	suggests	suggest	VERB
ajis02-1539	219	15	moderate	moderate	ADJ
ajis02-1539	219	16	dementia	dementia	NOUN
ajis02-1539	219	17	,	,	PUNCT
ajis02-1539	219	18	and	and	CCONJ
ajis02-1539	219	19	less	less	ADJ
ajis02-1539	219	20	than	than	ADP
ajis02-1539	219	21	12	12	NUM
ajis02-1539	219	22	indicates	indicate	VERB
ajis02-1539	219	23	severe	severe	ADJ
ajis02-1539	219	24	dementia	dementia	NOUN
ajis02-1539	219	25	(	(	PUNCT
ajis02-1539	219	26	(	(	PUNCT
ajis02-1539	219	27	dementia	dementia	NOUN
ajis02-1539	219	28	)	)	PUNCT
ajis02-1539	219	29	,	,	PUNCT
ajis02-1539	219	30	folstein	folstein	ADV
ajis02-1539	219	31	et	et	PROPN
ajis02-1539	219	32	al	al	PROPN
ajis02-1539	219	33	.	.	PUNCT
ajis02-1539	220	1	(	(	PUNCT
ajis02-1539	220	2	1975	1975	NUM
ajis02-1539	220	3	)	)	PUNCT
ajis02-1539	220	4	)	)	PUNCT
ajis02-1539	220	5	.	.	PUNCT
ajis02-1539	221	1	cdr	cdr	PROPN
ajis02-1539	221	2	clinical	clinical	ADJ
ajis02-1539	221	3	dementia	dementia	NOUN
ajis02-1539	221	4	rating	rating	NOUN
ajis02-1539	221	5	.	.	PUNCT
ajis02-1539	221	6	0	0	PUNCT
ajis02-1539	221	7	indicates	indicate	VERB
ajis02-1539	221	8	no	no	DET
ajis02-1539	221	9	dementia	dementia	NOUN
ajis02-1539	221	10	,	,	PUNCT
ajis02-1539	221	11	0.5	0.5	NUM
ajis02-1539	221	12	indicates	indicate	VERB
ajis02-1539	221	13	very	very	ADV
ajis02-1539	221	14	mild	mild	ADJ
ajis02-1539	221	15	dementia	dementia	NOUN
ajis02-1539	221	16	,	,	PUNCT
ajis02-1539	221	17	1	1	NUM
ajis02-1539	221	18	indicates	indicate	VERB
ajis02-1539	221	19	mild	mild	ADJ
ajis02-1539	221	20	dementia	dementia	NOUN
ajis02-1539	221	21	and	and	CCONJ
ajis02-1539	221	22	2	2	NUM
ajis02-1539	221	23	indicates	indicate	VERB
ajis02-1539	221	24	moderate	moderate	ADJ
ajis02-1539	221	25	dementia	dementia	NOUN
ajis02-1539	221	26	(	(	PUNCT
ajis02-1539	221	27	morris	morris	PROPN
ajis02-1539	221	28	(	(	PUNCT
ajis02-1539	221	29	1993	1993	NUM
ajis02-1539	221	30	)	)	PUNCT
ajis02-1539	221	31	)	)	PUNCT
ajis02-1539	221	32	.	.	PUNCT
ajis02-1539	222	1	etiv	etiv	PROPN
ajis02-1539	222	2	estimated	estimate	VERB
ajis02-1539	222	3	total	total	ADJ
ajis02-1539	222	4	intra	intra	ADJ
ajis02-1539	222	5	-	-	ADJ
ajis02-1539	222	6	cranial	cranial	ADJ
ajis02-1539	222	7	volume	volume	NOUN
ajis02-1539	222	8	(	(	PUNCT
ajis02-1539	222	9	in	in	ADP
ajis02-1539	222	10	cm3	cm3	NOUN
ajis02-1539	222	11	)	)	PUNCT
ajis02-1539	222	12	of	of	ADP
ajis02-1539	222	13	the	the	DET
ajis02-1539	222	14	brain	brain	NOUN
ajis02-1539	222	15	(	(	PUNCT
ajis02-1539	222	16	proportional	proportional	ADJ
ajis02-1539	222	17	to	to	ADP
ajis02-1539	222	18	the	the	DET
ajis02-1539	222	19	size	size	NOUN
ajis02-1539	222	20	of	of	ADP
ajis02-1539	222	21	the	the	DET
ajis02-1539	222	22	skull	skull	NOUN
ajis02-1539	222	23	,	,	PUNCT
ajis02-1539	222	24	can	can	AUX
ajis02-1539	222	25	be	be	AUX
ajis02-1539	222	26	obtained	obtain	VERB
ajis02-1539	222	27	from	from	ADP
ajis02-1539	222	28	mri	mri	NOUN
ajis02-1539	222	29	image	image	NOUN
ajis02-1539	222	30	)	)	PUNCT
ajis02-1539	222	31	(	(	PUNCT
ajis02-1539	222	32	buckner	buckner	PROPN
ajis02-1539	222	33	et	et	PROPN
ajis02-1539	222	34	al	al	PROPN
ajis02-1539	222	35	.	.	PROPN
ajis02-1539	223	1	(	(	PUNCT
ajis02-1539	223	2	2004	2004	NUM
ajis02-1539	223	3	)	)	PUNCT
ajis02-1539	223	4	)	)	PUNCT
ajis02-1539	223	5	.	.	PUNCT
ajis02-1539	224	1	nwbv	nwbv	PROPN
ajis02-1539	224	2	normalized	normalize	VERB
ajis02-1539	224	3	whole	whole	ADJ
ajis02-1539	224	4	-	-	PUNCT
ajis02-1539	224	5	brain	brain	NOUN
ajis02-1539	224	6	volume	volume	NOUN
ajis02-1539	224	7	,	,	PUNCT
ajis02-1539	224	8	expressed	express	VERB
ajis02-1539	224	9	as	as	ADP
ajis02-1539	224	10	a	a	DET
ajis02-1539	224	11	percent	percent	NOUN
ajis02-1539	224	12	of	of	ADP
ajis02-1539	224	13	all	all	DET
ajis02-1539	224	14	voxels	voxel	NOUN
ajis02-1539	224	15	(	(	PUNCT
ajis02-1539	224	16	can	can	AUX
ajis02-1539	224	17	be	be	AUX
ajis02-1539	224	18	obtained	obtain	VERB
ajis02-1539	224	19	from	from	ADP
ajis02-1539	224	20	mri	mri	NOUN
ajis02-1539	224	21	image	image	NOUN
ajis02-1539	224	22	)	)	PUNCT
ajis02-1539	225	1	(	(	PUNCT
ajis02-1539	225	2	buckner	buckner	PROPN
ajis02-1539	225	3	et	et	PROPN
ajis02-1539	225	4	al	al	PROPN
ajis02-1539	225	5	.	.	PROPN
ajis02-1539	225	6	(	(	PUNCT
ajis02-1539	225	7	2005	2005	NUM
ajis02-1539	225	8	)	)	PUNCT
ajis02-1539	225	9	)	)	PUNCT
ajis02-1539	225	10	.	.	PUNCT
ajis02-1539	226	1	asf	asf	PROPN
ajis02-1539	226	2	atlas	atlas	PROPN
ajis02-1539	226	3	scale	scale	NOUN
ajis02-1539	226	4	factor	factor	NOUN
ajis02-1539	226	5	is	be	AUX
ajis02-1539	226	6	the	the	DET
ajis02-1539	226	7	volume	volume	NOUN
ajis02-1539	226	8	scaling	scale	VERB
ajis02-1539	226	9	factor	factor	NOUN
ajis02-1539	226	10	for	for	ADP
ajis02-1539	226	11	brain	brain	NOUN
ajis02-1539	226	12	size	size	NOUN
ajis02-1539	226	13	(	(	PUNCT
ajis02-1539	226	14	proportional	proportional	ADJ
ajis02-1539	226	15	to	to	PART
ajis02-1539	226	16	nwbs	nwbs	VERB
ajis02-1539	226	17	and	and	CCONJ
ajis02-1539	226	18	etiv	etiv	NOUN
ajis02-1539	226	19	(	(	PUNCT
ajis02-1539	226	20	buckner	buckner	PROPN
ajis02-1539	226	21	et	et	PROPN
ajis02-1539	226	22	al	al	PROPN
ajis02-1539	226	23	.	.	PROPN
ajis02-1539	227	1	(	(	PUNCT
ajis02-1539	227	2	2004	2004	NUM
ajis02-1539	227	3	)	)	PUNCT
ajis02-1539	227	4	)	)	PUNCT
ajis02-1539	227	5	.	.	PUNCT
ajis02-1539	228	1	distinct	distinct	ADJ
ajis02-1539	228	2	class	class	NOUN
ajis02-1539	228	3	values	value	VERB
ajis02-1539	228	4	three	three	NUM
ajis02-1539	228	5	distinct	distinct	ADJ
ajis02-1539	228	6	class	class	NOUN
ajis02-1539	228	7	values	value	NOUN
ajis02-1539	228	8	.	.	PUNCT
ajis02-1539	229	1	demented	demented	ADJ
ajis02-1539	229	2	,	,	PUNCT
ajis02-1539	229	3	nondemented	nondemented	ADJ
ajis02-1539	229	4	and	and	CCONJ
ajis02-1539	229	5	converted	convert	VERB
ajis02-1539	229	6	.	.	PUNCT
ajis02-1539	229	7	table	table	NOUN
ajis02-1539	229	8	1	1	NUM
ajis02-1539	229	9	:	:	PUNCT
ajis02-1539	229	10	description	description	NOUN
ajis02-1539	229	11	of	of	ADP
ajis02-1539	229	12	the	the	DET
ajis02-1539	229	13	oasis	oasis	NOUN
ajis02-1539	229	14	data	datum	NOUN
ajis02-1539	229	15	set	set	VERB
ajis02-1539	229	16	4.3	4.3	NUM
ajis02-1539	229	17	experimentation	experimentation	NOUN
ajis02-1539	229	18	on	on	ADP
ajis02-1539	229	19	the	the	DET
ajis02-1539	229	20	oasis	oasis	NOUN
ajis02-1539	229	21	data	datum	NOUN
ajis02-1539	229	22	set	set	VERB
ajis02-1539	229	23	in	in	ADP
ajis02-1539	229	24	(	(	PUNCT
ajis02-1539	229	25	ertek	ertek	NOUN
ajis02-1539	229	26	et	et	PROPN
ajis02-1539	229	27	al	al	PROPN
ajis02-1539	229	28	.	.	PROPN
ajis02-1539	230	1	(	(	PUNCT
ajis02-1539	230	2	2014	2014	NUM
ajis02-1539	230	3	)	)	PUNCT
ajis02-1539	230	4	)	)	PUNCT
ajis02-1539	230	5	,	,	PUNCT
ajis02-1539	230	6	the	the	DET
ajis02-1539	230	7	authors	author	NOUN
ajis02-1539	230	8	applied	apply	VERB
ajis02-1539	230	9	j48	j48	NOUN
ajis02-1539	230	10	(	(	PUNCT
ajis02-1539	230	11	hall	hall	NOUN
ajis02-1539	230	12	et	et	PROPN
ajis02-1539	230	13	al	al	PROPN
ajis02-1539	230	14	.	.	PROPN
ajis02-1539	231	1	(	(	PUNCT
ajis02-1539	231	2	2009	2009	NUM
ajis02-1539	231	3	)	)	PUNCT
ajis02-1539	231	4	)	)	PUNCT
ajis02-1539	231	5	on	on	ADP
ajis02-1539	231	6	a	a	DET
ajis02-1539	231	7	modified	modify	VERB
ajis02-1539	231	8	version	version	NOUN
ajis02-1539	231	9	of	of	ADP
ajis02-1539	231	10	oasis	oasis	NOUN
ajis02-1539	231	11	data	datum	NOUN
ajis02-1539	231	12	set	set	VERB
ajis02-1539	231	13	in	in	ADP
ajis02-1539	231	14	order	order	NOUN
ajis02-1539	231	15	to	to	PART
ajis02-1539	231	16	generate	generate	VERB
ajis02-1539	231	17	a	a	DET
ajis02-1539	231	18	decision	decision	NOUN
ajis02-1539	231	19	tree	tree	NOUN
ajis02-1539	231	20	.	.	PUNCT
ajis02-1539	232	1	from	from	ADP
ajis02-1539	232	2	the	the	DET
ajis02-1539	232	3	original	original	ADJ
ajis02-1539	232	4	oasis	oasis	NOUN
ajis02-1539	232	5	data	datum	NOUN
ajis02-1539	232	6	set	set	VERB
ajis02-1539	232	7	,	,	PUNCT
ajis02-1539	232	8	at	at	ADP
ajis02-1539	232	9	first	first	ADV
ajis02-1539	232	10	the	the	DET
ajis02-1539	232	11	authors	author	NOUN
ajis02-1539	232	12	excluded	exclude	VERB
ajis02-1539	232	13	the	the	DET
ajis02-1539	232	14	identifier	identifier	NOUN
ajis02-1539	232	15	attributes	attribute	NOUN
ajis02-1539	232	16	(	(	PUNCT
ajis02-1539	232	17	“	"	PUNCT
ajis02-1539	232	18	mri	mri	X
ajis02-1539	232	19	i	i	PROPN
ajis02-1539	232	20	d	d	PROPN
ajis02-1539	232	21	”	"	PUNCT
ajis02-1539	232	22	and	and	CCONJ
ajis02-1539	232	23	“	"	PUNCT
ajis02-1539	232	24	subject	subject	VERB
ajis02-1539	232	25	i	i	PROPN
ajis02-1539	232	26	d	d	NOUN
ajis02-1539	232	27	”	"	PUNCT
ajis02-1539	232	28	)	)	PUNCT
ajis02-1539	232	29	and	and	CCONJ
ajis02-1539	232	30	then	then	ADV
ajis02-1539	232	31	built	build	VERB
ajis02-1539	232	32	a	a	DET
ajis02-1539	232	33	preliminary	preliminary	ADJ
ajis02-1539	232	34	decision	decision	NOUN
ajis02-1539	232	35	tree	tree	NOUN
ajis02-1539	232	36	.	.	PUNCT
ajis02-1539	233	1	however	however	ADV
ajis02-1539	233	2	,	,	PUNCT
ajis02-1539	233	3	the	the	DET
ajis02-1539	233	4	first	first	ADJ
ajis02-1539	233	5	split	split	NOUN
ajis02-1539	233	6	of	of	ADP
ajis02-1539	233	7	the	the	DET
ajis02-1539	233	8	tree	tree	NOUN
ajis02-1539	233	9	based	base	VERB
ajis02-1539	233	10	on	on	ADP
ajis02-1539	233	11	the	the	DET
ajis02-1539	233	12	attribute	attribute	NOUN
ajis02-1539	233	13	“	"	PUNCT
ajis02-1539	233	14	cdr	cdr	NOUN
ajis02-1539	233	15	”	"	PUNCT
ajis02-1539	233	16	perfectly	perfectly	ADV
ajis02-1539	233	17	distinguished	distinguish	VERB
ajis02-1539	233	18	the	the	DET
ajis02-1539	233	19	demented	demented	ADJ
ajis02-1539	233	20	patients	patient	NOUN
ajis02-1539	233	21	(	(	PUNCT
ajis02-1539	233	22	when	when	SCONJ
ajis02-1539	233	23	cdr	cdr	PROPN
ajis02-1539	233	24	=	=	NOUN
ajis02-1539	233	25	1	1	NUM
ajis02-1539	233	26	)	)	PUNCT
ajis02-1539	233	27	from	from	ADP
ajis02-1539	233	28	others	other	NOUN
ajis02-1539	233	29	(	(	PUNCT
ajis02-1539	233	30	non	non	ADJ
ajis02-1539	233	31	-	-	ADJ
ajis02-1539	233	32	demented	demented	ADJ
ajis02-1539	233	33	and	and	CCONJ
ajis02-1539	233	34	converted	convert	VERB
ajis02-1539	233	35	)	)	PUNCT
ajis02-1539	233	36	.	.	PUNCT
ajis02-1539	234	1	this	this	PRON
ajis02-1539	234	2	showed	show	VERB
ajis02-1539	234	3	that	that	SCONJ
ajis02-1539	234	4	cdr	cdr	NOUN
ajis02-1539	234	5	was	be	AUX
ajis02-1539	234	6	too	too	ADV
ajis02-1539	234	7	good	good	ADJ
ajis02-1539	234	8	attribute	attribute	NOUN
ajis02-1539	234	9	to	to	PART
ajis02-1539	234	10	be	be	AUX
ajis02-1539	234	11	included	include	VERB
ajis02-1539	234	12	in	in	ADP
ajis02-1539	234	13	the	the	DET
ajis02-1539	234	14	analysis	analysis	NOUN
ajis02-1539	234	15	.	.	PUNCT
ajis02-1539	235	1	furthermore	furthermore	ADV
ajis02-1539	235	2	,	,	PUNCT
ajis02-1539	235	3	attributes	attribute	VERB
ajis02-1539	235	4	“	"	PUNCT
ajis02-1539	235	5	mr	mr	PROPN
ajis02-1539	235	6	delay	delay	PROPN
ajis02-1539	235	7	”	"	PUNCT
ajis02-1539	235	8	and	and	CCONJ
ajis02-1539	235	9	“	"	PUNCT
ajis02-1539	235	10	visit	visit	NOUN
ajis02-1539	235	11	”	"	PUNCT
ajis02-1539	235	12	were	be	AUX
ajis02-1539	235	13	found	find	VERB
ajis02-1539	235	14	strongly	strongly	ADV
ajis02-1539	235	15	dependent	dependent	ADJ
ajis02-1539	235	16	on	on	ADP
ajis02-1539	235	17	cdr	cdr	NOUN
ajis02-1539	235	18	in	in	ADP
ajis02-1539	235	19	the	the	DET
ajis02-1539	235	20	preliminary	preliminary	ADJ
ajis02-1539	235	21	tree	tree	NOUN
ajis02-1539	235	22	as	as	SCONJ
ajis02-1539	235	23	the	the	DET
ajis02-1539	235	24	following	follow	VERB
ajis02-1539	235	25	splits	split	NOUN
ajis02-1539	235	26	were	be	AUX
ajis02-1539	235	27	based	base	VERB
ajis02-1539	235	28	on	on	ADP
ajis02-1539	235	29	them	they	PRON
ajis02-1539	235	30	(	(	PUNCT
ajis02-1539	235	31	ertek	ertek	NOUN
ajis02-1539	235	32	et	et	PROPN
ajis02-1539	235	33	al	al	PROPN
ajis02-1539	235	34	.	.	PROPN
ajis02-1539	236	1	(	(	PUNCT
ajis02-1539	236	2	2014	2014	NUM
ajis02-1539	236	3	)	)	PUNCT
ajis02-1539	236	4	)	)	PUNCT
ajis02-1539	236	5	.	.	PUNCT
ajis02-1539	237	1	observing	observe	VERB
ajis02-1539	237	2	the	the	DET
ajis02-1539	237	3	“	"	PUNCT
ajis02-1539	237	4	near	near	ADJ
ajis02-1539	237	5	perfect	perfect	ADJ
ajis02-1539	237	6	”	"	PUNCT
ajis02-1539	237	7	results	result	NOUN
ajis02-1539	237	8	in	in	ADP
ajis02-1539	237	9	the	the	DET
ajis02-1539	237	10	preliminary	preliminary	ADJ
ajis02-1539	237	11	decision	decision	NOUN
ajis02-1539	237	12	tree	tree	NOUN
ajis02-1539	237	13	due	due	ADP
ajis02-1539	237	14	to	to	ADP
ajis02-1539	237	15	cdr	cdr	VERB
ajis02-1539	237	16	and	and	CCONJ
ajis02-1539	237	17	the	the	DET
ajis02-1539	237	18	inherent	inherent	ADJ
ajis02-1539	237	19	dependency	dependency	NOUN
ajis02-1539	237	20	problem	problem	NOUN
ajis02-1539	237	21	of	of	ADP
ajis02-1539	237	22	“	"	PUNCT
ajis02-1539	237	23	mr	mr	PROPN
ajis02-1539	237	24	delay	delay	PROPN
ajis02-1539	237	25	”	"	PUNCT
ajis02-1539	237	26	and	and	CCONJ
ajis02-1539	237	27	“	"	PUNCT
ajis02-1539	237	28	visit	visit	NOUN
ajis02-1539	237	29	”	"	PUNCT
ajis02-1539	237	30	,	,	PUNCT
ajis02-1539	237	31	the	the	DET
ajis02-1539	237	32	authors	author	NOUN
ajis02-1539	237	33	(	(	PUNCT
ajis02-1539	237	34	ertek	ertek	NOUN
ajis02-1539	237	35	et	et	PROPN
ajis02-1539	237	36	al	al	PROPN
ajis02-1539	237	37	.	.	PROPN
ajis02-1539	238	1	(	(	PUNCT
ajis02-1539	238	2	2014	2014	NUM
ajis02-1539	238	3	)	)	PUNCT
ajis02-1539	238	4	)	)	PUNCT
ajis02-1539	238	5	excluded	exclude	VERB
ajis02-1539	238	6	them	they	PRON
ajis02-1539	238	7	to	to	PART
ajis02-1539	238	8	generate	generate	VERB
ajis02-1539	238	9	the	the	DET
ajis02-1539	238	10	final	final	ADJ
ajis02-1539	238	11	decision	decision	NOUN
ajis02-1539	238	12	tree	tree	NOUN
ajis02-1539	238	13	.	.	PUNCT
ajis02-1539	239	1	table	table	NOUN
ajis02-1539	239	2	2	2	NUM
ajis02-1539	239	3	presents	present	VERB
ajis02-1539	239	4	the	the	DET
ajis02-1539	239	5	rules	rule	NOUN
ajis02-1539	239	6	generated	generate	VERB
ajis02-1539	239	7	from	from	ADP
ajis02-1539	239	8	the	the	DET
ajis02-1539	239	9	final	final	ADJ
ajis02-1539	239	10	j48	j48	ADJ
ajis02-1539	239	11	decision	decision	NOUN
ajis02-1539	239	12	tree	tree	NOUN
ajis02-1539	239	13	as	as	SCONJ
ajis02-1539	239	14	reported	report	VERB
ajis02-1539	239	15	in	in	ADP
ajis02-1539	239	16	ertek	ertek	PROPN
ajis02-1539	239	17	et	et	PROPN
ajis02-1539	239	18	al	al	PROPN
ajis02-1539	239	19	.	.	PROPN
ajis02-1539	240	1	(	(	PUNCT
ajis02-1539	240	2	2014	2014	NUM
ajis02-1539	240	3	)	)	PUNCT
ajis02-1539	240	4	with	with	ADP
ajis02-1539	240	5	their	their	PRON
ajis02-1539	240	6	respective	respective	ADJ
ajis02-1539	240	7	accuracies	accuracy	NOUN
ajis02-1539	240	8	(	(	PUNCT
ajis02-1539	240	9	except	except	SCONJ
ajis02-1539	240	10	we	we	PRON
ajis02-1539	240	11	prune	prune	VERB
ajis02-1539	240	12	a	a	DET
ajis02-1539	240	13	few	few	ADJ
ajis02-1539	240	14	lengthy	lengthy	ADJ
ajis02-1539	240	15	rules	rule	NOUN
ajis02-1539	240	16	to	to	PART
ajis02-1539	240	17	contain	contain	VERB
ajis02-1539	240	18	at	at	ADP
ajis02-1539	240	19	most	most	ADJ
ajis02-1539	240	20	australasian	australasian	ADJ
ajis02-1539	240	21	journal	journal	NOUN
ajis02-1539	240	22	of	of	ADP
ajis02-1539	240	23	information	information	NOUN
ajis02-1539	240	24	systems	systems	PROPN
ajis02-1539	240	25	adnan	adnan	PROPN
ajis02-1539	240	26	&	&	CCONJ
ajis02-1539	240	27	islam	islam	PROPN
ajis02-1539	240	28	2017	2017	NUM
ajis02-1539	240	29	,	,	PUNCT
ajis02-1539	240	30	vol	vol	NOUN
ajis02-1539	240	31	21	21	NUM
ajis02-1539	240	32	,	,	PUNCT
ajis02-1539	240	33	selected	select	VERB
ajis02-1539	240	34	papers	paper	NOUN
ajis02-1539	240	35	from	from	ADP
ajis02-1539	240	36	ausdm	ausdm	PROPN
ajis02-1539	240	37	forex++	forex++	ADJ
ajis02-1539	240	38	:	:	PUNCT
ajis02-1539	240	39	knowledge	knowledge	NOUN
ajis02-1539	240	40	discovery	discovery	NOUN
ajis02-1539	240	41	from	from	ADP
ajis02-1539	240	42	decision	decision	NOUN
ajis02-1539	240	43	forests	forest	NOUN
ajis02-1539	240	44	11	11	NUM
ajis02-1539	240	45	five	five	NUM
ajis02-1539	240	46	attributes	attribute	NOUN
ajis02-1539	240	47	in	in	ADP
ajis02-1539	240	48	their	their	PRON
ajis02-1539	240	49	antecedents	antecedent	NOUN
ajis02-1539	240	50	for	for	ADP
ajis02-1539	240	51	better	well	ADJ
ajis02-1539	240	52	understanding	understanding	NOUN
ajis02-1539	240	53	)	)	PUNCT
ajis02-1539	240	54	.	.	PUNCT
ajis02-1539	241	1	we	we	PRON
ajis02-1539	241	2	also	also	ADV
ajis02-1539	241	3	report	report	VERB
ajis02-1539	241	4	the	the	DET
ajis02-1539	241	5	coverages	coverage	NOUN
ajis02-1539	241	6	of	of	ADP
ajis02-1539	241	7	the	the	DET
ajis02-1539	241	8	rules	rule	NOUN
ajis02-1539	241	9	of	of	ADP
ajis02-1539	241	10	the	the	DET
ajis02-1539	241	11	final	final	ADJ
ajis02-1539	241	12	j48	j48	ADJ
ajis02-1539	241	13	decision	decision	NOUN
ajis02-1539	241	14	tree	tree	NOUN
ajis02-1539	241	15	even	even	ADV
ajis02-1539	241	16	though	though	SCONJ
ajis02-1539	241	17	they	they	PRON
ajis02-1539	241	18	were	be	AUX
ajis02-1539	241	19	not	not	PART
ajis02-1539	241	20	reported	report	VERB
ajis02-1539	241	21	in	in	ADP
ajis02-1539	241	22	ertek	ertek	PROPN
ajis02-1539	241	23	et	et	PROPN
ajis02-1539	241	24	al	al	PROPN
ajis02-1539	241	25	.	.	PROPN
ajis02-1539	242	1	(	(	PUNCT
ajis02-1539	242	2	2014	2014	NUM
ajis02-1539	242	3	)	)	PUNCT
ajis02-1539	242	4	.	.	PUNCT
ajis02-1539	243	1	demented	demented	ADJ
ajis02-1539	243	2	,	,	PUNCT
ajis02-1539	243	3	nondemented	nondemented	ADJ
ajis02-1539	243	4	and	and	CCONJ
ajis02-1539	243	5	converted	convert	VERB
ajis02-1539	243	6	are	be	AUX
ajis02-1539	243	7	abbreviated	abbreviate	VERB
ajis02-1539	243	8	as	as	ADP
ajis02-1539	243	9	d	d	PROPN
ajis02-1539	243	10	,	,	PUNCT
ajis02-1539	243	11	nd	nd	PRON
ajis02-1539	243	12	and	and	CCONJ
ajis02-1539	243	13	c	c	NOUN
ajis02-1539	243	14	respectively	respectively	ADV
ajis02-1539	243	15	to	to	PART
ajis02-1539	243	16	be	be	AUX
ajis02-1539	243	17	presented	present	VERB
ajis02-1539	243	18	in	in	ADP
ajis02-1539	243	19	subsequent	subsequent	ADJ
ajis02-1539	243	20	tables	table	NOUN
ajis02-1539	243	21	.	.	PUNCT
ajis02-1539	244	1	also	also	ADV
ajis02-1539	244	2	antecedent	antecedent	NOUN
ajis02-1539	244	3	,	,	PUNCT
ajis02-1539	244	4	consequent	consequent	ADJ
ajis02-1539	244	5	,	,	PUNCT
ajis02-1539	244	6	accuracy	accuracy	NOUN
ajis02-1539	244	7	and	and	CCONJ
ajis02-1539	244	8	coverage	coverage	NOUN
ajis02-1539	244	9	are	be	AUX
ajis02-1539	244	10	abbreviated	abbreviate	VERB
ajis02-1539	244	11	as	as	ADP
ajis02-1539	244	12	ante	ante	NOUN
ajis02-1539	244	13	,	,	PUNCT
ajis02-1539	244	14	cons	con	NOUN
ajis02-1539	244	15	,	,	PUNCT
ajis02-1539	244	16	acc	acc	PROPN
ajis02-1539	244	17	and	and	CCONJ
ajis02-1539	244	18	cov	cov	PROPN
ajis02-1539	244	19	respectively	respectively	ADV
ajis02-1539	244	20	.	.	PUNCT
ajis02-1539	245	1	ante	ante	NOUN
ajis02-1539	245	2	cons	con	NOUN
ajis02-1539	245	3	acc	acc	PROPN
ajis02-1539	245	4	cov	cov	PROPN
ajis02-1539	245	5	if	if	SCONJ
ajis02-1539	245	6	mmse	mmse	PROPN
ajis02-1539	245	7	<	<	X
ajis02-1539	245	8	=	=	X
ajis02-1539	245	9	26	26	NUM
ajis02-1539	245	10	d	d	NUM
ajis02-1539	245	11	94	94	NUM
ajis02-1539	245	12	%	%	NOUN
ajis02-1539	245	13	24	24	NUM
ajis02-1539	245	14	%	%	NOUN
ajis02-1539	245	15	if	if	SCONJ
ajis02-1539	245	16	mmse	mmse	PROPN
ajis02-1539	245	17	>	>	X
ajis02-1539	245	18	28	28	NUM
ajis02-1539	245	19	and	and	CCONJ
ajis02-1539	245	20	gender	gender	NOUN
ajis02-1539	245	21	=	=	PUNCT
ajis02-1539	245	22	f	f	PROPN
ajis02-1539	245	23	nd	nd	NUM
ajis02-1539	245	24	85	85	NUM
ajis02-1539	245	25	%	%	NOUN
ajis02-1539	245	26	36	36	NUM
ajis02-1539	245	27	%	%	NOUN
ajis02-1539	245	28	mmse	mmse	PROPN
ajis02-1539	245	29	>	>	X
ajis02-1539	245	30	28	28	NUM
ajis02-1539	245	31	and	and	CCONJ
ajis02-1539	245	32	gender	gender	NOUN
ajis02-1539	245	33	=	=	PUNCT
ajis02-1539	245	34	m	m	NOUN
ajis02-1539	245	35	and	and	CCONJ
ajis02-1539	245	36	educ	educ	VERB
ajis02-1539	245	37	and	and	CCONJ
ajis02-1539	245	38	educ	educ	VERB
ajis02-1539	245	39	<	<	NOUN
ajis02-1539	245	40	=	=	X
ajis02-1539	245	41	13	13	NUM
ajis02-1539	245	42	nd	nd	NUM
ajis02-1539	245	43	79	79	NUM
ajis02-1539	245	44	%	%	NOUN
ajis02-1539	245	45	5	5	NUM
ajis02-1539	245	46	%	%	NOUN
ajis02-1539	245	47	if	if	SCONJ
ajis02-1539	245	48	mmse	mmse	PROPN
ajis02-1539	245	49	>	>	X
ajis02-1539	245	50	28	28	NUM
ajis02-1539	245	51	and	and	CCONJ
ajis02-1539	245	52	gender	gender	NOUN
ajis02-1539	245	53	=	=	SYM
ajis02-1539	245	54	m	m	NOUN
ajis02-1539	245	55	and	and	CCONJ
ajis02-1539	245	56	educ	educ	VERB
ajis02-1539	245	57	between	between	ADP
ajis02-1539	245	58	13	13	NUM
ajis02-1539	245	59	and	and	CCONJ
ajis02-1539	245	60	15	15	NUM
ajis02-1539	245	61	d	d	SYM
ajis02-1539	245	62	86	86	NUM
ajis02-1539	245	63	%	%	NOUN
ajis02-1539	245	64	2	2	NUM
ajis02-1539	245	65	%	%	NOUN
ajis02-1539	245	66	if	if	SCONJ
ajis02-1539	245	67	mmse	mmse	PROPN
ajis02-1539	245	68	>	>	X
ajis02-1539	245	69	28	28	NUM
ajis02-1539	245	70	and	and	CCONJ
ajis02-1539	245	71	gender	gender	NOUN
ajis02-1539	245	72	=	=	PUNCT
ajis02-1539	245	73	m	m	NOUN
ajis02-1539	245	74	and	and	CCONJ
ajis02-1539	245	75	educ	educ	VERB
ajis02-1539	245	76	<	<	X
ajis02-1539	245	77	=	=	X
ajis02-1539	245	78	13	13	NUM
ajis02-1539	245	79	nd	nd	NUM
ajis02-1539	245	80	80	80	NUM
ajis02-1539	245	81	%	%	NOUN
ajis02-1539	245	82	5	5	NUM
ajis02-1539	245	83	%	%	NOUN
ajis02-1539	245	84	if	if	SCONJ
ajis02-1539	245	85	mmse	mmse	PROPN
ajis02-1539	245	86	>	>	X
ajis02-1539	245	87	28	28	NUM
ajis02-1539	245	88	and	and	CCONJ
ajis02-1539	245	89	gender	gender	NOUN
ajis02-1539	245	90	=	=	PUNCT
ajis02-1539	245	91	m	m	NOUN
ajis02-1539	245	92	and	and	CCONJ
ajis02-1539	245	93	educ	educ	VERB
ajis02-1539	245	94	>	>	X
ajis02-1539	245	95	15	15	NUM
ajis02-1539	245	96	and	and	CCONJ
ajis02-1539	245	97	asf	asf	NOUN
ajis02-1539	245	98	<	<	X
ajis02-1539	245	99	=	=	PROPN
ajis02-1539	246	1	0.93	0.93	NUM
ajis02-1539	246	2	d	d	NUM
ajis02-1539	246	3	80	80	NUM
ajis02-1539	246	4	%	%	NOUN
ajis02-1539	246	5	1	1	NUM
ajis02-1539	246	6	%	%	NOUN
ajis02-1539	246	7	if	if	SCONJ
ajis02-1539	246	8	mmse	mmse	PROPN
ajis02-1539	246	9	>	>	X
ajis02-1539	246	10	28	28	NUM
ajis02-1539	246	11	and	and	CCONJ
ajis02-1539	246	12	gender	gender	NOUN
ajis02-1539	246	13	=	=	PUNCT
ajis02-1539	246	14	m	m	NOUN
ajis02-1539	246	15	and	and	CCONJ
ajis02-1539	246	16	educ	educ	VERB
ajis02-1539	246	17	>	>	X
ajis02-1539	246	18	15	15	NUM
ajis02-1539	246	19	and	and	CCONJ
ajis02-1539	246	20	asf	asf	NOUN
ajis02-1539	246	21	>	>	PROPN
ajis02-1539	246	22	0.93	0.93	NUM
ajis02-1539	246	23	nd	nd	NUM
ajis02-1539	246	24	69	69	NUM
ajis02-1539	246	25	%	%	NOUN
ajis02-1539	246	26	7	7	NUM
ajis02-1539	246	27	%	%	NOUN
ajis02-1539	246	28	if	if	SCONJ
ajis02-1539	246	29	mmse	mmse	ADJ
ajis02-1539	246	30	between	between	ADP
ajis02-1539	246	31	27	27	NUM
ajis02-1539	246	32	and	and	CCONJ
ajis02-1539	246	33	28	28	NUM
ajis02-1539	246	34	and	and	CCONJ
ajis02-1539	246	35	gender	gender	NOUN
ajis02-1539	246	36	=	=	PUNCT
ajis02-1539	246	37	m	m	PROPN
ajis02-1539	247	1	and	and	CCONJ
ajis02-1539	247	2	nwbv	nwbv	X
ajis02-1539	247	3	<	<	X
ajis02-1539	247	4	=	=	X
ajis02-1539	247	5	0.68	0.68	NUM
ajis02-1539	247	6	nd	nd	NUM
ajis02-1539	247	7	80	80	NUM
ajis02-1539	247	8	%	%	NOUN
ajis02-1539	247	9	1	1	NUM
ajis02-1539	247	10	%	%	NOUN
ajis02-1539	247	11	if	if	SCONJ
ajis02-1539	247	12	mmse	mmse	ADJ
ajis02-1539	247	13	between	between	ADP
ajis02-1539	247	14	27	27	NUM
ajis02-1539	247	15	and	and	CCONJ
ajis02-1539	247	16	28	28	NUM
ajis02-1539	247	17	and	and	CCONJ
ajis02-1539	247	18	gender	gender	NOUN
ajis02-1539	247	19	=	=	PUNCT
ajis02-1539	247	20	m	m	NOUN
ajis02-1539	247	21	and	and	CCONJ
ajis02-1539	247	22	nwbv	nwbv	X
ajis02-1539	247	23	>	>	PUNCT
ajis02-1539	248	1	0.68	0.68	NUM
ajis02-1539	248	2	d	d	NUM
ajis02-1539	248	3	62	62	NUM
ajis02-1539	248	4	%	%	NOUN
ajis02-1539	248	5	8	8	NUM
ajis02-1539	248	6	%	%	NOUN
ajis02-1539	248	7	if	if	SCONJ
ajis02-1539	248	8	mmse	mmse	ADJ
ajis02-1539	248	9	between	between	ADP
ajis02-1539	248	10	27	27	NUM
ajis02-1539	248	11	and	and	CCONJ
ajis02-1539	248	12	28	28	NUM
ajis02-1539	248	13	and	and	CCONJ
ajis02-1539	248	14	gender	gender	NOUN
ajis02-1539	248	15	=	=	SYM
ajis02-1539	248	16	f	f	PROPN
ajis02-1539	248	17	and	and	CCONJ
ajis02-1539	248	18	nwbv	nwbv	INTJ
ajis02-1539	248	19	<	<	X
ajis02-1539	248	20	=	=	X
ajis02-1539	248	21	0.71	0.71	NUM
ajis02-1539	248	22	d	d	NUM
ajis02-1539	248	23	63	63	NUM
ajis02-1539	248	24	%	%	NOUN
ajis02-1539	248	25	2	2	NUM
ajis02-1539	248	26	%	%	NOUN
ajis02-1539	248	27	if	if	SCONJ
ajis02-1539	248	28	mmse	mmse	ADJ
ajis02-1539	248	29	between	between	ADP
ajis02-1539	248	30	27	27	NUM
ajis02-1539	248	31	and	and	CCONJ
ajis02-1539	248	32	28	28	NUM
ajis02-1539	248	33	and	and	CCONJ
ajis02-1539	248	34	gender	gender	NOUN
ajis02-1539	248	35	=	=	SYM
ajis02-1539	248	36	f	f	PROPN
ajis02-1539	248	37	and	and	CCONJ
ajis02-1539	248	38	nwbv	nwbv	INTJ
ajis02-1539	248	39	>	>	X
ajis02-1539	248	40	0.71	0.71	NUM
ajis02-1539	248	41	nd	nd	NUM
ajis02-1539	248	42	66	66	NUM
ajis02-1539	248	43	%	%	NOUN
ajis02-1539	248	44	9	9	NUM
ajis02-1539	248	45	%	%	NOUN
ajis02-1539	248	46	table	table	NOUN
ajis02-1539	248	47	2	2	NUM
ajis02-1539	248	48	:	:	PUNCT
ajis02-1539	248	49	rules	rule	NOUN
ajis02-1539	248	50	from	from	ADP
ajis02-1539	248	51	j48	j48	ADJ
ajis02-1539	248	52	decision	decision	NOUN
ajis02-1539	248	53	tree	tree	NOUN
ajis02-1539	248	54	both	both	CCONJ
ajis02-1539	248	55	random	random	ADJ
ajis02-1539	248	56	forest	forest	NOUN
ajis02-1539	248	57	and	and	CCONJ
ajis02-1539	248	58	forest	forest	NOUN
ajis02-1539	248	59	pa	pa	PROPN
ajis02-1539	248	60	use	use	VERB
ajis02-1539	248	61	bootstrap	bootstrap	NOUN
ajis02-1539	248	62	samples	sample	NOUN
ajis02-1539	248	63	of	of	ADP
ajis02-1539	248	64	a	a	DET
ajis02-1539	248	65	training	training	NOUN
ajis02-1539	248	66	data	datum	NOUN
ajis02-1539	248	67	set	set	VERB
ajis02-1539	248	68	.	.	PUNCT
ajis02-1539	249	1	bootstrap	bootstrap	NOUN
ajis02-1539	249	2	samples	sample	NOUN
ajis02-1539	249	3	are	be	AUX
ajis02-1539	249	4	generally	generally	ADV
ajis02-1539	249	5	used	use	VERB
ajis02-1539	249	6	for	for	ADP
ajis02-1539	249	7	inducing	induce	VERB
ajis02-1539	249	8	diversity	diversity	NOUN
ajis02-1539	249	9	among	among	ADP
ajis02-1539	249	10	the	the	DET
ajis02-1539	249	11	base	base	NOUN
ajis02-1539	249	12	classifiers	classifier	NOUN
ajis02-1539	249	13	(	(	PUNCT
ajis02-1539	249	14	martínez	martínez	PROPN
ajis02-1539	249	15	-	-	PUNCT
ajis02-1539	249	16	muñoz	muñoz	PROPN
ajis02-1539	249	17	and	and	CCONJ
ajis02-1539	249	18	suárez	suárez	NOUN
ajis02-1539	249	19	(	(	PUNCT
ajis02-1539	249	20	2010	2010	NUM
ajis02-1539	249	21	)	)	PUNCT
ajis02-1539	249	22	,	,	PUNCT
ajis02-1539	249	23	quinlan	quinlan	PROPN
ajis02-1539	249	24	(	(	PUNCT
ajis02-1539	249	25	1996a	1996a	NUM
ajis02-1539	249	26	)	)	PUNCT
ajis02-1539	249	27	)	)	PUNCT
ajis02-1539	249	28	.	.	PUNCT
ajis02-1539	250	1	approximately	approximately	ADV
ajis02-1539	250	2	,	,	PUNCT
ajis02-1539	250	3	63.2	63.2	NUM
ajis02-1539	250	4	%	%	NOUN
ajis02-1539	250	5	of	of	ADP
ajis02-1539	250	6	the	the	DET
ajis02-1539	250	7	original	original	ADJ
ajis02-1539	250	8	records	record	NOUN
ajis02-1539	250	9	are	be	AUX
ajis02-1539	250	10	selected	select	VERB
ajis02-1539	250	11	and	and	CCONJ
ajis02-1539	250	12	the	the	DET
ajis02-1539	250	13	remaining	remain	VERB
ajis02-1539	250	14	36.8	36.8	NUM
ajis02-1539	250	15	%	%	NOUN
ajis02-1539	250	16	records	record	NOUN
ajis02-1539	250	17	are	be	AUX
ajis02-1539	250	18	repeated	repeat	VERB
ajis02-1539	250	19	in	in	ADP
ajis02-1539	250	20	a	a	DET
ajis02-1539	250	21	bootstrap	bootstrap	NOUN
ajis02-1539	250	22	sample	sample	NOUN
ajis02-1539	250	23	(	(	PUNCT
ajis02-1539	250	24	han	han	PROPN
ajis02-1539	250	25	et	et	PROPN
ajis02-1539	250	26	al	al	PROPN
ajis02-1539	250	27	.	.	PROPN
ajis02-1539	251	1	(	(	PUNCT
ajis02-1539	251	2	2011	2011	NUM
ajis02-1539	251	3	)	)	PUNCT
ajis02-1539	251	4	)	)	PUNCT
ajis02-1539	251	5	.	.	PUNCT
ajis02-1539	252	1	as	as	ADP
ajis02-1539	252	2	a	a	DET
ajis02-1539	252	3	result	result	NOUN
ajis02-1539	252	4	of	of	ADP
ajis02-1539	252	5	this	this	DET
ajis02-1539	252	6	deviation	deviation	NOUN
ajis02-1539	252	7	,	,	PUNCT
ajis02-1539	252	8	bootstrap	bootstrap	NOUN
ajis02-1539	252	9	samples	sample	NOUN
ajis02-1539	252	10	can	can	AUX
ajis02-1539	252	11	not	not	PART
ajis02-1539	252	12	be	be	AUX
ajis02-1539	252	13	regarded	regard	VERB
ajis02-1539	252	14	as	as	ADP
ajis02-1539	252	15	a	a	DET
ajis02-1539	252	16	valid	valid	ADJ
ajis02-1539	252	17	source	source	NOUN
ajis02-1539	252	18	of	of	ADP
ajis02-1539	252	19	knowledge	knowledge	NOUN
ajis02-1539	252	20	.	.	PUNCT
ajis02-1539	253	1	therefore	therefore	ADV
ajis02-1539	253	2	,	,	PUNCT
ajis02-1539	253	3	for	for	ADP
ajis02-1539	253	4	an	an	DET
ajis02-1539	253	5	even	even	ADJ
ajis02-1539	253	6	comparison	comparison	NOUN
ajis02-1539	253	7	among	among	ADP
ajis02-1539	253	8	j48	j48	PROPN
ajis02-1539	253	9	,	,	PUNCT
ajis02-1539	253	10	random	random	ADJ
ajis02-1539	253	11	forest	forest	NOUN
ajis02-1539	253	12	and	and	CCONJ
ajis02-1539	253	13	forest	forest	PROPN
ajis02-1539	253	14	pa	pa	PROPN
ajis02-1539	253	15	,	,	PUNCT
ajis02-1539	253	16	we	we	PRON
ajis02-1539	253	17	do	do	AUX
ajis02-1539	253	18	not	not	PART
ajis02-1539	253	19	use	use	VERB
ajis02-1539	253	20	bootstrap	bootstrap	NOUN
ajis02-1539	253	21	samples	sample	NOUN
ajis02-1539	253	22	for	for	ADP
ajis02-1539	253	23	both	both	CCONJ
ajis02-1539	253	24	random	random	ADJ
ajis02-1539	253	25	forest	forest	NOUN
ajis02-1539	253	26	and	and	CCONJ
ajis02-1539	253	27	forest	forest	NOUN
ajis02-1539	253	28	pa	pa	PROPN
ajis02-1539	253	29	.	.	PROPN
ajis02-1539	254	1	as	as	ADP
ajis02-1539	254	2	a	a	DET
ajis02-1539	254	3	result	result	NOUN
ajis02-1539	254	4	,	,	PUNCT
ajis02-1539	254	5	random	random	ADJ
ajis02-1539	254	6	forest	forest	NOUN
ajis02-1539	254	7	is	be	AUX
ajis02-1539	254	8	converted	convert	VERB
ajis02-1539	254	9	to	to	ADP
ajis02-1539	254	10	random	random	ADJ
ajis02-1539	254	11	subspace	subspace	NOUN
ajis02-1539	254	12	(	(	PUNCT
ajis02-1539	254	13	rs	rs	NOUN
ajis02-1539	254	14	)	)	PUNCT
ajis02-1539	254	15	(	(	PUNCT
ajis02-1539	254	16	tin	tin	X
ajis02-1539	254	17	kam	kam	NOUN
ajis02-1539	254	18	(	(	PUNCT
ajis02-1539	254	19	1998	1998	NUM
ajis02-1539	254	20	)	)	PUNCT
ajis02-1539	254	21	)	)	PUNCT
ajis02-1539	254	22	and	and	CCONJ
ajis02-1539	254	23	forest	forest	NOUN
ajis02-1539	254	24	pa	pa	PROPN
ajis02-1539	254	25	is	be	AUX
ajis02-1539	254	26	converted	convert	VERB
ajis02-1539	254	27	to	to	ADP
ajis02-1539	254	28	forest	forest	NOUN
ajis02-1539	254	29	pa	pa	PROPN
ajis02-1539	254	30	without	without	ADP
ajis02-1539	254	31	bootstrap	bootstrap	NOUN
ajis02-1539	254	32	samples	sample	NOUN
ajis02-1539	254	33	(	(	PUNCT
ajis02-1539	254	34	forest	forest	NOUN
ajis02-1539	254	35	pa	pa	PROPN
ajis02-1539	254	36	wobs	wobs	PROPN
ajis02-1539	254	37	)	)	PUNCT
ajis02-1539	254	38	(	(	PUNCT
ajis02-1539	254	39	adnan	adnan	PROPN
ajis02-1539	254	40	and	and	CCONJ
ajis02-1539	254	41	islam	islam	PROPN
ajis02-1539	254	42	(	(	PUNCT
ajis02-1539	254	43	2017	2017	NUM
ajis02-1539	254	44	)	)	PUNCT
ajis02-1539	254	45	)	)	PUNCT
ajis02-1539	254	46	.	.	PUNCT
ajis02-1539	255	1	after	after	ADP
ajis02-1539	255	2	generating	generate	VERB
ajis02-1539	255	3	rules	rule	NOUN
ajis02-1539	255	4	from	from	ADP
ajis02-1539	255	5	both	both	CCONJ
ajis02-1539	255	6	the	the	DET
ajis02-1539	255	7	forests	forest	NOUN
ajis02-1539	255	8	,	,	PUNCT
ajis02-1539	255	9	we	we	PRON
ajis02-1539	255	10	first	first	ADV
ajis02-1539	255	11	remove	remove	VERB
ajis02-1539	255	12	identical	identical	ADJ
ajis02-1539	255	13	rules	rule	NOUN
ajis02-1539	255	14	from	from	ADP
ajis02-1539	255	15	them	they	PRON
ajis02-1539	255	16	and	and	CCONJ
ajis02-1539	255	17	then	then	ADV
ajis02-1539	255	18	apply	apply	VERB
ajis02-1539	255	19	forex++	forex++	ADJ
ajis02-1539	255	20	and	and	CCONJ
ajis02-1539	255	21	the	the	DET
ajis02-1539	255	22	rf+hc	rf+hc	PROPN
ajis02-1539	255	23	method	method	NOUN
ajis02-1539	255	24	for	for	ADP
ajis02-1539	255	25	extracting	extract	VERB
ajis02-1539	255	26	subsets	subset	NOUN
ajis02-1539	255	27	of	of	ADP
ajis02-1539	255	28	rules	rule	NOUN
ajis02-1539	255	29	.	.	PUNCT
ajis02-1539	256	1	for	for	ADP
ajis02-1539	256	2	a	a	DET
ajis02-1539	256	3	fair	fair	ADJ
ajis02-1539	256	4	comparison	comparison	NOUN
ajis02-1539	256	5	,	,	PUNCT
ajis02-1539	256	6	we	we	PRON
ajis02-1539	256	7	apply	apply	VERB
ajis02-1539	256	8	heuristic	heuristic	ADJ
ajis02-1539	256	9	approach	approach	NOUN
ajis02-1539	256	10	for	for	ADP
ajis02-1539	256	11	the	the	DET
ajis02-1539	256	12	rf+hc	rf+hc	PROPN
ajis02-1539	256	13	method	method	NOUN
ajis02-1539	256	14	to	to	PART
ajis02-1539	256	15	select	select	VERB
ajis02-1539	256	16	the	the	DET
ajis02-1539	256	17	same	same	ADJ
ajis02-1539	256	18	number	number	NOUN
ajis02-1539	256	19	of	of	ADP
ajis02-1539	256	20	top	top	ADV
ajis02-1539	256	21	-	-	PUNCT
ajis02-1539	256	22	ranked	rank	VERB
ajis02-1539	256	23	rules	rule	NOUN
ajis02-1539	256	24	(	(	PUNCT
ajis02-1539	256	25	in	in	ADP
ajis02-1539	256	26	terms	term	NOUN
ajis02-1539	256	27	of	of	ADP
ajis02-1539	256	28	rule	rule	NOUN
ajis02-1539	256	29	score	score	NOUN
ajis02-1539	256	30	)	)	PUNCT
ajis02-1539	256	31	as	as	SCONJ
ajis02-1539	256	32	extracted	extract	VERB
ajis02-1539	256	33	by	by	ADP
ajis02-1539	256	34	forex++	forex++	PROPN
ajis02-1539	256	35	.	.	PUNCT
ajis02-1539	257	1	for	for	ADP
ajis02-1539	257	2	example	example	NOUN
ajis02-1539	257	3	,	,	PUNCT
ajis02-1539	257	4	if	if	SCONJ
ajis02-1539	257	5	forex++	forex++	ADJ
ajis02-1539	257	6	extracts	extract	VERB
ajis02-1539	257	7	50	50	NUM
ajis02-1539	257	8	rules	rule	NOUN
ajis02-1539	257	9	,	,	PUNCT
ajis02-1539	257	10	we	we	PRON
ajis02-1539	257	11	select	select	VERB
ajis02-1539	257	12	the	the	DET
ajis02-1539	257	13	top	top	ADV
ajis02-1539	257	14	-	-	PUNCT
ajis02-1539	257	15	ranked	rank	VERB
ajis02-1539	257	16	50	50	NUM
ajis02-1539	257	17	rules	rule	NOUN
ajis02-1539	257	18	for	for	ADP
ajis02-1539	257	19	the	the	DET
ajis02-1539	257	20	rf+hc	rf+hc	NUM
ajis02-1539	257	21	method	method	NOUN
ajis02-1539	257	22	.	.	PUNCT
ajis02-1539	258	1	similarly	similarly	ADV
ajis02-1539	258	2	,	,	PUNCT
ajis02-1539	258	3	a	a	DET
ajis02-1539	258	4	20	20	NUM
ajis02-1539	258	5	-	-	PUNCT
ajis02-1539	258	6	tree	tree	NOUN
ajis02-1539	258	7	forest	forest	NOUN
ajis02-1539	258	8	pa	pa	PROPN
ajis02-1539	258	9	wobs	wobs	PROPN
ajis02-1539	258	10	generates	generate	VERB
ajis02-1539	258	11	as	as	ADV
ajis02-1539	258	12	many	many	ADJ
ajis02-1539	258	13	as	as	ADP
ajis02-1539	258	14	658	658	NUM
ajis02-1539	258	15	rules	rule	NOUN
ajis02-1539	258	16	from	from	ADP
ajis02-1539	258	17	oasis	oasis	NOUN
ajis02-1539	258	18	,	,	PUNCT
ajis02-1539	258	19	a	a	DET
ajis02-1539	258	20	cut	cut	NOUN
ajis02-1539	258	21	point	point	NOUN
ajis02-1539	258	22	with	with	ADP
ajis02-1539	258	23	accuracy	accuracy	NOUN
ajis02-1539	258	24	>	>	X
ajis02-1539	258	25	=	=	SYM
ajis02-1539	258	26	95	95	NUM
ajis02-1539	258	27	%	%	NOUN
ajis02-1539	258	28	amasses	amass	VERB
ajis02-1539	258	29	461	461	NUM
ajis02-1539	258	30	rules	rule	NOUN
ajis02-1539	258	31	from	from	ADP
ajis02-1539	258	32	them	they	PRON
ajis02-1539	258	33	,	,	PUNCT
ajis02-1539	258	34	whereas	whereas	SCONJ
ajis02-1539	258	35	forex++	forex++	ADJ
ajis02-1539	258	36	extracts	extract	NOUN
ajis02-1539	258	37	as	as	ADV
ajis02-1539	258	38	low	low	ADJ
ajis02-1539	258	39	as	as	ADP
ajis02-1539	258	40	55	55	NUM
ajis02-1539	258	41	rules	rule	NOUN
ajis02-1539	258	42	.	.	PUNCT
ajis02-1539	259	1	thus	thus	ADV
ajis02-1539	259	2	,	,	PUNCT
ajis02-1539	259	3	55	55	NUM
ajis02-1539	259	4	top	top	ADV
ajis02-1539	259	5	-	-	PUNCT
ajis02-1539	259	6	ranked	rank	VERB
ajis02-1539	259	7	rules	rule	NOUN
ajis02-1539	259	8	are	be	AUX
ajis02-1539	259	9	selected	select	VERB
ajis02-1539	259	10	for	for	ADP
ajis02-1539	259	11	the	the	DET
ajis02-1539	259	12	rf+hc	rf+hc	PROPN
ajis02-1539	259	13	method	method	NOUN
ajis02-1539	259	14	from	from	ADP
ajis02-1539	259	15	forest	forest	NOUN
ajis02-1539	259	16	pa	pa	PROPN
ajis02-1539	259	17	wobs	wobs	PROPN
ajis02-1539	259	18	.	.	PUNCT
ajis02-1539	260	1	though	though	SCONJ
ajis02-1539	260	2	smaller	small	ADJ
ajis02-1539	260	3	in	in	ADP
ajis02-1539	260	4	number	number	NOUN
ajis02-1539	260	5	,	,	PUNCT
ajis02-1539	260	6	it	it	PRON
ajis02-1539	260	7	is	be	AUX
ajis02-1539	260	8	difficult	difficult	ADJ
ajis02-1539	260	9	to	to	PART
ajis02-1539	260	10	accommodate	accommodate	VERB
ajis02-1539	260	11	every	every	DET
ajis02-1539	260	12	forex++	forex++	ADJ
ajis02-1539	260	13	and	and	CCONJ
ajis02-1539	260	14	rf+hc	rf+hc	NUM
ajis02-1539	260	15	rules	rule	NOUN
ajis02-1539	260	16	for	for	ADP
ajis02-1539	260	17	detailed	detailed	ADJ
ajis02-1539	260	18	comparison	comparison	NOUN
ajis02-1539	260	19	with	with	ADP
ajis02-1539	260	20	each	each	DET
ajis02-1539	260	21	other	other	ADJ
ajis02-1539	260	22	and	and	CCONJ
ajis02-1539	260	23	j48	j48	ADJ
ajis02-1539	260	24	rules	rule	NOUN
ajis02-1539	260	25	.	.	PUNCT
ajis02-1539	261	1	hence	hence	ADV
ajis02-1539	261	2	,	,	PUNCT
ajis02-1539	261	3	we	we	PRON
ajis02-1539	261	4	present	present	VERB
ajis02-1539	261	5	a	a	DET
ajis02-1539	261	6	brief	brief	ADJ
ajis02-1539	261	7	comparison	comparison	NOUN
ajis02-1539	261	8	among	among	ADP
ajis02-1539	261	9	them	they	PRON
ajis02-1539	261	10	in	in	ADP
ajis02-1539	261	11	table	table	NOUN
ajis02-1539	261	12	3	3	NUM
ajis02-1539	261	13	.	.	PUNCT
ajis02-1539	261	14	criteria	criterion	NOUN
ajis02-1539	261	15	j48	j48	PROPN
ajis02-1539	261	16	rules	rule	VERB
ajis02-1539	261	17	rs	rs	PROPN
ajis02-1539	261	18	forest	forest	PROPN
ajis02-1539	261	19	pa	pa	PROPN
ajis02-1539	261	20	wobs	wobs	PROPN
ajis02-1539	261	21	rf+hc	rf+hc	PROPN
ajis02-1539	261	22	rules	rule	VERB
ajis02-1539	261	23	forex++	forex++	ADJ
ajis02-1539	261	24	rules	rule	NOUN
ajis02-1539	261	25	rf+hc	rf+hc	PROPN
ajis02-1539	261	26	rules	rule	NOUN
ajis02-1539	261	27	forex++	forex++	ADJ
ajis02-1539	261	28	rules	rule	VERB
ajis02-1539	261	29	total	total	ADJ
ajis02-1539	261	30	rules	rule	NOUN
ajis02-1539	261	31	11	11	NUM
ajis02-1539	261	32	62	62	NUM
ajis02-1539	261	33	62	62	NUM
ajis02-1539	261	34	55	55	NUM
ajis02-1539	261	35	55	55	NUM
ajis02-1539	261	36	average	average	ADJ
ajis02-1539	261	37	accuracy	accuracy	NOUN
ajis02-1539	261	38	76.73	76.73	NUM
ajis02-1539	261	39	%	%	NOUN
ajis02-1539	261	40	95.24	95.24	NUM
ajis02-1539	261	41	%	%	NOUN
ajis02-1539	261	42	97.84	97.84	NUM
ajis02-1539	261	43	%	%	NOUN
ajis02-1539	261	44	92.28	92.28	NUM
ajis02-1539	261	45	%	%	NOUN
ajis02-1539	261	46	98.06	98.06	NUM
ajis02-1539	261	47	%	%	NOUN
ajis02-1539	261	48	average	average	ADJ
ajis02-1539	261	49	coverage	coverage	NOUN
ajis02-1539	261	50	9.09	9.09	NUM
ajis02-1539	261	51	%	%	NOUN
ajis02-1539	261	52	5.75	5.75	NUM
ajis02-1539	261	53	%	%	NOUN
ajis02-1539	261	54	7.10	7.10	NUM
ajis02-1539	261	55	%	%	NOUN
ajis02-1539	261	56	5.62	5.62	NUM
ajis02-1539	261	57	%	%	NOUN
ajis02-1539	261	58	5.50	5.50	NUM
ajis02-1539	261	59	%	%	NOUN
ajis02-1539	261	60	average	average	ADJ
ajis02-1539	261	61	rule	rule	NOUN
ajis02-1539	261	62	length	length	NOUN
ajis02-1539	261	63	3.36	3.36	NUM
ajis02-1539	261	64	4.52	4.52	NUM
ajis02-1539	261	65	3.98	3.98	NUM
ajis02-1539	261	66	4.62	4.62	NUM
ajis02-1539	261	67	4.27	4.27	NUM
ajis02-1539	261	68	distinct	distinct	ADJ
ajis02-1539	261	69	root	root	NOUN
ajis02-1539	261	70	nodes	node	NOUN
ajis02-1539	261	71	1	1	NUM
ajis02-1539	261	72	3	3	NUM
ajis02-1539	261	73	4	4	NUM
ajis02-1539	261	74	3	3	NUM
ajis02-1539	261	75	3	3	NUM
ajis02-1539	261	76	distinct	distinct	ADJ
ajis02-1539	261	77	class	class	NOUN
ajis02-1539	261	78	values	value	NOUN
ajis02-1539	261	79	2	2	NUM
ajis02-1539	261	80	2	2	NUM
ajis02-1539	261	81	3	3	NUM
ajis02-1539	261	82	2	2	NUM
ajis02-1539	261	83	3	3	NUM
ajis02-1539	261	84	table	table	NOUN
ajis02-1539	261	85	3	3	NUM
ajis02-1539	261	86	:	:	PUNCT
ajis02-1539	261	87	comparison	comparison	NOUN
ajis02-1539	261	88	among	among	ADP
ajis02-1539	261	89	j48	j48	PROPN
ajis02-1539	261	90	,	,	PUNCT
ajis02-1539	261	91	rf+hc	rf+hc	NUM
ajis02-1539	261	92	and	and	CCONJ
ajis02-1539	261	93	forex++	forex++	ADJ
ajis02-1539	261	94	rules	rule	NOUN
ajis02-1539	261	95	from	from	ADP
ajis02-1539	261	96	the	the	DET
ajis02-1539	261	97	oasis	oasis	NOUN
ajis02-1539	261	98	data	datum	NOUN
ajis02-1539	261	99	set	set	VERB
ajis02-1539	261	100	from	from	ADP
ajis02-1539	261	101	table	table	NOUN
ajis02-1539	261	102	3	3	NUM
ajis02-1539	261	103	,	,	PUNCT
ajis02-1539	261	104	we	we	PRON
ajis02-1539	261	105	see	see	VERB
ajis02-1539	261	106	that	that	SCONJ
ajis02-1539	261	107	j48	j48	PROPN
ajis02-1539	261	108	rules	rule	NOUN
ajis02-1539	261	109	have	have	VERB
ajis02-1539	261	110	more	more	ADJ
ajis02-1539	261	111	average	average	ADJ
ajis02-1539	261	112	cov	cov	NOUN
ajis02-1539	261	113	than	than	ADP
ajis02-1539	261	114	rf+hc	rf+hc	ADV
ajis02-1539	261	115	and	and	CCONJ
ajis02-1539	261	116	forex++	forex++	ADJ
ajis02-1539	261	117	rules	rule	NOUN
ajis02-1539	261	118	and	and	CCONJ
ajis02-1539	261	119	this	this	PRON
ajis02-1539	261	120	is	be	AUX
ajis02-1539	261	121	due	due	ADJ
ajis02-1539	261	122	to	to	ADP
ajis02-1539	261	123	a	a	DET
ajis02-1539	261	124	low	low	ADJ
ajis02-1539	261	125	number	number	NOUN
ajis02-1539	261	126	of	of	ADP
ajis02-1539	261	127	rules	rule	NOUN
ajis02-1539	261	128	(	(	PUNCT
ajis02-1539	261	129	11	11	NUM
ajis02-1539	261	130	)	)	PUNCT
ajis02-1539	261	131	generated	generate	VERB
ajis02-1539	261	132	by	by	ADP
ajis02-1539	261	133	the	the	DET
ajis02-1539	261	134	j48	j48	PROPN
ajis02-1539	261	135	tree	tree	NOUN
ajis02-1539	261	136	from	from	ADP
ajis02-1539	261	137	oasis	oasis	NOUN
ajis02-1539	261	138	.	.	PUNCT
ajis02-1539	262	1	however	however	ADV
ajis02-1539	262	2	,	,	PUNCT
ajis02-1539	262	3	australasian	australasian	ADJ
ajis02-1539	262	4	journal	journal	NOUN
ajis02-1539	262	5	of	of	ADP
ajis02-1539	262	6	information	information	NOUN
ajis02-1539	262	7	systems	systems	PROPN
ajis02-1539	262	8	adnan	adnan	PROPN
ajis02-1539	262	9	&	&	CCONJ
ajis02-1539	262	10	islam	islam	PROPN
ajis02-1539	262	11	2017	2017	NUM
ajis02-1539	262	12	,	,	PUNCT
ajis02-1539	262	13	vol	vol	NOUN
ajis02-1539	262	14	21	21	NUM
ajis02-1539	262	15	,	,	PUNCT
ajis02-1539	262	16	selected	select	VERB
ajis02-1539	262	17	papers	paper	NOUN
ajis02-1539	262	18	from	from	ADP
ajis02-1539	262	19	ausdm	ausdm	PROPN
ajis02-1539	262	20	forex++	forex++	ADJ
ajis02-1539	262	21	:	:	PUNCT
ajis02-1539	262	22	knowledge	knowledge	NOUN
ajis02-1539	262	23	discovery	discovery	NOUN
ajis02-1539	262	24	from	from	ADP
ajis02-1539	262	25	decision	decision	NOUN
ajis02-1539	262	26	forests	forest	NOUN
ajis02-1539	262	27	12	12	NUM
ajis02-1539	262	28	average	average	ADJ
ajis02-1539	262	29	acc	acc	PROPN
ajis02-1539	262	30	of	of	ADP
ajis02-1539	262	31	j48	j48	PROPN
ajis02-1539	262	32	rules	rule	NOUN
ajis02-1539	262	33	is	be	AUX
ajis02-1539	262	34	significantly	significantly	ADV
ajis02-1539	262	35	lower	low	ADJ
ajis02-1539	262	36	than	than	ADP
ajis02-1539	262	37	that	that	PRON
ajis02-1539	262	38	of	of	ADP
ajis02-1539	262	39	rf+hc	rf+hc	NUM
ajis02-1539	262	40	and	and	CCONJ
ajis02-1539	262	41	forex++	forex++	ADJ
ajis02-1539	262	42	rules	rule	NOUN
ajis02-1539	262	43	.	.	PUNCT
ajis02-1539	263	1	besides	besides	SCONJ
ajis02-1539	263	2	,	,	PUNCT
ajis02-1539	263	3	all	all	DET
ajis02-1539	263	4	j48	j48	PROPN
ajis02-1539	263	5	rules	rule	NOUN
ajis02-1539	263	6	start	start	VERB
ajis02-1539	263	7	with	with	ADP
ajis02-1539	263	8	the	the	DET
ajis02-1539	263	9	same	same	ADJ
ajis02-1539	263	10	attribute	attribute	NOUN
ajis02-1539	263	11	(	(	PUNCT
ajis02-1539	263	12	mmse	mmse	ADJ
ajis02-1539	263	13	)	)	PUNCT
ajis02-1539	263	14	and	and	CCONJ
ajis02-1539	263	15	this	this	PRON
ajis02-1539	263	16	may	may	AUX
ajis02-1539	263	17	restrict	restrict	VERB
ajis02-1539	263	18	their	their	PRON
ajis02-1539	263	19	ability	ability	NOUN
ajis02-1539	263	20	to	to	PART
ajis02-1539	263	21	explore	explore	VERB
ajis02-1539	263	22	different	different	ADJ
ajis02-1539	263	23	angles	angle	NOUN
ajis02-1539	263	24	for	for	ADP
ajis02-1539	263	25	knowledge	knowledge	NOUN
ajis02-1539	263	26	discovery	discovery	NOUN
ajis02-1539	263	27	.	.	PUNCT
ajis02-1539	264	1	furthermore	furthermore	ADV
ajis02-1539	264	2	,	,	PUNCT
ajis02-1539	264	3	none	none	NOUN
ajis02-1539	264	4	of	of	ADP
ajis02-1539	264	5	these	these	DET
ajis02-1539	264	6	j48	j48	PROPN
ajis02-1539	264	7	rules	rule	NOUN
ajis02-1539	264	8	have	have	VERB
ajis02-1539	264	9	consequent	consequent	NOUN
ajis02-1539	264	10	with	with	ADP
ajis02-1539	264	11	the	the	DET
ajis02-1539	264	12	“	"	PUNCT
ajis02-1539	264	13	converted	converted	ADJ
ajis02-1539	264	14	”	"	PUNCT
ajis02-1539	264	15	class	class	NOUN
ajis02-1539	264	16	value	value	NOUN
ajis02-1539	264	17	(	(	PUNCT
ajis02-1539	264	18	a	a	DET
ajis02-1539	264	19	minority	minority	NOUN
ajis02-1539	264	20	class	class	NOUN
ajis02-1539	264	21	in	in	ADP
ajis02-1539	264	22	oasis	oasis	NOUN
ajis02-1539	264	23	)	)	PUNCT
ajis02-1539	264	24	and	and	CCONJ
ajis02-1539	264	25	thus	thus	ADV
ajis02-1539	264	26	provide	provide	VERB
ajis02-1539	264	27	no	no	DET
ajis02-1539	264	28	knowledge	knowledge	NOUN
ajis02-1539	264	29	about	about	ADP
ajis02-1539	264	30	those	those	DET
ajis02-1539	264	31	patients	patient	NOUN
ajis02-1539	264	32	who	who	PRON
ajis02-1539	264	33	developed	develop	VERB
ajis02-1539	264	34	dementia	dementia	NOUN
ajis02-1539	264	35	during	during	ADP
ajis02-1539	264	36	the	the	DET
ajis02-1539	264	37	period	period	NOUN
ajis02-1539	264	38	of	of	ADP
ajis02-1539	264	39	the	the	DET
ajis02-1539	264	40	data	datum	NOUN
ajis02-1539	264	41	collection	collection	NOUN
ajis02-1539	264	42	.	.	PUNCT
ajis02-1539	265	1	rf+hc	rf+hc	X
ajis02-1539	265	2	rules	rule	NOUN
ajis02-1539	265	3	offer	offer	VERB
ajis02-1539	265	4	a	a	DET
ajis02-1539	265	5	major	major	ADJ
ajis02-1539	265	6	improvement	improvement	NOUN
ajis02-1539	265	7	over	over	ADP
ajis02-1539	265	8	j48	j48	PROPN
ajis02-1539	265	9	rules	rule	NOUN
ajis02-1539	265	10	in	in	ADP
ajis02-1539	265	11	terms	term	NOUN
ajis02-1539	265	12	of	of	ADP
ajis02-1539	265	13	average	average	ADJ
ajis02-1539	265	14	acc	acc	PROPN
ajis02-1539	265	15	with	with	ADP
ajis02-1539	265	16	competitive	competitive	ADJ
ajis02-1539	265	17	average	average	ADJ
ajis02-1539	265	18	cov	cov	NOUN
ajis02-1539	265	19	for	for	ADP
ajis02-1539	265	20	both	both	DET
ajis02-1539	265	21	decision	decision	NOUN
ajis02-1539	265	22	forests	forest	NOUN
ajis02-1539	265	23	.	.	PUNCT
ajis02-1539	266	1	also	also	ADV
ajis02-1539	266	2	,	,	PUNCT
ajis02-1539	266	3	a	a	DET
ajis02-1539	266	4	number	number	NOUN
ajis02-1539	266	5	of	of	ADP
ajis02-1539	266	6	different	different	ADJ
ajis02-1539	266	7	root	root	NOUN
ajis02-1539	266	8	attributes	attribute	NOUN
ajis02-1539	266	9	(	(	PUNCT
ajis02-1539	266	10	3	3	NUM
ajis02-1539	266	11	)	)	PUNCT
ajis02-1539	266	12	are	be	AUX
ajis02-1539	266	13	present	present	ADJ
ajis02-1539	266	14	in	in	ADP
ajis02-1539	266	15	rf+hc	rf+hc	PROPN
ajis02-1539	266	16	rules	rule	NOUN
ajis02-1539	266	17	to	to	PART
ajis02-1539	266	18	facilitate	facilitate	VERB
ajis02-1539	266	19	broader	broad	ADJ
ajis02-1539	266	20	knowledge	knowledge	NOUN
ajis02-1539	266	21	discovery	discovery	NOUN
ajis02-1539	266	22	.	.	PUNCT
ajis02-1539	267	1	however	however	ADV
ajis02-1539	267	2	,	,	PUNCT
ajis02-1539	267	3	similar	similar	ADJ
ajis02-1539	267	4	to	to	ADP
ajis02-1539	267	5	j48	j48	PROPN
ajis02-1539	267	6	rules	rule	NOUN
ajis02-1539	267	7	,	,	PUNCT
ajis02-1539	267	8	none	none	NOUN
ajis02-1539	267	9	of	of	ADP
ajis02-1539	267	10	the	the	DET
ajis02-1539	267	11	rf+hc	rf+hc	PROPN
ajis02-1539	267	12	rules	rule	NOUN
ajis02-1539	267	13	have	have	VERB
ajis02-1539	267	14	consequent	consequent	NOUN
ajis02-1539	267	15	with	with	ADP
ajis02-1539	267	16	the	the	DET
ajis02-1539	267	17	“	"	PUNCT
ajis02-1539	267	18	converted	converted	ADJ
ajis02-1539	267	19	”	"	PUNCT
ajis02-1539	267	20	class	class	NOUN
ajis02-1539	267	21	value	value	NOUN
ajis02-1539	267	22	.	.	PUNCT
ajis02-1539	268	1	on	on	ADP
ajis02-1539	268	2	the	the	DET
ajis02-1539	268	3	other	other	ADJ
ajis02-1539	268	4	hand	hand	NOUN
ajis02-1539	268	5	,	,	PUNCT
ajis02-1539	268	6	forex++	forex++	ADJ
ajis02-1539	268	7	rules	rule	NOUN
ajis02-1539	268	8	have	have	VERB
ajis02-1539	268	9	the	the	DET
ajis02-1539	268	10	highest	high	ADJ
ajis02-1539	268	11	average	average	ADJ
ajis02-1539	268	12	acc	acc	NOUN
ajis02-1539	268	13	with	with	ADP
ajis02-1539	268	14	competitive	competitive	ADJ
ajis02-1539	268	15	average	average	ADJ
ajis02-1539	268	16	cov	cov	NOUN
ajis02-1539	268	17	for	for	ADP
ajis02-1539	268	18	both	both	DET
ajis02-1539	268	19	decision	decision	NOUN
ajis02-1539	268	20	forests	forest	NOUN
ajis02-1539	268	21	and	and	CCONJ
ajis02-1539	268	22	they	they	PRON
ajis02-1539	268	23	outperform	outperform	VERB
ajis02-1539	268	24	rf+hc	rf+hc	CCONJ
ajis02-1539	268	25	rules	rule	NOUN
ajis02-1539	268	26	in	in	ADP
ajis02-1539	268	27	every	every	DET
ajis02-1539	268	28	criteria	criterion	NOUN
ajis02-1539	268	29	with	with	ADP
ajis02-1539	268	30	better	well	ADJ
ajis02-1539	268	31	average	average	ADJ
ajis02-1539	268	32	acc	acc	PROPN
ajis02-1539	268	33	,	,	PUNCT
ajis02-1539	268	34	average	average	ADJ
ajis02-1539	268	35	cov	cov	NOUN
ajis02-1539	268	36	(	(	PUNCT
ajis02-1539	268	37	for	for	ADP
ajis02-1539	268	38	one	one	NUM
ajis02-1539	268	39	out	out	ADP
ajis02-1539	268	40	of	of	ADP
ajis02-1539	268	41	two	two	NUM
ajis02-1539	268	42	decision	decision	NOUN
ajis02-1539	268	43	forests	forest	NOUN
ajis02-1539	268	44	)	)	PUNCT
ajis02-1539	268	45	,	,	PUNCT
ajis02-1539	268	46	average	average	ADJ
ajis02-1539	268	47	len	len	ADJ
ajis02-1539	268	48	,	,	PUNCT
ajis02-1539	268	49	distinct	distinct	ADJ
ajis02-1539	268	50	root	root	NOUN
ajis02-1539	268	51	nodes	node	NOUN
ajis02-1539	268	52	and	and	CCONJ
ajis02-1539	268	53	distinct	distinct	ADJ
ajis02-1539	268	54	class	class	NOUN
ajis02-1539	268	55	values	value	NOUN
ajis02-1539	268	56	.	.	PUNCT
ajis02-1539	269	1	more	more	ADV
ajis02-1539	269	2	importantly	importantly	ADV
ajis02-1539	269	3	,	,	PUNCT
ajis02-1539	269	4	forex++	forex++	ADJ
ajis02-1539	269	5	rules	rule	NOUN
ajis02-1539	269	6	can	can	AUX
ajis02-1539	269	7	accommodate	accommodate	VERB
ajis02-1539	269	8	consequent	consequent	NOUN
ajis02-1539	269	9	with	with	ADP
ajis02-1539	269	10	the	the	DET
ajis02-1539	269	11	“	"	PUNCT
ajis02-1539	269	12	converted	converted	ADJ
ajis02-1539	269	13	”	"	PUNCT
ajis02-1539	269	14	class	class	NOUN
ajis02-1539	269	15	value	value	NOUN
ajis02-1539	269	16	.	.	PUNCT
ajis02-1539	270	1	as	as	SCONJ
ajis02-1539	270	2	forex++rules	forex++rule	NOUN
ajis02-1539	270	3	from	from	ADP
ajis02-1539	270	4	forest	forest	NOUN
ajis02-1539	270	5	pa	pa	PROPN
ajis02-1539	270	6	wobs	wobs	PROPN
ajis02-1539	270	7	are	be	AUX
ajis02-1539	270	8	found	find	VERB
ajis02-1539	270	9	to	to	PART
ajis02-1539	270	10	be	be	AUX
ajis02-1539	270	11	the	the	PRON
ajis02-1539	270	12	most	most	ADV
ajis02-1539	270	13	accurate	accurate	ADJ
ajis02-1539	270	14	(	(	PUNCT
ajis02-1539	270	15	see	see	VERB
ajis02-1539	270	16	table	table	NOUN
ajis02-1539	270	17	3	3	NUM
ajis02-1539	270	18	)	)	PUNCT
ajis02-1539	270	19	,	,	PUNCT
ajis02-1539	270	20	we	we	PRON
ajis02-1539	270	21	intend	intend	VERB
ajis02-1539	270	22	to	to	PART
ajis02-1539	270	23	go	go	VERB
ajis02-1539	270	24	deeper	deeply	ADV
ajis02-1539	270	25	into	into	ADP
ajis02-1539	270	26	those	those	DET
ajis02-1539	270	27	rules	rule	NOUN
ajis02-1539	270	28	in	in	ADP
ajis02-1539	270	29	order	order	NOUN
ajis02-1539	270	30	to	to	PART
ajis02-1539	270	31	discuss	discuss	VERB
ajis02-1539	270	32	some	some	PRON
ajis02-1539	270	33	of	of	ADP
ajis02-1539	270	34	the	the	DET
ajis02-1539	270	35	interesting	interesting	ADJ
ajis02-1539	270	36	trends	trend	NOUN
ajis02-1539	270	37	that	that	PRON
ajis02-1539	270	38	exist	exist	VERB
ajis02-1539	270	39	in	in	ADP
ajis02-1539	270	40	them	they	PRON
ajis02-1539	270	41	as	as	SCONJ
ajis02-1539	270	42	follows	follow	VERB
ajis02-1539	270	43	.	.	PUNCT
ajis02-1539	271	1	trend	trend	NOUN
ajis02-1539	271	2	1	1	NUM
ajis02-1539	271	3	:	:	PUNCT
ajis02-1539	271	4	we	we	PRON
ajis02-1539	271	5	know	know	VERB
ajis02-1539	271	6	,	,	PUNCT
ajis02-1539	271	7	lower	low	ADJ
ajis02-1539	271	8	the	the	DET
ajis02-1539	271	9	mini	mini	ADJ
ajis02-1539	271	10	-	-	ADJ
ajis02-1539	271	11	mental	mental	ADJ
ajis02-1539	271	12	state	state	NOUN
ajis02-1539	271	13	examination	examination	NOUN
ajis02-1539	271	14	(	(	PUNCT
ajis02-1539	271	15	mmse	mmse	ADJ
ajis02-1539	271	16	)	)	PUNCT
ajis02-1539	271	17	value	value	NOUN
ajis02-1539	271	18	,	,	PUNCT
ajis02-1539	271	19	higher	high	ADJ
ajis02-1539	271	20	the	the	DET
ajis02-1539	271	21	chance	chance	NOUN
ajis02-1539	271	22	of	of	ADP
ajis02-1539	271	23	dementia	dementia	NOUN
ajis02-1539	271	24	.	.	PUNCT
ajis02-1539	272	1	forex++	forex++	ADJ
ajis02-1539	272	2	rules	rule	NOUN
ajis02-1539	272	3	show	show	VERB
ajis02-1539	272	4	us	we	PRON
ajis02-1539	272	5	that	that	SCONJ
ajis02-1539	272	6	the	the	DET
ajis02-1539	272	7	impact	impact	NOUN
ajis02-1539	272	8	of	of	ADP
ajis02-1539	272	9	mmse	mmse	NOUN
ajis02-1539	272	10	on	on	ADP
ajis02-1539	272	11	dementia	dementia	NOUN
ajis02-1539	272	12	can	can	AUX
ajis02-1539	272	13	be	be	AUX
ajis02-1539	272	14	influenced	influence	VERB
ajis02-1539	272	15	by	by	ADP
ajis02-1539	272	16	other	other	ADJ
ajis02-1539	272	17	attributes	attribute	NOUN
ajis02-1539	272	18	.	.	PUNCT
ajis02-1539	273	1	for	for	ADP
ajis02-1539	273	2	instance	instance	NOUN
ajis02-1539	273	3	,	,	PUNCT
ajis02-1539	273	4	when	when	SCONJ
ajis02-1539	273	5	mmse	mmse	ADJ
ajis02-1539	273	6	<	<	X
ajis02-1539	273	7	=	=	PROPN
ajis02-1539	273	8	26	26	NUM
ajis02-1539	273	9	,	,	PUNCT
ajis02-1539	273	10	94	94	NUM
ajis02-1539	273	11	%	%	NOUN
ajis02-1539	273	12	of	of	ADP
ajis02-1539	273	13	the	the	DET
ajis02-1539	273	14	patients	patient	NOUN
ajis02-1539	273	15	are	be	AUX
ajis02-1539	273	16	found	find	VERB
ajis02-1539	273	17	to	to	PART
ajis02-1539	273	18	be	be	AUX
ajis02-1539	273	19	demented	demented	ADJ
ajis02-1539	273	20	(	(	PUNCT
ajis02-1539	273	21	rule	rule	NOUN
ajis02-1539	273	22	acc	acc	PROPN
ajis02-1539	273	23	:	:	PUNCT
ajis02-1539	273	24	94	94	NUM
ajis02-1539	273	25	%	%	NOUN
ajis02-1539	273	26	,	,	PUNCT
ajis02-1539	273	27	cov	cov	NOUN
ajis02-1539	273	28	:	:	PUNCT
ajis02-1539	273	29	23	23	NUM
ajis02-1539	273	30	%	%	NOUN
ajis02-1539	273	31	)	)	PUNCT
ajis02-1539	273	32	.	.	PUNCT
ajis02-1539	274	1	when	when	SCONJ
ajis02-1539	274	2	nwbv	nwbv	PROPN
ajis02-1539	274	3	is	be	AUX
ajis02-1539	274	4	considered	consider	VERB
ajis02-1539	274	5	with	with	ADP
ajis02-1539	274	6	mmse	mmse	PROPN
ajis02-1539	274	7	(	(	PUNCT
ajis02-1539	274	8	mmse	mmse	NOUN
ajis02-1539	274	9	<	<	X
ajis02-1539	274	10	=	=	SYM
ajis02-1539	274	11	26	26	NUM
ajis02-1539	274	12	and	and	CCONJ
ajis02-1539	274	13	nwbv	nwbv	X
ajis02-1539	274	14	<	<	X
ajis02-1539	274	15	=	=	NOUN
ajis02-1539	274	16	0.75	0.75	NUM
ajis02-1539	274	17	)	)	PUNCT
ajis02-1539	274	18	,	,	PUNCT
ajis02-1539	274	19	acc	acc	PROPN
ajis02-1539	274	20	increases	increase	VERB
ajis02-1539	274	21	to	to	ADP
ajis02-1539	274	22	97	97	NUM
ajis02-1539	274	23	%	%	NOUN
ajis02-1539	274	24	with	with	ADP
ajis02-1539	274	25	21	21	NUM
ajis02-1539	274	26	%	%	NOUN
ajis02-1539	274	27	cov	cov	NOUN
ajis02-1539	274	28	.	.	PUNCT
ajis02-1539	275	1	similarly	similarly	ADV
ajis02-1539	275	2	,	,	PUNCT
ajis02-1539	275	3	“	"	PUNCT
ajis02-1539	275	4	if	if	SCONJ
ajis02-1539	275	5	ses	se	NOUN
ajis02-1539	275	6	=	=	SYM
ajis02-1539	275	7	2	2	NUM
ajis02-1539	275	8	and	and	CCONJ
ajis02-1539	275	9	educ	educ	VERB
ajis02-1539	275	10	>	>	X
ajis02-1539	275	11	12	12	NUM
ajis02-1539	275	12	and	and	CCONJ
ajis02-1539	275	13	mmse	mmse	ADJ
ajis02-1539	275	14	<	<	X
ajis02-1539	275	15	=	=	SYM
ajis02-1539	275	16	26	26	NUM
ajis02-1539	275	17	then	then	ADV
ajis02-1539	275	18	demented	demented	ADJ
ajis02-1539	275	19	(	(	PUNCT
ajis02-1539	275	20	acc	acc	PROPN
ajis02-1539	275	21	:	:	PUNCT
ajis02-1539	275	22	100	100	NUM
ajis02-1539	275	23	%	%	NOUN
ajis02-1539	275	24	,	,	PUNCT
ajis02-1539	275	25	cov	cov	NOUN
ajis02-1539	275	26	:	:	PUNCT
ajis02-1539	275	27	3	3	NUM
ajis02-1539	275	28	%	%	NOUN
ajis02-1539	275	29	)	)	PUNCT
ajis02-1539	275	30	”	"	PUNCT
ajis02-1539	275	31	.	.	PUNCT
ajis02-1539	276	1	besides	besides	SCONJ
ajis02-1539	276	2	,	,	PUNCT
ajis02-1539	276	3	forex++	forex++	ADJ
ajis02-1539	276	4	nets	net	VERB
ajis02-1539	276	5	an	an	DET
ajis02-1539	276	6	interesting	interesting	ADJ
ajis02-1539	276	7	rule	rule	NOUN
ajis02-1539	276	8	with	with	ADP
ajis02-1539	276	9	mmse	mmse	PROPN
ajis02-1539	276	10	>	>	X
ajis02-1539	276	11	27	27	NUM
ajis02-1539	276	12	but	but	CCONJ
ajis02-1539	276	13	having	have	VERB
ajis02-1539	276	14	consequent	consequent	ADJ
ajis02-1539	276	15	“	"	PUNCT
ajis02-1539	276	16	demented	demented	ADJ
ajis02-1539	276	17	”	"	PUNCT
ajis02-1539	276	18	.	.	PUNCT
ajis02-1539	277	1	the	the	DET
ajis02-1539	277	2	rule	rule	NOUN
ajis02-1539	277	3	is	be	AUX
ajis02-1539	277	4	presented	present	VERB
ajis02-1539	277	5	as	as	SCONJ
ajis02-1539	277	6	follows	follow	VERB
ajis02-1539	277	7	.	.	PUNCT
ajis02-1539	278	1			X
ajis02-1539	279	1	if	if	SCONJ
ajis02-1539	279	2	mmse	mmse	PROPN
ajis02-1539	279	3	>	>	X
ajis02-1539	279	4	27	27	NUM
ajis02-1539	279	5	and	and	CCONJ
ajis02-1539	279	6	gender	gender	NOUN
ajis02-1539	279	7	=	=	SYM
ajis02-1539	279	8	m	m	NOUN
ajis02-1539	279	9	and	and	CCONJ
ajis02-1539	279	10	educ	educ	VERB
ajis02-1539	279	11	<	<	NOUN
ajis02-1539	279	12	=	=	X
ajis02-1539	279	13	15	15	NUM
ajis02-1539	279	14	and	and	CCONJ
ajis02-1539	279	15	age	age	NOUN
ajis02-1539	279	16	>	>	X
ajis02-1539	279	17	74	74	NUM
ajis02-1539	279	18	and	and	CCONJ
ajis02-1539	279	19	etiv	etiv	PRON
ajis02-1539	279	20	<	<	X
ajis02-1539	279	21	=	=	X
ajis02-1539	279	22	1498.9	1498.9	NUM
ajis02-1539	280	1	then	then	ADV
ajis02-1539	280	2	d	d	X
ajis02-1539	280	3	(	(	PUNCT
ajis02-1539	280	4	rule	rule	PROPN
ajis02-1539	280	5	acc	acc	PROPN
ajis02-1539	280	6	:	:	PUNCT
ajis02-1539	280	7	100	100	NUM
ajis02-1539	280	8	%	%	NOUN
ajis02-1539	280	9	,	,	PUNCT
ajis02-1539	280	10	cov	cov	NOUN
ajis02-1539	280	11	:	:	PUNCT
ajis02-1539	280	12	2	2	NUM
ajis02-1539	280	13	%	%	NOUN
ajis02-1539	280	14	)	)	PUNCT
ajis02-1539	280	15	.	.	PUNCT
ajis02-1539	281	1	based	base	VERB
ajis02-1539	281	2	on	on	ADP
ajis02-1539	281	3	the	the	DET
ajis02-1539	281	4	interesting	interesting	ADJ
ajis02-1539	281	5	rule	rule	NOUN
ajis02-1539	281	6	,	,	PUNCT
ajis02-1539	281	7	we	we	PRON
ajis02-1539	281	8	now	now	ADV
ajis02-1539	281	9	explore	explore	VERB
ajis02-1539	281	10	the	the	DET
ajis02-1539	281	11	oasis	oasis	NOUN
ajis02-1539	281	12	data	datum	NOUN
ajis02-1539	281	13	set	set	VERB
ajis02-1539	281	14	using	use	VERB
ajis02-1539	281	15	sql	sql	NOUN
ajis02-1539	281	16	in	in	ADP
ajis02-1539	281	17	order	order	NOUN
ajis02-1539	281	18	to	to	PART
ajis02-1539	281	19	find	find	VERB
ajis02-1539	281	20	some	some	DET
ajis02-1539	281	21	contra	contra	NOUN
ajis02-1539	281	22	(	(	PUNCT
ajis02-1539	281	23	adjacent	adjacent	ADJ
ajis02-1539	281	24	)	)	PUNCT
ajis02-1539	281	25	rules	rule	NOUN
ajis02-1539	281	26	.	.	PUNCT
ajis02-1539	282	1	the	the	DET
ajis02-1539	282	2	attributes	attribute	NOUN
ajis02-1539	282	3	in	in	ADP
ajis02-1539	282	4	the	the	DET
ajis02-1539	282	5	antecedent	antecedent	NOUN
ajis02-1539	282	6	of	of	ADP
ajis02-1539	282	7	a	a	DET
ajis02-1539	282	8	contra	contra	PROPN
ajis02-1539	282	9	rule	rule	NOUN
ajis02-1539	282	10	remains	remain	VERB
ajis02-1539	282	11	the	the	DET
ajis02-1539	282	12	same	same	ADJ
ajis02-1539	282	13	as	as	SCONJ
ajis02-1539	282	14	the	the	DET
ajis02-1539	282	15	original	original	ADJ
ajis02-1539	282	16	rule	rule	NOUN
ajis02-1539	282	17	except	except	SCONJ
ajis02-1539	282	18	some	some	PRON
ajis02-1539	282	19	of	of	ADP
ajis02-1539	282	20	the	the	DET
ajis02-1539	282	21	conditions	condition	NOUN
ajis02-1539	282	22	are	be	AUX
ajis02-1539	282	23	flipped	flip	VERB
ajis02-1539	282	24	.	.	PUNCT
ajis02-1539	283	1	some	some	PRON
ajis02-1539	283	2	of	of	ADP
ajis02-1539	283	3	the	the	DET
ajis02-1539	283	4	contra	contra	PROPN
ajis02-1539	283	5	rules	rule	NOUN
ajis02-1539	283	6	of	of	ADP
ajis02-1539	283	7	the	the	DET
ajis02-1539	283	8	interesting	interesting	ADJ
ajis02-1539	283	9	rule	rule	NOUN
ajis02-1539	283	10	are	be	AUX
ajis02-1539	283	11	presented	present	VERB
ajis02-1539	283	12	in	in	ADP
ajis02-1539	283	13	table	table	NOUN
ajis02-1539	283	14	4	4	NUM
ajis02-1539	283	15	(	(	PUNCT
ajis02-1539	283	16	flipped	flip	VERB
ajis02-1539	283	17	conditions	condition	NOUN
ajis02-1539	283	18	are	be	AUX
ajis02-1539	283	19	shown	show	VERB
ajis02-1539	283	20	in	in	ADP
ajis02-1539	283	21	bold+italic	bold+italic	PROPN
ajis02-1539	283	22	)	)	PUNCT
ajis02-1539	283	23	.	.	PUNCT
ajis02-1539	284	1	ante	ante	PROPN
ajis02-1539	284	2	cons	con	NOUN
ajis02-1539	284	3	acc	acc	PROPN
ajis02-1539	284	4	cov	cov	PROPN
ajis02-1539	284	5	if	if	SCONJ
ajis02-1539	284	6	mmse	mmse	PROPN
ajis02-1539	284	7	>	>	X
ajis02-1539	284	8	27	27	NUM
ajis02-1539	284	9	and	and	CCONJ
ajis02-1539	284	10	gender	gender	NOUN
ajis02-1539	284	11	=	=	SYM
ajis02-1539	284	12	f	f	PROPN
ajis02-1539	284	13	and	and	CCONJ
ajis02-1539	284	14	educ	educ	VERB
ajis02-1539	284	15	<	<	NOUN
ajis02-1539	284	16	=	=	X
ajis02-1539	284	17	15	15	NUM
ajis02-1539	284	18	and	and	CCONJ
ajis02-1539	284	19	age	age	NOUN
ajis02-1539	284	20	>	>	X
ajis02-1539	284	21	74	74	NUM
ajis02-1539	284	22	and	and	CCONJ
ajis02-1539	284	23	etiv	etiv	PRON
ajis02-1539	284	24	<	<	X
ajis02-1539	284	25	=	=	X
ajis02-1539	284	26	1498.9	1498.9	NUM
ajis02-1539	284	27	nd	nd	NUM
ajis02-1539	284	28	73	73	NUM
ajis02-1539	284	29	%	%	NOUN
ajis02-1539	284	30	11	11	NUM
ajis02-1539	284	31	%	%	NOUN
ajis02-1539	284	32	if	if	SCONJ
ajis02-1539	284	33	mmse	mmse	PROPN
ajis02-1539	284	34	>	>	X
ajis02-1539	284	35	27	27	NUM
ajis02-1539	284	36	and	and	CCONJ
ajis02-1539	284	37	gender	gender	NOUN
ajis02-1539	284	38	=	=	SYM
ajis02-1539	284	39	f	f	PROPN
ajis02-1539	284	40	and	and	CCONJ
ajis02-1539	284	41	educ	educ	VERB
ajis02-1539	284	42	>	>	X
ajis02-1539	284	43	15	15	NUM
ajis02-1539	284	44	and	and	CCONJ
ajis02-1539	284	45	age	age	NOUN
ajis02-1539	284	46	>	>	X
ajis02-1539	284	47	74	74	NUM
ajis02-1539	284	48	and	and	CCONJ
ajis02-1539	284	49	etiv	etiv	PRON
ajis02-1539	284	50	<	<	X
ajis02-1539	284	51	=	=	X
ajis02-1539	284	52	1498.9	1498.9	NUM
ajis02-1539	284	53	nd	nd	NUM
ajis02-1539	284	54	91	91	NUM
ajis02-1539	284	55	%	%	NOUN
ajis02-1539	284	56	9	9	NUM
ajis02-1539	284	57	%	%	NOUN
ajis02-1539	284	58	table	table	NOUN
ajis02-1539	284	59	4	4	NUM
ajis02-1539	284	60	:	:	PUNCT
ajis02-1539	284	61	some	some	PRON
ajis02-1539	284	62	of	of	ADP
ajis02-1539	284	63	the	the	DET
ajis02-1539	284	64	contra	contra	PROPN
ajis02-1539	284	65	rules	rule	NOUN
ajis02-1539	284	66	from	from	ADP
ajis02-1539	284	67	the	the	DET
ajis02-1539	284	68	top	top	ADJ
ajis02-1539	284	69	rule	rule	NOUN
ajis02-1539	284	70	of	of	ADP
ajis02-1539	284	71	table	table	NOUN
ajis02-1539	284	72	4	4	NUM
ajis02-1539	284	73	we	we	PRON
ajis02-1539	284	74	see	see	VERB
ajis02-1539	284	75	that	that	SCONJ
ajis02-1539	284	76	when	when	SCONJ
ajis02-1539	284	77	gender	gender	NOUN
ajis02-1539	284	78	=	=	SYM
ajis02-1539	284	79	f	f	PROPN
ajis02-1539	284	80	(	(	PUNCT
ajis02-1539	284	81	instead	instead	ADV
ajis02-1539	284	82	of	of	ADP
ajis02-1539	284	83	m	m	NOUN
ajis02-1539	284	84	)	)	PUNCT
ajis02-1539	284	85	,	,	PUNCT
ajis02-1539	284	86	patients	patient	NOUN
ajis02-1539	284	87	are	be	AUX
ajis02-1539	284	88	not	not	PART
ajis02-1539	284	89	demented	demented	ADJ
ajis02-1539	284	90	.	.	PUNCT
ajis02-1539	285	1	this	this	PRON
ajis02-1539	285	2	implies	imply	VERB
ajis02-1539	285	3	that	that	SCONJ
ajis02-1539	285	4	females	female	NOUN
ajis02-1539	285	5	are	be	AUX
ajis02-1539	285	6	less	less	ADV
ajis02-1539	285	7	prone	prone	ADJ
ajis02-1539	285	8	to	to	ADP
ajis02-1539	285	9	dementia	dementia	NOUN
ajis02-1539	285	10	than	than	ADP
ajis02-1539	285	11	their	their	PRON
ajis02-1539	285	12	male	male	ADJ
ajis02-1539	285	13	counterparts	counterpart	NOUN
ajis02-1539	285	14	when	when	SCONJ
ajis02-1539	285	15	all	all	DET
ajis02-1539	285	16	other	other	ADJ
ajis02-1539	285	17	conditions	condition	NOUN
ajis02-1539	285	18	remain	remain	VERB
ajis02-1539	285	19	the	the	DET
ajis02-1539	285	20	same	same	ADJ
ajis02-1539	285	21	.	.	PUNCT
ajis02-1539	286	1	in	in	ADP
ajis02-1539	286	2	line	line	NOUN
ajis02-1539	286	3	with	with	ADP
ajis02-1539	286	4	this	this	DET
ajis02-1539	286	5	proposition	proposition	NOUN
ajis02-1539	286	6	we	we	PRON
ajis02-1539	286	7	again	again	ADV
ajis02-1539	286	8	apply	apply	VERB
ajis02-1539	286	9	sql	sql	NOUN
ajis02-1539	286	10	on	on	ADP
ajis02-1539	286	11	the	the	DET
ajis02-1539	286	12	oasis	oasis	NOUN
ajis02-1539	286	13	data	datum	NOUN
ajis02-1539	286	14	set	set	VERB
ajis02-1539	286	15	and	and	CCONJ
ajis02-1539	286	16	find	find	VERB
ajis02-1539	286	17	that	that	SCONJ
ajis02-1539	286	18	“	"	PUNCT
ajis02-1539	286	19	if	if	SCONJ
ajis02-1539	286	20	gender	gender	NOUN
ajis02-1539	286	21	=	=	SYM
ajis02-1539	286	22	f	f	PROPN
ajis02-1539	286	23	then	then	ADV
ajis02-1539	286	24	nd	nd	INTJ
ajis02-1539	286	25	(	(	PUNCT
ajis02-1539	286	26	acc	acc	PROPN
ajis02-1539	286	27	:	:	PUNCT
ajis02-1539	286	28	63	63	NUM
ajis02-1539	286	29	%	%	NOUN
ajis02-1539	286	30	,	,	PUNCT
ajis02-1539	286	31	cov	cov	NOUN
ajis02-1539	286	32	:	:	PUNCT
ajis02-1539	286	33	58	58	NUM
ajis02-1539	286	34	%	%	NOUN
ajis02-1539	286	35	)	)	PUNCT
ajis02-1539	286	36	”	"	PUNCT
ajis02-1539	286	37	and	and	CCONJ
ajis02-1539	286	38	“	"	PUNCT
ajis02-1539	286	39	if	if	SCONJ
ajis02-1539	286	40	gender	gender	NOUN
ajis02-1539	286	41	=	=	NOUN
ajis02-1539	287	1	m	m	VERB
ajis02-1539	287	2	then	then	ADV
ajis02-1539	287	3	d	d	X
ajis02-1539	287	4	(	(	PUNCT
ajis02-1539	287	5	acc	acc	PROPN
ajis02-1539	287	6	:	:	PUNCT
ajis02-1539	287	7	51	51	NUM
ajis02-1539	287	8	%	%	NOUN
ajis02-1539	287	9	,	,	PUNCT
ajis02-1539	287	10	cov	cov	NOUN
ajis02-1539	287	11	:	:	PUNCT
ajis02-1539	287	12	42	42	NUM
ajis02-1539	287	13	%	%	NOUN
ajis02-1539	287	14	)	)	PUNCT
ajis02-1539	287	15	”	"	PUNCT
ajis02-1539	287	16	which	which	PRON
ajis02-1539	287	17	further	far	ADV
ajis02-1539	287	18	validates	validate	VERB
ajis02-1539	287	19	the	the	DET
ajis02-1539	287	20	proposition	proposition	NOUN
ajis02-1539	287	21	.	.	PUNCT
ajis02-1539	288	1	the	the	DET
ajis02-1539	288	2	bottom	bottom	ADJ
ajis02-1539	288	3	rule	rule	NOUN
ajis02-1539	288	4	of	of	ADP
ajis02-1539	288	5	table	table	NOUN
ajis02-1539	288	6	4	4	NUM
ajis02-1539	288	7	indicates	indicate	VERB
ajis02-1539	288	8	that	that	SCONJ
ajis02-1539	288	9	females	female	NOUN
ajis02-1539	288	10	with	with	ADP
ajis02-1539	288	11	higher	high	ADJ
ajis02-1539	288	12	educational	educational	ADJ
ajis02-1539	288	13	background	background	NOUN
ajis02-1539	288	14	are	be	AUX
ajis02-1539	288	15	very	very	ADV
ajis02-1539	288	16	less	less	ADV
ajis02-1539	288	17	likely	likely	ADJ
ajis02-1539	288	18	to	to	PART
ajis02-1539	288	19	be	be	AUX
ajis02-1539	288	20	demented	demented	ADJ
ajis02-1539	288	21	.	.	PUNCT
ajis02-1539	289	1	trend	trend	NOUN
ajis02-1539	289	2	2	2	NUM
ajis02-1539	289	3	:	:	PUNCT
ajis02-1539	289	4	similar	similar	ADJ
ajis02-1539	289	5	to	to	ADP
ajis02-1539	289	6	mmse	mmse	ADJ
ajis02-1539	289	7	,	,	PUNCT
ajis02-1539	289	8	with	with	ADP
ajis02-1539	289	9	the	the	DET
ajis02-1539	289	10	decrease	decrease	NOUN
ajis02-1539	289	11	of	of	ADP
ajis02-1539	289	12	normalized	normalize	VERB
ajis02-1539	289	13	whole	whole	ADJ
ajis02-1539	289	14	-	-	PUNCT
ajis02-1539	289	15	brain	brain	NOUN
ajis02-1539	289	16	volume	volume	NOUN
ajis02-1539	289	17	(	(	PUNCT
ajis02-1539	289	18	nwbv	nwbv	PROPN
ajis02-1539	289	19	)	)	PUNCT
ajis02-1539	289	20	the	the	DET
ajis02-1539	289	21	chance	chance	NOUN
ajis02-1539	289	22	of	of	ADP
ajis02-1539	289	23	dementia	dementia	NOUN
ajis02-1539	289	24	increases	increase	NOUN
ajis02-1539	289	25	.	.	PUNCT
ajis02-1539	290	1	from	from	ADP
ajis02-1539	290	2	the	the	DET
ajis02-1539	290	3	oasis	oasis	NOUN
ajis02-1539	290	4	data	datum	NOUN
ajis02-1539	290	5	set	set	VERB
ajis02-1539	290	6	(	(	PUNCT
ajis02-1539	290	7	oasis	oasis	NOUN
ajis02-1539	290	8	)	)	PUNCT
ajis02-1539	290	9	,	,	PUNCT
ajis02-1539	290	10	we	we	PRON
ajis02-1539	290	11	see	see	VERB
ajis02-1539	290	12	that	that	SCONJ
ajis02-1539	290	13	when	when	SCONJ
ajis02-1539	290	14	nwbv	nwbv	ADP
ajis02-1539	290	15	<	<	X
ajis02-1539	290	16	=	=	NOUN
ajis02-1539	290	17	0.73	0.73	NUM
ajis02-1539	290	18	,	,	PUNCT
ajis02-1539	290	19	patients	patient	NOUN
ajis02-1539	290	20	generally	generally	ADV
ajis02-1539	290	21	get	get	VERB
ajis02-1539	290	22	demented	demented	ADJ
ajis02-1539	290	23	.	.	PUNCT
ajis02-1539	291	1	however	however	ADV
ajis02-1539	291	2	,	,	PUNCT
ajis02-1539	291	3	with	with	ADP
ajis02-1539	291	4	lower	low	ADJ
ajis02-1539	291	5	socio	socio	NOUN
ajis02-1539	291	6	-	-	PUNCT
ajis02-1539	291	7	economic	economic	ADJ
ajis02-1539	291	8	status	status	NOUN
ajis02-1539	291	9	(	(	PUNCT
ajis02-1539	291	10	ses	ses	X
ajis02-1539	291	11	=	=	SYM
ajis02-1539	291	12	3	3	NUM
ajis02-1539	291	13	,	,	PUNCT
ajis02-1539	291	14	4	4	NUM
ajis02-1539	291	15	or	or	CCONJ
ajis02-1539	291	16	5	5	NUM
ajis02-1539	291	17	)	)	PUNCT
ajis02-1539	291	18	patients	patient	NOUN
ajis02-1539	291	19	can	can	AUX
ajis02-1539	291	20	be	be	AUX
ajis02-1539	291	21	demented	demente	VERB
ajis02-1539	291	22	with	with	ADP
ajis02-1539	291	23	nwbv	nwbv	PROPN
ajis02-1539	291	24	as	as	ADV
ajis02-1539	291	25	high	high	ADJ
ajis02-1539	291	26	as	as	ADP
ajis02-1539	291	27	0.78	0.78	NUM
ajis02-1539	291	28	.	.	PUNCT
ajis02-1539	292	1	a	a	DET
ajis02-1539	292	2	related	relate	VERB
ajis02-1539	292	3	rule	rule	NOUN
ajis02-1539	292	4	extracted	extract	VERB
ajis02-1539	292	5	by	by	ADP
ajis02-1539	292	6	forex++	forex++	ADJ
ajis02-1539	292	7	is	be	AUX
ajis02-1539	292	8	presented	present	VERB
ajis02-1539	292	9	below	below	ADV
ajis02-1539	292	10	.	.	PUNCT
ajis02-1539	293	1	australasian	australasian	ADJ
ajis02-1539	293	2	journal	journal	NOUN
ajis02-1539	293	3	of	of	ADP
ajis02-1539	293	4	information	information	NOUN
ajis02-1539	293	5	systems	systems	PROPN
ajis02-1539	293	6	adnan	adnan	PROPN
ajis02-1539	293	7	&	&	CCONJ
ajis02-1539	293	8	islam	islam	PROPN
ajis02-1539	293	9	2017	2017	NUM
ajis02-1539	293	10	,	,	PUNCT
ajis02-1539	293	11	vol	vol	NOUN
ajis02-1539	293	12	21	21	NUM
ajis02-1539	293	13	,	,	PUNCT
ajis02-1539	293	14	selected	select	VERB
ajis02-1539	293	15	papers	paper	NOUN
ajis02-1539	293	16	from	from	ADP
ajis02-1539	293	17	ausdm	ausdm	PROPN
ajis02-1539	293	18	forex++	forex++	ADJ
ajis02-1539	293	19	:	:	PUNCT
ajis02-1539	293	20	knowledge	knowledge	NOUN
ajis02-1539	293	21	discovery	discovery	NOUN
ajis02-1539	293	22	from	from	ADP
ajis02-1539	293	23	decision	decision	NOUN
ajis02-1539	293	24	forests	forest	NOUN
ajis02-1539	293	25	13	13	NUM
ajis02-1539	293	26			NOUN
ajis02-1539	293	27	if	if	SCONJ
ajis02-1539	293	28	ses	ses	X
ajis02-1539	293	29	=	=	SYM
ajis02-1539	293	30	4	4	NUM
ajis02-1539	293	31	and	and	CCONJ
ajis02-1539	293	32	age	age	NOUN
ajis02-1539	293	33	<	<	X
ajis02-1539	293	34	=	=	X
ajis02-1539	293	35	72	72	NUM
ajis02-1539	293	36	and	and	CCONJ
ajis02-1539	293	37	nwbv	nwbv	X
ajis02-1539	294	1	<	<	X
ajis02-1539	294	2	=	=	X
ajis02-1539	294	3	0.78	0.78	NUM
ajis02-1539	294	4	and	and	CCONJ
ajis02-1539	294	5	etiv	etiv	PRON
ajis02-1539	294	6	>	>	X
ajis02-1539	295	1	1454.86	1454.86	NUM
ajis02-1539	296	1	then	then	ADV
ajis02-1539	296	2	d	d	X
ajis02-1539	296	3	(	(	PUNCT
ajis02-1539	296	4	acc	acc	PROPN
ajis02-1539	296	5	:	:	PUNCT
ajis02-1539	296	6	100	100	NUM
ajis02-1539	296	7	%	%	NOUN
ajis02-1539	296	8	,	,	PUNCT
ajis02-1539	296	9	cov	cov	NOUN
ajis02-1539	296	10	:	:	PUNCT
ajis02-1539	296	11	2	2	NUM
ajis02-1539	296	12	%	%	NOUN
ajis02-1539	296	13	)	)	PUNCT
ajis02-1539	296	14	.	.	PUNCT
ajis02-1539	297	1	based	base	VERB
ajis02-1539	297	2	on	on	ADP
ajis02-1539	297	3	the	the	DET
ajis02-1539	297	4	related	relate	VERB
ajis02-1539	297	5	rule	rule	NOUN
ajis02-1539	297	6	,	,	PUNCT
ajis02-1539	297	7	we	we	PRON
ajis02-1539	297	8	explore	explore	VERB
ajis02-1539	297	9	the	the	DET
ajis02-1539	297	10	oasis	oasis	NOUN
ajis02-1539	297	11	data	datum	NOUN
ajis02-1539	297	12	set	set	VERB
ajis02-1539	297	13	using	use	VERB
ajis02-1539	297	14	sql	sql	NOUN
ajis02-1539	297	15	and	and	CCONJ
ajis02-1539	297	16	present	present	VERB
ajis02-1539	297	17	the	the	DET
ajis02-1539	297	18	percentage	percentage	NOUN
ajis02-1539	297	19	of	of	ADP
ajis02-1539	297	20	demented	demented	ADJ
ajis02-1539	297	21	patients	patient	NOUN
ajis02-1539	297	22	with	with	ADP
ajis02-1539	297	23	high	high	ADJ
ajis02-1539	297	24	and	and	CCONJ
ajis02-1539	297	25	low	low	ADJ
ajis02-1539	297	26	ses	se	NOUN
ajis02-1539	297	27	for	for	ADP
ajis02-1539	297	28	different	different	ADJ
ajis02-1539	297	29	nwbv	nwbv	NOUN
ajis02-1539	297	30	in	in	ADP
ajis02-1539	297	31	figure	figure	NOUN
ajis02-1539	297	32	2	2	NUM
ajis02-1539	297	33	.	.	PUNCT
ajis02-1539	298	1	from	from	ADP
ajis02-1539	298	2	figure	figure	NOUN
ajis02-1539	298	3	2	2	NUM
ajis02-1539	298	4	we	we	PRON
ajis02-1539	298	5	see	see	VERB
ajis02-1539	298	6	that	that	SCONJ
ajis02-1539	298	7	the	the	DET
ajis02-1539	298	8	impact	impact	NOUN
ajis02-1539	298	9	of	of	ADP
ajis02-1539	298	10	nwbv	nwbv	NOUN
ajis02-1539	298	11	on	on	ADP
ajis02-1539	298	12	dementia	dementia	NOUN
ajis02-1539	298	13	can	can	AUX
ajis02-1539	298	14	be	be	AUX
ajis02-1539	298	15	greatly	greatly	ADV
ajis02-1539	298	16	exacerbated	exacerbate	VERB
ajis02-1539	298	17	by	by	ADP
ajis02-1539	298	18	ses	se	NOUN
ajis02-1539	298	19	.	.	PUNCT
ajis02-1539	299	1	with	with	ADP
ajis02-1539	299	2	lower	low	ADJ
ajis02-1539	299	3	nwbv	nwbv	NOUN
ajis02-1539	299	4	and	and	CCONJ
ajis02-1539	299	5	ses	se	NOUN
ajis02-1539	299	6	,	,	PUNCT
ajis02-1539	299	7	patients	patient	NOUN
ajis02-1539	299	8	are	be	AUX
ajis02-1539	299	9	more	more	ADV
ajis02-1539	299	10	prone	prone	ADJ
ajis02-1539	299	11	to	to	ADP
ajis02-1539	299	12	dementia	dementia	NOUN
ajis02-1539	299	13	.	.	PUNCT
ajis02-1539	300	1	besides	besides	SCONJ
ajis02-1539	300	2	,	,	PUNCT
ajis02-1539	300	3	patients	patient	NOUN
ajis02-1539	300	4	with	with	ADP
ajis02-1539	300	5	higher	high	ADJ
ajis02-1539	300	6	ses	se	NOUN
ajis02-1539	300	7	are	be	AUX
ajis02-1539	300	8	less	less	ADV
ajis02-1539	300	9	likely	likely	ADJ
ajis02-1539	300	10	to	to	PART
ajis02-1539	300	11	be	be	AUX
ajis02-1539	300	12	demented	demente	VERB
ajis02-1539	300	13	compared	compare	VERB
ajis02-1539	300	14	to	to	ADP
ajis02-1539	300	15	those	those	PRON
ajis02-1539	300	16	with	with	ADP
ajis02-1539	300	17	lower	low	ADJ
ajis02-1539	300	18	ses	se	NOUN
ajis02-1539	300	19	when	when	SCONJ
ajis02-1539	300	20	nwbv	nwbv	PRON
ajis02-1539	300	21	remain	remain	VERB
ajis02-1539	300	22	the	the	DET
ajis02-1539	300	23	same	same	ADJ
ajis02-1539	300	24	.	.	PUNCT
ajis02-1539	301	1	trend	trend	NOUN
ajis02-1539	301	2	3	3	NUM
ajis02-1539	301	3	:	:	PUNCT
ajis02-1539	301	4	with	with	ADP
ajis02-1539	301	5	ses	se	NOUN
ajis02-1539	301	6	=	=	SYM
ajis02-1539	301	7	3	3	NUM
ajis02-1539	301	8	,	,	PUNCT
ajis02-1539	301	9	4	4	NUM
ajis02-1539	301	10	or	or	CCONJ
ajis02-1539	301	11	5	5	NUM
ajis02-1539	301	12	(	(	PUNCT
ajis02-1539	301	13	meaning	mean	VERB
ajis02-1539	301	14	lower	low	ADJ
ajis02-1539	301	15	socio	socio	NOUN
ajis02-1539	301	16	-	-	PUNCT
ajis02-1539	301	17	economic	economic	ADJ
ajis02-1539	301	18	status	status	NOUN
ajis02-1539	301	19	)	)	PUNCT
ajis02-1539	301	20	we	we	PRON
ajis02-1539	301	21	find	find	VERB
ajis02-1539	301	22	many	many	ADJ
ajis02-1539	301	23	rules	rule	NOUN
ajis02-1539	301	24	having	have	VERB
ajis02-1539	301	25	consequent	consequent	ADJ
ajis02-1539	301	26	“	"	PUNCT
ajis02-1539	301	27	demented	demented	ADJ
ajis02-1539	301	28	”	"	PUNCT
ajis02-1539	301	29	.	.	PUNCT
ajis02-1539	302	1	however	however	ADV
ajis02-1539	302	2	,	,	PUNCT
ajis02-1539	302	3	with	with	ADP
ajis02-1539	302	4	ses	se	NOUN
ajis02-1539	302	5	=	=	SYM
ajis02-1539	302	6	1	1	NUM
ajis02-1539	302	7	(	(	PUNCT
ajis02-1539	302	8	meaning	mean	VERB
ajis02-1539	302	9	the	the	DET
ajis02-1539	302	10	highest	high	ADJ
ajis02-1539	302	11	socio	socio	NOUN
ajis02-1539	302	12	-	-	PUNCT
ajis02-1539	302	13	economic	economic	ADJ
ajis02-1539	302	14	status	status	NOUN
ajis02-1539	302	15	)	)	PUNCT
ajis02-1539	302	16	,	,	PUNCT
ajis02-1539	302	17	patients	patient	NOUN
ajis02-1539	302	18	can	can	AUX
ajis02-1539	302	19	be	be	AUX
ajis02-1539	302	20	demented	demented	ADJ
ajis02-1539	302	21	in	in	ADP
ajis02-1539	302	22	comparatively	comparatively	ADV
ajis02-1539	302	23	early	early	ADJ
ajis02-1539	302	24	ages	age	NOUN
ajis02-1539	302	25	.	.	PUNCT
ajis02-1539	303	1	the	the	DET
ajis02-1539	303	2	related	related	ADJ
ajis02-1539	303	3	rule	rule	NOUN
ajis02-1539	303	4	is	be	AUX
ajis02-1539	303	5	:	:	PUNCT
ajis02-1539	303	6			ADJ
ajis02-1539	303	7	if	if	SCONJ
ajis02-1539	303	8	nwbv	nwbv	ADP
ajis02-1539	303	9	<	<	X
ajis02-1539	303	10	=	=	X
ajis02-1539	303	11	0.73	0.73	NUM
ajis02-1539	303	12	and	and	CCONJ
ajis02-1539	303	13	ses	ses	X
ajis02-1539	303	14	=	=	SYM
ajis02-1539	303	15	1	1	NUM
ajis02-1539	303	16	and	and	CCONJ
ajis02-1539	303	17	age	age	NOUN
ajis02-1539	303	18	<	<	X
ajis02-1539	303	19	=	=	SYM
ajis02-1539	303	20	70	70	NUM
ajis02-1539	303	21	then	then	ADV
ajis02-1539	303	22	d	d	X
ajis02-1539	303	23	(	(	PUNCT
ajis02-1539	303	24	acc	acc	PROPN
ajis02-1539	303	25	:	:	PUNCT
ajis02-1539	303	26	100	100	NUM
ajis02-1539	303	27	%	%	NOUN
ajis02-1539	303	28	,	,	PUNCT
ajis02-1539	303	29	cov	cov	NOUN
ajis02-1539	303	30	:	:	PUNCT
ajis02-1539	303	31	3	3	NUM
ajis02-1539	303	32	%	%	NOUN
ajis02-1539	303	33	)	)	PUNCT
ajis02-1539	303	34	.	.	PUNCT
ajis02-1539	304	1	to	to	PART
ajis02-1539	304	2	validate	validate	VERB
ajis02-1539	304	3	the	the	DET
ajis02-1539	304	4	proposition	proposition	NOUN
ajis02-1539	304	5	we	we	PRON
ajis02-1539	304	6	apply	apply	VERB
ajis02-1539	304	7	sql	sql	NOUN
ajis02-1539	304	8	on	on	ADP
ajis02-1539	304	9	the	the	DET
ajis02-1539	304	10	oasis	oasis	NOUN
ajis02-1539	304	11	data	datum	NOUN
ajis02-1539	304	12	set	set	VERB
ajis02-1539	304	13	and	and	CCONJ
ajis02-1539	304	14	find	find	VERB
ajis02-1539	304	15	that	that	SCONJ
ajis02-1539	304	16	the	the	DET
ajis02-1539	304	17	average	average	ADJ
ajis02-1539	304	18	age	age	NOUN
ajis02-1539	304	19	to	to	PART
ajis02-1539	304	20	be	be	AUX
ajis02-1539	304	21	demented	demented	ADJ
ajis02-1539	304	22	for	for	ADP
ajis02-1539	304	23	patients	patient	NOUN
ajis02-1539	304	24	with	with	ADP
ajis02-1539	304	25	higher	high	ADJ
ajis02-1539	304	26	socio	socio	NOUN
ajis02-1539	304	27	-	-	PUNCT
ajis02-1539	304	28	economic	economic	ADJ
ajis02-1539	304	29	status	status	NOUN
ajis02-1539	304	30	(	(	PUNCT
ajis02-1539	304	31	ses	ses	X
ajis02-1539	304	32	=	=	SYM
ajis02-1539	304	33	1	1	NUM
ajis02-1539	304	34	or	or	CCONJ
ajis02-1539	304	35	2	2	NUM
ajis02-1539	304	36	)	)	PUNCT
ajis02-1539	304	37	is	be	AUX
ajis02-1539	304	38	75	75	NUM
ajis02-1539	304	39	years	year	NOUN
ajis02-1539	304	40	whereas	whereas	SCONJ
ajis02-1539	304	41	the	the	DET
ajis02-1539	304	42	average	average	ADJ
ajis02-1539	304	43	age	age	NOUN
ajis02-1539	304	44	for	for	ADP
ajis02-1539	304	45	demented	demented	ADJ
ajis02-1539	304	46	patients	patient	NOUN
ajis02-1539	304	47	with	with	ADP
ajis02-1539	304	48	comparatively	comparatively	ADV
ajis02-1539	304	49	lower	low	ADJ
ajis02-1539	304	50	socio	socio	NOUN
ajis02-1539	304	51	-	-	PUNCT
ajis02-1539	304	52	economic	economic	ADJ
ajis02-1539	304	53	status	status	NOUN
ajis02-1539	304	54	(	(	PUNCT
ajis02-1539	304	55	ses	ses	X
ajis02-1539	304	56	=	=	SYM
ajis02-1539	304	57	3	3	NUM
ajis02-1539	304	58	,	,	PUNCT
ajis02-1539	304	59	4	4	NUM
ajis02-1539	304	60	or	or	CCONJ
ajis02-1539	304	61	5	5	NUM
ajis02-1539	304	62	)	)	PUNCT
ajis02-1539	304	63	is	be	AUX
ajis02-1539	304	64	77	77	NUM
ajis02-1539	304	65	years	year	NOUN
ajis02-1539	304	66	.	.	PUNCT
ajis02-1539	305	1	figure	figure	NOUN
ajis02-1539	305	2	2	2	NUM
ajis02-1539	305	3	:	:	PUNCT
ajis02-1539	305	4	percentage	percentage	NOUN
ajis02-1539	305	5	of	of	ADP
ajis02-1539	305	6	demented	demented	ADJ
ajis02-1539	305	7	patients	patient	NOUN
ajis02-1539	305	8	for	for	ADP
ajis02-1539	305	9	different	different	ADJ
ajis02-1539	305	10	ses	se	NOUN
ajis02-1539	305	11	and	and	CCONJ
ajis02-1539	305	12	nwbv	nwbv	NOUN
ajis02-1539	305	13	trend	trend	NOUN
ajis02-1539	305	14	4	4	NUM
ajis02-1539	305	15	:	:	PUNCT
ajis02-1539	305	16	similar	similar	ADJ
ajis02-1539	305	17	to	to	ADP
ajis02-1539	305	18	trend	trend	NOUN
ajis02-1539	305	19	2	2	NUM
ajis02-1539	305	20	,	,	PUNCT
ajis02-1539	305	21	with	with	SCONJ
ajis02-1539	305	22	nwbv	nwbv	ADP
ajis02-1539	305	23	<	<	X
ajis02-1539	305	24	=	=	NOUN
ajis02-1539	305	25	0.73	0.73	NUM
ajis02-1539	305	26	patients	patient	NOUN
ajis02-1539	305	27	generally	generally	ADV
ajis02-1539	305	28	get	get	VERB
ajis02-1539	305	29	demented	demented	ADJ
ajis02-1539	305	30	.	.	PUNCT
ajis02-1539	306	1	however	however	ADV
ajis02-1539	306	2	,	,	PUNCT
ajis02-1539	306	3	when	when	SCONJ
ajis02-1539	306	4	education	education	NOUN
ajis02-1539	306	5	(	(	PUNCT
ajis02-1539	306	6	educ	educ	PROPN
ajis02-1539	306	7	)	)	PUNCT
ajis02-1539	306	8	is	be	AUX
ajis02-1539	306	9	high	high	ADJ
ajis02-1539	306	10	(	(	PUNCT
ajis02-1539	306	11	i.e.	i.e.	X
ajis02-1539	306	12	>	>	X
ajis02-1539	306	13	15	15	NUM
ajis02-1539	306	14	)	)	PUNCT
ajis02-1539	306	15	and	and	CCONJ
ajis02-1539	306	16	ses	ses	X
ajis02-1539	306	17	=	=	SYM
ajis02-1539	306	18	2	2	NUM
ajis02-1539	306	19	and	and	CCONJ
ajis02-1539	306	20	asf	asf	NOUN
ajis02-1539	306	21	<	<	X
ajis02-1539	306	22	=	=	PROPN
ajis02-1539	306	23	1.24	1.24	NUM
ajis02-1539	306	24	and	and	CCONJ
ajis02-1539	306	25	age	age	NOUN
ajis02-1539	306	26	>	>	X
ajis02-1539	306	27	66	66	NUM
ajis02-1539	306	28	,	,	PUNCT
ajis02-1539	306	29	patients	patient	NOUN
ajis02-1539	306	30	with	with	ADP
ajis02-1539	306	31	nwbv	nwbv	NOUN
ajis02-1539	307	1	<	<	X
ajis02-1539	307	2	=	=	NOUN
ajis02-1539	307	3	0.73	0.73	NUM
ajis02-1539	307	4	are	be	AUX
ajis02-1539	307	5	found	find	VERB
ajis02-1539	307	6	not	not	PART
ajis02-1539	307	7	demented	demented	ADJ
ajis02-1539	307	8	(	(	PUNCT
ajis02-1539	307	9	acc	acc	PROPN
ajis02-1539	307	10	:	:	PUNCT
ajis02-1539	307	11	100	100	NUM
ajis02-1539	307	12	%	%	NOUN
ajis02-1539	307	13	,	,	PUNCT
ajis02-1539	307	14	cov	cov	NOUN
ajis02-1539	307	15	:	:	PUNCT
ajis02-1539	307	16	5	5	NUM
ajis02-1539	307	17	%	%	NOUN
ajis02-1539	307	18	)	)	PUNCT
ajis02-1539	307	19	.	.	PUNCT
ajis02-1539	308	1	thus	thus	ADV
ajis02-1539	308	2	,	,	PUNCT
ajis02-1539	308	3	we	we	PRON
ajis02-1539	308	4	reason	reason	VERB
ajis02-1539	308	5	that	that	SCONJ
ajis02-1539	308	6	patients	patient	NOUN
ajis02-1539	308	7	with	with	ADP
ajis02-1539	308	8	higher	high	ADJ
ajis02-1539	308	9	educational	educational	ADJ
ajis02-1539	308	10	background	background	NOUN
ajis02-1539	308	11	and	and	CCONJ
ajis02-1539	308	12	socio	socio	NOUN
ajis02-1539	308	13	-	-	PUNCT
ajis02-1539	308	14	economic	economic	ADJ
ajis02-1539	308	15	status	status	NOUN
ajis02-1539	308	16	have	have	VERB
ajis02-1539	308	17	a	a	DET
ajis02-1539	308	18	lower	low	ADJ
ajis02-1539	308	19	chance	chance	NOUN
ajis02-1539	308	20	to	to	PART
ajis02-1539	308	21	be	be	AUX
ajis02-1539	308	22	demented	demented	ADJ
ajis02-1539	308	23	than	than	ADP
ajis02-1539	308	24	others	other	NOUN
ajis02-1539	308	25	.	.	PUNCT
ajis02-1539	309	1	we	we	PRON
ajis02-1539	309	2	then	then	ADV
ajis02-1539	309	3	apply	apply	VERB
ajis02-1539	309	4	sql	sql	NOUN
ajis02-1539	309	5	on	on	ADP
ajis02-1539	309	6	the	the	DET
ajis02-1539	309	7	oasis	oasis	NOUN
ajis02-1539	309	8	data	datum	NOUN
ajis02-1539	309	9	set	set	VERB
ajis02-1539	309	10	and	and	CCONJ
ajis02-1539	309	11	find	find	VERB
ajis02-1539	309	12	the	the	DET
ajis02-1539	309	13	following	follow	VERB
ajis02-1539	309	14	rules	rule	NOUN
ajis02-1539	309	15	(	(	PUNCT
ajis02-1539	309	16	without	without	ADP
ajis02-1539	309	17	having	have	VERB
ajis02-1539	309	18	any	any	DET
ajis02-1539	309	19	dementia	dementia	NOUN
ajis02-1539	309	20	or	or	CCONJ
ajis02-1539	309	21	mri	mri	NOUN
ajis02-1539	309	22	related	relate	VERB
ajis02-1539	309	23	attributes	attribute	NOUN
ajis02-1539	309	24	)	)	PUNCT
ajis02-1539	309	25	to	to	PART
ajis02-1539	309	26	hold	hold	VERB
ajis02-1539	309	27	the	the	DET
ajis02-1539	309	28	same	same	ADJ
ajis02-1539	309	29	reasoning	reasoning	NOUN
ajis02-1539	309	30	.	.	PUNCT
ajis02-1539	310	1			NOUN
ajis02-1539	311	1	if	if	SCONJ
ajis02-1539	311	2	educ	educ	VERB
ajis02-1539	311	3	>	>	X
ajis02-1539	311	4	16	16	NUM
ajis02-1539	311	5	and	and	CCONJ
ajis02-1539	311	6	ses	se	NOUN
ajis02-1539	311	7	in	in	ADP
ajis02-1539	311	8	(	(	PUNCT
ajis02-1539	311	9	1	1	NUM
ajis02-1539	311	10	,	,	PUNCT
ajis02-1539	311	11	2	2	NUM
ajis02-1539	311	12	)	)	PUNCT
ajis02-1539	311	13	then	then	ADV
ajis02-1539	311	14	nd	nd	INTJ
ajis02-1539	311	15	(	(	PUNCT
ajis02-1539	311	16	acc	acc	PROPN
ajis02-1539	311	17	:	:	PUNCT
ajis02-1539	311	18	67	67	NUM
ajis02-1539	311	19	%	%	NOUN
ajis02-1539	311	20	,	,	PUNCT
ajis02-1539	311	21	cov	cov	NOUN
ajis02-1539	311	22	:	:	PUNCT
ajis02-1539	311	23	24	24	NUM
ajis02-1539	311	24	%	%	NOUN
ajis02-1539	311	25	)	)	PUNCT
ajis02-1539	311	26	.	.	PUNCT
ajis02-1539	312	1			PROPN
ajis02-1539	313	1	if	if	SCONJ
ajis02-1539	313	2	educ	educ	VERB
ajis02-1539	313	3	<	<	NOUN
ajis02-1539	313	4	=	=	X
ajis02-1539	313	5	16	16	NUM
ajis02-1539	313	6	and	and	CCONJ
ajis02-1539	313	7	ses	se	NOUN
ajis02-1539	313	8	in	in	ADP
ajis02-1539	313	9	(	(	PUNCT
ajis02-1539	313	10	3	3	NUM
ajis02-1539	313	11	,	,	PUNCT
ajis02-1539	313	12	4	4	NUM
ajis02-1539	313	13	,	,	PUNCT
ajis02-1539	313	14	5	5	NUM
ajis02-1539	313	15	)	)	PUNCT
ajis02-1539	313	16	then	then	ADV
ajis02-1539	313	17	d	d	X
ajis02-1539	313	18	(	(	PUNCT
ajis02-1539	313	19	acc	acc	PROPN
ajis02-1539	313	20	:	:	PUNCT
ajis02-1539	313	21	48	48	NUM
ajis02-1539	313	22	%	%	NOUN
ajis02-1539	313	23	,	,	PUNCT
ajis02-1539	313	24	cov	cov	PROPN
ajis02-1539	313	25	:	:	PUNCT
ajis02-1539	313	26	45	45	NUM
ajis02-1539	313	27	%	%	NOUN
ajis02-1539	313	28	)	)	PUNCT
ajis02-1539	313	29	.	.	PUNCT
ajis02-1539	314	1	another	another	DET
ajis02-1539	314	2	similar	similar	ADJ
ajis02-1539	314	3	rule	rule	NOUN
ajis02-1539	314	4	highlighting	highlight	VERB
ajis02-1539	314	5	the	the	DET
ajis02-1539	314	6	importance	importance	NOUN
ajis02-1539	314	7	of	of	ADP
ajis02-1539	314	8	educ	educ	ADJ
ajis02-1539	314	9	is	be	AUX
ajis02-1539	314	10	:	:	PUNCT
ajis02-1539	314	11			NOUN
ajis02-1539	314	12	if	if	SCONJ
ajis02-1539	314	13	nwbv	nwbv	ADP
ajis02-1539	314	14	<	<	X
ajis02-1539	314	15	=	=	X
ajis02-1539	314	16	0.73	0.73	NUM
ajis02-1539	314	17	and	and	CCONJ
ajis02-1539	314	18	educ	educ	VERB
ajis02-1539	314	19	>	>	X
ajis02-1539	314	20	16	16	NUM
ajis02-1539	314	21	and	and	CCONJ
ajis02-1539	314	22	asf	asf	NOUN
ajis02-1539	314	23	>	>	ADP
ajis02-1539	314	24	0.92	0.92	NUM
ajis02-1539	314	25	and	and	CCONJ
ajis02-1539	314	26	age	age	NOUN
ajis02-1539	314	27	between	between	ADP
ajis02-1539	314	28	66	66	NUM
ajis02-1539	314	29	and	and	CCONJ
ajis02-1539	314	30	78	78	NUM
ajis02-1539	315	1	then	then	ADV
ajis02-1539	315	2	nd	nd	INTJ
ajis02-1539	315	3	(	(	PUNCT
ajis02-1539	315	4	acc	acc	PROPN
ajis02-1539	315	5	:	:	PUNCT
ajis02-1539	315	6	100	100	NUM
ajis02-1539	315	7	%	%	NOUN
ajis02-1539	315	8	,	,	PUNCT
ajis02-1539	315	9	cov	cov	NOUN
ajis02-1539	315	10	:	:	PUNCT
ajis02-1539	315	11	4	4	NUM
ajis02-1539	315	12	%	%	NOUN
ajis02-1539	315	13	)	)	PUNCT
ajis02-1539	315	14	.	.	PUNCT
ajis02-1539	316	1	this	this	DET
ajis02-1539	316	2	rule	rule	NOUN
ajis02-1539	316	3	indicates	indicate	VERB
ajis02-1539	316	4	that	that	SCONJ
ajis02-1539	316	5	even	even	ADV
ajis02-1539	316	6	when	when	SCONJ
ajis02-1539	316	7	the	the	DET
ajis02-1539	316	8	brain	brain	NOUN
ajis02-1539	316	9	volume	volume	NOUN
ajis02-1539	316	10	decreases	decrease	VERB
ajis02-1539	316	11	(	(	PUNCT
ajis02-1539	316	12	nwbv	nwbv	INTJ
ajis02-1539	316	13	<	<	X
ajis02-1539	316	14	=	=	NOUN
ajis02-1539	316	15	0.73	0.73	NUM
ajis02-1539	316	16	)	)	PUNCT
ajis02-1539	316	17	patients	patient	NOUN
ajis02-1539	316	18	may	may	AUX
ajis02-1539	316	19	not	not	PART
ajis02-1539	316	20	be	be	AUX
ajis02-1539	316	21	demented	demented	ADJ
ajis02-1539	316	22	if	if	SCONJ
ajis02-1539	316	23	they	they	PRON
ajis02-1539	316	24	are	be	AUX
ajis02-1539	316	25	highly	highly	ADV
ajis02-1539	316	26	educated	educate	VERB
ajis02-1539	316	27	(	(	PUNCT
ajis02-1539	316	28	educ	educ	X
ajis02-1539	316	29	>	>	X
ajis02-1539	316	30	16	16	NUM
ajis02-1539	316	31	)	)	PUNCT
ajis02-1539	316	32	.	.	PUNCT
ajis02-1539	317	1	by	by	ADP
ajis02-1539	317	2	applying	apply	VERB
ajis02-1539	317	3	sql	sql	NOUN
ajis02-1539	317	4	,	,	PUNCT
ajis02-1539	317	5	we	we	PRON
ajis02-1539	317	6	see	see	VERB
ajis02-1539	317	7	that	that	SCONJ
ajis02-1539	317	8	the	the	DET
ajis02-1539	317	9	average	average	ADJ
ajis02-1539	317	10	brain	brain	NOUN
ajis02-1539	317	11	volume	volume	NOUN
ajis02-1539	317	12	of	of	ADP
ajis02-1539	317	13	non	non	ADJ
ajis02-1539	317	14	-	-	ADJ
ajis02-1539	317	15	demented	demented	ADJ
ajis02-1539	317	16	patients	patient	NOUN
ajis02-1539	317	17	with	with	ADP
ajis02-1539	317	18	higher	high	ADJ
ajis02-1539	317	19	educational	educational	ADJ
ajis02-1539	317	20	background	background	NOUN
ajis02-1539	317	21	(	(	PUNCT
ajis02-1539	317	22	educ	educ	X
ajis02-1539	317	23	>	>	X
ajis02-1539	317	24	16	16	NUM
ajis02-1539	317	25	)	)	PUNCT
ajis02-1539	317	26	is	be	AUX
ajis02-1539	317	27	0.73	0.73	NUM
ajis02-1539	317	28	and	and	CCONJ
ajis02-1539	317	29	for	for	ADP
ajis02-1539	317	30	comparatively	comparatively	ADV
ajis02-1539	317	31	lower	low	ADJ
ajis02-1539	317	32	educational	educational	ADJ
ajis02-1539	317	33	background	background	NOUN
ajis02-1539	317	34	(	(	PUNCT
ajis02-1539	317	35	educ	educ	VERB
ajis02-1539	317	36	<	<	X
ajis02-1539	317	37	=	=	NOUN
ajis02-1539	317	38	16	16	NUM
ajis02-1539	317	39	)	)	PUNCT
ajis02-1539	317	40	is	be	AUX
ajis02-1539	317	41	0.75	0.75	NUM
ajis02-1539	317	42	,	,	PUNCT
ajis02-1539	317	43	which	which	PRON
ajis02-1539	317	44	verifies	verify	VERB
ajis02-1539	317	45	the	the	DET
ajis02-1539	317	46	indication	indication	NOUN
ajis02-1539	317	47	.	.	PUNCT
ajis02-1539	318	1	australasian	australasian	ADJ
ajis02-1539	318	2	journal	journal	NOUN
ajis02-1539	318	3	of	of	ADP
ajis02-1539	318	4	information	information	NOUN
ajis02-1539	318	5	systems	systems	PROPN
ajis02-1539	318	6	adnan	adnan	PROPN
ajis02-1539	318	7	&	&	CCONJ
ajis02-1539	318	8	islam	islam	PROPN
ajis02-1539	318	9	2017	2017	NUM
ajis02-1539	318	10	,	,	PUNCT
ajis02-1539	318	11	vol	vol	NOUN
ajis02-1539	318	12	21	21	NUM
ajis02-1539	318	13	,	,	PUNCT
ajis02-1539	318	14	selected	select	VERB
ajis02-1539	318	15	papers	paper	NOUN
ajis02-1539	318	16	from	from	ADP
ajis02-1539	318	17	ausdm	ausdm	PROPN
ajis02-1539	318	18	forex++	forex++	ADJ
ajis02-1539	318	19	:	:	PUNCT
ajis02-1539	318	20	knowledge	knowledge	NOUN
ajis02-1539	318	21	discovery	discovery	NOUN
ajis02-1539	318	22	from	from	ADP
ajis02-1539	318	23	decision	decision	NOUN
ajis02-1539	318	24	forests	forest	NOUN
ajis02-1539	318	25	14	14	NUM
ajis02-1539	318	26	from	from	ADP
ajis02-1539	318	27	trend	trend	NOUN
ajis02-1539	318	28	1	1	NUM
ajis02-1539	318	29	and	and	CCONJ
ajis02-1539	318	30	trend	trend	NOUN
ajis02-1539	318	31	4	4	NUM
ajis02-1539	318	32	,	,	PUNCT
ajis02-1539	318	33	it	it	PRON
ajis02-1539	318	34	is	be	AUX
ajis02-1539	318	35	understandable	understandable	ADJ
ajis02-1539	318	36	that	that	SCONJ
ajis02-1539	318	37	educational	educational	ADJ
ajis02-1539	318	38	background	background	NOUN
ajis02-1539	318	39	plays	play	VERB
ajis02-1539	318	40	an	an	DET
ajis02-1539	318	41	important	important	ADJ
ajis02-1539	318	42	role	role	NOUN
ajis02-1539	318	43	on	on	ADP
ajis02-1539	318	44	dementia	dementia	NOUN
ajis02-1539	318	45	in	in	ADP
ajis02-1539	318	46	conjunction	conjunction	NOUN
ajis02-1539	318	47	with	with	ADP
ajis02-1539	318	48	gender	gender	NOUN
ajis02-1539	318	49	,	,	PUNCT
ajis02-1539	318	50	ses	se	NOUN
ajis02-1539	318	51	and	and	CCONJ
ajis02-1539	318	52	nwbv	nwbv	NOUN
ajis02-1539	318	53	.	.	PUNCT
ajis02-1539	319	1	we	we	PRON
ajis02-1539	319	2	now	now	ADV
ajis02-1539	319	3	explore	explore	VERB
ajis02-1539	319	4	the	the	DET
ajis02-1539	319	5	impact	impact	NOUN
ajis02-1539	319	6	of	of	ADP
ajis02-1539	319	7	different	different	ADJ
ajis02-1539	319	8	education	education	NOUN
ajis02-1539	319	9	levels	level	NOUN
ajis02-1539	319	10	on	on	ADP
ajis02-1539	319	11	dementia	dementia	NOUN
ajis02-1539	319	12	independent	independent	ADJ
ajis02-1539	319	13	of	of	ADP
ajis02-1539	319	14	any	any	DET
ajis02-1539	319	15	other	other	ADJ
ajis02-1539	319	16	attributes	attribute	NOUN
ajis02-1539	319	17	and	and	CCONJ
ajis02-1539	319	18	present	present	VERB
ajis02-1539	319	19	them	they	PRON
ajis02-1539	319	20	in	in	ADP
ajis02-1539	319	21	figure	figure	NOUN
ajis02-1539	319	22	3	3	NUM
ajis02-1539	319	23	.	.	PUNCT
ajis02-1539	319	24	figure	figure	NOUN
ajis02-1539	319	25	3	3	NUM
ajis02-1539	319	26	clearly	clearly	ADV
ajis02-1539	319	27	shows	show	VERB
ajis02-1539	319	28	that	that	SCONJ
ajis02-1539	319	29	higher	high	ADJ
ajis02-1539	319	30	the	the	DET
ajis02-1539	319	31	educational	educational	ADJ
ajis02-1539	319	32	background	background	NOUN
ajis02-1539	319	33	,	,	PUNCT
ajis02-1539	319	34	lower	low	ADJ
ajis02-1539	319	35	the	the	DET
ajis02-1539	319	36	chance	chance	NOUN
ajis02-1539	319	37	of	of	ADP
ajis02-1539	319	38	dementia	dementia	NOUN
ajis02-1539	319	39	.	.	PUNCT
ajis02-1539	320	1	trend	trend	NOUN
ajis02-1539	320	2	5	5	NUM
ajis02-1539	320	3	:	:	PUNCT
ajis02-1539	320	4	patients	patient	NOUN
ajis02-1539	320	5	are	be	AUX
ajis02-1539	320	6	found	find	VERB
ajis02-1539	320	7	“	"	PUNCT
ajis02-1539	320	8	converted	convert	VERB
ajis02-1539	320	9	”	"	PUNCT
ajis02-1539	320	10	when	when	SCONJ
ajis02-1539	320	11	nwbv	nwbv	ADP
ajis02-1539	320	12	<	<	X
ajis02-1539	320	13	=	=	X
ajis02-1539	320	14	0.72	0.72	NUM
ajis02-1539	320	15	even	even	ADV
ajis02-1539	320	16	if	if	SCONJ
ajis02-1539	320	17	they	they	PRON
ajis02-1539	320	18	have	have	VERB
ajis02-1539	320	19	the	the	DET
ajis02-1539	320	20	highest	high	ADJ
ajis02-1539	320	21	socio	socio	NOUN
ajis02-1539	320	22	-	-	PUNCT
ajis02-1539	320	23	economic	economic	ADJ
ajis02-1539	320	24	status	status	NOUN
ajis02-1539	320	25	(	(	PUNCT
ajis02-1539	320	26	ses	ses	X
ajis02-1539	320	27	=	=	SYM
ajis02-1539	320	28	1	1	NUM
ajis02-1539	320	29	)	)	PUNCT
ajis02-1539	320	30	(	(	PUNCT
ajis02-1539	320	31	acc	acc	PROPN
ajis02-1539	320	32	:	:	PUNCT
ajis02-1539	320	33	100	100	NUM
ajis02-1539	320	34	%	%	NOUN
ajis02-1539	320	35	,	,	PUNCT
ajis02-1539	320	36	cov	cov	NOUN
ajis02-1539	320	37	:	:	PUNCT
ajis02-1539	320	38	1	1	NUM
ajis02-1539	320	39	%	%	NOUN
ajis02-1539	320	40	)	)	PUNCT
ajis02-1539	320	41	.	.	PUNCT
ajis02-1539	321	1	the	the	DET
ajis02-1539	321	2	related	relate	VERB
ajis02-1539	321	3	rule	rule	NOUN
ajis02-1539	321	4	is	be	AUX
ajis02-1539	321	5	:	:	PUNCT
ajis02-1539	321	6	“	"	PUNCT
ajis02-1539	321	7	if	if	SCONJ
ajis02-1539	321	8	nwbv	nwbv	ADP
ajis02-1539	321	9	<	<	X
ajis02-1539	321	10	=	=	NOUN
ajis02-1539	321	11	0.72	0.72	NUM
ajis02-1539	321	12	and	and	CCONJ
ajis02-1539	321	13	ses	se	NOUN
ajis02-1539	321	14	=	=	SYM
ajis02-1539	321	15	1	1	NUM
ajis02-1539	321	16	and	and	CCONJ
ajis02-1539	321	17	age	age	NOUN
ajis02-1539	321	18	>	>	X
ajis02-1539	321	19	70	70	NUM
ajis02-1539	321	20	and	and	CCONJ
ajis02-1539	321	21	educ	educ	VERB
ajis02-1539	321	22	<	<	X
ajis02-1539	321	23	=	=	SYM
ajis02-1539	321	24	16	16	NUM
ajis02-1539	321	25	then	then	ADV
ajis02-1539	321	26	converted	convert	VERB
ajis02-1539	321	27	.	.	PUNCT
ajis02-1539	322	1	this	this	PRON
ajis02-1539	322	2	indicates	indicate	VERB
ajis02-1539	322	3	that	that	SCONJ
ajis02-1539	322	4	with	with	ADP
ajis02-1539	322	5	very	very	ADV
ajis02-1539	322	6	small	small	ADJ
ajis02-1539	322	7	brain	brain	NOUN
ajis02-1539	322	8	volume	volume	NOUN
ajis02-1539	322	9	,	,	PUNCT
ajis02-1539	322	10	patients	patient	NOUN
ajis02-1539	322	11	can	can	AUX
ajis02-1539	322	12	develop	develop	VERB
ajis02-1539	322	13	dementia	dementia	NOUN
ajis02-1539	322	14	very	very	ADV
ajis02-1539	322	15	quickly	quickly	ADV
ajis02-1539	322	16	.	.	PUNCT
ajis02-1539	323	1	by	by	ADP
ajis02-1539	323	2	applying	apply	VERB
ajis02-1539	323	3	sql	sql	NOUN
ajis02-1539	323	4	,	,	PUNCT
ajis02-1539	323	5	we	we	PRON
ajis02-1539	323	6	find	find	VERB
ajis02-1539	323	7	that	that	SCONJ
ajis02-1539	323	8	out	out	ADP
ajis02-1539	323	9	of	of	ADP
ajis02-1539	323	10	37	37	NUM
ajis02-1539	323	11	converted	converted	ADJ
ajis02-1539	323	12	patients	patient	NOUN
ajis02-1539	323	13	,	,	PUNCT
ajis02-1539	323	14	22	22	NUM
ajis02-1539	323	15	of	of	ADP
ajis02-1539	323	16	them	they	PRON
ajis02-1539	323	17	have	have	VERB
ajis02-1539	323	18	brain	brain	NOUN
ajis02-1539	323	19	volume	volume	NOUN
ajis02-1539	323	20	<	<	X
ajis02-1539	323	21	=	=	NOUN
ajis02-1539	323	22	0.72	0.72	NUM
ajis02-1539	323	23	.	.	PUNCT
ajis02-1539	324	1	figure	figure	NOUN
ajis02-1539	324	2	3	3	NUM
ajis02-1539	324	3	:	:	PUNCT
ajis02-1539	324	4	percentage	percentage	NOUN
ajis02-1539	324	5	of	of	ADP
ajis02-1539	324	6	patients	patient	NOUN
ajis02-1539	324	7	for	for	ADP
ajis02-1539	324	8	different	different	ADJ
ajis02-1539	324	9	educ	educ	PROPN
ajis02-1539	324	10	4.4	4.4	NUM
ajis02-1539	324	11	heart	heart	NOUN
ajis02-1539	324	12	disease	disease	NOUN
ajis02-1539	324	13	cardiovascular	cardiovascular	ADJ
ajis02-1539	324	14	disease	disease	NOUN
ajis02-1539	324	15	(	(	PUNCT
ajis02-1539	324	16	or	or	CCONJ
ajis02-1539	324	17	heart	heart	NOUN
ajis02-1539	324	18	disease	disease	NOUN
ajis02-1539	324	19	)	)	PUNCT
ajis02-1539	324	20	remains	remain	VERB
ajis02-1539	324	21	one	one	NUM
ajis02-1539	324	22	of	of	ADP
ajis02-1539	324	23	the	the	DET
ajis02-1539	324	24	biggest	big	ADJ
ajis02-1539	324	25	causes	cause	NOUN
ajis02-1539	324	26	of	of	ADP
ajis02-1539	324	27	deaths	death	NOUN
ajis02-1539	324	28	around	around	ADP
ajis02-1539	324	29	the	the	DET
ajis02-1539	324	30	world	world	NOUN
ajis02-1539	324	31	.	.	PUNCT
ajis02-1539	325	1	each	each	DET
ajis02-1539	325	2	year	year	NOUN
ajis02-1539	325	3	about	about	ADV
ajis02-1539	325	4	30	30	NUM
ajis02-1539	325	5	%	%	NOUN
ajis02-1539	325	6	of	of	ADP
ajis02-1539	325	7	all	all	DET
ajis02-1539	325	8	deaths	death	NOUN
ajis02-1539	325	9	worldwide	worldwide	ADV
ajis02-1539	325	10	(	(	PUNCT
ajis02-1539	325	11	15.6	15.6	NUM
ajis02-1539	325	12	million	million	NUM
ajis02-1539	325	13	deaths	death	NOUN
ajis02-1539	325	14	)	)	PUNCT
ajis02-1539	325	15	occur	occur	VERB
ajis02-1539	325	16	from	from	ADP
ajis02-1539	325	17	heart	heart	NOUN
ajis02-1539	325	18	diseases	disease	NOUN
ajis02-1539	325	19	which	which	PRON
ajis02-1539	325	20	is	be	AUX
ajis02-1539	325	21	more	more	ADJ
ajis02-1539	325	22	than	than	ADP
ajis02-1539	325	23	all	all	DET
ajis02-1539	325	24	communicable	communicable	NOUN
ajis02-1539	325	25	,	,	PUNCT
ajis02-1539	325	26	neonatal	neonatal	ADJ
ajis02-1539	325	27	,	,	PUNCT
ajis02-1539	325	28	maternal	maternal	ADJ
ajis02-1539	325	29	and	and	CCONJ
ajis02-1539	325	30	nutritional	nutritional	ADJ
ajis02-1539	325	31	disorders	disorder	NOUN
ajis02-1539	325	32	combined	combine	VERB
ajis02-1539	325	33	and	and	CCONJ
ajis02-1539	325	34	double	double	DET
ajis02-1539	325	35	the	the	DET
ajis02-1539	325	36	number	number	NOUN
ajis02-1539	325	37	of	of	ADP
ajis02-1539	325	38	deaths	death	NOUN
ajis02-1539	325	39	caused	cause	VERB
ajis02-1539	325	40	by	by	ADP
ajis02-1539	325	41	cancers	cancer	NOUN
ajis02-1539	325	42	(	(	PUNCT
ajis02-1539	325	43	nichols	nichols	PROPN
ajis02-1539	325	44	et	et	PROPN
ajis02-1539	325	45	al	al	PROPN
ajis02-1539	325	46	.	.	PROPN
ajis02-1539	326	1	(	(	PUNCT
ajis02-1539	326	2	2014	2014	NUM
ajis02-1539	326	3	)	)	PUNCT
ajis02-1539	326	4	)	)	PUNCT
ajis02-1539	326	5	.	.	PUNCT
ajis02-1539	327	1	moreover	moreover	ADV
ajis02-1539	327	2	,	,	PUNCT
ajis02-1539	327	3	the	the	DET
ajis02-1539	327	4	death	death	NOUN
ajis02-1539	327	5	from	from	ADP
ajis02-1539	327	6	heart	heart	NOUN
ajis02-1539	327	7	disease	disease	NOUN
ajis02-1539	327	8	is	be	AUX
ajis02-1539	327	9	predicted	predict	VERB
ajis02-1539	327	10	to	to	PART
ajis02-1539	327	11	rise	rise	VERB
ajis02-1539	327	12	approximately	approximately	ADV
ajis02-1539	327	13	23.4	23.4	NUM
ajis02-1539	327	14	million	million	NUM
ajis02-1539	327	15	by	by	ADP
ajis02-1539	327	16	2030	2030	NUM
ajis02-1539	327	17	with	with	ADP
ajis02-1539	327	18	heart	heart	NOUN
ajis02-1539	327	19	disease	disease	NOUN
ajis02-1539	327	20	to	to	PART
ajis02-1539	327	21	remain	remain	VERB
ajis02-1539	327	22	as	as	ADP
ajis02-1539	327	23	the	the	DET
ajis02-1539	327	24	leading	lead	VERB
ajis02-1539	327	25	cause	cause	NOUN
ajis02-1539	327	26	of	of	ADP
ajis02-1539	327	27	death	death	NOUN
ajis02-1539	327	28	for	for	ADP
ajis02-1539	327	29	many	many	ADJ
ajis02-1539	327	30	years	year	NOUN
ajis02-1539	327	31	to	to	PART
ajis02-1539	327	32	come	come	VERB
ajis02-1539	327	33	(	(	PUNCT
ajis02-1539	327	34	nichols	nichols	PROPN
ajis02-1539	327	35	et	et	PROPN
ajis02-1539	327	36	al	al	PROPN
ajis02-1539	327	37	.	.	PROPN
ajis02-1539	328	1	(	(	PUNCT
ajis02-1539	328	2	2014	2014	NUM
ajis02-1539	328	3	)	)	PUNCT
ajis02-1539	328	4	)	)	PUNCT
ajis02-1539	328	5	.	.	PUNCT
ajis02-1539	329	1	following	follow	VERB
ajis02-1539	329	2	global	global	ADJ
ajis02-1539	329	3	trends	trend	NOUN
ajis02-1539	329	4	,	,	PUNCT
ajis02-1539	329	5	heart	heart	NOUN
ajis02-1539	329	6	disease	disease	NOUN
ajis02-1539	329	7	is	be	AUX
ajis02-1539	329	8	the	the	DET
ajis02-1539	329	9	first	first	ADJ
ajis02-1539	329	10	leading	lead	VERB
ajis02-1539	329	11	cause	cause	NOUN
ajis02-1539	329	12	of	of	ADP
ajis02-1539	329	13	death	death	NOUN
ajis02-1539	329	14	in	in	ADP
ajis02-1539	329	15	australia	australia	NOUN
ajis02-1539	329	16	amounting	amount	VERB
ajis02-1539	329	17	33.7	33.7	NUM
ajis02-1539	329	18	%	%	NOUN
ajis02-1539	329	19	of	of	ADP
ajis02-1539	329	20	all	all	DET
ajis02-1539	329	21	deaths	death	NOUN
ajis02-1539	329	22	(	(	PUNCT
ajis02-1539	329	23	shouman	shouman	ADV
ajis02-1539	329	24	et	et	PROPN
ajis02-1539	329	25	al	al	PROPN
ajis02-1539	329	26	.	.	PROPN
ajis02-1539	330	1	(	(	PUNCT
ajis02-1539	330	2	2011	2011	NUM
ajis02-1539	330	3	)	)	PUNCT
ajis02-1539	330	4	)	)	PUNCT
ajis02-1539	330	5	.	.	PUNCT
ajis02-1539	331	1	motivated	motivate	VERB
ajis02-1539	331	2	by	by	ADP
ajis02-1539	331	3	these	these	DET
ajis02-1539	331	4	facts	fact	NOUN
ajis02-1539	331	5	,	,	PUNCT
ajis02-1539	331	6	we	we	PRON
ajis02-1539	331	7	now	now	ADV
ajis02-1539	331	8	facilitate	facilitate	VERB
ajis02-1539	331	9	exploring	explore	VERB
ajis02-1539	331	10	different	different	ADJ
ajis02-1539	331	11	aspects	aspect	NOUN
ajis02-1539	331	12	on	on	ADP
ajis02-1539	331	13	heart	heart	NOUN
ajis02-1539	331	14	disease	disease	NOUN
ajis02-1539	331	15	from	from	ADP
ajis02-1539	331	16	available	available	ADJ
ajis02-1539	331	17	data	datum	NOUN
ajis02-1539	331	18	for	for	ADP
ajis02-1539	331	19	better	well	ADJ
ajis02-1539	331	20	understanding	understand	VERB
ajis02-1539	331	21	the	the	DET
ajis02-1539	331	22	disease	disease	NOUN
ajis02-1539	331	23	.	.	PUNCT
ajis02-1539	332	1	4.4.1	4.4.1	NUM
ajis02-1539	332	2	data	datum	NOUN
ajis02-1539	332	3	set	set	VERB
ajis02-1539	332	4	on	on	ADP
ajis02-1539	332	5	heart	heart	NOUN
ajis02-1539	332	6	disease	disease	NOUN
ajis02-1539	332	7	in	in	ADP
ajis02-1539	332	8	this	this	DET
ajis02-1539	332	9	paper	paper	NOUN
ajis02-1539	332	10	,	,	PUNCT
ajis02-1539	332	11	we	we	PRON
ajis02-1539	332	12	use	use	VERB
ajis02-1539	332	13	a	a	DET
ajis02-1539	332	14	data	data	NOUN
ajis02-1539	332	15	set	set	VERB
ajis02-1539	332	16	named	name	VERB
ajis02-1539	332	17	“	"	PUNCT
ajis02-1539	332	18	statlog	statlog	ADJ
ajis02-1539	332	19	(	(	PUNCT
ajis02-1539	332	20	heart	heart	NOUN
ajis02-1539	332	21	)	)	PUNCT
ajis02-1539	332	22	”	"	PUNCT
ajis02-1539	332	23	that	that	PRON
ajis02-1539	332	24	consists	consist	VERB
ajis02-1539	332	25	of	of	ADP
ajis02-1539	332	26	a	a	DET
ajis02-1539	332	27	collection	collection	NOUN
ajis02-1539	332	28	of	of	ADP
ajis02-1539	332	29	270	270	NUM
ajis02-1539	332	30	observations	observation	NOUN
ajis02-1539	332	31	(	(	PUNCT
ajis02-1539	332	32	records	record	NOUN
ajis02-1539	332	33	)	)	PUNCT
ajis02-1539	332	34	and	and	CCONJ
ajis02-1539	332	35	all	all	DET
ajis02-1539	332	36	the	the	DET
ajis02-1539	332	37	observations	observation	NOUN
ajis02-1539	332	38	are	be	AUX
ajis02-1539	332	39	distributed	distribute	VERB
ajis02-1539	332	40	among	among	ADP
ajis02-1539	332	41	two	two	NUM
ajis02-1539	332	42	class	class	NOUN
ajis02-1539	332	43	values	value	NOUN
ajis02-1539	332	44	namely	namely	ADV
ajis02-1539	332	45	absence	absence	NOUN
ajis02-1539	332	46	(	(	PUNCT
ajis02-1539	332	47	a	a	NOUN
ajis02-1539	332	48	)	)	PUNCT
ajis02-1539	332	49	or	or	CCONJ
ajis02-1539	332	50	presence	presence	NOUN
ajis02-1539	332	51	(	(	PUNCT
ajis02-1539	332	52	p	p	NOUN
ajis02-1539	332	53	)	)	PUNCT
ajis02-1539	332	54	of	of	ADP
ajis02-1539	332	55	heart	heart	NOUN
ajis02-1539	332	56	disease	disease	NOUN
ajis02-1539	332	57	(	(	PUNCT
ajis02-1539	332	58	lichman	lichman	NOUN
ajis02-1539	332	59	)	)	PUNCT
ajis02-1539	332	60	.	.	PUNCT
ajis02-1539	333	1	in	in	ADP
ajis02-1539	333	2	literature	literature	PROPN
ajis02-1539	333	3	(	(	PUNCT
ajis02-1539	333	4	el	el	PROPN
ajis02-1539	333	5	-	-	PUNCT
ajis02-1539	333	6	bialy	bialy	PROPN
ajis02-1539	333	7	et	et	PROPN
ajis02-1539	333	8	al	al	PROPN
ajis02-1539	333	9	.	.	PROPN
ajis02-1539	334	1	(	(	PUNCT
ajis02-1539	334	2	2015	2015	NUM
ajis02-1539	334	3	)	)	PUNCT
ajis02-1539	334	4	)	)	PUNCT
ajis02-1539	335	1	,	,	PUNCT
ajis02-1539	335	2	the	the	DET
ajis02-1539	335	3	same	same	ADJ
ajis02-1539	335	4	data	datum	NOUN
ajis02-1539	335	5	set	set	VERB
ajis02-1539	335	6	was	be	AUX
ajis02-1539	335	7	used	use	VERB
ajis02-1539	335	8	for	for	ADP
ajis02-1539	335	9	feature	feature	NOUN
ajis02-1539	335	10	analysis	analysis	NOUN
ajis02-1539	335	11	of	of	ADP
ajis02-1539	335	12	coronary	coronary	ADJ
ajis02-1539	335	13	artery	artery	NOUN
ajis02-1539	335	14	diseases	disease	NOUN
ajis02-1539	335	15	.	.	PUNCT
ajis02-1539	336	1	the	the	DET
ajis02-1539	336	2	data	datum	NOUN
ajis02-1539	336	3	set	set	VERB
ajis02-1539	336	4	includes	include	VERB
ajis02-1539	336	5	information	information	NOUN
ajis02-1539	336	6	about	about	ADP
ajis02-1539	336	7	patient	patient	NOUN
ajis02-1539	336	8	’s	’s	PART
ajis02-1539	336	9	gender	gender	NOUN
ajis02-1539	336	10	,	,	PUNCT
ajis02-1539	336	11	age	age	NOUN
ajis02-1539	336	12	,	,	PUNCT
ajis02-1539	336	13	chest	chest	NOUN
ajis02-1539	336	14	pain	pain	NOUN
ajis02-1539	336	15	type	type	NOUN
ajis02-1539	336	16	,	,	PUNCT
ajis02-1539	336	17	blood	blood	NOUN
ajis02-1539	336	18	pressure	pressure	NOUN
ajis02-1539	336	19	along	along	ADP
ajis02-1539	336	20	with	with	ADP
ajis02-1539	336	21	some	some	DET
ajis02-1539	336	22	medical	medical	ADJ
ajis02-1539	336	23	test	test	NOUN
ajis02-1539	336	24	information	information	NOUN
ajis02-1539	336	25	.	.	PUNCT
ajis02-1539	337	1	in	in	ADP
ajis02-1539	337	2	table	table	NOUN
ajis02-1539	337	3	5	5	NUM
ajis02-1539	337	4	,	,	PUNCT
ajis02-1539	337	5	we	we	PRON
ajis02-1539	337	6	present	present	VERB
ajis02-1539	337	7	the	the	DET
ajis02-1539	337	8	attributes	attribute	NOUN
ajis02-1539	337	9	of	of	ADP
ajis02-1539	337	10	the	the	DET
ajis02-1539	337	11	statlog	statlog	NOUN
ajis02-1539	337	12	(	(	PUNCT
ajis02-1539	337	13	heart	heart	NOUN
ajis02-1539	337	14	)	)	PUNCT
ajis02-1539	337	15	data	datum	NOUN
ajis02-1539	337	16	set	set	VERB
ajis02-1539	337	17	and	and	CCONJ
ajis02-1539	337	18	explain	explain	VERB
ajis02-1539	337	19	their	their	PRON
ajis02-1539	337	20	meanings	meaning	NOUN
ajis02-1539	337	21	in	in	ADP
ajis02-1539	337	22	detail	detail	NOUN
ajis02-1539	337	23	.	.	PUNCT
ajis02-1539	338	1	australasian	australasian	ADJ
ajis02-1539	338	2	journal	journal	NOUN
ajis02-1539	338	3	of	of	ADP
ajis02-1539	338	4	information	information	NOUN
ajis02-1539	338	5	systems	systems	PROPN
ajis02-1539	338	6	adnan	adnan	PROPN
ajis02-1539	338	7	&	&	CCONJ
ajis02-1539	338	8	islam	islam	PROPN
ajis02-1539	338	9	2017	2017	NUM
ajis02-1539	338	10	,	,	PUNCT
ajis02-1539	338	11	vol	vol	NOUN
ajis02-1539	338	12	21	21	NUM
ajis02-1539	338	13	,	,	PUNCT
ajis02-1539	338	14	selected	select	VERB
ajis02-1539	338	15	papers	paper	NOUN
ajis02-1539	338	16	from	from	ADP
ajis02-1539	338	17	ausdm	ausdm	PROPN
ajis02-1539	338	18	forex++	forex++	ADJ
ajis02-1539	338	19	:	:	PUNCT
ajis02-1539	338	20	knowledge	knowledge	NOUN
ajis02-1539	338	21	discovery	discovery	NOUN
ajis02-1539	338	22	from	from	ADP
ajis02-1539	338	23	decision	decision	NOUN
ajis02-1539	338	24	forests	forest	NOUN
ajis02-1539	338	25	15	15	NUM
ajis02-1539	338	26	attributes	attribute	NOUN
ajis02-1539	338	27	explanation	explanation	NOUN
ajis02-1539	338	28	age	age	NOUN
ajis02-1539	338	29	ages	age	NOUN
ajis02-1539	338	30	of	of	ADP
ajis02-1539	338	31	the	the	DET
ajis02-1539	338	32	patients	patient	NOUN
ajis02-1539	338	33	vary	vary	VERB
ajis02-1539	338	34	between	between	ADP
ajis02-1539	338	35	29	29	NUM
ajis02-1539	338	36	to	to	PART
ajis02-1539	338	37	77	77	NUM
ajis02-1539	338	38	.	.	PUNCT
ajis02-1539	339	1	gender	gender	NOUN
ajis02-1539	339	2	male	male	NOUN
ajis02-1539	339	3	(	(	PUNCT
ajis02-1539	339	4	m	m	NOUN
ajis02-1539	339	5	)	)	PUNCT
ajis02-1539	339	6	or	or	CCONJ
ajis02-1539	339	7	female	female	ADJ
ajis02-1539	339	8	(	(	PUNCT
ajis02-1539	339	9	f	f	NOUN
ajis02-1539	339	10	)	)	PUNCT
ajis02-1539	339	11	.	.	PUNCT
ajis02-1539	340	1	chest	chest	NOUN
ajis02-1539	340	2	pain	pain	NOUN
ajis02-1539	340	3	type	type	NOUN
ajis02-1539	340	4	1	1	NUM
ajis02-1539	340	5	for	for	ADP
ajis02-1539	340	6	typical	typical	ADJ
ajis02-1539	340	7	angina	angina	NOUN
ajis02-1539	340	8	(	(	PUNCT
ajis02-1539	340	9	angina	angina	PROPN
ajis02-1539	340	10	is	be	AUX
ajis02-1539	340	11	a	a	DET
ajis02-1539	340	12	medical	medical	ADJ
ajis02-1539	340	13	term	term	NOUN
ajis02-1539	340	14	for	for	ADP
ajis02-1539	340	15	chest	chest	NOUN
ajis02-1539	340	16	pain	pain	NOUN
ajis02-1539	340	17	)	)	PUNCT
ajis02-1539	340	18	,	,	PUNCT
ajis02-1539	340	19	2	2	NUM
ajis02-1539	340	20	for	for	ADP
ajis02-1539	340	21	atypical	atypical	ADJ
ajis02-1539	340	22	angina	angina	NOUN
ajis02-1539	340	23	,	,	PUNCT
ajis02-1539	340	24	3	3	NUM
ajis02-1539	340	25	for	for	ADP
ajis02-1539	340	26	non	non	ADJ
ajis02-1539	340	27	-	-	ADJ
ajis02-1539	340	28	anginal	anginal	ADJ
ajis02-1539	340	29	pain	pain	NOUN
ajis02-1539	340	30	,	,	PUNCT
ajis02-1539	340	31	4	4	NUM
ajis02-1539	340	32	for	for	ADP
ajis02-1539	340	33	asymptomatic	asymptomatic	ADJ
ajis02-1539	340	34	pain	pain	NOUN
ajis02-1539	340	35	.	.	PUNCT
ajis02-1539	341	1	resting	rest	VERB
ajis02-1539	341	2	blood	blood	NOUN
ajis02-1539	341	3	pressure	pressure	NOUN
ajis02-1539	341	4	(	(	PUNCT
ajis02-1539	341	5	systolic	systolic	ADV
ajis02-1539	341	6	)	)	PUNCT
ajis02-1539	341	7	resting	rest	VERB
ajis02-1539	341	8	blood	blood	NOUN
ajis02-1539	341	9	pressure	pressure	NOUN
ajis02-1539	341	10	in	in	ADP
ajis02-1539	341	11	mm	mm	PROPN
ajis02-1539	341	12	hg	hg	NOUN
ajis02-1539	341	13	of	of	ADP
ajis02-1539	341	14	patients	patient	NOUN
ajis02-1539	341	15	when	when	SCONJ
ajis02-1539	341	16	admitted	admit	VERB
ajis02-1539	341	17	to	to	ADP
ajis02-1539	341	18	the	the	DET
ajis02-1539	341	19	hospital	hospital	NOUN
ajis02-1539	341	20	.	.	PUNCT
ajis02-1539	342	1	serum	serum	VERB
ajis02-1539	342	2	cholesterol	cholesterol	NOUN
ajis02-1539	342	3	serum	serum	NOUN
ajis02-1539	342	4	cholesterol	cholesterol	NOUN
ajis02-1539	342	5	in	in	ADP
ajis02-1539	342	6	mg	mg	PROPN
ajis02-1539	342	7	/	/	SYM
ajis02-1539	342	8	dl	dl	AUX
ajis02-1539	342	9	.	.	PUNCT
ajis02-1539	342	10	fasting	fast	VERB
ajis02-1539	342	11	blood	blood	NOUN
ajis02-1539	342	12	sugar	sugar	NOUN
ajis02-1539	342	13	if	if	SCONJ
ajis02-1539	342	14	fasting	fast	VERB
ajis02-1539	342	15	blood	blood	NOUN
ajis02-1539	342	16	sugar	sugar	NOUN
ajis02-1539	342	17	>	>	X
ajis02-1539	342	18	120	120	NUM
ajis02-1539	342	19	mg	mg	PROPN
ajis02-1539	342	20	/	/	SYM
ajis02-1539	342	21	dl	dl	PROPN
ajis02-1539	343	1	then	then	ADV
ajis02-1539	343	2	1	1	NUM
ajis02-1539	343	3	else	else	ADV
ajis02-1539	343	4	0	0	NUM
ajis02-1539	343	5	.	.	PUNCT
ajis02-1539	343	6	resting	rest	VERB
ajis02-1539	343	7	electrocardiographic	electrocardiographic	ADJ
ajis02-1539	343	8	results	result	NOUN
ajis02-1539	343	9	0	0	NUM
ajis02-1539	343	10	for	for	ADP
ajis02-1539	343	11	normal	normal	ADJ
ajis02-1539	343	12	,	,	PUNCT
ajis02-1539	343	13	1	1	NUM
ajis02-1539	343	14	for	for	ADP
ajis02-1539	343	15	having	have	VERB
ajis02-1539	343	16	st	st	PROPN
ajis02-1539	343	17	-	-	PUNCT
ajis02-1539	343	18	t	t	PROPN
ajis02-1539	343	19	wave	wave	NOUN
ajis02-1539	343	20	abnormality	abnormality	NOUN
ajis02-1539	343	21	(	(	PUNCT
ajis02-1539	343	22	t	t	NOUN
ajis02-1539	343	23	wave	wave	NOUN
ajis02-1539	343	24	inversions	inversion	NOUN
ajis02-1539	343	25	and/or	and/or	CCONJ
ajis02-1539	343	26	st	st	NOUN
ajis02-1539	343	27	elevation	elevation	NOUN
ajis02-1539	343	28	or	or	CCONJ
ajis02-1539	343	29	depression	depression	NOUN
ajis02-1539	343	30	of	of	ADP
ajis02-1539	343	31	>	>	X
ajis02-1539	343	32	0.05	0.05	NUM
ajis02-1539	343	33	mv	mv	NOUN
ajis02-1539	343	34	)	)	PUNCT
ajis02-1539	343	35	,	,	PUNCT
ajis02-1539	343	36	2	2	NUM
ajis02-1539	343	37	for	for	ADP
ajis02-1539	343	38	showing	show	VERB
ajis02-1539	343	39	probable	probable	ADJ
ajis02-1539	343	40	or	or	CCONJ
ajis02-1539	343	41	definite	definite	ADJ
ajis02-1539	343	42	left	left	ADJ
ajis02-1539	343	43	ventricular	ventricular	ADJ
ajis02-1539	343	44	hypertrophy	hypertrophy	NOUN
ajis02-1539	343	45	by	by	ADP
ajis02-1539	343	46	estes	este	NOUN
ajis02-1539	343	47	’	'	PUNCT
ajis02-1539	343	48	criteria	criterion	NOUN
ajis02-1539	343	49	.	.	PUNCT
ajis02-1539	344	1	maximum	maximum	ADJ
ajis02-1539	344	2	heart	heart	NOUN
ajis02-1539	344	3	rate	rate	NOUN
ajis02-1539	344	4	achieved	achieve	VERB
ajis02-1539	344	5	maximum	maximum	ADJ
ajis02-1539	344	6	heart	heart	NOUN
ajis02-1539	344	7	rate	rate	NOUN
ajis02-1539	344	8	achieved	achieve	VERB
ajis02-1539	344	9	during	during	ADP
ajis02-1539	344	10	exercise	exercise	NOUN
ajis02-1539	344	11	.	.	PUNCT
ajis02-1539	345	1	exercise	exercise	NOUN
ajis02-1539	345	2	induced	induce	VERB
ajis02-1539	345	3	angina	angina	NOUN
ajis02-1539	345	4	1	1	NUM
ajis02-1539	345	5	for	for	ADP
ajis02-1539	345	6	yes	yes	PROPN
ajis02-1539	345	7	,	,	PUNCT
ajis02-1539	345	8	0	0	NUM
ajis02-1539	345	9	for	for	ADP
ajis02-1539	345	10	no	no	PROPN
ajis02-1539	345	11	.	.	PUNCT
ajis02-1539	345	12	oldpeak	oldpeak	PROPN
ajis02-1539	345	13	st	st	PROPN
ajis02-1539	345	14	depression	depression	NOUN
ajis02-1539	345	15	induced	induce	VERB
ajis02-1539	345	16	by	by	ADP
ajis02-1539	345	17	exercise	exercise	NOUN
ajis02-1539	345	18	relative	relative	ADJ
ajis02-1539	345	19	to	to	ADP
ajis02-1539	345	20	rest	rest	NOUN
ajis02-1539	345	21	.	.	PUNCT
ajis02-1539	346	1	slope	slope	NOUN
ajis02-1539	346	2	of	of	ADP
ajis02-1539	346	3	the	the	DET
ajis02-1539	346	4	peak	peak	NOUN
ajis02-1539	346	5	exercise	exercise	NOUN
ajis02-1539	346	6	st	st	PROPN
ajis02-1539	346	7	segment	segment	PROPN
ajis02-1539	346	8	1	1	NUM
ajis02-1539	346	9	for	for	ADP
ajis02-1539	346	10	upsloping	upslope	VERB
ajis02-1539	346	11	,	,	PUNCT
ajis02-1539	346	12	2	2	NUM
ajis02-1539	346	13	for	for	ADP
ajis02-1539	346	14	flat	flat	ADJ
ajis02-1539	346	15	,	,	PUNCT
ajis02-1539	346	16	3	3	NUM
ajis02-1539	346	17	for	for	ADP
ajis02-1539	346	18	downsloping	downslope	VERB
ajis02-1539	346	19	.	.	PUNCT
ajis02-1539	347	1	major	major	ADJ
ajis02-1539	347	2	vessels	vessel	NOUN
ajis02-1539	347	3	colored	color	VERB
ajis02-1539	347	4	vessels	vessel	NOUN
ajis02-1539	347	5	(	(	PUNCT
ajis02-1539	347	6	0	0	NUM
ajis02-1539	347	7	-	-	SYM
ajis02-1539	347	8	3	3	NUM
ajis02-1539	347	9	)	)	PUNCT
ajis02-1539	347	10	colored	color	VERB
ajis02-1539	347	11	by	by	ADP
ajis02-1539	347	12	flourosopy	flourosopy	NOUN
ajis02-1539	347	13	.	.	PUNCT
ajis02-1539	348	1	thal	thal	PROPN
ajis02-1539	348	2	a	a	DET
ajis02-1539	348	3	thallium	thallium	NOUN
ajis02-1539	348	4	stress	stress	NOUN
ajis02-1539	348	5	test	test	NOUN
ajis02-1539	348	6	(	(	PUNCT
ajis02-1539	348	7	in	in	ADP
ajis02-1539	348	8	short	short	ADJ
ajis02-1539	348	9	,	,	PUNCT
ajis02-1539	348	10	thal	thal	NOUN
ajis02-1539	348	11	)	)	PUNCT
ajis02-1539	348	12	is	be	AUX
ajis02-1539	348	13	a	a	DET
ajis02-1539	348	14	nuclear	nuclear	ADJ
ajis02-1539	348	15	imaging	imaging	NOUN
ajis02-1539	348	16	test	test	NOUN
ajis02-1539	348	17	that	that	PRON
ajis02-1539	348	18	depicts	depict	VERB
ajis02-1539	348	19	how	how	SCONJ
ajis02-1539	348	20	well	well	ADV
ajis02-1539	348	21	blood	blood	NOUN
ajis02-1539	348	22	flows	flow	VERB
ajis02-1539	348	23	into	into	ADP
ajis02-1539	348	24	the	the	DET
ajis02-1539	348	25	heart	heart	NOUN
ajis02-1539	348	26	while	while	SCONJ
ajis02-1539	348	27	a	a	DET
ajis02-1539	348	28	person	person	NOUN
ajis02-1539	348	29	is	be	AUX
ajis02-1539	348	30	exercising	exercise	VERB
ajis02-1539	348	31	or	or	CCONJ
ajis02-1539	348	32	at	at	ADP
ajis02-1539	348	33	rest	rest	NOUN
ajis02-1539	348	34	(	(	PUNCT
ajis02-1539	348	35	nelson	nelson	PROPN
ajis02-1539	348	36	(	(	PUNCT
ajis02-1539	348	37	2015	2015	NUM
ajis02-1539	348	38	)	)	PUNCT
ajis02-1539	348	39	)	)	PUNCT
ajis02-1539	348	40	.	.	PUNCT
ajis02-1539	349	1	3	3	NUM
ajis02-1539	349	2	accounts	account	NOUN
ajis02-1539	349	3	for	for	ADP
ajis02-1539	349	4	normal	normal	ADJ
ajis02-1539	349	5	blood	blood	NOUN
ajis02-1539	349	6	flow	flow	NOUN
ajis02-1539	349	7	,	,	PUNCT
ajis02-1539	349	8	6	6	NUM
ajis02-1539	349	9	for	for	ADP
ajis02-1539	349	10	fixed	fix	VERB
ajis02-1539	349	11	defect	defect	NOUN
ajis02-1539	349	12	,	,	PUNCT
ajis02-1539	349	13	7	7	NUM
ajis02-1539	349	14	for	for	ADP
ajis02-1539	349	15	reversible	reversible	ADJ
ajis02-1539	349	16	defect	defect	NOUN
ajis02-1539	349	17	.	.	PUNCT
ajis02-1539	350	1	a	a	DET
ajis02-1539	350	2	fixed	fix	VERB
ajis02-1539	350	3	defect	defect	NOUN
ajis02-1539	350	4	refers	refer	VERB
ajis02-1539	350	5	to	to	ADP
ajis02-1539	350	6	an	an	DET
ajis02-1539	350	7	area	area	NOUN
ajis02-1539	350	8	of	of	ADP
ajis02-1539	350	9	the	the	DET
ajis02-1539	350	10	heart	heart	NOUN
ajis02-1539	350	11	that	that	PRON
ajis02-1539	350	12	does	do	AUX
ajis02-1539	350	13	not	not	PART
ajis02-1539	350	14	get	get	VERB
ajis02-1539	350	15	enough	enough	ADJ
ajis02-1539	350	16	blood	blood	NOUN
ajis02-1539	350	17	flow	flow	NOUN
ajis02-1539	350	18	at	at	ADP
ajis02-1539	350	19	rest	rest	NOUN
ajis02-1539	350	20	or	or	CCONJ
ajis02-1539	350	21	under	under	ADP
ajis02-1539	350	22	stress	stress	NOUN
ajis02-1539	350	23	.	.	PUNCT
ajis02-1539	351	1	a	a	DET
ajis02-1539	351	2	reversible	reversible	ADJ
ajis02-1539	351	3	defect	defect	NOUN
ajis02-1539	351	4	refers	refer	VERB
ajis02-1539	351	5	to	to	ADP
ajis02-1539	351	6	an	an	DET
ajis02-1539	351	7	area	area	NOUN
ajis02-1539	351	8	of	of	ADP
ajis02-1539	351	9	the	the	DET
ajis02-1539	351	10	heart	heart	NOUN
ajis02-1539	351	11	that	that	PRON
ajis02-1539	351	12	has	have	VERB
ajis02-1539	351	13	good	good	ADJ
ajis02-1539	351	14	blood	blood	NOUN
ajis02-1539	351	15	flow	flow	NOUN
ajis02-1539	351	16	only	only	ADV
ajis02-1539	351	17	at	at	ADP
ajis02-1539	351	18	rest	rest	NOUN
ajis02-1539	351	19	.	.	PUNCT
ajis02-1539	352	1	distinct	distinct	ADJ
ajis02-1539	352	2	class	class	NOUN
ajis02-1539	352	3	values	value	VERB
ajis02-1539	352	4	two	two	NUM
ajis02-1539	352	5	distinct	distinct	ADJ
ajis02-1539	352	6	class	class	NOUN
ajis02-1539	352	7	values	value	NOUN
ajis02-1539	352	8	.	.	PUNCT
ajis02-1539	353	1	absence	absence	NOUN
ajis02-1539	353	2	(	(	PUNCT
ajis02-1539	353	3	a	a	NOUN
ajis02-1539	353	4	)	)	PUNCT
ajis02-1539	353	5	or	or	CCONJ
ajis02-1539	353	6	presence	presence	NOUN
ajis02-1539	353	7	(	(	PUNCT
ajis02-1539	353	8	p	p	NOUN
ajis02-1539	353	9	)	)	PUNCT
ajis02-1539	353	10	of	of	ADP
ajis02-1539	353	11	heart	heart	NOUN
ajis02-1539	353	12	disease	disease	NOUN
ajis02-1539	353	13	.	.	PUNCT
ajis02-1539	354	1	table	table	NOUN
ajis02-1539	354	2	5	5	NUM
ajis02-1539	354	3	:	:	PUNCT
ajis02-1539	354	4	description	description	NOUN
ajis02-1539	354	5	of	of	ADP
ajis02-1539	354	6	the	the	DET
ajis02-1539	354	7	statlog	statlog	NOUN
ajis02-1539	354	8	(	(	PUNCT
ajis02-1539	354	9	heart	heart	NOUN
ajis02-1539	354	10	)	)	PUNCT
ajis02-1539	354	11	data	datum	NOUN
ajis02-1539	354	12	set	set	VERB
ajis02-1539	354	13	4.5	4.5	NUM
ajis02-1539	354	14	experimentation	experimentation	NOUN
ajis02-1539	354	15	on	on	ADP
ajis02-1539	354	16	the	the	DET
ajis02-1539	354	17	statlog	statlog	NOUN
ajis02-1539	354	18	(	(	PUNCT
ajis02-1539	354	19	heart	heart	NOUN
ajis02-1539	354	20	)	)	PUNCT
ajis02-1539	354	21	data	datum	NOUN
ajis02-1539	354	22	set	set	VERB
ajis02-1539	354	23	from	from	ADP
ajis02-1539	354	24	experimental	experimental	ADJ
ajis02-1539	354	25	results	result	NOUN
ajis02-1539	354	26	,	,	PUNCT
ajis02-1539	354	27	we	we	PRON
ajis02-1539	354	28	see	see	VERB
ajis02-1539	354	29	that	that	SCONJ
ajis02-1539	354	30	a	a	DET
ajis02-1539	354	31	j48	j48	PROPN
ajis02-1539	354	32	tree	tree	NOUN
ajis02-1539	354	33	generates	generate	VERB
ajis02-1539	354	34	only	only	ADV
ajis02-1539	354	35	19	19	NUM
ajis02-1539	354	36	rules	rule	NOUN
ajis02-1539	354	37	from	from	ADP
ajis02-1539	354	38	the	the	DET
ajis02-1539	354	39	statlog	statlog	NOUN
ajis02-1539	354	40	(	(	PUNCT
ajis02-1539	354	41	heart	heart	NOUN
ajis02-1539	354	42	)	)	PUNCT
ajis02-1539	354	43	data	datum	NOUN
ajis02-1539	354	44	set	set	VERB
ajis02-1539	354	45	.	.	PUNCT
ajis02-1539	355	1	compared	compare	VERB
ajis02-1539	355	2	to	to	ADP
ajis02-1539	355	3	that	that	PRON
ajis02-1539	355	4	,	,	PUNCT
ajis02-1539	355	5	a	a	DET
ajis02-1539	355	6	20	20	NUM
ajis02-1539	355	7	-	-	PUNCT
ajis02-1539	355	8	tree	tree	NOUN
ajis02-1539	355	9	rs	rs	NOUN
ajis02-1539	355	10	generates	generate	VERB
ajis02-1539	355	11	as	as	ADV
ajis02-1539	355	12	many	many	ADJ
ajis02-1539	355	13	as	as	ADP
ajis02-1539	355	14	555	555	NUM
ajis02-1539	355	15	rules	rule	NOUN
ajis02-1539	355	16	,	,	PUNCT
ajis02-1539	355	17	a	a	DET
ajis02-1539	355	18	cut	cut	NOUN
ajis02-1539	355	19	point	point	NOUN
ajis02-1539	355	20	with	with	ADP
ajis02-1539	355	21	accuracy	accuracy	NOUN
ajis02-1539	355	22	>	>	X
ajis02-1539	355	23	=	=	SYM
ajis02-1539	355	24	95	95	NUM
ajis02-1539	355	25	%	%	NOUN
ajis02-1539	355	26	extracts	extract	NOUN
ajis02-1539	355	27	288	288	NUM
ajis02-1539	355	28	rules	rule	NOUN
ajis02-1539	355	29	,	,	PUNCT
ajis02-1539	355	30	forex++	forex++	ADJ
ajis02-1539	355	31	extracts	extract	NOUN
ajis02-1539	355	32	as	as	ADV
ajis02-1539	355	33	low	low	ADJ
ajis02-1539	355	34	as	as	ADP
ajis02-1539	355	35	59	59	NUM
ajis02-1539	355	36	rules	rule	NOUN
ajis02-1539	355	37	.	.	PUNCT
ajis02-1539	356	1	consequently	consequently	ADV
ajis02-1539	356	2	,	,	PUNCT
ajis02-1539	356	3	59	59	NUM
ajis02-1539	356	4	top	top	ADV
ajis02-1539	356	5	-	-	PUNCT
ajis02-1539	356	6	ranked	rank	VERB
ajis02-1539	356	7	rules	rule	NOUN
ajis02-1539	356	8	are	be	AUX
ajis02-1539	356	9	selected	select	VERB
ajis02-1539	356	10	for	for	ADP
ajis02-1539	356	11	the	the	DET
ajis02-1539	356	12	rf+hc	rf+hc	PROPN
ajis02-1539	356	13	method	method	NOUN
ajis02-1539	356	14	from	from	ADP
ajis02-1539	356	15	rs	r	NOUN
ajis02-1539	356	16	.	.	PUNCT
ajis02-1539	357	1	similarly	similarly	ADV
ajis02-1539	357	2	,	,	PUNCT
ajis02-1539	357	3	a	a	DET
ajis02-1539	357	4	20	20	NUM
ajis02-1539	357	5	-	-	PUNCT
ajis02-1539	357	6	tree	tree	NOUN
ajis02-1539	357	7	forest	forest	NOUN
ajis02-1539	357	8	pa	pa	PROPN
ajis02-1539	357	9	wobs	wobs	PROPN
ajis02-1539	357	10	generates	generate	VERB
ajis02-1539	357	11	as	as	ADV
ajis02-1539	357	12	many	many	ADJ
ajis02-1539	357	13	as	as	ADP
ajis02-1539	357	14	473	473	NUM
ajis02-1539	357	15	rules	rule	NOUN
ajis02-1539	357	16	from	from	ADP
ajis02-1539	357	17	the	the	DET
ajis02-1539	357	18	statlog	statlog	NOUN
ajis02-1539	357	19	(	(	PUNCT
ajis02-1539	357	20	heart	heart	NOUN
ajis02-1539	357	21	)	)	PUNCT
ajis02-1539	357	22	data	datum	NOUN
ajis02-1539	357	23	set	set	VERB
ajis02-1539	357	24	,	,	PUNCT
ajis02-1539	357	25	a	a	DET
ajis02-1539	357	26	cut	cut	NOUN
ajis02-1539	357	27	point	point	NOUN
ajis02-1539	357	28	with	with	ADP
ajis02-1539	357	29	accuracy	accuracy	NOUN
ajis02-1539	357	30	>	>	X
ajis02-1539	357	31	=	=	SYM
ajis02-1539	357	32	95	95	NUM
ajis02-1539	357	33	%	%	NOUN
ajis02-1539	357	34	extracts	extract	NOUN
ajis02-1539	357	35	222	222	NUM
ajis02-1539	357	36	rules	rule	NOUN
ajis02-1539	357	37	and	and	CCONJ
ajis02-1539	357	38	forex++	forex++	ADJ
ajis02-1539	357	39	extracts	extract	NOUN
ajis02-1539	357	40	as	as	ADV
ajis02-1539	357	41	low	low	ADJ
ajis02-1539	357	42	as	as	ADP
ajis02-1539	357	43	40	40	NUM
ajis02-1539	357	44	rules	rule	NOUN
ajis02-1539	357	45	and	and	CCONJ
ajis02-1539	357	46	thus	thus	ADV
ajis02-1539	357	47	40	40	NUM
ajis02-1539	357	48	topranked	topranke	VERB
ajis02-1539	357	49	rules	rule	NOUN
ajis02-1539	357	50	are	be	AUX
ajis02-1539	357	51	selected	select	VERB
ajis02-1539	357	52	for	for	ADP
ajis02-1539	357	53	the	the	DET
ajis02-1539	357	54	rf+hc	rf+hc	NUM
ajis02-1539	357	55	method	method	NOUN
ajis02-1539	357	56	.	.	PUNCT
ajis02-1539	358	1	we	we	PRON
ajis02-1539	358	2	now	now	ADV
ajis02-1539	358	3	present	present	VERB
ajis02-1539	358	4	a	a	DET
ajis02-1539	358	5	brief	brief	ADJ
ajis02-1539	358	6	comparison	comparison	NOUN
ajis02-1539	358	7	among	among	ADP
ajis02-1539	358	8	j48	j48	PROPN
ajis02-1539	358	9	,	,	PUNCT
ajis02-1539	358	10	rf+hc	rf+hc	NUM
ajis02-1539	358	11	and	and	CCONJ
ajis02-1539	358	12	forex++	forex++	ADJ
ajis02-1539	358	13	rules	rule	NOUN
ajis02-1539	358	14	in	in	ADP
ajis02-1539	358	15	table	table	NOUN
ajis02-1539	358	16	6	6	NUM
ajis02-1539	358	17	.	.	PUNCT
ajis02-1539	358	18	australasian	australasian	ADJ
ajis02-1539	358	19	journal	journal	NOUN
ajis02-1539	358	20	of	of	ADP
ajis02-1539	358	21	information	information	NOUN
ajis02-1539	358	22	systems	systems	PROPN
ajis02-1539	358	23	adnan	adnan	PROPN
ajis02-1539	358	24	&	&	CCONJ
ajis02-1539	358	25	islam	islam	PROPN
ajis02-1539	358	26	2017	2017	NUM
ajis02-1539	358	27	,	,	PUNCT
ajis02-1539	358	28	vol	vol	NOUN
ajis02-1539	358	29	21	21	NUM
ajis02-1539	358	30	,	,	PUNCT
ajis02-1539	358	31	selected	select	VERB
ajis02-1539	358	32	papers	paper	NOUN
ajis02-1539	358	33	from	from	ADP
ajis02-1539	358	34	ausdm	ausdm	PROPN
ajis02-1539	358	35	forex++	forex++	ADJ
ajis02-1539	358	36	:	:	PUNCT
ajis02-1539	358	37	knowledge	knowledge	NOUN
ajis02-1539	358	38	discovery	discovery	NOUN
ajis02-1539	358	39	from	from	ADP
ajis02-1539	358	40	decision	decision	NOUN
ajis02-1539	358	41	forests	forest	NOUN
ajis02-1539	358	42	16	16	NUM
ajis02-1539	358	43	criteria	criterion	NOUN
ajis02-1539	358	44	j48	j48	PROPN
ajis02-1539	358	45	rules	rule	VERB
ajis02-1539	358	46	rs	rs	PROPN
ajis02-1539	358	47	forest	forest	PROPN
ajis02-1539	358	48	pa	pa	PROPN
ajis02-1539	358	49	wobs	wobs	PROPN
ajis02-1539	358	50	rf+hc	rf+hc	PROPN
ajis02-1539	358	51	rules	rule	NOUN
ajis02-1539	358	52	forex++rules	forex++rule	NOUN
ajis02-1539	358	53	rf+hc	rf+hc	CCONJ
ajis02-1539	358	54	rules	rule	NOUN
ajis02-1539	358	55	forex++rules	forex++rules	ADP
ajis02-1539	358	56	total	total	ADJ
ajis02-1539	358	57	rules	rule	NOUN
ajis02-1539	358	58	19	19	NUM
ajis02-1539	358	59	59	59	NUM
ajis02-1539	358	60	59	59	NUM
ajis02-1539	358	61	40	40	NUM
ajis02-1539	358	62	40	40	NUM
ajis02-1539	358	63	average	average	ADJ
ajis02-1539	358	64	accuracy	accuracy	NOUN
ajis02-1539	358	65	84.39	84.39	NUM
ajis02-1539	358	66	%	%	NOUN
ajis02-1539	358	67	88.05	88.05	NUM
ajis02-1539	358	68	%	%	NOUN
ajis02-1539	358	69	94.71	94.71	NUM
ajis02-1539	358	70	%	%	NOUN
ajis02-1539	358	71	88.78	88.78	NUM
ajis02-1539	358	72	%	%	NOUN
ajis02-1539	358	73	95.07	95.07	NUM
ajis02-1539	358	74	%	%	NOUN
ajis02-1539	358	75	average	average	ADJ
ajis02-1539	358	76	coverage	coverage	NOUN
ajis02-1539	358	77	5.26	5.26	NUM
ajis02-1539	358	78	%	%	NOUN
ajis02-1539	358	79	5.85	5.85	NUM
ajis02-1539	358	80	%	%	NOUN
ajis02-1539	358	81	13.11	13.11	NUM
ajis02-1539	358	82	%	%	NOUN
ajis02-1539	358	83	6.96	6.96	NUM
ajis02-1539	358	84	%	%	NOUN
ajis02-1539	358	85	16.37	16.37	NUM
ajis02-1539	358	86	%	%	NOUN
ajis02-1539	358	87	average	average	ADJ
ajis02-1539	358	88	rule	rule	NOUN
ajis02-1539	358	89	length	length	NOUN
ajis02-1539	358	90	3.51	3.51	NUM
ajis02-1539	358	91	3.8	3.8	NUM
ajis02-1539	358	92	3.2	3.2	NUM
ajis02-1539	358	93	3.7	3.7	NUM
ajis02-1539	358	94	3.2	3.2	NUM
ajis02-1539	358	95	distinct	distinct	ADJ
ajis02-1539	358	96	root	root	NOUN
ajis02-1539	358	97	nodes	node	NOUN
ajis02-1539	358	98	1	1	NUM
ajis02-1539	358	99	6	6	NUM
ajis02-1539	358	100	7	7	NUM
ajis02-1539	358	101	5	5	NUM
ajis02-1539	358	102	6	6	NUM
ajis02-1539	358	103	distinct	distinct	ADJ
ajis02-1539	358	104	class	class	NOUN
ajis02-1539	358	105	values	value	NOUN
ajis02-1539	358	106	2	2	NUM
ajis02-1539	358	107	2	2	NUM
ajis02-1539	358	108	2	2	NUM
ajis02-1539	358	109	2	2	NUM
ajis02-1539	358	110	2	2	NUM
ajis02-1539	358	111	table	table	NOUN
ajis02-1539	358	112	6	6	NUM
ajis02-1539	358	113	:	:	PUNCT
ajis02-1539	358	114	comparison	comparison	NOUN
ajis02-1539	358	115	among	among	ADP
ajis02-1539	358	116	j48	j48	PROPN
ajis02-1539	358	117	,	,	PUNCT
ajis02-1539	358	118	rf+hc	rf+hc	NUM
ajis02-1539	358	119	and	and	CCONJ
ajis02-1539	358	120	forex++	forex++	ADJ
ajis02-1539	358	121	rules	rule	NOUN
ajis02-1539	358	122	from	from	ADP
ajis02-1539	358	123	the	the	DET
ajis02-1539	358	124	statlog	statlog	NOUN
ajis02-1539	358	125	(	(	PUNCT
ajis02-1539	358	126	heart	heart	NOUN
ajis02-1539	358	127	)	)	PUNCT
ajis02-1539	358	128	data	datum	NOUN
ajis02-1539	358	129	set	set	VERB
ajis02-1539	358	130	from	from	ADP
ajis02-1539	358	131	table	table	NOUN
ajis02-1539	358	132	6	6	NUM
ajis02-1539	358	133	,	,	PUNCT
ajis02-1539	358	134	we	we	PRON
ajis02-1539	358	135	see	see	VERB
ajis02-1539	358	136	that	that	SCONJ
ajis02-1539	358	137	both	both	DET
ajis02-1539	358	138	rf+hc	rf+hc	ADJ
ajis02-1539	358	139	and	and	CCONJ
ajis02-1539	358	140	forex++	forex++	ADJ
ajis02-1539	358	141	rules	rule	NOUN
ajis02-1539	358	142	outperform	outperform	VERB
ajis02-1539	358	143	j48	j48	ADJ
ajis02-1539	358	144	rules	rule	NOUN
ajis02-1539	358	145	in	in	ADP
ajis02-1539	358	146	almost	almost	ADV
ajis02-1539	358	147	every	every	PRON
ajis02-1539	358	148	criterion	criterion	NOUN
ajis02-1539	358	149	.	.	PUNCT
ajis02-1539	359	1	between	between	ADP
ajis02-1539	359	2	rf+hc	rf+hc	NUM
ajis02-1539	359	3	and	and	CCONJ
ajis02-1539	359	4	forex++	forex++	ADJ
ajis02-1539	359	5	rules	rule	NOUN
ajis02-1539	359	6	,	,	PUNCT
ajis02-1539	359	7	we	we	PRON
ajis02-1539	359	8	see	see	VERB
ajis02-1539	359	9	that	that	SCONJ
ajis02-1539	359	10	forex++	forex++	ADJ
ajis02-1539	359	11	rules	rule	NOUN
ajis02-1539	359	12	prevail	prevail	VERB
ajis02-1539	359	13	quantitatively	quantitatively	ADV
ajis02-1539	359	14	with	with	ADP
ajis02-1539	359	15	better	well	ADJ
ajis02-1539	359	16	average	average	ADJ
ajis02-1539	359	17	acc	acc	PROPN
ajis02-1539	359	18	,	,	PUNCT
ajis02-1539	359	19	average	average	ADJ
ajis02-1539	359	20	cov	cov	NOUN
ajis02-1539	359	21	,	,	PUNCT
ajis02-1539	359	22	average	average	ADJ
ajis02-1539	359	23	len	len	ADJ
ajis02-1539	359	24	and	and	CCONJ
ajis02-1539	359	25	distinct	distinct	ADJ
ajis02-1539	359	26	root	root	NOUN
ajis02-1539	359	27	nodes	node	NOUN
ajis02-1539	359	28	even	even	ADV
ajis02-1539	359	29	when	when	SCONJ
ajis02-1539	359	30	distinct	distinct	ADJ
ajis02-1539	359	31	class	class	NOUN
ajis02-1539	359	32	values	value	NOUN
ajis02-1539	359	33	remain	remain	VERB
ajis02-1539	359	34	the	the	DET
ajis02-1539	359	35	same	same	ADJ
ajis02-1539	359	36	.	.	PUNCT
ajis02-1539	360	1	as	as	SCONJ
ajis02-1539	360	2	was	be	AUX
ajis02-1539	360	3	done	do	VERB
ajis02-1539	360	4	before	before	ADV
ajis02-1539	360	5	,	,	PUNCT
ajis02-1539	360	6	we	we	PRON
ajis02-1539	360	7	now	now	ADV
ajis02-1539	360	8	discuss	discuss	VERB
ajis02-1539	360	9	some	some	PRON
ajis02-1539	360	10	of	of	ADP
ajis02-1539	360	11	the	the	DET
ajis02-1539	360	12	trends	trend	NOUN
ajis02-1539	360	13	that	that	PRON
ajis02-1539	360	14	exist	exist	VERB
ajis02-1539	360	15	in	in	ADP
ajis02-1539	360	16	forex++	forex++	ADJ
ajis02-1539	360	17	rules	rule	NOUN
ajis02-1539	360	18	from	from	ADP
ajis02-1539	360	19	forest	forest	NOUN
ajis02-1539	360	20	pa	pa	PROPN
ajis02-1539	360	21	wobs	wobs	PROPN
ajis02-1539	360	22	as	as	SCONJ
ajis02-1539	360	23	they	they	PRON
ajis02-1539	360	24	are	be	AUX
ajis02-1539	360	25	found	find	VERB
ajis02-1539	360	26	to	to	PART
ajis02-1539	360	27	be	be	AUX
ajis02-1539	360	28	the	the	PRON
ajis02-1539	360	29	most	most	ADV
ajis02-1539	360	30	accurate	accurate	ADJ
ajis02-1539	360	31	(	(	PUNCT
ajis02-1539	360	32	see	see	VERB
ajis02-1539	360	33	table	table	NOUN
ajis02-1539	360	34	6	6	NUM
ajis02-1539	360	35	)	)	PUNCT
ajis02-1539	360	36	.	.	PUNCT
ajis02-1539	361	1	the	the	DET
ajis02-1539	361	2	trends	trend	NOUN
ajis02-1539	361	3	are	be	AUX
ajis02-1539	361	4	discussed	discuss	VERB
ajis02-1539	361	5	as	as	SCONJ
ajis02-1539	361	6	follows	follow	VERB
ajis02-1539	361	7	.	.	PUNCT
ajis02-1539	362	1	trend	trend	NOUN
ajis02-1539	362	2	6	6	NUM
ajis02-1539	362	3	:	:	PUNCT
ajis02-1539	362	4	all	all	DET
ajis02-1539	362	5	9	9	NUM
ajis02-1539	362	6	rules	rule	NOUN
ajis02-1539	362	7	with	with	ADP
ajis02-1539	362	8	thal	thal	NOUN
ajis02-1539	362	9	=	=	SYM
ajis02-1539	362	10	3	3	NUM
ajis02-1539	362	11	have	have	VERB
ajis02-1539	362	12	the	the	DET
ajis02-1539	362	13	consequent	consequent	ADJ
ajis02-1539	362	14	“	"	PUNCT
ajis02-1539	362	15	absence	absence	NOUN
ajis02-1539	362	16	”	"	PUNCT
ajis02-1539	362	17	(	(	PUNCT
ajis02-1539	362	18	average	average	ADJ
ajis02-1539	362	19	acc	acc	NOUN
ajis02-1539	362	20	and	and	CCONJ
ajis02-1539	362	21	average	average	ADJ
ajis02-1539	362	22	cov	cov	NOUN
ajis02-1539	362	23	of	of	ADP
ajis02-1539	362	24	these	these	DET
ajis02-1539	362	25	rules	rule	NOUN
ajis02-1539	362	26	are	be	AUX
ajis02-1539	362	27	95	95	NUM
ajis02-1539	362	28	%	%	NOUN
ajis02-1539	362	29	and	and	CCONJ
ajis02-1539	362	30	24	24	NUM
ajis02-1539	362	31	%	%	NOUN
ajis02-1539	362	32	respectively	respectively	ADV
ajis02-1539	362	33	)	)	PUNCT
ajis02-1539	362	34	.	.	PUNCT
ajis02-1539	363	1	this	this	PRON
ajis02-1539	363	2	indicates	indicate	VERB
ajis02-1539	363	3	that	that	SCONJ
ajis02-1539	363	4	when	when	SCONJ
ajis02-1539	363	5	there	there	PRON
ajis02-1539	363	6	is	be	VERB
ajis02-1539	363	7	normal	normal	ADJ
ajis02-1539	363	8	blood	blood	NOUN
ajis02-1539	363	9	flow	flow	NOUN
ajis02-1539	363	10	in	in	ADP
ajis02-1539	363	11	the	the	DET
ajis02-1539	363	12	heart	heart	NOUN
ajis02-1539	363	13	,	,	PUNCT
ajis02-1539	363	14	there	there	PRON
ajis02-1539	363	15	is	be	VERB
ajis02-1539	363	16	lower	low	ADJ
ajis02-1539	363	17	chance	chance	NOUN
ajis02-1539	363	18	of	of	ADP
ajis02-1539	363	19	having	have	VERB
ajis02-1539	363	20	heart	heart	NOUN
ajis02-1539	363	21	disease	disease	NOUN
ajis02-1539	363	22	.	.	PUNCT
ajis02-1539	364	1	all	all	DET
ajis02-1539	364	2	5	5	NUM
ajis02-1539	364	3	rules	rule	NOUN
ajis02-1539	364	4	with	with	ADP
ajis02-1539	364	5	thal	thal	NOUN
ajis02-1539	364	6	=	=	SYM
ajis02-1539	364	7	7	7	NUM
ajis02-1539	364	8	have	have	VERB
ajis02-1539	364	9	the	the	DET
ajis02-1539	364	10	consequent	consequent	ADJ
ajis02-1539	364	11	“	"	PUNCT
ajis02-1539	364	12	presence	presence	NOUN
ajis02-1539	364	13	”	"	PUNCT
ajis02-1539	364	14	(	(	PUNCT
ajis02-1539	364	15	average	average	ADJ
ajis02-1539	364	16	acc	acc	PROPN
ajis02-1539	364	17	:	:	PUNCT
ajis02-1539	364	18	99	99	NUM
ajis02-1539	364	19	%	%	NOUN
ajis02-1539	364	20	,	,	PUNCT
ajis02-1539	364	21	average	average	ADJ
ajis02-1539	364	22	cov	cov	NOUN
ajis02-1539	364	23	:	:	PUNCT
ajis02-1539	364	24	17	17	NUM
ajis02-1539	364	25	%	%	NOUN
ajis02-1539	364	26	)	)	PUNCT
ajis02-1539	364	27	.	.	PUNCT
ajis02-1539	365	1	this	this	PRON
ajis02-1539	365	2	indicates	indicate	VERB
ajis02-1539	365	3	that	that	SCONJ
ajis02-1539	365	4	when	when	SCONJ
ajis02-1539	365	5	the	the	DET
ajis02-1539	365	6	heart	heart	NOUN
ajis02-1539	365	7	is	be	AUX
ajis02-1539	365	8	not	not	PART
ajis02-1539	365	9	supplied	supply	VERB
ajis02-1539	365	10	with	with	ADP
ajis02-1539	365	11	enough	enough	ADJ
ajis02-1539	365	12	blood	blood	NOUN
ajis02-1539	365	13	flow	flow	NOUN
ajis02-1539	365	14	under	under	ADP
ajis02-1539	365	15	stress	stress	NOUN
ajis02-1539	365	16	,	,	PUNCT
ajis02-1539	365	17	heart	heart	NOUN
ajis02-1539	365	18	disease	disease	NOUN
ajis02-1539	365	19	may	may	AUX
ajis02-1539	365	20	occur	occur	VERB
ajis02-1539	365	21	.	.	PUNCT
ajis02-1539	366	1	in	in	ADP
ajis02-1539	366	2	this	this	DET
ajis02-1539	366	3	case	case	NOUN
ajis02-1539	366	4	,	,	PUNCT
ajis02-1539	366	5	with	with	ADP
ajis02-1539	366	6	thal	thal	NOUN
ajis02-1539	366	7	=	=	PROPN
ajis02-1539	366	8	7	7	NUM
ajis02-1539	366	9	the	the	DET
ajis02-1539	366	10	heart	heart	NOUN
ajis02-1539	366	11	has	have	VERB
ajis02-1539	366	12	good	good	ADJ
ajis02-1539	366	13	blood	blood	NOUN
ajis02-1539	366	14	flow	flow	NOUN
ajis02-1539	366	15	at	at	ADP
ajis02-1539	366	16	rest	rest	NOUN
ajis02-1539	366	17	and	and	CCONJ
ajis02-1539	366	18	thus	thus	ADV
ajis02-1539	366	19	the	the	DET
ajis02-1539	366	20	defect	defect	NOUN
ajis02-1539	366	21	is	be	AUX
ajis02-1539	366	22	reversible	reversible	ADJ
ajis02-1539	366	23	(	(	PUNCT
ajis02-1539	366	24	meaning	mean	VERB
ajis02-1539	366	25	the	the	DET
ajis02-1539	366	26	heart	heart	NOUN
ajis02-1539	366	27	muscles	muscle	NOUN
ajis02-1539	366	28	are	be	AUX
ajis02-1539	366	29	still	still	ADV
ajis02-1539	366	30	salvageable	salvageable	ADJ
ajis02-1539	366	31	and	and	CCONJ
ajis02-1539	366	32	a	a	DET
ajis02-1539	366	33	surgical	surgical	ADJ
ajis02-1539	366	34	procedure	procedure	NOUN
ajis02-1539	366	35	may	may	AUX
ajis02-1539	366	36	prevent	prevent	VERB
ajis02-1539	366	37	a	a	DET
ajis02-1539	366	38	future	future	ADJ
ajis02-1539	366	39	heart	heart	NOUN
ajis02-1539	366	40	attack	attack	NOUN
ajis02-1539	366	41	)	)	PUNCT
ajis02-1539	366	42	.	.	PUNCT
ajis02-1539	367	1	trend	trend	NOUN
ajis02-1539	367	2	7	7	NUM
ajis02-1539	367	3	:	:	PUNCT
ajis02-1539	367	4	all	all	PRON
ajis02-1539	367	5	11	11	NUM
ajis02-1539	367	6	rules	rule	NOUN
ajis02-1539	367	7	with	with	ADP
ajis02-1539	367	8	chest	chest	NOUN
ajis02-1539	367	9	pain	pain	NOUN
ajis02-1539	367	10	type	type	NOUN
ajis02-1539	367	11	=	=	SYM
ajis02-1539	367	12	2	2	NUM
ajis02-1539	367	13	or	or	CCONJ
ajis02-1539	367	14	3	3	NUM
ajis02-1539	367	15	have	have	VERB
ajis02-1539	367	16	the	the	DET
ajis02-1539	367	17	consequent	consequent	ADJ
ajis02-1539	367	18	“	"	PUNCT
ajis02-1539	367	19	absence	absence	NOUN
ajis02-1539	367	20	”	"	PUNCT
ajis02-1539	367	21	(	(	PUNCT
ajis02-1539	367	22	average	average	ADJ
ajis02-1539	367	23	acc	acc	PROPN
ajis02-1539	367	24	:	:	PUNCT
ajis02-1539	367	25	92	92	NUM
ajis02-1539	367	26	%	%	NOUN
ajis02-1539	367	27	,	,	PUNCT
ajis02-1539	367	28	average	average	ADJ
ajis02-1539	367	29	cov	cov	NOUN
ajis02-1539	367	30	:	:	PUNCT
ajis02-1539	367	31	16	16	NUM
ajis02-1539	367	32	%	%	NOUN
ajis02-1539	367	33	)	)	PUNCT
ajis02-1539	367	34	.	.	PUNCT
ajis02-1539	368	1	this	this	PRON
ajis02-1539	368	2	means	mean	VERB
ajis02-1539	368	3	that	that	SCONJ
ajis02-1539	368	4	patients	patient	NOUN
ajis02-1539	368	5	with	with	ADP
ajis02-1539	368	6	atypical	atypical	ADJ
ajis02-1539	368	7	or	or	CCONJ
ajis02-1539	368	8	non	non	ADJ
ajis02-1539	368	9	-	-	ADJ
ajis02-1539	368	10	anginal	anginal	ADJ
ajis02-1539	368	11	pain	pain	NOUN
ajis02-1539	368	12	have	have	VERB
ajis02-1539	368	13	lower	low	ADJ
ajis02-1539	368	14	chance	chance	NOUN
ajis02-1539	368	15	of	of	ADP
ajis02-1539	368	16	having	have	VERB
ajis02-1539	368	17	heart	heart	NOUN
ajis02-1539	368	18	disease	disease	NOUN
ajis02-1539	368	19	.	.	PUNCT
ajis02-1539	369	1	all	all	DET
ajis02-1539	369	2	9	9	NUM
ajis02-1539	369	3	rules	rule	NOUN
ajis02-1539	369	4	with	with	ADP
ajis02-1539	369	5	chest	chest	NOUN
ajis02-1539	369	6	pain	pain	NOUN
ajis02-1539	369	7	type	type	NOUN
ajis02-1539	369	8	=	=	NOUN
ajis02-1539	369	9	4	4	NUM
ajis02-1539	369	10	have	have	VERB
ajis02-1539	369	11	the	the	DET
ajis02-1539	369	12	consequent	consequent	ADJ
ajis02-1539	369	13	“	"	PUNCT
ajis02-1539	369	14	presence	presence	NOUN
ajis02-1539	369	15	”	"	PUNCT
ajis02-1539	369	16	(	(	PUNCT
ajis02-1539	369	17	average	average	ADJ
ajis02-1539	369	18	acc	acc	PROPN
ajis02-1539	369	19	:	:	PUNCT
ajis02-1539	369	20	96	96	NUM
ajis02-1539	369	21	%	%	NOUN
ajis02-1539	369	22	,	,	PUNCT
ajis02-1539	369	23	average	average	ADJ
ajis02-1539	369	24	cov	cov	NOUN
ajis02-1539	369	25	:	:	PUNCT
ajis02-1539	369	26	15	15	NUM
ajis02-1539	369	27	%	%	NOUN
ajis02-1539	369	28	)	)	PUNCT
ajis02-1539	369	29	.	.	PUNCT
ajis02-1539	370	1	this	this	PRON
ajis02-1539	370	2	means	mean	VERB
ajis02-1539	370	3	that	that	SCONJ
ajis02-1539	370	4	patients	patient	NOUN
ajis02-1539	370	5	with	with	ADP
ajis02-1539	370	6	asymptomatic	asymptomatic	ADJ
ajis02-1539	370	7	pain	pain	NOUN
ajis02-1539	370	8	(	(	PUNCT
ajis02-1539	370	9	who	who	PRON
ajis02-1539	370	10	have	have	AUX
ajis02-1539	370	11	had	have	VERB
ajis02-1539	370	12	previous	previous	ADJ
ajis02-1539	370	13	heart	heart	NOUN
ajis02-1539	370	14	attack	attack	NOUN
ajis02-1539	370	15	or	or	CCONJ
ajis02-1539	370	16	diabetes	diabetes	NOUN
ajis02-1539	370	17	)	)	PUNCT
ajis02-1539	370	18	are	be	AUX
ajis02-1539	370	19	especially	especially	ADV
ajis02-1539	370	20	at	at	ADP
ajis02-1539	370	21	risk	risk	NOUN
ajis02-1539	370	22	of	of	ADP
ajis02-1539	370	23	developing	develop	VERB
ajis02-1539	370	24	a	a	DET
ajis02-1539	370	25	silent	silent	ADJ
ajis02-1539	370	26	ischemia	ischemia	NOUN
ajis02-1539	370	27	.	.	PUNCT
ajis02-1539	371	1	trend	trend	NOUN
ajis02-1539	371	2	8	8	NUM
ajis02-1539	371	3	:	:	PUNCT
ajis02-1539	371	4	all	all	DET
ajis02-1539	371	5	7	7	NUM
ajis02-1539	371	6	rules	rule	NOUN
ajis02-1539	371	7	with	with	ADP
ajis02-1539	371	8	major	major	ADJ
ajis02-1539	371	9	vessels	vessel	NOUN
ajis02-1539	371	10	colored	color	VERB
ajis02-1539	371	11	=	=	SYM
ajis02-1539	371	12	0	0	PUNCT
ajis02-1539	371	13	have	have	VERB
ajis02-1539	371	14	the	the	DET
ajis02-1539	371	15	consequent	consequent	ADJ
ajis02-1539	371	16	“	"	PUNCT
ajis02-1539	371	17	absence	absence	NOUN
ajis02-1539	371	18	”	"	PUNCT
ajis02-1539	371	19	(	(	PUNCT
ajis02-1539	371	20	average	average	ADJ
ajis02-1539	371	21	acc	acc	PROPN
ajis02-1539	371	22	:	:	PUNCT
ajis02-1539	371	23	93	93	NUM
ajis02-1539	371	24	%	%	NOUN
ajis02-1539	371	25	,	,	PUNCT
ajis02-1539	371	26	average	average	ADJ
ajis02-1539	371	27	cov	cov	NOUN
ajis02-1539	371	28	:	:	PUNCT
ajis02-1539	371	29	26	26	NUM
ajis02-1539	371	30	%	%	NOUN
ajis02-1539	371	31	)	)	PUNCT
ajis02-1539	371	32	,	,	PUNCT
ajis02-1539	371	33	which	which	PRON
ajis02-1539	371	34	indicates	indicate	VERB
ajis02-1539	371	35	that	that	SCONJ
ajis02-1539	371	36	patients	patient	NOUN
ajis02-1539	371	37	with	with	ADP
ajis02-1539	371	38	no	no	DET
ajis02-1539	371	39	coronary	coronary	ADJ
ajis02-1539	371	40	arteries	artery	NOUN
ajis02-1539	371	41	being	be	AUX
ajis02-1539	371	42	blocked	block	VERB
ajis02-1539	371	43	may	may	AUX
ajis02-1539	371	44	not	not	PART
ajis02-1539	371	45	suffer	suffer	VERB
ajis02-1539	371	46	from	from	ADP
ajis02-1539	371	47	heart	heart	NOUN
ajis02-1539	371	48	disease	disease	NOUN
ajis02-1539	371	49	.	.	PUNCT
ajis02-1539	372	1	all	all	DET
ajis02-1539	372	2	12	12	NUM
ajis02-1539	372	3	rules	rule	NOUN
ajis02-1539	372	4	with	with	ADP
ajis02-1539	372	5	major	major	ADJ
ajis02-1539	372	6	vessels	vessel	NOUN
ajis02-1539	372	7	colored	color	VERB
ajis02-1539	372	8	=	=	SYM
ajis02-1539	372	9	1	1	NUM
ajis02-1539	372	10	or	or	CCONJ
ajis02-1539	372	11	2	2	NUM
ajis02-1539	372	12	have	have	VERB
ajis02-1539	372	13	the	the	DET
ajis02-1539	372	14	consequent	consequent	ADJ
ajis02-1539	372	15	“	"	PUNCT
ajis02-1539	372	16	presence	presence	NOUN
ajis02-1539	372	17	”	"	PUNCT
ajis02-1539	372	18	(	(	PUNCT
ajis02-1539	372	19	average	average	ADJ
ajis02-1539	372	20	acc	acc	PROPN
ajis02-1539	372	21	:	:	PUNCT
ajis02-1539	372	22	98	98	NUM
ajis02-1539	372	23	%	%	NOUN
ajis02-1539	372	24	,	,	PUNCT
ajis02-1539	372	25	average	average	ADJ
ajis02-1539	372	26	cov	cov	NOUN
ajis02-1539	372	27	:	:	PUNCT
ajis02-1539	372	28	8	8	NUM
ajis02-1539	372	29	%	%	NOUN
ajis02-1539	372	30	)	)	PUNCT
ajis02-1539	372	31	,	,	PUNCT
ajis02-1539	372	32	which	which	PRON
ajis02-1539	372	33	indicates	indicate	VERB
ajis02-1539	372	34	that	that	SCONJ
ajis02-1539	372	35	if	if	SCONJ
ajis02-1539	372	36	there	there	PRON
ajis02-1539	372	37	are	be	VERB
ajis02-1539	372	38	blockage	blockage	NOUN
ajis02-1539	372	39	or	or	CCONJ
ajis02-1539	372	40	narrowing	narrowing	NOUN
ajis02-1539	372	41	of	of	ADP
ajis02-1539	372	42	some	some	PRON
ajis02-1539	372	43	of	of	ADP
ajis02-1539	372	44	the	the	DET
ajis02-1539	372	45	coronary	coronary	ADJ
ajis02-1539	372	46	arteries	artery	NOUN
ajis02-1539	372	47	,	,	PUNCT
ajis02-1539	372	48	there	there	PRON
ajis02-1539	372	49	is	be	VERB
ajis02-1539	372	50	a	a	DET
ajis02-1539	372	51	high	high	ADJ
ajis02-1539	372	52	chance	chance	NOUN
ajis02-1539	372	53	of	of	ADP
ajis02-1539	372	54	having	have	VERB
ajis02-1539	372	55	heart	heart	NOUN
ajis02-1539	372	56	disease	disease	NOUN
ajis02-1539	372	57	.	.	PUNCT
ajis02-1539	373	1	trend	trend	NOUN
ajis02-1539	373	2	9	9	NUM
ajis02-1539	373	3	:	:	PUNCT
ajis02-1539	373	4	all	all	DET
ajis02-1539	373	5	4	4	NUM
ajis02-1539	373	6	rules	rule	NOUN
ajis02-1539	373	7	with	with	ADP
ajis02-1539	373	8	age	age	NOUN
ajis02-1539	373	9	<	<	X
ajis02-1539	373	10	=	=	SYM
ajis02-1539	373	11	59	59	NUM
ajis02-1539	373	12	have	have	VERB
ajis02-1539	373	13	the	the	DET
ajis02-1539	373	14	consequent	consequent	ADJ
ajis02-1539	373	15	“	"	PUNCT
ajis02-1539	373	16	absence	absence	NOUN
ajis02-1539	373	17	”	"	PUNCT
ajis02-1539	373	18	(	(	PUNCT
ajis02-1539	373	19	average	average	ADJ
ajis02-1539	373	20	acc	acc	PROPN
ajis02-1539	373	21	:	:	PUNCT
ajis02-1539	373	22	95	95	NUM
ajis02-1539	373	23	%	%	NOUN
ajis02-1539	373	24	,	,	PUNCT
ajis02-1539	373	25	average	average	ADJ
ajis02-1539	373	26	cov	cov	NOUN
ajis02-1539	373	27	:	:	PUNCT
ajis02-1539	373	28	24	24	NUM
ajis02-1539	373	29	%	%	NOUN
ajis02-1539	373	30	)	)	PUNCT
ajis02-1539	373	31	.	.	PUNCT
ajis02-1539	374	1	all	all	DET
ajis02-1539	374	2	4	4	NUM
ajis02-1539	374	3	rules	rule	NOUN
ajis02-1539	374	4	with	with	ADP
ajis02-1539	374	5	age	age	NOUN
ajis02-1539	374	6	between	between	ADP
ajis02-1539	374	7	59	59	NUM
ajis02-1539	374	8	and	and	CCONJ
ajis02-1539	374	9	63	63	NUM
ajis02-1539	374	10	have	have	VERB
ajis02-1539	374	11	the	the	DET
ajis02-1539	374	12	consequent	consequent	ADJ
ajis02-1539	374	13	“	"	PUNCT
ajis02-1539	374	14	presence	presence	NOUN
ajis02-1539	374	15	”	"	PUNCT
ajis02-1539	374	16	(	(	PUNCT
ajis02-1539	374	17	average	average	ADJ
ajis02-1539	374	18	acc	acc	PROPN
ajis02-1539	374	19	:	:	PUNCT
ajis02-1539	374	20	98	98	NUM
ajis02-1539	374	21	%	%	NOUN
ajis02-1539	374	22	,	,	PUNCT
ajis02-1539	374	23	average	average	ADJ
ajis02-1539	374	24	cov	cov	NOUN
ajis02-1539	374	25	:	:	PUNCT
ajis02-1539	374	26	9	9	NUM
ajis02-1539	374	27	%	%	NOUN
ajis02-1539	374	28	)	)	PUNCT
ajis02-1539	374	29	.	.	PUNCT
ajis02-1539	375	1	this	this	PRON
ajis02-1539	375	2	indicates	indicate	VERB
ajis02-1539	375	3	that	that	SCONJ
ajis02-1539	375	4	higher	high	ADJ
ajis02-1539	375	5	the	the	DET
ajis02-1539	375	6	age	age	NOUN
ajis02-1539	375	7	,	,	PUNCT
ajis02-1539	375	8	higher	high	ADJ
ajis02-1539	375	9	the	the	DET
ajis02-1539	375	10	chance	chance	NOUN
ajis02-1539	375	11	of	of	ADP
ajis02-1539	375	12	heart	heart	NOUN
ajis02-1539	375	13	disease	disease	NOUN
ajis02-1539	375	14	as	as	SCONJ
ajis02-1539	375	15	ageing	age	VERB
ajis02-1539	375	16	causes	cause	VERB
ajis02-1539	375	17	cardiac	cardiac	ADJ
ajis02-1539	375	18	output	output	NOUN
ajis02-1539	375	19	to	to	PART
ajis02-1539	375	20	slow	slow	VERB
ajis02-1539	375	21	down	down	ADP
ajis02-1539	375	22	and	and	CCONJ
ajis02-1539	375	23	makes	make	VERB
ajis02-1539	375	24	atherosclerosis	atherosclerosis	NOUN
ajis02-1539	375	25	(	(	PUNCT
ajis02-1539	375	26	hardening	harden	VERB
ajis02-1539	375	27	and	and	CCONJ
ajis02-1539	375	28	narrowing	narrowing	NOUN
ajis02-1539	375	29	of	of	ADP
ajis02-1539	375	30	the	the	DET
ajis02-1539	375	31	arteries	artery	NOUN
ajis02-1539	375	32	)	)	PUNCT
ajis02-1539	375	33	to	to	PART
ajis02-1539	375	34	deter	deter	VERB
ajis02-1539	375	35	enough	enough	ADJ
ajis02-1539	375	36	blood	blood	NOUN
ajis02-1539	375	37	circulation	circulation	NOUN
ajis02-1539	375	38	in	in	ADP
ajis02-1539	375	39	the	the	DET
ajis02-1539	375	40	heart	heart	NOUN
ajis02-1539	375	41	.	.	PUNCT
ajis02-1539	376	1	trend	trend	NOUN
ajis02-1539	376	2	10	10	NUM
ajis02-1539	376	3	:	:	PUNCT
ajis02-1539	376	4	all	all	DET
ajis02-1539	376	5	4	4	NUM
ajis02-1539	376	6	rules	rule	NOUN
ajis02-1539	376	7	with	with	ADP
ajis02-1539	376	8	exercise	exercise	NOUN
ajis02-1539	376	9	induced	induce	VERB
ajis02-1539	376	10	angina	angina	NOUN
ajis02-1539	376	11	=	=	SYM
ajis02-1539	376	12	0	0	PUNCT
ajis02-1539	376	13	have	have	VERB
ajis02-1539	376	14	the	the	DET
ajis02-1539	376	15	consequent	consequent	ADJ
ajis02-1539	376	16	“	"	PUNCT
ajis02-1539	376	17	absence	absence	NOUN
ajis02-1539	376	18	”	"	PUNCT
ajis02-1539	376	19	(	(	PUNCT
ajis02-1539	376	20	average	average	ADJ
ajis02-1539	376	21	acc	acc	PROPN
ajis02-1539	376	22	:	:	PUNCT
ajis02-1539	376	23	94	94	NUM
ajis02-1539	376	24	%	%	NOUN
ajis02-1539	376	25	,	,	PUNCT
ajis02-1539	376	26	average	average	ADJ
ajis02-1539	376	27	cov	cov	NOUN
ajis02-1539	376	28	:	:	PUNCT
ajis02-1539	376	29	21	21	NUM
ajis02-1539	376	30	%	%	NOUN
ajis02-1539	376	31	)	)	PUNCT
ajis02-1539	376	32	.	.	PUNCT
ajis02-1539	377	1	this	this	PRON
ajis02-1539	377	2	indicates	indicate	VERB
ajis02-1539	377	3	that	that	SCONJ
ajis02-1539	377	4	if	if	SCONJ
ajis02-1539	377	5	the	the	DET
ajis02-1539	377	6	heart	heart	NOUN
ajis02-1539	377	7	gets	get	VERB
ajis02-1539	377	8	enough	enough	ADJ
ajis02-1539	377	9	blood	blood	NOUN
ajis02-1539	377	10	flow	flow	NOUN
ajis02-1539	377	11	under	under	ADP
ajis02-1539	377	12	stress	stress	NOUN
ajis02-1539	377	13	,	,	PUNCT
ajis02-1539	377	14	there	there	PRON
ajis02-1539	377	15	is	be	VERB
ajis02-1539	377	16	lower	low	ADJ
ajis02-1539	377	17	chance	chance	NOUN
ajis02-1539	377	18	of	of	ADP
ajis02-1539	377	19	having	have	VERB
ajis02-1539	377	20	heart	heart	NOUN
ajis02-1539	377	21	disease	disease	NOUN
ajis02-1539	377	22	(	(	PUNCT
ajis02-1539	377	23	also	also	ADV
ajis02-1539	377	24	see	see	VERB
ajis02-1539	377	25	trend	trend	NOUN
ajis02-1539	377	26	6	6	NUM
ajis02-1539	377	27	)	)	PUNCT
ajis02-1539	377	28	.	.	PUNCT
ajis02-1539	378	1	three	three	NUM
ajis02-1539	378	2	out	out	ADP
ajis02-1539	378	3	of	of	ADP
ajis02-1539	378	4	4	4	NUM
ajis02-1539	378	5	rules	rule	NOUN
ajis02-1539	378	6	with	with	ADP
ajis02-1539	378	7	exercise	exercise	NOUN
ajis02-1539	378	8	induced	induce	VERB
ajis02-1539	378	9	angina	angina	NOUN
ajis02-1539	378	10	=	=	SYM
ajis02-1539	378	11	1	1	NUM
ajis02-1539	378	12	have	have	VERB
ajis02-1539	378	13	the	the	DET
ajis02-1539	378	14	consequent	consequent	ADJ
ajis02-1539	378	15	“	"	PUNCT
ajis02-1539	378	16	presence	presence	NOUN
ajis02-1539	378	17	”	"	PUNCT
ajis02-1539	378	18	(	(	PUNCT
ajis02-1539	378	19	average	average	ADJ
ajis02-1539	378	20	acc	acc	PROPN
ajis02-1539	378	21	:	:	PUNCT
ajis02-1539	378	22	95	95	NUM
ajis02-1539	378	23	%	%	NOUN
ajis02-1539	378	24	,	,	PUNCT
ajis02-1539	378	25	average	average	ADJ
ajis02-1539	378	26	cov	cov	NOUN
ajis02-1539	378	27	:	:	PUNCT
ajis02-1539	378	28	12	12	NUM
ajis02-1539	378	29	%	%	NOUN
ajis02-1539	378	30	)	)	PUNCT
ajis02-1539	378	31	.	.	PUNCT
ajis02-1539	379	1	this	this	PRON
ajis02-1539	379	2	indicates	indicate	VERB
ajis02-1539	379	3	that	that	SCONJ
ajis02-1539	379	4	if	if	SCONJ
ajis02-1539	379	5	the	the	DET
ajis02-1539	379	6	heart	heart	NOUN
ajis02-1539	379	7	does	do	AUX
ajis02-1539	379	8	not	not	PART
ajis02-1539	379	9	get	get	VERB
ajis02-1539	379	10	enough	enough	ADJ
ajis02-1539	379	11	blood	blood	NOUN
ajis02-1539	379	12	flow	flow	NOUN
ajis02-1539	379	13	under	under	ADP
ajis02-1539	379	14	stress	stress	NOUN
ajis02-1539	379	15	then	then	ADV
ajis02-1539	379	16	there	there	PRON
ajis02-1539	379	17	is	be	VERB
ajis02-1539	379	18	high	high	ADJ
ajis02-1539	379	19	chance	chance	NOUN
ajis02-1539	379	20	of	of	ADP
ajis02-1539	379	21	having	have	VERB
ajis02-1539	379	22	heart	heart	NOUN
ajis02-1539	379	23	disease	disease	NOUN
ajis02-1539	379	24	(	(	PUNCT
ajis02-1539	379	25	also	also	ADV
ajis02-1539	379	26	see	see	VERB
ajis02-1539	379	27	trend	trend	NOUN
ajis02-1539	379	28	6	6	NUM
ajis02-1539	379	29	)	)	PUNCT
ajis02-1539	379	30	.	.	PUNCT
ajis02-1539	380	1	the	the	DET
ajis02-1539	380	2	exceptional	exceptional	ADJ
ajis02-1539	380	3	rule	rule	NOUN
ajis02-1539	380	4	is	be	AUX
ajis02-1539	380	5	:	:	PUNCT
ajis02-1539	380	6	australasian	australasian	ADJ
ajis02-1539	380	7	journal	journal	NOUN
ajis02-1539	380	8	of	of	ADP
ajis02-1539	380	9	information	information	NOUN
ajis02-1539	380	10	systems	systems	PROPN
ajis02-1539	380	11	adnan	adnan	PROPN
ajis02-1539	380	12	&	&	CCONJ
ajis02-1539	380	13	islam	islam	PROPN
ajis02-1539	380	14	2017	2017	NUM
ajis02-1539	380	15	,	,	PUNCT
ajis02-1539	380	16	vol	vol	NOUN
ajis02-1539	380	17	21	21	NUM
ajis02-1539	380	18	,	,	PUNCT
ajis02-1539	380	19	selected	select	VERB
ajis02-1539	380	20	papers	paper	NOUN
ajis02-1539	380	21	from	from	ADP
ajis02-1539	380	22	ausdm	ausdm	PROPN
ajis02-1539	380	23	forex++	forex++	ADJ
ajis02-1539	380	24	:	:	PUNCT
ajis02-1539	380	25	knowledge	knowledge	NOUN
ajis02-1539	380	26	discovery	discovery	NOUN
ajis02-1539	380	27	from	from	ADP
ajis02-1539	380	28	decision	decision	NOUN
ajis02-1539	380	29	forests	forest	NOUN
ajis02-1539	380	30	17	17	NUM
ajis02-1539	380	31			NOUN
ajis02-1539	381	1	if	if	SCONJ
ajis02-1539	381	2	major	major	ADJ
ajis02-1539	381	3	vessels	vessel	NOUN
ajis02-1539	381	4	colored	color	VERB
ajis02-1539	381	5	=	=	SYM
ajis02-1539	381	6	0	0	NUM
ajis02-1539	381	7	and	and	CCONJ
ajis02-1539	381	8	exercise	exercise	VERB
ajis02-1539	381	9	induced	induce	VERB
ajis02-1539	381	10	angina	angina	NOUN
ajis02-1539	381	11	=	=	SYM
ajis02-1539	381	12	1	1	NUM
ajis02-1539	381	13	and	and	CCONJ
ajis02-1539	381	14	oldpeak	oldpeak	VERB
ajis02-1539	381	15	<	<	X
ajis02-1539	381	16	=	=	NOUN
ajis02-1539	381	17	1.5	1.5	NUM
ajis02-1539	381	18	and	and	CCONJ
ajis02-1539	381	19	resting	rest	VERB
ajis02-1539	381	20	blood	blood	NOUN
ajis02-1539	381	21	pressure	pressure	NOUN
ajis02-1539	381	22	(	(	PUNCT
ajis02-1539	381	23	systolic	systolic	ADV
ajis02-1539	381	24	)	)	PUNCT
ajis02-1539	381	25	<	<	X
ajis02-1539	381	26	=	=	SYM
ajis02-1539	381	27	156	156	NUM
ajis02-1539	381	28	then	then	ADV
ajis02-1539	381	29	a	a	DET
ajis02-1539	381	30	(	(	PUNCT
ajis02-1539	381	31	acc	acc	NOUN
ajis02-1539	381	32	:	:	PUNCT
ajis02-1539	381	33	88	88	NUM
ajis02-1539	381	34	%	%	NOUN
ajis02-1539	381	35	,	,	PUNCT
ajis02-1539	381	36	cov	cov	NOUN
ajis02-1539	381	37	:	:	PUNCT
ajis02-1539	381	38	6	6	NUM
ajis02-1539	381	39	%	%	NOUN
ajis02-1539	381	40	)	)	PUNCT
ajis02-1539	381	41	.	.	PUNCT
ajis02-1539	382	1	in	in	ADP
ajis02-1539	382	2	the	the	DET
ajis02-1539	382	3	exceptional	exceptional	ADJ
ajis02-1539	382	4	rule	rule	NOUN
ajis02-1539	382	5	,	,	PUNCT
ajis02-1539	382	6	we	we	PRON
ajis02-1539	382	7	see	see	VERB
ajis02-1539	382	8	that	that	SCONJ
ajis02-1539	382	9	there	there	PRON
ajis02-1539	382	10	is	be	VERB
ajis02-1539	382	11	no	no	DET
ajis02-1539	382	12	blockage	blockage	NOUN
ajis02-1539	382	13	in	in	ADP
ajis02-1539	382	14	the	the	DET
ajis02-1539	382	15	coronary	coronary	ADJ
ajis02-1539	382	16	arteries	artery	NOUN
ajis02-1539	382	17	(	(	PUNCT
ajis02-1539	382	18	major	major	ADJ
ajis02-1539	382	19	vessels	vessel	NOUN
ajis02-1539	382	20	colored	color	VERB
ajis02-1539	382	21	=	=	SYM
ajis02-1539	382	22	0	0	NUM
ajis02-1539	382	23	)	)	PUNCT
ajis02-1539	382	24	and	and	CCONJ
ajis02-1539	382	25	thus	thus	ADV
ajis02-1539	382	26	the	the	DET
ajis02-1539	382	27	pain	pain	NOUN
ajis02-1539	382	28	may	may	AUX
ajis02-1539	382	29	not	not	PART
ajis02-1539	382	30	originate	originate	VERB
ajis02-1539	382	31	from	from	ADP
ajis02-1539	382	32	the	the	DET
ajis02-1539	382	33	heart	heart	NOUN
ajis02-1539	382	34	.	.	PUNCT
ajis02-1539	383	1	trend	trend	NOUN
ajis02-1539	383	2	11	11	NUM
ajis02-1539	383	3	:	:	SYM
ajis02-1539	383	4	2	2	NUM
ajis02-1539	383	5	out	out	ADP
ajis02-1539	383	6	of	of	ADP
ajis02-1539	383	7	3	3	NUM
ajis02-1539	383	8	rules	rule	NOUN
ajis02-1539	383	9	with	with	ADP
ajis02-1539	383	10	serum	serum	NOUN
ajis02-1539	383	11	cholesterol	cholesterol	NOUN
ajis02-1539	383	12	<	<	X
ajis02-1539	383	13	=	=	SYM
ajis02-1539	383	14	304	304	NUM
ajis02-1539	383	15	have	have	VERB
ajis02-1539	383	16	the	the	DET
ajis02-1539	383	17	consequent	consequent	ADJ
ajis02-1539	383	18	“	"	PUNCT
ajis02-1539	383	19	presence	presence	NOUN
ajis02-1539	383	20	”	"	PUNCT
ajis02-1539	383	21	.	.	PUNCT
ajis02-1539	384	1	the	the	DET
ajis02-1539	384	2	exceptional	exceptional	ADJ
ajis02-1539	384	3	rule	rule	NOUN
ajis02-1539	384	4	is	be	AUX
ajis02-1539	384	5	:	:	PUNCT
ajis02-1539	384	6			ADJ
ajis02-1539	384	7	if	if	SCONJ
ajis02-1539	384	8	exercise	exercise	NOUN
ajis02-1539	384	9	induced	induce	VERB
ajis02-1539	384	10	angina	angina	NOUN
ajis02-1539	384	11	=	=	SYM
ajis02-1539	384	12	0	0	NUM
ajis02-1539	384	13	and	and	CCONJ
ajis02-1539	384	14	major	major	ADJ
ajis02-1539	384	15	vessels	vessel	NOUN
ajis02-1539	384	16	colored	color	VERB
ajis02-1539	384	17	=	=	SYM
ajis02-1539	384	18	0	0	NUM
ajis02-1539	384	19	and	and	CCONJ
ajis02-1539	384	20	gender	gender	NOUN
ajis02-1539	384	21	=	=	SYM
ajis02-1539	384	22	f	f	PROPN
ajis02-1539	384	23	and	and	CCONJ
ajis02-1539	384	24	serum	serum	VERB
ajis02-1539	384	25	cholesterol	cholesterol	NOUN
ajis02-1539	384	26	<	<	X
ajis02-1539	384	27	=	=	PROPN
ajis02-1539	384	28	304	304	NUM
ajis02-1539	384	29	then	then	ADV
ajis02-1539	384	30	a	a	DET
ajis02-1539	384	31	(	(	PUNCT
ajis02-1539	384	32	acc	acc	NOUN
ajis02-1539	384	33	:	:	PUNCT
ajis02-1539	384	34	100	100	NUM
ajis02-1539	384	35	%	%	NOUN
ajis02-1539	384	36	,	,	PUNCT
ajis02-1539	384	37	cov	cov	NOUN
ajis02-1539	384	38	:	:	PUNCT
ajis02-1539	384	39	1	1	NUM
ajis02-1539	384	40	%	%	NOUN
ajis02-1539	384	41	)	)	PUNCT
ajis02-1539	384	42	.	.	PUNCT
ajis02-1539	385	1	the	the	DET
ajis02-1539	385	2	exceptional	exceptional	ADJ
ajis02-1539	385	3	rule	rule	NOUN
ajis02-1539	385	4	indicates	indicate	VERB
ajis02-1539	385	5	that	that	SCONJ
ajis02-1539	385	6	females	female	NOUN
ajis02-1539	385	7	may	may	AUX
ajis02-1539	385	8	withstand	withstand	VERB
ajis02-1539	385	9	higher	high	ADJ
ajis02-1539	385	10	serum	serum	NOUN
ajis02-1539	385	11	cholesterol	cholesterol	NOUN
ajis02-1539	385	12	level	level	NOUN
ajis02-1539	385	13	due	due	ADP
ajis02-1539	385	14	to	to	ADP
ajis02-1539	385	15	their	their	PRON
ajis02-1539	385	16	hormonal	hormonal	ADJ
ajis02-1539	385	17	protection	protection	NOUN
ajis02-1539	385	18	.	.	PUNCT
ajis02-1539	386	1	based	base	VERB
ajis02-1539	386	2	on	on	ADP
ajis02-1539	386	3	the	the	DET
ajis02-1539	386	4	indication	indication	NOUN
ajis02-1539	386	5	,	,	PUNCT
ajis02-1539	386	6	we	we	PRON
ajis02-1539	386	7	apply	apply	VERB
ajis02-1539	386	8	sql	sql	NOUN
ajis02-1539	386	9	on	on	ADP
ajis02-1539	386	10	the	the	DET
ajis02-1539	386	11	statlog	statlog	NOUN
ajis02-1539	386	12	(	(	PUNCT
ajis02-1539	386	13	heart	heart	NOUN
ajis02-1539	386	14	)	)	PUNCT
ajis02-1539	386	15	data	datum	NOUN
ajis02-1539	386	16	set	set	VERB
ajis02-1539	386	17	and	and	CCONJ
ajis02-1539	386	18	find	find	VERB
ajis02-1539	386	19	that	that	SCONJ
ajis02-1539	386	20	the	the	DET
ajis02-1539	386	21	average	average	ADJ
ajis02-1539	386	22	serum	serum	NOUN
ajis02-1539	386	23	cholesterol	cholesterol	NOUN
ajis02-1539	386	24	level	level	NOUN
ajis02-1539	386	25	for	for	ADP
ajis02-1539	386	26	females	female	NOUN
ajis02-1539	386	27	with	with	ADP
ajis02-1539	386	28	heart	heart	NOUN
ajis02-1539	386	29	disease	disease	NOUN
ajis02-1539	386	30	is	be	AUX
ajis02-1539	386	31	290	290	NUM
ajis02-1539	386	32	and	and	CCONJ
ajis02-1539	386	33	without	without	ADP
ajis02-1539	386	34	heart	heart	NOUN
ajis02-1539	386	35	disease	disease	NOUN
ajis02-1539	386	36	is	be	AUX
ajis02-1539	386	37	257.2	257.2	NUM
ajis02-1539	386	38	.	.	PUNCT
ajis02-1539	387	1	on	on	ADP
ajis02-1539	387	2	the	the	DET
ajis02-1539	387	3	other	other	ADJ
ajis02-1539	387	4	hand	hand	NOUN
ajis02-1539	387	5	,	,	PUNCT
ajis02-1539	387	6	the	the	DET
ajis02-1539	387	7	average	average	ADJ
ajis02-1539	387	8	serum	serum	NOUN
ajis02-1539	387	9	cholesterol	cholesterol	NOUN
ajis02-1539	387	10	level	level	NOUN
ajis02-1539	387	11	for	for	ADP
ajis02-1539	387	12	males	male	NOUN
ajis02-1539	387	13	with	with	ADP
ajis02-1539	387	14	heart	heart	NOUN
ajis02-1539	387	15	disease	disease	NOUN
ajis02-1539	387	16	is	be	AUX
ajis02-1539	387	17	249.8	249.8	NUM
ajis02-1539	387	18	and	and	CCONJ
ajis02-1539	387	19	without	without	ADP
ajis02-1539	387	20	heart	heart	NOUN
ajis02-1539	387	21	disease	disease	NOUN
ajis02-1539	387	22	is	be	AUX
ajis02-1539	387	23	233.7	233.7	NUM
ajis02-1539	387	24	.	.	NOUN
ajis02-1539	387	25	5	5	NUM
ajis02-1539	387	26	conclusion	conclusion	NOUN
ajis02-1539	387	27	in	in	ADP
ajis02-1539	387	28	this	this	DET
ajis02-1539	387	29	paper	paper	NOUN
ajis02-1539	387	30	we	we	PRON
ajis02-1539	387	31	propose	propose	VERB
ajis02-1539	387	32	a	a	DET
ajis02-1539	387	33	new	new	ADJ
ajis02-1539	387	34	,	,	PUNCT
ajis02-1539	387	35	data	datum	NOUN
ajis02-1539	387	36	set	set	VERB
ajis02-1539	387	37	independent	independent	ADJ
ajis02-1539	387	38	framework	framework	NOUN
ajis02-1539	387	39	(	(	PUNCT
ajis02-1539	387	40	forex++	forex++	ADJ
ajis02-1539	387	41	)	)	PUNCT
ajis02-1539	387	42	for	for	ADP
ajis02-1539	387	43	extracting	extract	VERB
ajis02-1539	387	44	a	a	DET
ajis02-1539	387	45	subset	subset	NOUN
ajis02-1539	387	46	of	of	ADP
ajis02-1539	387	47	decision	decision	NOUN
ajis02-1539	387	48	forest	forest	NOUN
ajis02-1539	387	49	rules	rule	NOUN
ajis02-1539	387	50	that	that	PRON
ajis02-1539	387	51	are	be	AUX
ajis02-1539	387	52	comparatively	comparatively	ADV
ajis02-1539	387	53	more	more	ADV
ajis02-1539	387	54	accurate	accurate	ADJ
ajis02-1539	387	55	,	,	PUNCT
ajis02-1539	387	56	generalized	generalized	ADJ
ajis02-1539	387	57	and	and	CCONJ
ajis02-1539	387	58	concise	concise	ADJ
ajis02-1539	387	59	than	than	ADP
ajis02-1539	387	60	others	other	NOUN
ajis02-1539	387	61	.	.	PUNCT
ajis02-1539	388	1	we	we	PRON
ajis02-1539	388	2	apply	apply	VERB
ajis02-1539	388	3	forex++	forex++	ADJ
ajis02-1539	388	4	on	on	ADP
ajis02-1539	388	5	rules	rule	NOUN
ajis02-1539	388	6	generated	generate	VERB
ajis02-1539	388	7	by	by	ADP
ajis02-1539	388	8	random	random	ADJ
ajis02-1539	388	9	subspace	subspace	NOUN
ajis02-1539	388	10	and	and	CCONJ
ajis02-1539	388	11	forest	forest	NOUN
ajis02-1539	388	12	pa	pa	PROPN
ajis02-1539	388	13	without	without	ADP
ajis02-1539	388	14	bootstrap	bootstrap	NOUN
ajis02-1539	388	15	samples	sample	NOUN
ajis02-1539	388	16	from	from	ADP
ajis02-1539	388	17	two	two	NUM
ajis02-1539	388	18	different	different	ADJ
ajis02-1539	388	19	publicly	publicly	ADV
ajis02-1539	388	20	available	available	ADJ
ajis02-1539	388	21	medical	medical	ADJ
ajis02-1539	388	22	related	relate	VERB
ajis02-1539	388	23	data	data	NOUN
ajis02-1539	388	24	sets	set	NOUN
ajis02-1539	388	25	on	on	ADP
ajis02-1539	388	26	dementia	dementia	NOUN
ajis02-1539	388	27	and	and	CCONJ
ajis02-1539	388	28	heart	heart	NOUN
ajis02-1539	388	29	disease	disease	NOUN
ajis02-1539	388	30	.	.	PUNCT
ajis02-1539	389	1	we	we	PRON
ajis02-1539	389	2	also	also	ADV
ajis02-1539	389	3	apply	apply	VERB
ajis02-1539	389	4	a	a	DET
ajis02-1539	389	5	recent	recent	ADJ
ajis02-1539	389	6	rule	rule	NOUN
ajis02-1539	389	7	extraction	extraction	NOUN
ajis02-1539	389	8	method	method	NOUN
ajis02-1539	389	9	on	on	ADP
ajis02-1539	389	10	rules	rule	NOUN
ajis02-1539	389	11	generated	generate	VERB
ajis02-1539	389	12	from	from	ADP
ajis02-1539	389	13	the	the	DET
ajis02-1539	389	14	same	same	ADJ
ajis02-1539	389	15	setup	setup	NOUN
ajis02-1539	389	16	.	.	PUNCT
ajis02-1539	390	1	compared	compare	VERB
ajis02-1539	390	2	to	to	ADP
ajis02-1539	390	3	j48	j48	PROPN
ajis02-1539	390	4	rules	rule	NOUN
ajis02-1539	390	5	,	,	PUNCT
ajis02-1539	390	6	rules	rule	NOUN
ajis02-1539	390	7	extracted	extract	VERB
ajis02-1539	390	8	from	from	ADP
ajis02-1539	390	9	forex++	forex++	ADJ
ajis02-1539	390	10	and	and	CCONJ
ajis02-1539	390	11	the	the	DET
ajis02-1539	390	12	existing	exist	VERB
ajis02-1539	390	13	method	method	NOUN
ajis02-1539	390	14	are	be	AUX
ajis02-1539	390	15	far	far	ADV
ajis02-1539	390	16	more	more	ADV
ajis02-1539	390	17	accurate	accurate	ADJ
ajis02-1539	390	18	and	and	CCONJ
ajis02-1539	390	19	also	also	ADV
ajis02-1539	390	20	can	can	AUX
ajis02-1539	390	21	accommodate	accommodate	VERB
ajis02-1539	390	22	different	different	ADJ
ajis02-1539	390	23	angles	angle	NOUN
ajis02-1539	390	24	for	for	ADP
ajis02-1539	390	25	knowledge	knowledge	NOUN
ajis02-1539	390	26	exploration	exploration	NOUN
ajis02-1539	390	27	.	.	PUNCT
ajis02-1539	391	1	in	in	ADP
ajis02-1539	391	2	head	head	NOUN
ajis02-1539	391	3	-	-	PUNCT
ajis02-1539	391	4	to	to	ADP
ajis02-1539	391	5	-	-	PUNCT
ajis02-1539	391	6	head	head	NOUN
ajis02-1539	391	7	,	,	PUNCT
ajis02-1539	391	8	forex++	forex++	ADJ
ajis02-1539	391	9	outperforms	outperform	VERB
ajis02-1539	391	10	the	the	DET
ajis02-1539	391	11	recent	recent	ADJ
ajis02-1539	391	12	method	method	NOUN
ajis02-1539	391	13	in	in	ADP
ajis02-1539	391	14	almost	almost	ADV
ajis02-1539	391	15	all	all	PRON
ajis02-1539	391	16	criteria	criterion	NOUN
ajis02-1539	391	17	.	.	PUNCT
ajis02-1539	392	1	also	also	ADV
ajis02-1539	392	2	,	,	PUNCT
ajis02-1539	392	3	the	the	DET
ajis02-1539	392	4	knowledge	knowledge	NOUN
ajis02-1539	392	5	discovery	discovery	NOUN
ajis02-1539	392	6	potential	potential	NOUN
ajis02-1539	392	7	of	of	ADP
ajis02-1539	392	8	forex++	forex++	ADJ
ajis02-1539	392	9	is	be	AUX
ajis02-1539	392	10	found	find	VERB
ajis02-1539	392	11	to	to	PART
ajis02-1539	392	12	be	be	AUX
ajis02-1539	392	13	impressive	impressive	ADJ
ajis02-1539	392	14	.	.	PUNCT
ajis02-1539	393	1	we	we	PRON
ajis02-1539	393	2	have	have	AUX
ajis02-1539	393	3	found	find	VERB
ajis02-1539	393	4	some	some	DET
ajis02-1539	393	5	limitations	limitation	NOUN
ajis02-1539	393	6	of	of	ADP
ajis02-1539	393	7	forex++	forex++	ADJ
ajis02-1539	393	8	that	that	PRON
ajis02-1539	393	9	are	be	AUX
ajis02-1539	393	10	described	describe	VERB
ajis02-1539	393	11	in	in	ADP
ajis02-1539	393	12	the	the	DET
ajis02-1539	393	13	following	following	NOUN
ajis02-1539	393	14	.	.	PUNCT
ajis02-1539	394	1	1	1	X
ajis02-1539	394	2	.	.	X
ajis02-1539	394	3	rules	rule	NOUN
ajis02-1539	394	4	extracted	extract	VERB
ajis02-1539	394	5	by	by	ADP
ajis02-1539	394	6	forex++	forex++	ADJ
ajis02-1539	394	7	may	may	AUX
ajis02-1539	394	8	not	not	PART
ajis02-1539	394	9	be	be	AUX
ajis02-1539	394	10	very	very	ADV
ajis02-1539	394	11	diverse	diverse	ADJ
ajis02-1539	394	12	;	;	PUNCT
ajis02-1539	394	13	meaning	mean	VERB
ajis02-1539	394	14	similar	similar	ADJ
ajis02-1539	394	15	rules	rule	NOUN
ajis02-1539	394	16	may	may	AUX
ajis02-1539	394	17	be	be	AUX
ajis02-1539	394	18	selected	select	VERB
ajis02-1539	394	19	from	from	ADP
ajis02-1539	394	20	each	each	DET
ajis02-1539	394	21	class	class	NOUN
ajis02-1539	394	22	.	.	PUNCT
ajis02-1539	395	1	2	2	X
ajis02-1539	395	2	.	.	X
ajis02-1539	395	3	rules	rule	NOUN
ajis02-1539	395	4	extracted	extract	VERB
ajis02-1539	395	5	by	by	ADP
ajis02-1539	395	6	forex++	forex++	ADJ
ajis02-1539	395	7	may	may	AUX
ajis02-1539	395	8	not	not	PART
ajis02-1539	395	9	cover	cover	VERB
ajis02-1539	395	10	the	the	DET
ajis02-1539	395	11	entire	entire	ADJ
ajis02-1539	395	12	data	datum	NOUN
ajis02-1539	395	13	set	set	VERB
ajis02-1539	395	14	.	.	PUNCT
ajis02-1539	396	1	in	in	ADP
ajis02-1539	396	2	future	future	NOUN
ajis02-1539	396	3	,	,	PUNCT
ajis02-1539	396	4	we	we	PRON
ajis02-1539	396	5	intend	intend	VERB
ajis02-1539	396	6	to	to	PART
ajis02-1539	396	7	solve	solve	VERB
ajis02-1539	396	8	these	these	DET
ajis02-1539	396	9	problems	problem	NOUN
ajis02-1539	396	10	and	and	CCONJ
ajis02-1539	396	11	also	also	ADV
ajis02-1539	396	12	apply	apply	VERB
ajis02-1539	396	13	forex++	forex++	ADJ
ajis02-1539	396	14	on	on	ADP
ajis02-1539	396	15	different	different	ADJ
ajis02-1539	396	16	types	type	NOUN
ajis02-1539	396	17	of	of	ADP
ajis02-1539	396	18	data	datum	NOUN
ajis02-1539	396	19	sets	set	NOUN
ajis02-1539	396	20	.	.	PUNCT
ajis02-1539	397	1	acknowledgement	acknowledgement	NOUN
ajis02-1539	397	2	:	:	PUNCT
ajis02-1539	397	3	the	the	DET
ajis02-1539	397	4	oasis	oasis	NOUN
ajis02-1539	397	5	data	datum	NOUN
ajis02-1539	397	6	set	set	NOUN
ajis02-1539	397	7	(	(	PUNCT
ajis02-1539	397	8	oasis	oasis	NOUN
ajis02-1539	397	9	)	)	PUNCT
ajis02-1539	397	10	is	be	AUX
ajis02-1539	397	11	a	a	DET
ajis02-1539	397	12	contribution	contribution	NOUN
ajis02-1539	397	13	from	from	ADP
ajis02-1539	397	14	the	the	DET
ajis02-1539	397	15	following	following	ADJ
ajis02-1539	397	16	grants	grant	NOUN
ajis02-1539	397	17	:	:	PUNCT
ajis02-1539	397	18	p50	p50	NOUN
ajis02-1539	397	19	ag05681	ag05681	NOUN
ajis02-1539	397	20	,	,	PUNCT
ajis02-1539	397	21	p01	p01	PROPN
ajis02-1539	397	22	ag03991	ag03991	PROPN
ajis02-1539	397	23	,	,	PUNCT
ajis02-1539	397	24	r01	r01	PROPN
ajis02-1539	397	25	ag021910	ag021910	PROPN
ajis02-1539	397	26	,	,	PUNCT
ajis02-1539	397	27	p50	p50	NOUN
ajis02-1539	397	28	mh071616	mh071616	NOUN
ajis02-1539	397	29	,	,	PUNCT
ajis02-1539	397	30	u24	u24	NOUN
ajis02-1539	397	31	rr021382	rr021382	NOUN
ajis02-1539	397	32	and	and	CCONJ
ajis02-1539	397	33	r01	r01	PROPN
ajis02-1539	397	34	mh56584	mh56584	PROPN
ajis02-1539	397	35	.	.	PUNCT
ajis02-1539	398	1	references	reference	NOUN
ajis02-1539	398	2	adnan	adnan	PROPN
ajis02-1539	398	3	,	,	PUNCT
ajis02-1539	398	4	m.	m.	NOUN
ajis02-1539	398	5	n.	n.	PROPN
ajis02-1539	398	6	,	,	PUNCT
ajis02-1539	398	7	&	&	CCONJ
ajis02-1539	398	8	islam	islam	PROPN
ajis02-1539	398	9	,	,	PUNCT
ajis02-1539	398	10	m.	m.	PROPN
ajis02-1539	398	11	z.	z.	PROPN
ajis02-1539	398	12	(	(	PUNCT
ajis02-1539	398	13	2014	2014	NUM
ajis02-1539	398	14	)	)	PUNCT
ajis02-1539	398	15	.	.	PUNCT
ajis02-1539	399	1	“	"	PUNCT
ajis02-1539	399	2	combosplit	combosplit	NOUN
ajis02-1539	399	3	:	:	PUNCT
ajis02-1539	399	4	combining	combine	VERB
ajis02-1539	399	5	various	various	ADJ
ajis02-1539	399	6	splitting	splitting	NOUN
ajis02-1539	399	7	criteria	criterion	NOUN
ajis02-1539	399	8	for	for	ADP
ajis02-1539	399	9	building	build	VERB
ajis02-1539	399	10	a	a	DET
ajis02-1539	399	11	single	single	ADJ
ajis02-1539	399	12	decision	decision	NOUN
ajis02-1539	399	13	tree	tree	NOUN
ajis02-1539	399	14	”	"	PUNCT
ajis02-1539	399	15	.	.	PUNCT
ajis02-1539	400	1	the	the	DET
ajis02-1539	400	2	international	international	ADJ
ajis02-1539	400	3	conference	conference	NOUN
ajis02-1539	400	4	on	on	ADP
ajis02-1539	400	5	artificial	artificial	ADJ
ajis02-1539	400	6	intelligence	intelligence	NOUN
ajis02-1539	400	7	and	and	CCONJ
ajis02-1539	400	8	pattern	pattern	NOUN
ajis02-1539	400	9	recognition	recognition	NOUN
ajis02-1539	400	10	(	(	PUNCT
ajis02-1539	400	11	aipr2014	aipr2014	PROPN
ajis02-1539	400	12	)	)	PUNCT
ajis02-1539	400	13	,	,	PUNCT
ajis02-1539	400	14	17	17	NUM
ajis02-1539	400	15	-	-	SYM
ajis02-1539	400	16	19	19	NUM
ajis02-1539	400	17	november	november	PROPN
ajis02-1539	400	18	,	,	PUNCT
ajis02-1539	400	19	2014	2014	NUM
ajis02-1539	400	20	kuala	kuala	PROPN
ajis02-1539	400	21	lumpur	lumpur	PROPN
ajis02-1539	400	22	,	,	PUNCT
ajis02-1539	400	23	malaysia	malaysia	PROPN
ajis02-1539	400	24	.	.	PROPN
ajis02-1539	401	1	1	1	NUM
ajis02-1539	401	2	-	-	SYM
ajis02-1539	401	3	8	8	NUM
ajis02-1539	401	4	.	.	PUNCT
ajis02-1539	401	5	adnan	adnan	PROPN
ajis02-1539	401	6	,	,	PUNCT
ajis02-1539	401	7	m.	m.	NOUN
ajis02-1539	401	8	n.	n.	PROPN
ajis02-1539	401	9	,	,	PUNCT
ajis02-1539	401	10	&	&	CCONJ
ajis02-1539	401	11	islam	islam	PROPN
ajis02-1539	401	12	,	,	PUNCT
ajis02-1539	401	13	m.	m.	PROPN
ajis02-1539	401	14	z.	z.	PROPN
ajis02-1539	401	15	(	(	PUNCT
ajis02-1539	401	16	2015a	2015a	NUM
ajis02-1539	401	17	)	)	PUNCT
ajis02-1539	401	18	.	.	PUNCT
ajis02-1539	402	1	“	"	PUNCT
ajis02-1539	402	2	complement	complement	VERB
ajis02-1539	402	3	random	random	ADJ
ajis02-1539	402	4	forest	forest	NOUN
ajis02-1539	402	5	”	"	PUNCT
ajis02-1539	402	6	.	.	PUNCT
ajis02-1539	403	1	the	the	DET
ajis02-1539	403	2	13th	13th	ADJ
ajis02-1539	403	3	australasian	australasian	ADJ
ajis02-1539	403	4	data	data	NOUN
ajis02-1539	403	5	mining	mining	NOUN
ajis02-1539	403	6	conference	conference	NOUN
ajis02-1539	403	7	.	.	PUNCT
ajis02-1539	404	1	sydney	sydney	PROPN
ajis02-1539	404	2	,	,	PUNCT
ajis02-1539	404	3	australia	australia	PROPN
ajis02-1539	404	4	.	.	PUNCT
ajis02-1539	404	5	adnan	adnan	PROPN
ajis02-1539	404	6	,	,	PUNCT
ajis02-1539	404	7	m.	m.	NOUN
ajis02-1539	404	8	n.	n.	PROPN
ajis02-1539	404	9	,	,	PUNCT
ajis02-1539	404	10	&	&	CCONJ
ajis02-1539	404	11	islam	islam	PROPN
ajis02-1539	404	12	,	,	PUNCT
ajis02-1539	404	13	m.	m.	PROPN
ajis02-1539	404	14	z.	z.	PROPN
ajis02-1539	404	15	(	(	PUNCT
ajis02-1539	404	16	2015b	2015b	NUM
ajis02-1539	404	17	)	)	PUNCT
ajis02-1539	404	18	.	.	PUNCT
ajis02-1539	405	1	“	"	PUNCT
ajis02-1539	405	2	improving	improve	VERB
ajis02-1539	405	3	the	the	DET
ajis02-1539	405	4	random	random	ADJ
ajis02-1539	405	5	forest	forest	NOUN
ajis02-1539	405	6	algorithm	algorithm	NOUN
ajis02-1539	405	7	by	by	ADP
ajis02-1539	405	8	randomly	randomly	ADV
ajis02-1539	405	9	varying	vary	VERB
ajis02-1539	405	10	the	the	DET
ajis02-1539	405	11	size	size	NOUN
ajis02-1539	405	12	of	of	ADP
ajis02-1539	405	13	the	the	DET
ajis02-1539	405	14	bootstrap	bootstrap	NOUN
ajis02-1539	405	15	samples	sample	NOUN
ajis02-1539	405	16	for	for	ADP
ajis02-1539	405	17	low	low	ADJ
ajis02-1539	405	18	dimensional	dimensional	ADJ
ajis02-1539	405	19	data	data	NOUN
ajis02-1539	405	20	sets	set	NOUN
ajis02-1539	405	21	”	"	PUNCT
ajis02-1539	405	22	.	.	PUNCT
ajis02-1539	406	1	23rd	23rd	ADJ
ajis02-1539	406	2	european	european	ADJ
ajis02-1539	406	3	symposium	symposium	NOUN
ajis02-1539	406	4	on	on	ADP
ajis02-1539	406	5	artificial	artificial	ADJ
ajis02-1539	406	6	neural	neural	ADJ
ajis02-1539	406	7	networks	network	NOUN
ajis02-1539	406	8	,	,	PUNCT
ajis02-1539	406	9	computational	computational	ADJ
ajis02-1539	406	10	intelligence	intelligence	NOUN
ajis02-1539	406	11	and	and	CCONJ
ajis02-1539	406	12	machine	machine	NOUN
ajis02-1539	406	13	learning	learning	NOUN
ajis02-1539	406	14	,	,	PUNCT
ajis02-1539	406	15	(	(	PUNCT
ajis02-1539	406	16	esann	esann	PROPN
ajis02-1539	406	17	2015	2015	NUM
ajis02-1539	406	18	)	)	PUNCT
ajis02-1539	406	19	,	,	PUNCT
ajis02-1539	406	20	22	22	NUM
ajis02-1539	406	21	-	-	SYM
ajis02-1539	406	22	24	24	NUM
ajis02-1539	406	23	april	april	PROPN
ajis02-1539	406	24	,	,	PUNCT
ajis02-1539	406	25	2015	2015	NUM
ajis02-1539	406	26	bruges	bruge	NOUN
ajis02-1539	406	27	,	,	PUNCT
ajis02-1539	406	28	belgium	belgium	NOUN
ajis02-1539	406	29	.	.	PUNCT
ajis02-1539	407	1	391	391	NUM
ajis02-1539	407	2	-	-	SYM
ajis02-1539	407	3	396	396	NUM
ajis02-1539	407	4	.	.	PUNCT
ajis02-1539	408	1	adnan	adnan	PROPN
ajis02-1539	408	2	,	,	PUNCT
ajis02-1539	408	3	m.	m.	NOUN
ajis02-1539	408	4	n.	n.	PROPN
ajis02-1539	408	5	,	,	PUNCT
ajis02-1539	408	6	&	&	CCONJ
ajis02-1539	408	7	islam	islam	PROPN
ajis02-1539	408	8	,	,	PUNCT
ajis02-1539	408	9	m.	m.	PROPN
ajis02-1539	408	10	z.	z.	PROPN
ajis02-1539	408	11	(	(	PUNCT
ajis02-1539	408	12	2015c	2015c	NUM
ajis02-1539	408	13	)	)	PUNCT
ajis02-1539	408	14	.	.	PUNCT
ajis02-1539	409	1	“	"	PUNCT
ajis02-1539	409	2	one	one	NUM
ajis02-1539	409	3	-	-	PUNCT
ajis02-1539	409	4	vs	vs	ADP
ajis02-1539	409	5	-	-	PUNCT
ajis02-1539	409	6	all	all	PRON
ajis02-1539	409	7	binarization	binarization	NOUN
ajis02-1539	409	8	technique	technique	NOUN
ajis02-1539	409	9	in	in	ADP
ajis02-1539	409	10	the	the	DET
ajis02-1539	409	11	context	context	NOUN
ajis02-1539	409	12	of	of	ADP
ajis02-1539	409	13	random	random	ADJ
ajis02-1539	409	14	forest	forest	NOUN
ajis02-1539	409	15	”	"	PUNCT
ajis02-1539	409	16	.	.	PUNCT
ajis02-1539	410	1	23rd	23rd	ADJ
ajis02-1539	410	2	international	international	ADJ
ajis02-1539	410	3	symposium	symposium	NOUN
ajis02-1539	410	4	on	on	ADP
ajis02-1539	410	5	artificial	artificial	ADJ
ajis02-1539	410	6	neural	neural	ADJ
ajis02-1539	410	7	networks	network	NOUN
ajis02-1539	410	8	,	,	PUNCT
ajis02-1539	410	9	computational	computational	ADJ
ajis02-1539	410	10	intelligence	intelligence	NOUN
ajis02-1539	410	11	and	and	CCONJ
ajis02-1539	410	12	machine	machine	NOUN
ajis02-1539	410	13	learning	learning	NOUN
ajis02-1539	410	14	,	,	PUNCT
ajis02-1539	410	15	(	(	PUNCT
ajis02-1539	410	16	esann	esann	PROPN
ajis02-1539	410	17	2015	2015	NUM
ajis02-1539	410	18	)	)	PUNCT
ajis02-1539	410	19	,	,	PUNCT
ajis02-1539	410	20	22	22	NUM
ajis02-1539	410	21	-	-	SYM
ajis02-1539	410	22	24	24	NUM
ajis02-1539	410	23	april	april	PROPN
ajis02-1539	410	24	,	,	PUNCT
ajis02-1539	410	25	2015	2015	NUM
ajis02-1539	410	26	bruges	bruge	NOUN
ajis02-1539	410	27	,	,	PUNCT
ajis02-1539	410	28	belgium	belgium	NOUN
ajis02-1539	410	29	.	.	PUNCT
ajis02-1539	411	1	391	391	NUM
ajis02-1539	411	2	-	-	SYM
ajis02-1539	411	3	396	396	NUM
ajis02-1539	411	4	.	.	PUNCT
ajis02-1539	412	1	australasian	australasian	ADJ
ajis02-1539	412	2	journal	journal	NOUN
ajis02-1539	412	3	of	of	ADP
ajis02-1539	412	4	information	information	NOUN
ajis02-1539	412	5	systems	systems	PROPN
ajis02-1539	412	6	adnan	adnan	PROPN
ajis02-1539	412	7	&	&	CCONJ
ajis02-1539	412	8	islam	islam	PROPN
ajis02-1539	412	9	2017	2017	NUM
ajis02-1539	412	10	,	,	PUNCT
ajis02-1539	412	11	vol	vol	NOUN
ajis02-1539	412	12	21	21	NUM
ajis02-1539	412	13	,	,	PUNCT
ajis02-1539	412	14	selected	select	VERB
ajis02-1539	412	15	papers	paper	NOUN
ajis02-1539	412	16	from	from	ADP
ajis02-1539	412	17	ausdm	ausdm	PROPN
ajis02-1539	412	18	forex++	forex++	ADJ
ajis02-1539	412	19	:	:	PUNCT
ajis02-1539	412	20	knowledge	knowledge	NOUN
ajis02-1539	412	21	discovery	discovery	NOUN
ajis02-1539	412	22	from	from	ADP
ajis02-1539	412	23	decision	decision	NOUN
ajis02-1539	412	24	forests	forest	NOUN
ajis02-1539	412	25	18	18	NUM
ajis02-1539	412	26	adnan	adnan	PROPN
ajis02-1539	412	27	,	,	PUNCT
ajis02-1539	412	28	m.	m.	NOUN
ajis02-1539	412	29	n.	n.	PROPN
ajis02-1539	412	30	,	,	PUNCT
ajis02-1539	412	31	&	&	CCONJ
ajis02-1539	412	32	islam	islam	PROPN
ajis02-1539	412	33	,	,	PUNCT
ajis02-1539	412	34	m.	m.	PROPN
ajis02-1539	412	35	z.	z.	PROPN
ajis02-1539	412	36	(	(	PUNCT
ajis02-1539	412	37	2016a	2016a	NUM
ajis02-1539	412	38	)	)	PUNCT
ajis02-1539	412	39	.	.	PUNCT
ajis02-1539	413	1	“	"	PUNCT
ajis02-1539	413	2	forest	forest	NOUN
ajis02-1539	413	3	cern	cern	NOUN
ajis02-1539	413	4	:	:	PUNCT
ajis02-1539	413	5	a	a	DET
ajis02-1539	413	6	new	new	ADJ
ajis02-1539	413	7	decision	decision	NOUN
ajis02-1539	413	8	forest	forest	NOUN
ajis02-1539	413	9	building	building	NOUN
ajis02-1539	413	10	technique	technique	NOUN
ajis02-1539	413	11	”	"	PUNCT
ajis02-1539	413	12	.	.	PUNCT
ajis02-1539	414	1	20th	20th	PROPN
ajis02-1539	414	2	pacific	pacific	PROPN
ajis02-1539	414	3	-	-	PUNCT
ajis02-1539	414	4	asia	asia	PROPN
ajis02-1539	414	5	conference	conference	NOUN
ajis02-1539	414	6	,	,	PUNCT
ajis02-1539	414	7	pakdd	pakdd	VERB
ajis02-1539	414	8	2016	2016	NUM
ajis02-1539	414	9	,	,	PUNCT
ajis02-1539	414	10	auckland	auckland	PROPN
ajis02-1539	414	11	,	,	PUNCT
ajis02-1539	414	12	new	new	PROPN
ajis02-1539	414	13	zealand	zealand	PROPN
ajis02-1539	414	14	,	,	PUNCT
ajis02-1539	414	15	april	april	PROPN
ajis02-1539	414	16	19	19	NUM
ajis02-1539	414	17	-	-	SYM
ajis02-1539	414	18	22	22	NUM
ajis02-1539	414	19	,	,	PUNCT
ajis02-1539	414	20	2016	2016	NUM
ajis02-1539	414	21	,	,	PUNCT
ajis02-1539	414	22	proceedings	proceeding	NOUN
ajis02-1539	414	23	,	,	PUNCT
ajis02-1539	414	24	part	part	PROPN
ajis02-1539	414	25	i.	i.	PROPN
ajis02-1539	414	26	cham	cham	PROPN
ajis02-1539	414	27	:	:	PUNCT
ajis02-1539	414	28	springer	springer	NOUN
ajis02-1539	414	29	international	international	ADJ
ajis02-1539	414	30	publishing	publishing	NOUN
ajis02-1539	414	31	.	.	PUNCT
ajis02-1539	415	1	adnan	adnan	PROPN
ajis02-1539	415	2	,	,	PUNCT
ajis02-1539	415	3	m.	m.	NOUN
ajis02-1539	415	4	n.	n.	PROPN
ajis02-1539	415	5	,	,	PUNCT
ajis02-1539	415	6	&	&	CCONJ
ajis02-1539	415	7	islam	islam	PROPN
ajis02-1539	415	8	,	,	PUNCT
ajis02-1539	415	9	m.	m.	PROPN
ajis02-1539	415	10	z.	z.	PROPN
ajis02-1539	415	11	(	(	PUNCT
ajis02-1539	415	12	2016b	2016b	NUM
ajis02-1539	415	13	)	)	PUNCT
ajis02-1539	415	14	.	.	PUNCT
ajis02-1539	416	1	“	"	PUNCT
ajis02-1539	416	2	knowledge	knowledge	NOUN
ajis02-1539	416	3	discovery	discovery	NOUN
ajis02-1539	416	4	from	from	ADP
ajis02-1539	416	5	a	a	DET
ajis02-1539	416	6	data	datum	NOUN
ajis02-1539	416	7	set	set	VERB
ajis02-1539	416	8	on	on	ADP
ajis02-1539	416	9	dementia	dementia	NOUN
ajis02-1539	416	10	through	through	ADP
ajis02-1539	416	11	decision	decision	NOUN
ajis02-1539	416	12	forest	forest	NOUN
ajis02-1539	416	13	”	"	PUNCT
ajis02-1539	416	14	.	.	PUNCT
ajis02-1539	417	1	the	the	DET
ajis02-1539	417	2	14th	14th	ADJ
ajis02-1539	417	3	australasian	australasian	ADJ
ajis02-1539	417	4	data	data	NOUN
ajis02-1539	417	5	mining	mining	NOUN
ajis02-1539	417	6	conference	conference	NOUN
ajis02-1539	417	7	.	.	PUNCT
ajis02-1539	418	1	canberra	canberra	PROPN
ajis02-1539	418	2	,	,	PUNCT
ajis02-1539	418	3	australia	australia	PROPN
ajis02-1539	418	4	.	.	PUNCT
ajis02-1539	418	5	adnan	adnan	PROPN
ajis02-1539	418	6	,	,	PUNCT
ajis02-1539	418	7	m.	m.	NOUN
ajis02-1539	418	8	n.	n.	PROPN
ajis02-1539	418	9	,	,	PUNCT
ajis02-1539	418	10	&	&	CCONJ
ajis02-1539	418	11	islam	islam	PROPN
ajis02-1539	418	12	,	,	PUNCT
ajis02-1539	418	13	m.	m.	PROPN
ajis02-1539	418	14	z.	z.	PROPN
ajis02-1539	418	15	(	(	PUNCT
ajis02-1539	418	16	2016c	2016c	NUM
ajis02-1539	418	17	)	)	PUNCT
ajis02-1539	418	18	.	.	PUNCT
ajis02-1539	419	1	“	"	PUNCT
ajis02-1539	419	2	optimizing	optimize	VERB
ajis02-1539	419	3	the	the	DET
ajis02-1539	419	4	number	number	NOUN
ajis02-1539	419	5	of	of	ADP
ajis02-1539	419	6	trees	tree	NOUN
ajis02-1539	419	7	in	in	ADP
ajis02-1539	419	8	a	a	DET
ajis02-1539	419	9	decision	decision	NOUN
ajis02-1539	419	10	forest	forest	NOUN
ajis02-1539	419	11	to	to	PART
ajis02-1539	419	12	discover	discover	VERB
ajis02-1539	419	13	a	a	DET
ajis02-1539	419	14	subforest	subfor	ADJ
ajis02-1539	419	15	with	with	ADP
ajis02-1539	419	16	high	high	ADJ
ajis02-1539	419	17	ensemble	ensemble	ADJ
ajis02-1539	419	18	accuracy	accuracy	NOUN
ajis02-1539	419	19	using	use	VERB
ajis02-1539	419	20	a	a	DET
ajis02-1539	419	21	genetic	genetic	ADJ
ajis02-1539	419	22	algorithm	algorithm	NOUN
ajis02-1539	419	23	”	"	PUNCT
ajis02-1539	419	24	.	.	PUNCT
ajis02-1539	420	1	knowledgebased	knowledgebased	PROPN
ajis02-1539	420	2	systems	system	NOUN
ajis02-1539	420	3	,	,	PUNCT
ajis02-1539	420	4	110	110	NUM
ajis02-1539	420	5	,	,	PUNCT
ajis02-1539	420	6	86	86	NUM
ajis02-1539	420	7	-	-	SYM
ajis02-1539	420	8	97	97	NUM
ajis02-1539	420	9	.	.	PUNCT
ajis02-1539	421	1	adnan	adnan	PROPN
ajis02-1539	421	2	,	,	PUNCT
ajis02-1539	421	3	m.	m.	NOUN
ajis02-1539	421	4	n.	n.	PROPN
ajis02-1539	421	5	,	,	PUNCT
ajis02-1539	421	6	&	&	CCONJ
ajis02-1539	421	7	islam	islam	PROPN
ajis02-1539	421	8	,	,	PUNCT
ajis02-1539	421	9	m.	m.	PROPN
ajis02-1539	421	10	z.	z.	PROPN
ajis02-1539	421	11	(	(	PUNCT
ajis02-1539	421	12	2017	2017	NUM
ajis02-1539	421	13	)	)	PUNCT
ajis02-1539	421	14	“	"	PUNCT
ajis02-1539	421	15	forest	forest	NOUN
ajis02-1539	421	16	pa	pa	PROPN
ajis02-1539	421	17	:	:	PUNCT
ajis02-1539	421	18	constructing	construct	VERB
ajis02-1539	421	19	a	a	DET
ajis02-1539	421	20	decision	decision	NOUN
ajis02-1539	421	21	forest	forest	NOUN
ajis02-1539	421	22	by	by	ADP
ajis02-1539	421	23	penalizing	penalize	VERB
ajis02-1539	421	24	attributes	attribute	NOUN
ajis02-1539	421	25	used	use	VERB
ajis02-1539	421	26	in	in	ADP
ajis02-1539	421	27	previous	previous	ADJ
ajis02-1539	421	28	trees	tree	NOUN
ajis02-1539	421	29	”	"	PUNCT
ajis02-1539	421	30	.	.	PUNCT
ajis02-1539	422	1	expert	expert	NOUN
ajis02-1539	422	2	systems	system	NOUN
ajis02-1539	422	3	with	with	ADP
ajis02-1539	422	4	applications	application	NOUN
ajis02-1539	422	5	,	,	PUNCT
ajis02-1539	422	6	accepted	accept	VERB
ajis02-1539	422	7	.	.	PUNCT
ajis02-1539	423	1	bernard	bernard	PROPN
ajis02-1539	423	2	,	,	PUNCT
ajis02-1539	423	3	s.	s.	PROPN
ajis02-1539	423	4	,	,	PUNCT
ajis02-1539	423	5	adam	adam	PROPN
ajis02-1539	423	6	,	,	PUNCT
ajis02-1539	423	7	s.	s.	PROPN
ajis02-1539	423	8	,	,	PUNCT
ajis02-1539	423	9	&	&	CCONJ
ajis02-1539	423	10	heutte	heutte	PROPN
ajis02-1539	423	11	,	,	PUNCT
ajis02-1539	423	12	l.	l.	PROPN
ajis02-1539	423	13	(	(	PUNCT
ajis02-1539	423	14	2012	2012	NUM
ajis02-1539	423	15	)	)	PUNCT
ajis02-1539	423	16	.	.	PUNCT
ajis02-1539	424	1	“	"	PUNCT
ajis02-1539	424	2	dynamic	dynamic	ADJ
ajis02-1539	424	3	random	random	ADJ
ajis02-1539	424	4	forests	forest	NOUN
ajis02-1539	424	5	”	"	PUNCT
ajis02-1539	424	6	.	.	PUNCT
ajis02-1539	425	1	pattern	pattern	NOUN
ajis02-1539	425	2	recognition	recognition	NOUN
ajis02-1539	425	3	letters	letter	NOUN
ajis02-1539	425	4	,	,	PUNCT
ajis02-1539	425	5	33	33	NUM
ajis02-1539	425	6	,	,	PUNCT
ajis02-1539	425	7	1580	1580	NUM
ajis02-1539	425	8	-	-	SYM
ajis02-1539	425	9	1586	1586	NUM
ajis02-1539	425	10	.	.	PUNCT
ajis02-1539	426	1	bernard	bernard	PROPN
ajis02-1539	426	2	,	,	PUNCT
ajis02-1539	426	3	s.	s.	PROPN
ajis02-1539	426	4	,	,	PUNCT
ajis02-1539	426	5	heutte	heutte	PROPN
ajis02-1539	426	6	,	,	PUNCT
ajis02-1539	426	7	l.	l.	PROPN
ajis02-1539	426	8	,	,	PUNCT
ajis02-1539	426	9	&	&	CCONJ
ajis02-1539	426	10	adam	adam	PROPN
ajis02-1539	426	11	,	,	PUNCT
ajis02-1539	426	12	s	s	PART
ajis02-1539	426	13	(	(	PUNCT
ajis02-1539	426	14	2008	2008	NUM
ajis02-1539	426	15	)	)	PUNCT
ajis02-1539	426	16	.	.	PUNCT
ajis02-1539	427	1	“	"	PUNCT
ajis02-1539	427	2	forest	forest	NOUN
ajis02-1539	427	3	-	-	PUNCT
ajis02-1539	427	4	rk	rk	NOUN
ajis02-1539	427	5	:	:	PUNCT
ajis02-1539	427	6	a	a	DET
ajis02-1539	427	7	new	new	ADJ
ajis02-1539	427	8	random	random	ADJ
ajis02-1539	427	9	forest	forest	NOUN
ajis02-1539	427	10	induction	induction	NOUN
ajis02-1539	427	11	method	method	NOUN
ajis02-1539	427	12	”	"	PUNCT
ajis02-1539	427	13	.	.	PUNCT
ajis02-1539	428	1	icic	icic	NOUN
ajis02-1539	428	2	(	(	PUNCT
ajis02-1539	428	3	2	2	NUM
ajis02-1539	428	4	)	)	PUNCT
ajis02-1539	428	5	.	.	PUNCT
ajis02-1539	429	1	springer	springer	NOUN
ajis02-1539	429	2	.	.	PUNCT
ajis02-1539	430	1	breiman	breiman	PROPN
ajis02-1539	430	2	,	,	PUNCT
ajis02-1539	430	3	l.	l.	PROPN
ajis02-1539	430	4	(	(	PUNCT
ajis02-1539	430	5	1996	1996	NUM
ajis02-1539	430	6	)	)	PUNCT
ajis02-1539	430	7	.	.	PUNCT
ajis02-1539	431	1	“	"	PUNCT
ajis02-1539	431	2	bagging	bag	VERB
ajis02-1539	431	3	predictors	predictor	NOUN
ajis02-1539	431	4	”	"	PUNCT
ajis02-1539	431	5	.	.	PUNCT
ajis02-1539	432	1	machine	machine	NOUN
ajis02-1539	432	2	learning	learning	NOUN
ajis02-1539	432	3	,	,	PUNCT
ajis02-1539	432	4	24	24	NUM
ajis02-1539	432	5	,	,	PUNCT
ajis02-1539	432	6	123	123	NUM
ajis02-1539	432	7	-	-	SYM
ajis02-1539	432	8	140	140	NUM
ajis02-1539	432	9	.	.	PUNCT
ajis02-1539	432	10	breiman	breiman	NOUN
ajis02-1539	432	11	,	,	PUNCT
ajis02-1539	432	12	l.	l.	PROPN
ajis02-1539	432	13	(	(	PUNCT
ajis02-1539	432	14	2001	2001	NUM
ajis02-1539	432	15	)	)	PUNCT
ajis02-1539	432	16	.	.	PUNCT
ajis02-1539	433	1	“	"	PUNCT
ajis02-1539	433	2	random	random	ADJ
ajis02-1539	433	3	forests	forest	NOUN
ajis02-1539	433	4	”	"	PUNCT
ajis02-1539	433	5	.	.	PUNCT
ajis02-1539	434	1	machine	machine	NOUN
ajis02-1539	434	2	learning	learning	PROPN
ajis02-1539	434	3	,	,	PUNCT
ajis02-1539	434	4	45	45	NUM
ajis02-1539	434	5	,	,	PUNCT
ajis02-1539	434	6	5	5	NUM
ajis02-1539	434	7	-	-	SYM
ajis02-1539	434	8	32	32	NUM
ajis02-1539	434	9	.	.	PUNCT
ajis02-1539	435	1	buckner	buckner	PROPN
ajis02-1539	435	2	,	,	PUNCT
ajis02-1539	435	3	r.	r.	PROPN
ajis02-1539	435	4	l.	l.	PROPN
ajis02-1539	435	5	,	,	PUNCT
ajis02-1539	435	6	head	head	PROPN
ajis02-1539	435	7	,	,	PUNCT
ajis02-1539	435	8	d.	d.	PROPN
ajis02-1539	435	9	,	,	PUNCT
ajis02-1539	435	10	parker	parker	PROPN
ajis02-1539	435	11	,	,	PUNCT
ajis02-1539	435	12	j.	j.	PROPN
ajis02-1539	435	13	,	,	PUNCT
ajis02-1539	435	14	fotenos	fotenos	PROPN
ajis02-1539	435	15	,	,	PUNCT
ajis02-1539	435	16	a.	a.	PROPN
ajis02-1539	435	17	f.	f.	PROPN
ajis02-1539	435	18	,	,	PUNCT
ajis02-1539	435	19	marcus	marcus	PROPN
ajis02-1539	435	20	,	,	PUNCT
ajis02-1539	435	21	d.	d.	PROPN
ajis02-1539	435	22	,	,	PUNCT
ajis02-1539	435	23	morris	morris	PROPN
ajis02-1539	435	24	,	,	PUNCT
ajis02-1539	435	25	j.	j.	PROPN
ajis02-1539	435	26	c.	c.	PROPN
ajis02-1539	435	27	,	,	PUNCT
ajis02-1539	435	28	&	&	CCONJ
ajis02-1539	435	29	snyder	snyder	PROPN
ajis02-1539	435	30	,	,	PUNCT
ajis02-1539	435	31	a.	a.	PROPN
ajis02-1539	435	32	z.	z.	PROPN
ajis02-1539	435	33	(	(	PUNCT
ajis02-1539	435	34	2004	2004	NUM
ajis02-1539	435	35	)	)	PUNCT
ajis02-1539	435	36	.	.	PUNCT
ajis02-1539	436	1	“	"	PUNCT
ajis02-1539	436	2	a	a	DET
ajis02-1539	436	3	unified	unified	ADJ
ajis02-1539	436	4	approach	approach	NOUN
ajis02-1539	436	5	for	for	ADP
ajis02-1539	436	6	morphometric	morphometric	ADJ
ajis02-1539	436	7	and	and	CCONJ
ajis02-1539	436	8	functional	functional	ADJ
ajis02-1539	436	9	data	datum	NOUN
ajis02-1539	436	10	analysis	analysis	NOUN
ajis02-1539	436	11	in	in	ADP
ajis02-1539	436	12	young	young	ADJ
ajis02-1539	436	13	,	,	PUNCT
ajis02-1539	436	14	old	old	ADJ
ajis02-1539	436	15	,	,	PUNCT
ajis02-1539	436	16	and	and	CCONJ
ajis02-1539	436	17	demented	demented	ADJ
ajis02-1539	436	18	adults	adult	NOUN
ajis02-1539	436	19	using	use	VERB
ajis02-1539	436	20	automated	automate	VERB
ajis02-1539	436	21	atlas	atlas	PROPN
ajis02-1539	436	22	-	-	PUNCT
ajis02-1539	436	23	based	base	VERB
ajis02-1539	436	24	head	head	NOUN
ajis02-1539	436	25	size	size	NOUN
ajis02-1539	436	26	normalization	normalization	NOUN
ajis02-1539	436	27	:	:	PUNCT
ajis02-1539	436	28	reliability	reliability	NOUN
ajis02-1539	436	29	and	and	CCONJ
ajis02-1539	436	30	validation	validation	NOUN
ajis02-1539	436	31	against	against	ADP
ajis02-1539	436	32	manual	manual	ADJ
ajis02-1539	436	33	measurement	measurement	NOUN
ajis02-1539	436	34	of	of	ADP
ajis02-1539	436	35	total	total	ADJ
ajis02-1539	436	36	intracranial	intracranial	ADJ
ajis02-1539	436	37	volume	volume	NOUN
ajis02-1539	436	38	”	"	PUNCT
ajis02-1539	436	39	.	.	PUNCT
ajis02-1539	437	1	neuroimage	neuroimage	NOUN
ajis02-1539	437	2	,	,	PUNCT
ajis02-1539	437	3	23	23	NUM
ajis02-1539	437	4	,	,	PUNCT
ajis02-1539	437	5	724	724	NUM
ajis02-1539	437	6	-	-	SYM
ajis02-1539	437	7	38	38	NUM
ajis02-1539	437	8	.	.	PUNCT
ajis02-1539	438	1	buckner	buckner	PROPN
ajis02-1539	438	2	,	,	PUNCT
ajis02-1539	438	3	r.	r.	PROPN
ajis02-1539	438	4	l.	l.	PROPN
ajis02-1539	438	5	,	,	PUNCT
ajis02-1539	438	6	snyder	snyder	PROPN
ajis02-1539	438	7	,	,	PUNCT
ajis02-1539	438	8	a.	a.	PROPN
ajis02-1539	438	9	z.	z.	PROPN
ajis02-1539	438	10	,	,	PUNCT
ajis02-1539	438	11	shannon	shannon	PROPN
ajis02-1539	438	12	,	,	PUNCT
ajis02-1539	438	13	b.	b.	PROPN
ajis02-1539	438	14	j.	j.	PROPN
ajis02-1539	438	15	,	,	PUNCT
ajis02-1539	438	16	larossa	larossa	PROPN
ajis02-1539	438	17	,	,	PUNCT
ajis02-1539	438	18	g.	g.	PROPN
ajis02-1539	438	19	,	,	PUNCT
ajis02-1539	438	20	sachs	sachs	PROPN
ajis02-1539	438	21	,	,	PUNCT
ajis02-1539	438	22	r.	r.	PROPN
ajis02-1539	438	23	,	,	PUNCT
ajis02-1539	438	24	fotenos	foteno	NOUN
ajis02-1539	438	25	,	,	PUNCT
ajis02-1539	438	26	a.	a.	PROPN
ajis02-1539	438	27	f.	f.	PROPN
ajis02-1539	438	28	,	,	PUNCT
ajis02-1539	438	29	...	...	PUNCT
ajis02-1539	438	30	&	&	CCONJ
ajis02-1539	438	31	mintun	mintun	PROPN
ajis02-1539	438	32	,	,	PUNCT
ajis02-1539	438	33	m.	m.	NOUN
ajis02-1539	438	34	a.	a.	NOUN
ajis02-1539	438	35	(	(	PUNCT
ajis02-1539	438	36	2005	2005	NUM
ajis02-1539	438	37	)	)	PUNCT
ajis02-1539	438	38	.	.	PUNCT
ajis02-1539	439	1	“	"	PUNCT
ajis02-1539	439	2	molecular	molecular	ADJ
ajis02-1539	439	3	,	,	PUNCT
ajis02-1539	439	4	structural	structural	ADJ
ajis02-1539	439	5	,	,	PUNCT
ajis02-1539	439	6	and	and	CCONJ
ajis02-1539	439	7	functional	functional	ADJ
ajis02-1539	439	8	characterization	characterization	NOUN
ajis02-1539	439	9	of	of	ADP
ajis02-1539	439	10	alzheimer	alzheimer	PROPN
ajis02-1539	439	11	's	's	PART
ajis02-1539	439	12	disease	disease	NOUN
ajis02-1539	439	13	:	:	PUNCT
ajis02-1539	439	14	evidence	evidence	NOUN
ajis02-1539	439	15	for	for	ADP
ajis02-1539	439	16	a	a	DET
ajis02-1539	439	17	relationship	relationship	NOUN
ajis02-1539	439	18	between	between	ADP
ajis02-1539	439	19	default	default	NOUN
ajis02-1539	439	20	activity	activity	NOUN
ajis02-1539	439	21	,	,	PUNCT
ajis02-1539	439	22	amyloid	amyloid	NOUN
ajis02-1539	439	23	,	,	PUNCT
ajis02-1539	439	24	and	and	CCONJ
ajis02-1539	439	25	memory	memory	NOUN
ajis02-1539	439	26	”	"	PUNCT
ajis02-1539	439	27	.	.	PUNCT
ajis02-1539	440	1	j	j	PROPN
ajis02-1539	440	2	neurosci	neurosci	PROPN
ajis02-1539	440	3	,	,	PUNCT
ajis02-1539	440	4	25	25	NUM
ajis02-1539	440	5	,	,	PUNCT
ajis02-1539	440	6	7709	7709	NUM
ajis02-1539	440	7	-	-	SYM
ajis02-1539	440	8	17	17	NUM
ajis02-1539	440	9	.	.	PUNCT
ajis02-1539	441	1	dementia	dementia	NOUN
ajis02-1539	442	1	[	[	X
ajis02-1539	442	2	online	online	X
ajis02-1539	442	3	]	]	X
ajis02-1539	442	4	.	.	PUNCT
ajis02-1539	443	1	available	available	ADJ
ajis02-1539	443	2	:	:	PUNCT
ajis02-1539	443	3	http://www.dementia.com/causes.html	http://www.dementia.com/causes.html	PROPN
ajis02-1539	443	4	[	[	AUX
ajis02-1539	443	5	accessed	access	VERB
ajis02-1539	443	6	15	15	NUM
ajis02-1539	443	7	march	march	NOUN
ajis02-1539	443	8	,	,	PUNCT
ajis02-1539	443	9	2016	2016	NUM
ajis02-1539	443	10	2016	2016	NUM
ajis02-1539	443	11	]	]	PUNCT
ajis02-1539	443	12	.	.	PUNCT
ajis02-1539	444	1	el	el	PROPN
ajis02-1539	444	2	-	-	PROPN
ajis02-1539	444	3	bialy	bialy	PROPN
ajis02-1539	444	4	,	,	PUNCT
ajis02-1539	444	5	r.	r.	PROPN
ajis02-1539	444	6	,	,	PUNCT
ajis02-1539	444	7	salamay	salamay	PROPN
ajis02-1539	444	8	,	,	PUNCT
ajis02-1539	444	9	m.	m.	NOUN
ajis02-1539	444	10	a.	a.	PROPN
ajis02-1539	444	11	,	,	PUNCT
ajis02-1539	444	12	karam	karam	PROPN
ajis02-1539	444	13	,	,	PUNCT
ajis02-1539	444	14	o.	o.	PROPN
ajis02-1539	444	15	h.	h.	PROPN
ajis02-1539	444	16	,	,	PUNCT
ajis02-1539	444	17	&	&	CCONJ
ajis02-1539	444	18	khalifa	khalifa	PROPN
ajis02-1539	444	19	,	,	PUNCT
ajis02-1539	444	20	m.	m.	PROPN
ajis02-1539	444	21	e.	e.	PROPN
ajis02-1539	444	22	(	(	PUNCT
ajis02-1539	444	23	2015	2015	NUM
ajis02-1539	444	24	)	)	PUNCT
ajis02-1539	444	25	.	.	PUNCT
ajis02-1539	445	1	“	"	PUNCT
ajis02-1539	445	2	feature	feature	VERB
ajis02-1539	445	3	analysis	analysis	NOUN
ajis02-1539	445	4	of	of	ADP
ajis02-1539	445	5	coronary	coronary	ADJ
ajis02-1539	445	6	artery	artery	NOUN
ajis02-1539	445	7	heart	heart	NOUN
ajis02-1539	445	8	disease	disease	NOUN
ajis02-1539	445	9	data	data	NOUN
ajis02-1539	445	10	sets	set	NOUN
ajis02-1539	445	11	”	"	PUNCT
ajis02-1539	445	12	.	.	PUNCT
ajis02-1539	446	1	procedia	procedia	PROPN
ajis02-1539	446	2	computer	computer	NOUN
ajis02-1539	446	3	science	science	NOUN
ajis02-1539	446	4	,	,	PUNCT
ajis02-1539	446	5	65	65	NUM
ajis02-1539	446	6	,	,	PUNCT
ajis02-1539	446	7	459	459	NUM
ajis02-1539	446	8	-	-	SYM
ajis02-1539	446	9	468	468	NUM
ajis02-1539	446	10	.	.	PUNCT
ajis02-1539	446	11	ertek	ertek	PROPN
ajis02-1539	446	12	,	,	PUNCT
ajis02-1539	446	13	g.	g.	PROPN
ajis02-1539	446	14	,	,	PUNCT
ajis02-1539	446	15	tokdil	tokdil	PROPN
ajis02-1539	446	16	,	,	PUNCT
ajis02-1539	446	17	b.	b.	PROPN
ajis02-1539	446	18	,	,	PUNCT
ajis02-1539	446	19	&	&	CCONJ
ajis02-1539	446	20	günaydın	günaydın	PROPN
ajis02-1539	446	21	,	,	PUNCT
ajis02-1539	446	22	i̇.	i̇.	PROPN
ajis02-1539	446	23	(	(	PUNCT
ajis02-1539	446	24	2014	2014	NUM
ajis02-1539	446	25	)	)	PUNCT
ajis02-1539	446	26	.	.	PUNCT
ajis02-1539	447	1	risk	risk	NOUN
ajis02-1539	447	2	factors	factor	NOUN
ajis02-1539	447	3	and	and	CCONJ
ajis02-1539	447	4	identifiers	identifier	NOUN
ajis02-1539	447	5	for	for	ADP
ajis02-1539	447	6	alzheimer	alzheimer	PROPN
ajis02-1539	447	7	’s	’s	PART
ajis02-1539	447	8	disease	disease	NOUN
ajis02-1539	447	9	:	:	PUNCT
ajis02-1539	447	10	a	a	DET
ajis02-1539	447	11	data	data	NOUN
ajis02-1539	447	12	mining	mining	NOUN
ajis02-1539	447	13	analysis	analysis	NOUN
ajis02-1539	447	14	.	.	PUNCT
ajis02-1539	448	1	in	in	ADP
ajis02-1539	448	2	:	:	PUNCT
ajis02-1539	448	3	perner	perner	NOUN
ajis02-1539	448	4	,	,	PUNCT
ajis02-1539	448	5	p.	p.	NOUN
ajis02-1539	448	6	(	(	PUNCT
ajis02-1539	448	7	ed	ed	NOUN
ajis02-1539	448	8	.	.	PUNCT
ajis02-1539	448	9	)	)	PUNCT
ajis02-1539	449	1	advances	advance	NOUN
ajis02-1539	449	2	in	in	ADP
ajis02-1539	449	3	data	datum	NOUN
ajis02-1539	449	4	mining	mining	NOUN
ajis02-1539	449	5	.	.	PUNCT
ajis02-1539	450	1	applications	application	NOUN
ajis02-1539	450	2	and	and	CCONJ
ajis02-1539	450	3	theoretical	theoretical	ADJ
ajis02-1539	450	4	aspects	aspect	NOUN
ajis02-1539	450	5	:	:	PUNCT
ajis02-1539	450	6	14th	14th	ADJ
ajis02-1539	450	7	industrial	industrial	ADJ
ajis02-1539	450	8	conference	conference	NOUN
ajis02-1539	450	9	,	,	PUNCT
ajis02-1539	450	10	icdm	icdm	NOUN
ajis02-1539	450	11	2014	2014	NUM
ajis02-1539	450	12	,	,	PUNCT
ajis02-1539	450	13	st	st	PROPN
ajis02-1539	450	14	.	.	PROPN
ajis02-1539	450	15	petersburg	petersburg	PROPN
ajis02-1539	450	16	,	,	PUNCT
ajis02-1539	450	17	russia	russia	PROPN
ajis02-1539	450	18	,	,	PUNCT
ajis02-1539	450	19	july	july	PROPN
ajis02-1539	450	20	16	16	NUM
ajis02-1539	450	21	-	-	SYM
ajis02-1539	450	22	20	20	NUM
ajis02-1539	450	23	,	,	PUNCT
ajis02-1539	450	24	2014	2014	NUM
ajis02-1539	450	25	.	.	PUNCT
ajis02-1539	451	1	proceedings	proceeding	NOUN
ajis02-1539	451	2	.	.	PUNCT
ajis02-1539	452	1	cham	cham	PROPN
ajis02-1539	452	2	:	:	PUNCT
ajis02-1539	452	3	springer	springer	NOUN
ajis02-1539	452	4	international	international	ADJ
ajis02-1539	452	5	publishing	publishing	NOUN
ajis02-1539	452	6	.	.	PUNCT
ajis02-1539	453	1	folstein	folstein	ADJ
ajis02-1539	453	2	,	,	PUNCT
ajis02-1539	453	3	m.	m.	PROPN
ajis02-1539	453	4	f.	f.	PROPN
ajis02-1539	453	5	,	,	PUNCT
ajis02-1539	453	6	folstein	folstein	PROPN
ajis02-1539	453	7	,	,	PUNCT
ajis02-1539	453	8	s.	s.	PROPN
ajis02-1539	453	9	e.	e.	PROPN
ajis02-1539	453	10	,	,	PUNCT
ajis02-1539	453	11	&	&	CCONJ
ajis02-1539	453	12	mchugh	mchugh	PROPN
ajis02-1539	453	13	,	,	PUNCT
ajis02-1539	453	14	p.	p.	PROPN
ajis02-1539	453	15	r.	r.	PROPN
ajis02-1539	453	16	(	(	PUNCT
ajis02-1539	453	17	1975	1975	NUM
ajis02-1539	453	18	)	)	PUNCT
ajis02-1539	453	19	.	.	PUNCT
ajis02-1539	454	1	“	"	PUNCT
ajis02-1539	454	2	“	"	PUNCT
ajis02-1539	454	3	mini	mini	ADJ
ajis02-1539	454	4	-	-	ADJ
ajis02-1539	454	5	mental	mental	ADJ
ajis02-1539	454	6	state	state	NOUN
ajis02-1539	454	7	”	"	PUNCT
ajis02-1539	454	8	:	:	PUNCT
ajis02-1539	454	9	a	a	DET
ajis02-1539	454	10	practical	practical	ADJ
ajis02-1539	454	11	method	method	NOUN
ajis02-1539	454	12	for	for	ADP
ajis02-1539	454	13	grading	grade	VERB
ajis02-1539	454	14	the	the	DET
ajis02-1539	454	15	cognitive	cognitive	ADJ
ajis02-1539	454	16	state	state	NOUN
ajis02-1539	454	17	of	of	ADP
ajis02-1539	454	18	patients	patient	NOUN
ajis02-1539	454	19	for	for	ADP
ajis02-1539	454	20	the	the	DET
ajis02-1539	454	21	clinician	clinician	NOUN
ajis02-1539	454	22	”	"	PUNCT
ajis02-1539	454	23	.	.	PUNCT
ajis02-1539	455	1	journal	journal	PROPN
ajis02-1539	455	2	of	of	ADP
ajis02-1539	455	3	psychiatric	psychiatric	ADJ
ajis02-1539	455	4	research	research	NOUN
ajis02-1539	455	5	,	,	PUNCT
ajis02-1539	455	6	12	12	NUM
ajis02-1539	455	7	,	,	PUNCT
ajis02-1539	455	8	189	189	NUM
ajis02-1539	455	9	-	-	SYM
ajis02-1539	455	10	98	98	NUM
ajis02-1539	455	11	.	.	PUNCT
ajis02-1539	456	1	geng	geng	PROPN
ajis02-1539	456	2	,	,	PUNCT
ajis02-1539	456	3	l.	l.	PROPN
ajis02-1539	456	4	,	,	PUNCT
ajis02-1539	456	5	&	&	CCONJ
ajis02-1539	456	6	hamilton	hamilton	PROPN
ajis02-1539	456	7	,	,	PUNCT
ajis02-1539	456	8	h.	h.	PROPN
ajis02-1539	456	9	j.	j.	PROPN
ajis02-1539	456	10	(	(	PUNCT
ajis02-1539	456	11	2006	2006	NUM
ajis02-1539	456	12	)	)	PUNCT
ajis02-1539	456	13	.	.	PUNCT
ajis02-1539	457	1	“	"	PUNCT
ajis02-1539	457	2	interestingness	interestingness	NOUN
ajis02-1539	457	3	measures	measure	NOUN
ajis02-1539	457	4	for	for	ADP
ajis02-1539	457	5	data	datum	NOUN
ajis02-1539	457	6	mining	mining	NOUN
ajis02-1539	457	7	:	:	PUNCT
ajis02-1539	457	8	a	a	DET
ajis02-1539	457	9	survey	survey	NOUN
ajis02-1539	457	10	”	"	PUNCT
ajis02-1539	457	11	.	.	PUNCT
ajis02-1539	457	12	acm	acm	PROPN
ajis02-1539	457	13	computing	computing	NOUN
ajis02-1539	457	14	surveys	survey	NOUN
ajis02-1539	457	15	,	,	PUNCT
ajis02-1539	457	16	38	38	NUM
ajis02-1539	457	17	,	,	PUNCT
ajis02-1539	457	18	9	9	NUM
ajis02-1539	457	19	.	.	PUNCT
ajis02-1539	457	20	geurts	geurt	NOUN
ajis02-1539	457	21	,	,	PUNCT
ajis02-1539	457	22	p.	p.	NOUN
ajis02-1539	457	23	,	,	PUNCT
ajis02-1539	457	24	ernst	ernst	PROPN
ajis02-1539	457	25	,	,	PUNCT
ajis02-1539	457	26	d.	d.	PROPN
ajis02-1539	457	27	,	,	PUNCT
ajis02-1539	457	28	&	&	CCONJ
ajis02-1539	457	29	wehenkel	wehenkel	PROPN
ajis02-1539	457	30	,	,	PUNCT
ajis02-1539	457	31	l.	l.	PROPN
ajis02-1539	457	32	(	(	PUNCT
ajis02-1539	457	33	2006	2006	NUM
ajis02-1539	457	34	)	)	PUNCT
ajis02-1539	457	35	.	.	PUNCT
ajis02-1539	458	1	“	"	PUNCT
ajis02-1539	458	2	extremely	extremely	ADV
ajis02-1539	458	3	randomized	randomized	ADJ
ajis02-1539	458	4	trees	tree	NOUN
ajis02-1539	458	5	”	"	PUNCT
ajis02-1539	458	6	.	.	PUNCT
ajis02-1539	459	1	machine	machine	NOUN
ajis02-1539	459	2	learning	learning	PROPN
ajis02-1539	459	3	,	,	PUNCT
ajis02-1539	459	4	63	63	NUM
ajis02-1539	459	5	,	,	PUNCT
ajis02-1539	459	6	3	3	NUM
ajis02-1539	459	7	-	-	SYM
ajis02-1539	459	8	42	42	NUM
ajis02-1539	459	9	.	.	PUNCT
ajis02-1539	460	1	hall	hall	PROPN
ajis02-1539	460	2	,	,	PUNCT
ajis02-1539	460	3	m.	m.	NOUN
ajis02-1539	460	4	,	,	PUNCT
ajis02-1539	460	5	frank	frank	PROPN
ajis02-1539	460	6	,	,	PUNCT
ajis02-1539	460	7	e.	e.	PROPN
ajis02-1539	460	8	,	,	PUNCT
ajis02-1539	460	9	holmes	holmes	PROPN
ajis02-1539	460	10	,	,	PUNCT
ajis02-1539	460	11	g.	g.	PROPN
ajis02-1539	460	12	,	,	PUNCT
ajis02-1539	460	13	pfahringer	pfahringer	NOUN
ajis02-1539	460	14	,	,	PUNCT
ajis02-1539	460	15	b.	b.	PROPN
ajis02-1539	460	16	,	,	PUNCT
ajis02-1539	460	17	reutemann	reutemann	PROPN
ajis02-1539	460	18	,	,	PUNCT
ajis02-1539	460	19	p.	p.	PROPN
ajis02-1539	460	20	,	,	PUNCT
ajis02-1539	460	21	&	&	CCONJ
ajis02-1539	460	22	witten	witten	PROPN
ajis02-1539	460	23	,	,	PUNCT
ajis02-1539	460	24	i.	i.	PROPN
ajis02-1539	460	25	h.	h.	PROPN
ajis02-1539	460	26	(	(	PUNCT
ajis02-1539	460	27	2009	2009	NUM
ajis02-1539	460	28	)	)	PUNCT
ajis02-1539	460	29	.	.	PUNCT
ajis02-1539	461	1	“	"	PUNCT
ajis02-1539	461	2	the	the	DET
ajis02-1539	461	3	weka	weka	PROPN
ajis02-1539	461	4	data	data	PROPN
ajis02-1539	461	5	mining	mining	NOUN
ajis02-1539	461	6	software	software	NOUN
ajis02-1539	461	7	:	:	PUNCT
ajis02-1539	461	8	an	an	DET
ajis02-1539	461	9	update	update	NOUN
ajis02-1539	461	10	”	"	PUNCT
ajis02-1539	461	11	.	.	PUNCT
ajis02-1539	462	1	acm	acm	PROPN
ajis02-1539	462	2	sigkdd	sigkdd	VERB
ajis02-1539	462	3	explorations	exploration	NOUN
ajis02-1539	462	4	newsletter	newsletter	NOUN
ajis02-1539	462	5	,	,	PUNCT
ajis02-1539	462	6	11(1):10	11(1):10	NUM
ajis02-1539	462	7	-	-	SYM
ajis02-1539	462	8	18	18	NUM
ajis02-1539	462	9	doi:10.1145/1656274.1656278	doi:10.1145/1656274.1656278	NOUN
ajis02-1539	462	10	.	.	PUNCT
ajis02-1539	463	1	han	han	PROPN
ajis02-1539	463	2	,	,	PUNCT
ajis02-1539	463	3	j.	j.	PROPN
ajis02-1539	463	4	,	,	PUNCT
ajis02-1539	463	5	pei	pei	PROPN
ajis02-1539	463	6	,	,	PUNCT
ajis02-1539	463	7	j.	j.	PROPN
ajis02-1539	463	8	,	,	PUNCT
ajis02-1539	463	9	&	&	CCONJ
ajis02-1539	463	10	kamber	kamber	PROPN
ajis02-1539	463	11	,	,	PUNCT
ajis02-1539	463	12	m.	m.	NOUN
ajis02-1539	463	13	(	(	PUNCT
ajis02-1539	463	14	2011	2011	NUM
ajis02-1539	463	15	)	)	PUNCT
ajis02-1539	463	16	.	.	PUNCT
ajis02-1539	464	1	data	datum	NOUN
ajis02-1539	464	2	mining	mining	NOUN
ajis02-1539	464	3	:	:	PUNCT
ajis02-1539	464	4	concepts	concept	NOUN
ajis02-1539	464	5	and	and	CCONJ
ajis02-1539	464	6	techniques	technique	NOUN
ajis02-1539	464	7	,	,	PUNCT
ajis02-1539	464	8	morgan	morgan	PROPN
ajis02-1539	464	9	kaufmann	kaufmann	PROPN
ajis02-1539	464	10	publishers	publishers	PROPN
ajis02-1539	464	11	inc	inc	PROPN
ajis02-1539	464	12	.	.	PROPN
ajis02-1539	464	13	australasian	australasian	ADJ
ajis02-1539	464	14	journal	journal	NOUN
ajis02-1539	464	15	of	of	ADP
ajis02-1539	464	16	information	information	NOUN
ajis02-1539	464	17	systems	systems	PROPN
ajis02-1539	464	18	adnan	adnan	PROPN
ajis02-1539	464	19	&	&	CCONJ
ajis02-1539	464	20	islam	islam	PROPN
ajis02-1539	464	21	2017	2017	NUM
ajis02-1539	464	22	,	,	PUNCT
ajis02-1539	464	23	vol	vol	NOUN
ajis02-1539	464	24	21	21	NUM
ajis02-1539	464	25	,	,	PUNCT
ajis02-1539	464	26	selected	select	VERB
ajis02-1539	464	27	papers	paper	NOUN
ajis02-1539	464	28	from	from	ADP
ajis02-1539	464	29	ausdm	ausdm	PROPN
ajis02-1539	464	30	forex++	forex++	ADJ
ajis02-1539	464	31	:	:	PUNCT
ajis02-1539	464	32	knowledge	knowledge	NOUN
ajis02-1539	464	33	discovery	discovery	NOUN
ajis02-1539	464	34	from	from	ADP
ajis02-1539	464	35	decision	decision	NOUN
ajis02-1539	464	36	forests	forest	NOUN
ajis02-1539	464	37	19	19	NUM
ajis02-1539	464	38	ho	ho	NOUN
ajis02-1539	464	39	,	,	PUNCT
ajis02-1539	464	40	t.	t.	PROPN
ajis02-1539	464	41	k.	k.	PROPN
ajis02-1539	464	42	(	(	PUNCT
ajis02-1539	464	43	1998	1998	NUM
ajis02-1539	464	44	)	)	PUNCT
ajis02-1539	464	45	.	.	PUNCT
ajis02-1539	465	1	“	"	PUNCT
ajis02-1539	465	2	the	the	DET
ajis02-1539	465	3	random	random	ADJ
ajis02-1539	465	4	subspace	subspace	NOUN
ajis02-1539	465	5	method	method	NOUN
ajis02-1539	465	6	for	for	ADP
ajis02-1539	465	7	constructing	construct	VERB
ajis02-1539	465	8	decision	decision	NOUN
ajis02-1539	465	9	forests	forest	NOUN
ajis02-1539	465	10	”	"	PUNCT
ajis02-1539	465	11	.	.	PUNCT
ajis02-1539	466	1	ieee	ieee	NOUN
ajis02-1539	466	2	transactions	transaction	NOUN
ajis02-1539	466	3	on	on	ADP
ajis02-1539	466	4	pattern	pattern	NOUN
ajis02-1539	466	5	analysis	analysis	NOUN
ajis02-1539	466	6	and	and	CCONJ
ajis02-1539	466	7	machine	machine	NOUN
ajis02-1539	466	8	intelligence	intelligence	NOUN
ajis02-1539	466	9	,	,	PUNCT
ajis02-1539	466	10	20	20	NUM
ajis02-1539	466	11	,	,	PUNCT
ajis02-1539	466	12	832	832	NUM
ajis02-1539	466	13	-	-	SYM
ajis02-1539	466	14	844	844	NUM
ajis02-1539	466	15	.	.	PUNCT
ajis02-1539	467	1	hollingshead	hollingshead	ADJ
ajis02-1539	467	2	,	,	PUNCT
ajis02-1539	467	3	a.	a.	PROPN
ajis02-1539	467	4	b.	b.	PROPN
ajis02-1539	467	5	(	(	PUNCT
ajis02-1539	467	6	1975	1975	NUM
ajis02-1539	467	7	)	)	PUNCT
ajis02-1539	467	8	.	.	PUNCT
ajis02-1539	468	1	four	four	NUM
ajis02-1539	468	2	-	-	PUNCT
ajis02-1539	468	3	factor	factor	NOUN
ajis02-1539	468	4	index	index	NOUN
ajis02-1539	468	5	of	of	ADP
ajis02-1539	468	6	social	social	ADJ
ajis02-1539	468	7	status	status	NOUN
ajis02-1539	468	8	.	.	PUNCT
ajis02-1539	469	1	new	new	ADJ
ajis02-1539	469	2	haven	haven	PROPN
ajis02-1539	469	3	,	,	PUNCT
ajis02-1539	469	4	ct	ct	PROPN
ajis02-1539	469	5	:	:	PUNCT
ajis02-1539	469	6	yale	yale	PROPN
ajis02-1539	469	7	university	university	PROPN
ajis02-1539	469	8	.	.	PUNCT
ajis02-1539	470	1	huysmans	huysmans	PROPN
ajis02-1539	470	2	,	,	PUNCT
ajis02-1539	470	3	j.	j.	PROPN
ajis02-1539	470	4	,	,	PUNCT
ajis02-1539	470	5	baesens	baesens	PROPN
ajis02-1539	470	6	,	,	PUNCT
ajis02-1539	470	7	b.	b.	PROPN
ajis02-1539	470	8	,	,	PUNCT
ajis02-1539	470	9	&	&	CCONJ
ajis02-1539	470	10	vanthienen	vanthienen	PROPN
ajis02-1539	470	11	,	,	PUNCT
ajis02-1539	470	12	j.	j.	PROPN
ajis02-1539	470	13	(	(	PUNCT
ajis02-1539	470	14	2006	2006	NUM
ajis02-1539	470	15	)	)	PUNCT
ajis02-1539	470	16	.	.	PUNCT
ajis02-1539	471	1	“	"	PUNCT
ajis02-1539	471	2	using	use	VERB
ajis02-1539	471	3	rule	rule	NOUN
ajis02-1539	471	4	extraction	extraction	NOUN
ajis02-1539	471	5	to	to	PART
ajis02-1539	471	6	improve	improve	VERB
ajis02-1539	471	7	the	the	DET
ajis02-1539	471	8	comprehensibility	comprehensibility	NOUN
ajis02-1539	471	9	of	of	ADP
ajis02-1539	471	10	predictive	predictive	ADJ
ajis02-1539	471	11	models	model	NOUN
ajis02-1539	471	12	”	"	PUNCT
ajis02-1539	471	13	.	.	PUNCT
ajis02-1539	472	1	fetew	fetew	PROPN
ajis02-1539	472	2	research	research	NOUN
ajis02-1539	472	3	report	report	NOUN
ajis02-1539	472	4	,	,	PUNCT
ajis02-1539	472	5	1	1	NUM
ajis02-1539	472	6	-	-	SYM
ajis02-1539	472	7	55	55	NUM
ajis02-1539	472	8	doi:10.2139	doi:10.2139	NOUN
ajis02-1539	472	9	/	/	PUNCT
ajis02-1539	473	1	ssrn.961358	ssrn.961358	PROPN
ajis02-1539	473	2	.	.	PUNCT
ajis02-1539	473	3	johansson	johansson	PROPN
ajis02-1539	473	4	,	,	PUNCT
ajis02-1539	473	5	u.	u.	PROPN
ajis02-1539	473	6	,	,	PUNCT
ajis02-1539	473	7	sönströd	sönströd	NOUN
ajis02-1539	473	8	,	,	PUNCT
ajis02-1539	473	9	c.	c.	PROPN
ajis02-1539	473	10	,	,	PUNCT
ajis02-1539	473	11	&	&	CCONJ
ajis02-1539	473	12	löfström	löfström	NOUN
ajis02-1539	473	13	,	,	PUNCT
ajis02-1539	473	14	t.	t.	PROPN
ajis02-1539	473	15	(	(	PUNCT
ajis02-1539	473	16	2011	2011	NUM
ajis02-1539	473	17	)	)	PUNCT
ajis02-1539	473	18	.	.	PUNCT
ajis02-1539	474	1	“	"	PUNCT
ajis02-1539	474	2	one	one	NUM
ajis02-1539	474	3	tree	tree	NOUN
ajis02-1539	474	4	to	to	PART
ajis02-1539	474	5	explain	explain	VERB
ajis02-1539	474	6	them	they	PRON
ajis02-1539	474	7	all	all	PRON
ajis02-1539	474	8	”	"	PUNCT
ajis02-1539	474	9	.	.	PUNCT
ajis02-1539	475	1	ieee	ieee	PROPN
ajis02-1539	475	2	congress	congress	PROPN
ajis02-1539	475	3	of	of	ADP
ajis02-1539	475	4	evolutionary	evolutionary	ADJ
ajis02-1539	475	5	computation	computation	NOUN
ajis02-1539	475	6	(	(	PUNCT
ajis02-1539	475	7	cec	cec	PROPN
ajis02-1539	475	8	)	)	PUNCT
ajis02-1539	475	9	,	,	PUNCT
ajis02-1539	475	10	5	5	NUM
ajis02-1539	475	11	-	-	SYM
ajis02-1539	475	12	8	8	NUM
ajis02-1539	475	13	june	june	PROPN
ajis02-1539	475	14	2011	2011	NUM
ajis02-1539	475	15	2011	2011	NUM
ajis02-1539	475	16	.	.	PUNCT
ajis02-1539	476	1	1444	1444	NUM
ajis02-1539	476	2	-	-	SYM
ajis02-1539	476	3	1451	1451	NUM
ajis02-1539	476	4	.	.	PUNCT
ajis02-1539	477	1	lichman	lichman	PROPN
ajis02-1539	477	2	,	,	PUNCT
ajis02-1539	477	3	m.	m.	NOUN
ajis02-1539	477	4	uci	uci	PROPN
ajis02-1539	477	5	machine	machine	NOUN
ajis02-1539	477	6	learning	learn	VERB
ajis02-1539	477	7	repository	repository	NOUN
ajis02-1539	478	1	[	[	X
ajis02-1539	478	2	online	online	X
ajis02-1539	478	3	]	]	X
ajis02-1539	478	4	.	.	PUNCT
ajis02-1539	479	1	available	available	ADJ
ajis02-1539	479	2	:	:	PUNCT
ajis02-1539	479	3	https://archive.ics.uci.edu/ml/index.html	https://archive.ics.uci.edu/ml/index.html	PUNCT
ajis02-1539	479	4	[	[	PUNCT
ajis02-1539	479	5	accessed	access	VERB
ajis02-1539	479	6	15	15	NUM
ajis02-1539	479	7	march	march	NOUN
ajis02-1539	479	8	,	,	PUNCT
ajis02-1539	479	9	2016	2016	NUM
ajis02-1539	479	10	2016	2016	NUM
ajis02-1539	479	11	]	]	PUNCT
ajis02-1539	479	12	.	.	PUNCT
ajis02-1539	480	1	liu	liu	PROPN
ajis02-1539	480	2	,	,	PUNCT
ajis02-1539	480	3	s.	s.	PROPN
ajis02-1539	480	4	,	,	PUNCT
ajis02-1539	480	5	patel	patel	PROPN
ajis02-1539	480	6	,	,	PUNCT
ajis02-1539	480	7	r.	r.	PROPN
ajis02-1539	480	8	y.	y.	PROPN
ajis02-1539	480	9	,	,	PUNCT
ajis02-1539	480	10	daga	daga	NOUN
ajis02-1539	480	11	,	,	PUNCT
ajis02-1539	480	12	p.	p.	PROPN
ajis02-1539	480	13	r.	r.	PROPN
ajis02-1539	480	14	,	,	PUNCT
ajis02-1539	480	15	liu	liu	PROPN
ajis02-1539	480	16	,	,	PUNCT
ajis02-1539	480	17	h.	h.	PROPN
ajis02-1539	480	18	,	,	PUNCT
ajis02-1539	480	19	fu	fu	PROPN
ajis02-1539	480	20	,	,	PUNCT
ajis02-1539	480	21	g.	g.	PROPN
ajis02-1539	480	22	,	,	PUNCT
ajis02-1539	480	23	doerksen	doerksen	PROPN
ajis02-1539	480	24	,	,	PUNCT
ajis02-1539	480	25	r.	r.	PROPN
ajis02-1539	480	26	j.	j.	PROPN
ajis02-1539	480	27	,	,	PUNCT
ajis02-1539	480	28	&	&	CCONJ
ajis02-1539	480	29	wilkins	wilkins	PROPN
ajis02-1539	480	30	,	,	PUNCT
ajis02-1539	480	31	d.	d.	PROPN
ajis02-1539	480	32	e.	e.	PROPN
ajis02-1539	480	33	(	(	PUNCT
ajis02-1539	480	34	2012	2012	NUM
ajis02-1539	480	35	)	)	PUNCT
ajis02-1539	480	36	.	.	PUNCT
ajis02-1539	481	1	“	"	PUNCT
ajis02-1539	481	2	combined	combined	ADJ
ajis02-1539	481	3	rule	rule	NOUN
ajis02-1539	481	4	extraction	extraction	NOUN
ajis02-1539	481	5	and	and	CCONJ
ajis02-1539	481	6	feature	feature	NOUN
ajis02-1539	481	7	elimination	elimination	NOUN
ajis02-1539	481	8	in	in	ADP
ajis02-1539	481	9	supervised	supervised	ADJ
ajis02-1539	481	10	classification	classification	NOUN
ajis02-1539	481	11	”	"	PUNCT
ajis02-1539	481	12	.	.	PUNCT
ajis02-1539	482	1	ieee	ieee	NOUN
ajis02-1539	482	2	transactions	transaction	NOUN
ajis02-1539	482	3	on	on	ADP
ajis02-1539	482	4	nanobioscience	nanobioscience	NOUN
ajis02-1539	482	5	,	,	PUNCT
ajis02-1539	482	6	11(3):228	11(3):228	NUM
ajis02-1539	482	7	-	-	SYM
ajis02-1539	482	8	236	236	NUM
ajis02-1539	482	9	doi:10.1109	doi:10.1109	VERB
ajis02-1539	482	10	/	/	SYM
ajis02-1539	482	11	tnb.2012.2213264	tnb.2012.2213264	NOUN
ajis02-1539	482	12	.	.	PUNCT
ajis02-1539	483	1	lu	lu	PROPN
ajis02-1539	483	2	,	,	PUNCT
ajis02-1539	483	3	z.	z.	PROPN
ajis02-1539	483	4	,	,	PUNCT
ajis02-1539	483	5	wu	wu	PROPN
ajis02-1539	483	6	,	,	PUNCT
ajis02-1539	483	7	x.	x.	PROPN
ajis02-1539	483	8	,	,	PUNCT
ajis02-1539	483	9	zhu	zhu	PROPN
ajis02-1539	483	10	,	,	PUNCT
ajis02-1539	483	11	x.	x.	PROPN
ajis02-1539	483	12	,	,	PUNCT
ajis02-1539	483	13	&	&	CCONJ
ajis02-1539	483	14	bongard	bongard	NOUN
ajis02-1539	483	15	,	,	PUNCT
ajis02-1539	483	16	j.	j.	PROPN
ajis02-1539	483	17	(	(	PUNCT
ajis02-1539	483	18	2010	2010	NUM
ajis02-1539	483	19	)	)	PUNCT
ajis02-1539	483	20	.	.	PUNCT
ajis02-1539	484	1	“	"	PUNCT
ajis02-1539	484	2	ensemble	ensemble	ADJ
ajis02-1539	484	3	pruning	pruning	NOUN
ajis02-1539	484	4	via	via	ADP
ajis02-1539	484	5	individual	individual	ADJ
ajis02-1539	484	6	contribution	contribution	NOUN
ajis02-1539	484	7	ordering	ordering	NOUN
ajis02-1539	484	8	”	"	PUNCT
ajis02-1539	484	9	.	.	PUNCT
ajis02-1539	485	1	proceedings	proceeding	NOUN
ajis02-1539	485	2	of	of	ADP
ajis02-1539	485	3	the	the	DET
ajis02-1539	485	4	16th	16th	ADJ
ajis02-1539	485	5	acm	acm	PROPN
ajis02-1539	485	6	sigkdd	sigkdd	NOUN
ajis02-1539	485	7	international	international	ADJ
ajis02-1539	485	8	conference	conference	NOUN
ajis02-1539	485	9	on	on	ADP
ajis02-1539	485	10	knowledge	knowledge	NOUN
ajis02-1539	485	11	discovery	discovery	PROPN
ajis02-1539	485	12	and	and	CCONJ
ajis02-1539	485	13	data	datum	NOUN
ajis02-1539	485	14	mining	mining	NOUN
ajis02-1539	485	15	.	.	PUNCT
ajis02-1539	486	1	washington	washington	PROPN
ajis02-1539	486	2	,	,	PUNCT
ajis02-1539	486	3	dc	dc	PROPN
ajis02-1539	486	4	,	,	PUNCT
ajis02-1539	486	5	usa	usa	PROPN
ajis02-1539	486	6	.	.	PROPN
ajis02-1539	486	7	margineantu	margineantu	PROPN
ajis02-1539	486	8	,	,	PUNCT
ajis02-1539	486	9	d.	d.	PROPN
ajis02-1539	486	10	d.	d.	PROPN
ajis02-1539	486	11	,	,	PUNCT
ajis02-1539	486	12	&	&	CCONJ
ajis02-1539	486	13	dietterich	dietterich	PROPN
ajis02-1539	486	14	,	,	PUNCT
ajis02-1539	486	15	t.	t.	PROPN
ajis02-1539	486	16	g.	g.	PROPN
ajis02-1539	486	17	(	(	PUNCT
ajis02-1539	486	18	1997	1997	NUM
ajis02-1539	486	19	)	)	PUNCT
ajis02-1539	486	20	.	.	PUNCT
ajis02-1539	487	1	“	"	PUNCT
ajis02-1539	487	2	pruning	prune	VERB
ajis02-1539	487	3	adaptive	adaptive	ADJ
ajis02-1539	487	4	boosting	boosting	NOUN
ajis02-1539	487	5	”	"	PUNCT
ajis02-1539	487	6	.	.	PUNCT
ajis02-1539	488	1	proceedings	proceeding	NOUN
ajis02-1539	488	2	of	of	ADP
ajis02-1539	488	3	the	the	DET
ajis02-1539	488	4	fourteenth	fourteenth	ADJ
ajis02-1539	488	5	international	international	ADJ
ajis02-1539	488	6	conference	conference	NOUN
ajis02-1539	488	7	on	on	ADP
ajis02-1539	488	8	machine	machine	NOUN
ajis02-1539	488	9	learning	learning	NOUN
ajis02-1539	488	10	.	.	PUNCT
ajis02-1539	489	1	morgan	morgan	PROPN
ajis02-1539	489	2	kaufmann	kaufmann	PROPN
ajis02-1539	489	3	publishers	publishers	PROPN
ajis02-1539	489	4	inc	inc	PROPN
ajis02-1539	489	5	.	.	PROPN
ajis02-1539	489	6	martens	martens	PROPN
ajis02-1539	489	7	,	,	PUNCT
ajis02-1539	489	8	d.	d.	PROPN
ajis02-1539	489	9	,	,	PUNCT
ajis02-1539	489	10	huysmans	huysmans	PROPN
ajis02-1539	489	11	,	,	PUNCT
ajis02-1539	489	12	j.	j.	PROPN
ajis02-1539	489	13	,	,	PUNCT
ajis02-1539	489	14	setiono	setiono	PROPN
ajis02-1539	489	15	,	,	PUNCT
ajis02-1539	489	16	r.	r.	PROPN
ajis02-1539	489	17	,	,	PUNCT
ajis02-1539	489	18	vanthienen	vanthienen	PROPN
ajis02-1539	489	19	,	,	PUNCT
ajis02-1539	489	20	j.	j.	PROPN
ajis02-1539	489	21	,	,	PUNCT
ajis02-1539	489	22	&	&	CCONJ
ajis02-1539	489	23	baesens	baesens	PROPN
ajis02-1539	489	24	,	,	PUNCT
ajis02-1539	489	25	b.	b.	PROPN
ajis02-1539	489	26	(	(	PUNCT
ajis02-1539	489	27	2008	2008	NUM
ajis02-1539	489	28	)	)	PUNCT
ajis02-1539	489	29	.	.	PUNCT
ajis02-1539	490	1	“	"	PUNCT
ajis02-1539	490	2	rule	rule	VERB
ajis02-1539	490	3	extraction	extraction	NOUN
ajis02-1539	490	4	from	from	ADP
ajis02-1539	490	5	support	support	NOUN
ajis02-1539	490	6	vector	vector	NOUN
ajis02-1539	490	7	machines	machine	NOUN
ajis02-1539	490	8	:	:	PUNCT
ajis02-1539	490	9	an	an	DET
ajis02-1539	490	10	overview	overview	NOUN
ajis02-1539	490	11	of	of	ADP
ajis02-1539	490	12	issues	issue	NOUN
ajis02-1539	490	13	and	and	CCONJ
ajis02-1539	490	14	application	application	NOUN
ajis02-1539	490	15	in	in	ADP
ajis02-1539	490	16	credit	credit	NOUN
ajis02-1539	490	17	scoring	scoring	NOUN
ajis02-1539	490	18	”	"	PUNCT
ajis02-1539	490	19	.	.	PUNCT
ajis02-1539	491	1	rule	rule	NOUN
ajis02-1539	491	2	extraction	extraction	NOUN
ajis02-1539	491	3	from	from	ADP
ajis02-1539	491	4	support	support	NOUN
ajis02-1539	491	5	vector	vector	NOUN
ajis02-1539	491	6	machines	machine	NOUN
ajis02-1539	491	7	.	.	PUNCT
ajis02-1539	492	1	springer	springer	PROPN
ajis02-1539	492	2	berlin	berlin	PROPN
ajis02-1539	492	3	heidelberg	heidelberg	PROPN
ajis02-1539	492	4	.	.	PUNCT
ajis02-1539	493	1	martínez	martínez	PROPN
ajis02-1539	493	2	-	-	PUNCT
ajis02-1539	493	3	muñoz	muñoz	PROPN
ajis02-1539	493	4	,	,	PUNCT
ajis02-1539	493	5	g.	g.	PROPN
ajis02-1539	493	6	,	,	PUNCT
ajis02-1539	493	7	hernández	hernández	PROPN
ajis02-1539	493	8	-	-	PUNCT
ajis02-1539	493	9	lobato	lobato	PROPN
ajis02-1539	493	10	,	,	PUNCT
ajis02-1539	493	11	d.	d.	PROPN
ajis02-1539	493	12	,	,	PUNCT
ajis02-1539	493	13	&	&	CCONJ
ajis02-1539	493	14	suárez	suárez	PROPN
ajis02-1539	493	15	,	,	PUNCT
ajis02-1539	493	16	a.	a.	NOUN
ajis02-1539	493	17	(	(	PUNCT
ajis02-1539	493	18	2009	2009	NUM
ajis02-1539	493	19	)	)	PUNCT
ajis02-1539	493	20	.	.	PUNCT
ajis02-1539	494	1	“	"	PUNCT
ajis02-1539	494	2	an	an	DET
ajis02-1539	494	3	analysis	analysis	NOUN
ajis02-1539	494	4	of	of	ADP
ajis02-1539	494	5	ensemble	ensemble	ADJ
ajis02-1539	494	6	pruning	pruning	NOUN
ajis02-1539	494	7	techniques	technique	NOUN
ajis02-1539	494	8	based	base	VERB
ajis02-1539	494	9	on	on	ADP
ajis02-1539	494	10	ordered	order	VERB
ajis02-1539	494	11	aggregation	aggregation	NOUN
ajis02-1539	494	12	”	"	PUNCT
ajis02-1539	494	13	.	.	PUNCT
ajis02-1539	495	1	ieee	ieee	NOUN
ajis02-1539	495	2	transactions	transaction	NOUN
ajis02-1539	495	3	on	on	ADP
ajis02-1539	495	4	pattern	pattern	NOUN
ajis02-1539	495	5	analysis	analysis	NOUN
ajis02-1539	495	6	and	and	CCONJ
ajis02-1539	495	7	machine	machine	NOUN
ajis02-1539	495	8	intelligence	intelligence	NOUN
ajis02-1539	495	9	,	,	PUNCT
ajis02-1539	495	10	31	31	NUM
ajis02-1539	495	11	,	,	PUNCT
ajis02-1539	495	12	245	245	NUM
ajis02-1539	495	13	-	-	SYM
ajis02-1539	495	14	259	259	NUM
ajis02-1539	495	15	.	.	PUNCT
ajis02-1539	496	1	martınez	martınez	PROPN
ajis02-1539	496	2	-	-	PUNCT
ajis02-1539	496	3	munoz	munoz	PROPN
ajis02-1539	496	4	,	,	PUNCT
ajis02-1539	496	5	g.	g.	PROPN
ajis02-1539	496	6	,	,	PUNCT
ajis02-1539	496	7	&	&	CCONJ
ajis02-1539	496	8	suárez	suárez	PROPN
ajis02-1539	496	9	,	,	PUNCT
ajis02-1539	496	10	a.	a.	NOUN
ajis02-1539	496	11	(	(	PUNCT
ajis02-1539	496	12	2004	2004	NUM
ajis02-1539	496	13	)	)	PUNCT
ajis02-1539	496	14	.	.	PUNCT
ajis02-1539	497	1	“	"	PUNCT
ajis02-1539	497	2	aggregation	aggregation	NOUN
ajis02-1539	497	3	ordering	ordering	NOUN
ajis02-1539	497	4	in	in	ADP
ajis02-1539	497	5	bagging	bagging	NOUN
ajis02-1539	497	6	”	"	PUNCT
ajis02-1539	497	7	.	.	PUNCT
ajis02-1539	498	1	international	international	ADJ
ajis02-1539	498	2	conference	conference	NOUN
ajis02-1539	498	3	on	on	ADP
ajis02-1539	498	4	artificial	artificial	ADJ
ajis02-1539	498	5	intelligence	intelligence	NOUN
ajis02-1539	498	6	and	and	CCONJ
ajis02-1539	498	7	applications	application	NOUN
ajis02-1539	498	8	(	(	PUNCT
ajis02-1539	498	9	iasted	iaste	VERB
ajis02-1539	498	10	2004	2004	NUM
ajis02-1539	498	11	)	)	PUNCT
ajis02-1539	498	12	.	.	PUNCT
ajis02-1539	499	1	martínez	martínez	PROPN
ajis02-1539	499	2	-	-	PUNCT
ajis02-1539	499	3	muñoz	muñoz	PROPN
ajis02-1539	499	4	,	,	PUNCT
ajis02-1539	499	5	g.	g.	PROPN
ajis02-1539	499	6	,	,	PUNCT
ajis02-1539	499	7	&	&	CCONJ
ajis02-1539	499	8	suárez	suárez	PROPN
ajis02-1539	499	9	,	,	PUNCT
ajis02-1539	499	10	a.	a.	NOUN
ajis02-1539	499	11	(	(	PUNCT
ajis02-1539	499	12	2010	2010	NUM
ajis02-1539	499	13	)	)	PUNCT
ajis02-1539	499	14	.	.	PUNCT
ajis02-1539	500	1	“	"	PUNCT
ajis02-1539	500	2	out	out	ADP
ajis02-1539	500	3	-	-	PUNCT
ajis02-1539	500	4	of	of	ADP
ajis02-1539	500	5	-	-	PUNCT
ajis02-1539	500	6	bag	bag	NOUN
ajis02-1539	500	7	estimation	estimation	NOUN
ajis02-1539	500	8	of	of	ADP
ajis02-1539	500	9	the	the	DET
ajis02-1539	500	10	optimal	optimal	ADJ
ajis02-1539	500	11	sample	sample	NOUN
ajis02-1539	500	12	size	size	NOUN
ajis02-1539	500	13	in	in	ADP
ajis02-1539	500	14	bagging	bagging	NOUN
ajis02-1539	500	15	”	"	PUNCT
ajis02-1539	500	16	.	.	PUNCT
ajis02-1539	501	1	pattern	pattern	NOUN
ajis02-1539	501	2	recognition	recognition	NOUN
ajis02-1539	501	3	,	,	PUNCT
ajis02-1539	501	4	43	43	NUM
ajis02-1539	501	5	,	,	PUNCT
ajis02-1539	501	6	143	143	NUM
ajis02-1539	501	7	-	-	SYM
ajis02-1539	501	8	152	152	NUM
ajis02-1539	501	9	.	.	PUNCT
ajis02-1539	502	1	mashayekhi	mashayekhi	PROPN
ajis02-1539	502	2	,	,	PUNCT
ajis02-1539	502	3	m.	m.	NOUN
ajis02-1539	502	4	,	,	PUNCT
ajis02-1539	502	5	&	&	CCONJ
ajis02-1539	502	6	gras	gras	PROPN
ajis02-1539	502	7	,	,	PUNCT
ajis02-1539	502	8	r.	r.	PROPN
ajis02-1539	502	9	(	(	PUNCT
ajis02-1539	502	10	2015	2015	NUM
ajis02-1539	502	11	)	)	PUNCT
ajis02-1539	502	12	.	.	PUNCT
ajis02-1539	503	1	“	"	PUNCT
ajis02-1539	503	2	rule	rule	VERB
ajis02-1539	503	3	extraction	extraction	NOUN
ajis02-1539	503	4	from	from	ADP
ajis02-1539	503	5	random	random	ADJ
ajis02-1539	503	6	forest	forest	NOUN
ajis02-1539	503	7	:	:	PUNCT
ajis02-1539	503	8	the	the	DET
ajis02-1539	503	9	rf+hc	rf+hc	NUM
ajis02-1539	503	10	methods	method	NOUN
ajis02-1539	503	11	”	"	PUNCT
ajis02-1539	503	12	.	.	PUNCT
ajis02-1539	504	1	28th	28th	ADJ
ajis02-1539	504	2	canadian	canadian	ADJ
ajis02-1539	504	3	conference	conference	NOUN
ajis02-1539	504	4	on	on	ADP
ajis02-1539	504	5	artificial	artificial	ADJ
ajis02-1539	504	6	intelligence	intelligence	NOUN
ajis02-1539	504	7	,	,	PUNCT
ajis02-1539	504	8	canadian	canadian	PROPN
ajis02-1539	504	9	ai	ai	VERB
ajis02-1539	504	10	2015	2015	NUM
ajis02-1539	504	11	,	,	PUNCT
ajis02-1539	504	12	halifax	halifax	PROPN
ajis02-1539	504	13	,	,	PUNCT
ajis02-1539	504	14	nova	nova	PROPN
ajis02-1539	504	15	scotia	scotia	PROPN
ajis02-1539	504	16	,	,	PUNCT
ajis02-1539	504	17	canada	canada	PROPN
ajis02-1539	504	18	,	,	PUNCT
ajis02-1539	504	19	june	june	PROPN
ajis02-1539	504	20	2	2	NUM
ajis02-1539	504	21	-	-	SYM
ajis02-1539	504	22	5	5	NUM
ajis02-1539	504	23	,	,	PUNCT
ajis02-1539	504	24	2015	2015	NUM
ajis02-1539	504	25	,	,	PUNCT
ajis02-1539	504	26	proceedings	proceeding	NOUN
ajis02-1539	504	27	.	.	PUNCT
ajis02-1539	505	1	cham	cham	PROPN
ajis02-1539	505	2	:	:	PUNCT
ajis02-1539	505	3	springer	springer	NOUN
ajis02-1539	505	4	international	international	ADJ
ajis02-1539	505	5	publishing	publishing	NOUN
ajis02-1539	505	6	.	.	PUNCT
ajis02-1539	506	1	morris	morris	PROPN
ajis02-1539	506	2	,	,	PUNCT
ajis02-1539	506	3	j.	j.	PROPN
ajis02-1539	506	4	c.	c.	PROPN
ajis02-1539	506	5	(	(	PUNCT
ajis02-1539	506	6	1993	1993	NUM
ajis02-1539	506	7	)	)	PUNCT
ajis02-1539	506	8	.	.	PUNCT
ajis02-1539	507	1	“	"	PUNCT
ajis02-1539	507	2	the	the	DET
ajis02-1539	507	3	clinical	clinical	ADJ
ajis02-1539	507	4	dementia	dementia	NOUN
ajis02-1539	507	5	rating	rating	NOUN
ajis02-1539	507	6	(	(	PUNCT
ajis02-1539	507	7	cdr	cdr	NOUN
ajis02-1539	507	8	):	):	PUNCT
ajis02-1539	507	9	current	current	ADJ
ajis02-1539	507	10	version	version	NOUN
ajis02-1539	507	11	and	and	CCONJ
ajis02-1539	507	12	scoring	scoring	NOUN
ajis02-1539	507	13	rules	rule	NOUN
ajis02-1539	507	14	”	"	PUNCT
ajis02-1539	507	15	.	.	PUNCT
ajis02-1539	508	1	neurology	neurology	NOUN
ajis02-1539	508	2	,	,	PUNCT
ajis02-1539	508	3	43	43	NUM
ajis02-1539	508	4	,	,	PUNCT
ajis02-1539	508	5	2412	2412	NUM
ajis02-1539	508	6	-	-	SYM
ajis02-1539	508	7	4	4	NUM
ajis02-1539	508	8	.	.	PUNCT
ajis02-1539	509	1	murthy	murthy	PROPN
ajis02-1539	509	2	,	,	PUNCT
ajis02-1539	509	3	s.	s.	PROPN
ajis02-1539	509	4	k.	k.	PROPN
ajis02-1539	509	5	(	(	PUNCT
ajis02-1539	509	6	1998	1998	NUM
ajis02-1539	509	7	)	)	PUNCT
ajis02-1539	509	8	.	.	PUNCT
ajis02-1539	510	1	“	"	PUNCT
ajis02-1539	510	2	automatic	automatic	ADJ
ajis02-1539	510	3	construction	construction	NOUN
ajis02-1539	510	4	of	of	ADP
ajis02-1539	510	5	decision	decision	NOUN
ajis02-1539	510	6	trees	tree	NOUN
ajis02-1539	510	7	from	from	ADP
ajis02-1539	510	8	data	datum	NOUN
ajis02-1539	510	9	:	:	PUNCT
ajis02-1539	510	10	a	a	DET
ajis02-1539	510	11	multi	multi	ADJ
ajis02-1539	510	12	-	-	ADJ
ajis02-1539	510	13	disciplinary	disciplinary	ADJ
ajis02-1539	510	14	survey	survey	NOUN
ajis02-1539	510	15	”	"	PUNCT
ajis02-1539	510	16	.	.	PUNCT
ajis02-1539	511	1	data	datum	NOUN
ajis02-1539	511	2	mining	mining	NOUN
ajis02-1539	511	3	and	and	CCONJ
ajis02-1539	511	4	knowledge	knowledge	NOUN
ajis02-1539	511	5	discovery	discovery	NOUN
ajis02-1539	511	6	.	.	PUNCT
ajis02-1539	512	1	2	2	NUM
ajis02-1539	512	2	,	,	PUNCT
ajis02-1539	512	3	345	345	NUM
ajis02-1539	512	4	-	-	SYM
ajis02-1539	512	5	389	389	NUM
ajis02-1539	512	6	.	.	PUNCT
ajis02-1539	513	1	nelson	nelson	PROPN
ajis02-1539	513	2	,	,	PUNCT
ajis02-1539	513	3	j.	j.	PROPN
ajis02-1539	513	4	(	(	PUNCT
ajis02-1539	513	5	2015	2015	NUM
ajis02-1539	513	6	)	)	PUNCT
ajis02-1539	513	7	.	.	PUNCT
ajis02-1539	514	1	thallium	thallium	PROPN
ajis02-1539	514	2	stress	stress	PROPN
ajis02-1539	514	3	test	test	NOUN
ajis02-1539	515	1	[	[	X
ajis02-1539	515	2	online	online	X
ajis02-1539	515	3	]	]	X
ajis02-1539	515	4	.	.	PUNCT
ajis02-1539	516	1	available	available	ADJ
ajis02-1539	516	2	:	:	PUNCT
ajis02-1539	517	1	http://www.healthline.com/health/thallium-stress-test	http://www.healthline.com/health/thallium-stress-t	ADJ
ajis02-1539	517	2	[	[	PUNCT
ajis02-1539	517	3	accessed	access	VERB
ajis02-1539	517	4	15	15	NUM
ajis02-1539	517	5	november	november	PROPN
ajis02-1539	517	6	,	,	PUNCT
ajis02-1539	517	7	2016	2016	NUM
ajis02-1539	517	8	2016	2016	NUM
ajis02-1539	517	9	]	]	PUNCT
ajis02-1539	517	10	.	.	PUNCT
ajis02-1539	518	1	nichols	nichols	PROPN
ajis02-1539	518	2	,	,	PUNCT
ajis02-1539	518	3	m.	m.	PROPN
ajis02-1539	518	4	,	,	PUNCT
ajis02-1539	518	5	townsend	townsend	PROPN
ajis02-1539	518	6	,	,	PUNCT
ajis02-1539	518	7	n.	n.	PROPN
ajis02-1539	518	8	,	,	PUNCT
ajis02-1539	518	9	scarborough	scarborough	PROPN
ajis02-1539	518	10	,	,	PUNCT
ajis02-1539	518	11	p.	p.	PROPN
ajis02-1539	518	12	,	,	PUNCT
ajis02-1539	518	13	&	&	CCONJ
ajis02-1539	518	14	rayner	rayner	PROPN
ajis02-1539	518	15	,	,	PUNCT
ajis02-1539	518	16	m.	m.	NOUN
ajis02-1539	518	17	(	(	PUNCT
ajis02-1539	518	18	2014	2014	NUM
ajis02-1539	518	19	)	)	PUNCT
ajis02-1539	518	20	.	.	PUNCT
ajis02-1539	519	1	“	"	PUNCT
ajis02-1539	519	2	cardiovascular	cardiovascular	ADJ
ajis02-1539	519	3	disease	disease	NOUN
ajis02-1539	519	4	in	in	ADP
ajis02-1539	519	5	europe	europe	PROPN
ajis02-1539	519	6	2014	2014	NUM
ajis02-1539	519	7	:	:	PUNCT
ajis02-1539	519	8	epidemiological	epidemiological	ADJ
ajis02-1539	519	9	update	update	NOUN
ajis02-1539	519	10	”	"	PUNCT
ajis02-1539	519	11	.	.	PUNCT
ajis02-1539	520	1	european	european	ADJ
ajis02-1539	520	2	heart	heart	PROPN
ajis02-1539	520	3	journal	journal	PROPN
ajis02-1539	520	4	,	,	PUNCT
ajis02-1539	520	5	35	35	NUM
ajis02-1539	520	6	,	,	PUNCT
ajis02-1539	520	7	2950	2950	NUM
ajis02-1539	520	8	-	-	SYM
ajis02-1539	520	9	2959	2959	NUM
ajis02-1539	520	10	.	.	PUNCT
ajis02-1539	521	1	polikar	polikar	PROPN
ajis02-1539	521	2	,	,	PUNCT
ajis02-1539	521	3	r.	r.	PROPN
ajis02-1539	521	4	(	(	PUNCT
ajis02-1539	521	5	2006	2006	NUM
ajis02-1539	521	6	)	)	PUNCT
ajis02-1539	521	7	.	.	PUNCT
ajis02-1539	522	1	“	"	PUNCT
ajis02-1539	522	2	ensemble	ensemble	ADJ
ajis02-1539	522	3	based	base	VERB
ajis02-1539	522	4	systems	system	NOUN
ajis02-1539	522	5	in	in	ADP
ajis02-1539	522	6	decision	decision	NOUN
ajis02-1539	522	7	making	make	VERB
ajis02-1539	522	8	”	"	PUNCT
ajis02-1539	522	9	.	.	PUNCT
ajis02-1539	523	1	ieee	ieee	NOUN
ajis02-1539	523	2	circuits	circuit	NOUN
ajis02-1539	523	3	and	and	CCONJ
ajis02-1539	523	4	systems	system	NOUN
ajis02-1539	523	5	magazine	magazine	NOUN
ajis02-1539	523	6	,	,	PUNCT
ajis02-1539	523	7	6	6	NUM
ajis02-1539	523	8	,	,	PUNCT
ajis02-1539	523	9	21	21	NUM
ajis02-1539	523	10	-	-	SYM
ajis02-1539	523	11	45	45	NUM
ajis02-1539	523	12	.	.	PUNCT
ajis02-1539	524	1	quinlan	quinlan	PROPN
ajis02-1539	524	2	,	,	PUNCT
ajis02-1539	524	3	j.	j.	PROPN
ajis02-1539	524	4	r.	r.	PROPN
ajis02-1539	524	5	(	(	PUNCT
ajis02-1539	524	6	1993	1993	NUM
ajis02-1539	524	7	)	)	PUNCT
ajis02-1539	524	8	.	.	PUNCT
ajis02-1539	525	1	c4.5	c4.5	PROPN
ajis02-1539	525	2	:	:	PUNCT
ajis02-1539	525	3	programs	program	NOUN
ajis02-1539	525	4	for	for	ADP
ajis02-1539	525	5	machine	machine	NOUN
ajis02-1539	525	6	learning	learning	NOUN
ajis02-1539	525	7	,	,	PUNCT
ajis02-1539	525	8	morgan	morgan	PROPN
ajis02-1539	525	9	kaufmann	kaufmann	PROPN
ajis02-1539	525	10	publishers	publishers	PROPN
ajis02-1539	525	11	inc	inc	PROPN
ajis02-1539	525	12	.	.	PROPN
ajis02-1539	525	13	australasian	australasian	ADJ
ajis02-1539	525	14	journal	journal	NOUN
ajis02-1539	525	15	of	of	ADP
ajis02-1539	525	16	information	information	NOUN
ajis02-1539	525	17	systems	systems	PROPN
ajis02-1539	525	18	adnan	adnan	PROPN
ajis02-1539	525	19	&	&	CCONJ
ajis02-1539	525	20	islam	islam	PROPN
ajis02-1539	525	21	2017	2017	NUM
ajis02-1539	525	22	,	,	PUNCT
ajis02-1539	525	23	vol	vol	NOUN
ajis02-1539	525	24	21	21	NUM
ajis02-1539	525	25	,	,	PUNCT
ajis02-1539	525	26	selected	select	VERB
ajis02-1539	525	27	papers	paper	NOUN
ajis02-1539	525	28	from	from	ADP
ajis02-1539	525	29	ausdm	ausdm	PROPN
ajis02-1539	525	30	forex++	forex++	ADJ
ajis02-1539	525	31	:	:	PUNCT
ajis02-1539	525	32	knowledge	knowledge	NOUN
ajis02-1539	525	33	discovery	discovery	NOUN
ajis02-1539	525	34	from	from	ADP
ajis02-1539	525	35	decision	decision	NOUN
ajis02-1539	525	36	forests	forest	NOUN
ajis02-1539	525	37	20	20	NUM
ajis02-1539	525	38	quinlan	quinlan	PROPN
ajis02-1539	525	39	,	,	PUNCT
ajis02-1539	525	40	j.	j.	PROPN
ajis02-1539	525	41	r.	r.	PROPN
ajis02-1539	525	42	(	(	PUNCT
ajis02-1539	525	43	1996a	1996a	NUM
ajis02-1539	525	44	)	)	PUNCT
ajis02-1539	525	45	.	.	PUNCT
ajis02-1539	526	1	“	"	PUNCT
ajis02-1539	526	2	bagging	bagging	NOUN
ajis02-1539	526	3	,	,	PUNCT
ajis02-1539	526	4	boosting	boost	VERB
ajis02-1539	526	5	,	,	PUNCT
ajis02-1539	526	6	and	and	CCONJ
ajis02-1539	526	7	c4.5	c4.5	PROPN
ajis02-1539	526	8	”	"	PUNCT
ajis02-1539	526	9	.	.	PUNCT
ajis02-1539	527	1	proceedings	proceeding	NOUN
ajis02-1539	527	2	of	of	ADP
ajis02-1539	527	3	the	the	DET
ajis02-1539	527	4	thirteenth	thirteenth	ADJ
ajis02-1539	527	5	national	national	ADJ
ajis02-1539	527	6	conference	conference	NOUN
ajis02-1539	527	7	on	on	ADP
ajis02-1539	527	8	artificial	artificial	ADJ
ajis02-1539	527	9	intelligence	intelligence	NOUN
ajis02-1539	527	10	volume	volume	NOUN
ajis02-1539	527	11	1	1	NUM
ajis02-1539	527	12	.	.	PUNCT
ajis02-1539	528	1	portland	portland	PROPN
ajis02-1539	528	2	,	,	PUNCT
ajis02-1539	528	3	oregon	oregon	PROPN
ajis02-1539	528	4	:	:	PUNCT
ajis02-1539	528	5	aaai	aaai	PROPN
ajis02-1539	528	6	press	press	PROPN
ajis02-1539	528	7	.	.	PUNCT
ajis02-1539	529	1	quinlan	quinlan	PROPN
ajis02-1539	529	2	,	,	PUNCT
ajis02-1539	529	3	j.	j.	PROPN
ajis02-1539	529	4	r.	r.	PROPN
ajis02-1539	529	5	(	(	PUNCT
ajis02-1539	529	6	1996b	1996b	NUM
ajis02-1539	529	7	)	)	PUNCT
ajis02-1539	529	8	.	.	PUNCT
ajis02-1539	530	1	“	"	PUNCT
ajis02-1539	530	2	improved	improve	VERB
ajis02-1539	530	3	use	use	NOUN
ajis02-1539	530	4	of	of	ADP
ajis02-1539	530	5	continuous	continuous	ADJ
ajis02-1539	530	6	attributes	attribute	NOUN
ajis02-1539	530	7	in	in	ADP
ajis02-1539	530	8	c4.5	c4.5	PROPN
ajis02-1539	530	9	”	"	PUNCT
ajis02-1539	530	10	.	.	PUNCT
ajis02-1539	531	1	journal	journal	PROPN
ajis02-1539	531	2	of	of	ADP
ajis02-1539	531	3	artificial	artificial	ADJ
ajis02-1539	531	4	intelligence	intelligence	NOUN
ajis02-1539	531	5	research	research	NOUN
ajis02-1539	531	6	.	.	PUNCT
ajis02-1539	532	1	4	4	NUM
ajis02-1539	532	2	,	,	PUNCT
ajis02-1539	532	3	77	77	NUM
ajis02-1539	532	4	-	-	SYM
ajis02-1539	532	5	90	90	NUM
ajis02-1539	532	6	.	.	PUNCT
ajis02-1539	533	1	ruta	ruta	PROPN
ajis02-1539	533	2	,	,	PUNCT
ajis02-1539	533	3	d.	d.	PROPN
ajis02-1539	533	4	,	,	PUNCT
ajis02-1539	533	5	&	&	CCONJ
ajis02-1539	533	6	gabrys	gabrys	PROPN
ajis02-1539	533	7	,	,	PUNCT
ajis02-1539	533	8	b.	b.	PROPN
ajis02-1539	533	9	(	(	PUNCT
ajis02-1539	533	10	2005	2005	NUM
ajis02-1539	533	11	)	)	PUNCT
ajis02-1539	533	12	.	.	PUNCT
ajis02-1539	534	1	“	"	PUNCT
ajis02-1539	534	2	classifier	classifier	NOUN
ajis02-1539	534	3	selection	selection	NOUN
ajis02-1539	534	4	for	for	ADP
ajis02-1539	534	5	majority	majority	NOUN
ajis02-1539	534	6	voting	voting	NOUN
ajis02-1539	534	7	”	"	PUNCT
ajis02-1539	534	8	.	.	PUNCT
ajis02-1539	535	1	information	information	NOUN
ajis02-1539	535	2	fusion	fusion	NOUN
ajis02-1539	535	3	,	,	PUNCT
ajis02-1539	535	4	6	6	NUM
ajis02-1539	535	5	,	,	PUNCT
ajis02-1539	535	6	63	63	NUM
ajis02-1539	535	7	-	-	SYM
ajis02-1539	535	8	81	81	NUM
ajis02-1539	535	9	.	.	PUNCT
ajis02-1539	536	1	safavian	safavian	PROPN
ajis02-1539	536	2	,	,	PUNCT
ajis02-1539	536	3	s.	s.	PROPN
ajis02-1539	536	4	r.	r.	PROPN
ajis02-1539	536	5	,	,	PUNCT
ajis02-1539	536	6	&	&	CCONJ
ajis02-1539	536	7	landgrebe	landgrebe	PROPN
ajis02-1539	536	8	,	,	PUNCT
ajis02-1539	536	9	d.	d.	PROPN
ajis02-1539	536	10	(	(	PUNCT
ajis02-1539	536	11	1991	1991	NUM
ajis02-1539	536	12	)	)	PUNCT
ajis02-1539	536	13	.	.	PUNCT
ajis02-1539	537	1	“	"	PUNCT
ajis02-1539	537	2	a	a	DET
ajis02-1539	537	3	survey	survey	NOUN
ajis02-1539	537	4	of	of	ADP
ajis02-1539	537	5	decision	decision	NOUN
ajis02-1539	537	6	tree	tree	NOUN
ajis02-1539	537	7	classifier	classifier	NOUN
ajis02-1539	537	8	methodology	methodology	NOUN
ajis02-1539	537	9	”	"	PUNCT
ajis02-1539	537	10	.	.	PUNCT
ajis02-1539	538	1	ieee	ieee	NOUN
ajis02-1539	538	2	transactions	transaction	NOUN
ajis02-1539	538	3	on	on	ADP
ajis02-1539	538	4	systems	system	NOUN
ajis02-1539	538	5	,	,	PUNCT
ajis02-1539	538	6	man	man	NOUN
ajis02-1539	538	7	,	,	PUNCT
ajis02-1539	538	8	and	and	CCONJ
ajis02-1539	538	9	cybernetics	cybernetic	NOUN
ajis02-1539	538	10	,	,	PUNCT
ajis02-1539	538	11	21	21	NUM
ajis02-1539	538	12	,	,	PUNCT
ajis02-1539	538	13	660	660	NUM
ajis02-1539	538	14	-	-	SYM
ajis02-1539	538	15	674	674	NUM
ajis02-1539	538	16	.	.	PUNCT
ajis02-1539	539	1	schmitz	schmitz	PROPN
ajis02-1539	539	2	,	,	PUNCT
ajis02-1539	539	3	g.	g.	PROPN
ajis02-1539	539	4	p.	p.	PROPN
ajis02-1539	539	5	,	,	PUNCT
ajis02-1539	539	6	aldrich	aldrich	PROPN
ajis02-1539	539	7	,	,	PUNCT
ajis02-1539	539	8	c.	c.	PROPN
ajis02-1539	539	9	,	,	PUNCT
ajis02-1539	539	10	&	&	CCONJ
ajis02-1539	539	11	gouws	gouws	PROPN
ajis02-1539	539	12	,	,	PUNCT
ajis02-1539	539	13	f.	f.	PROPN
ajis02-1539	539	14	s.	s.	PROPN
ajis02-1539	539	15	(	(	PUNCT
ajis02-1539	539	16	1999	1999	NUM
ajis02-1539	539	17	)	)	PUNCT
ajis02-1539	539	18	.	.	PUNCT
ajis02-1539	540	1	“	"	PUNCT
ajis02-1539	540	2	ann	ann	PROPN
ajis02-1539	540	3	-	-	PUNCT
ajis02-1539	540	4	dt	dt	PROPN
ajis02-1539	540	5	:	:	PUNCT
ajis02-1539	540	6	an	an	DET
ajis02-1539	540	7	algorithm	algorithm	NOUN
ajis02-1539	540	8	for	for	ADP
ajis02-1539	540	9	extraction	extraction	NOUN
ajis02-1539	540	10	of	of	ADP
ajis02-1539	540	11	decision	decision	NOUN
ajis02-1539	540	12	trees	tree	NOUN
ajis02-1539	540	13	from	from	ADP
ajis02-1539	540	14	artificial	artificial	ADJ
ajis02-1539	540	15	neural	neural	ADJ
ajis02-1539	540	16	networks	network	NOUN
ajis02-1539	540	17	”	"	PUNCT
ajis02-1539	540	18	.	.	PUNCT
ajis02-1539	541	1	ieee	ieee	NOUN
ajis02-1539	541	2	transactions	transaction	NOUN
ajis02-1539	541	3	on	on	ADP
ajis02-1539	541	4	neural	neural	ADJ
ajis02-1539	541	5	networks	network	NOUN
ajis02-1539	541	6	,	,	PUNCT
ajis02-1539	541	7	10	10	NUM
ajis02-1539	541	8	,	,	PUNCT
ajis02-1539	541	9	1392	1392	NUM
ajis02-1539	541	10	-	-	SYM
ajis02-1539	541	11	1401	1401	NUM
ajis02-1539	541	12	.	.	PUNCT
ajis02-1539	542	1	shouman	shouman	ADJ
ajis02-1539	542	2	,	,	PUNCT
ajis02-1539	542	3	m.	m.	NOUN
ajis02-1539	542	4	,	,	PUNCT
ajis02-1539	542	5	turner	turner	NOUN
ajis02-1539	542	6	,	,	PUNCT
ajis02-1539	542	7	t.	t.	PROPN
ajis02-1539	542	8	,	,	PUNCT
ajis02-1539	542	9	&	&	CCONJ
ajis02-1539	542	10	stocker	stocker	PROPN
ajis02-1539	542	11	,	,	PUNCT
ajis02-1539	542	12	r.	r.	PROPN
ajis02-1539	542	13	(	(	PUNCT
ajis02-1539	542	14	2011	2011	NUM
ajis02-1539	542	15	)	)	PUNCT
ajis02-1539	542	16	.	.	PUNCT
ajis02-1539	543	1	“	"	PUNCT
ajis02-1539	543	2	using	use	VERB
ajis02-1539	543	3	decision	decision	NOUN
ajis02-1539	543	4	tree	tree	NOUN
ajis02-1539	543	5	for	for	ADP
ajis02-1539	543	6	diagnosing	diagnose	VERB
ajis02-1539	543	7	heart	heart	NOUN
ajis02-1539	543	8	disease	disease	NOUN
ajis02-1539	543	9	patients	patient	NOUN
ajis02-1539	543	10	”	"	PUNCT
ajis02-1539	543	11	.	.	PUNCT
ajis02-1539	544	1	proceedings	proceeding	NOUN
ajis02-1539	544	2	of	of	ADP
ajis02-1539	544	3	the	the	DET
ajis02-1539	544	4	ninth	ninth	ADJ
ajis02-1539	544	5	australasian	australasian	ADJ
ajis02-1539	544	6	data	data	NOUN
ajis02-1539	544	7	mining	mining	NOUN
ajis02-1539	544	8	conference	conference	NOUN
ajis02-1539	544	9	volume	volume	NOUN
ajis02-1539	544	10	121	121	NUM
ajis02-1539	544	11	.	.	PUNCT
ajis02-1539	545	1	ballarat	ballarat	PROPN
ajis02-1539	545	2	,	,	PUNCT
ajis02-1539	545	3	australia	australia	PROPN
ajis02-1539	545	4	:	:	PUNCT
ajis02-1539	545	5	australian	australian	ADJ
ajis02-1539	545	6	computer	computer	NOUN
ajis02-1539	545	7	society	society	PROPN
ajis02-1539	545	8	,	,	PUNCT
ajis02-1539	545	9	inc	inc	PROPN
ajis02-1539	545	10	.	.	PROPN
ajis02-1539	545	11	tan	tan	PROPN
ajis02-1539	545	12	,	,	PUNCT
ajis02-1539	545	13	p.	p.	PROPN
ajis02-1539	545	14	n.	n.	PROPN
ajis02-1539	545	15	,	,	PUNCT
ajis02-1539	545	16	steinbach	steinbach	PROPN
ajis02-1539	545	17	,	,	PUNCT
ajis02-1539	545	18	m.	m.	NOUN
ajis02-1539	545	19	,	,	PUNCT
ajis02-1539	545	20	&	&	CCONJ
ajis02-1539	545	21	kumar	kumar	PROPN
ajis02-1539	545	22	,	,	PUNCT
ajis02-1539	545	23	v.	v.	PROPN
ajis02-1539	545	24	(	(	PUNCT
ajis02-1539	545	25	2005	2005	NUM
ajis02-1539	545	26	)	)	PUNCT
ajis02-1539	545	27	.	.	PUNCT
ajis02-1539	546	1	introduction	introduction	NOUN
ajis02-1539	546	2	to	to	ADP
ajis02-1539	546	3	data	data	NOUN
ajis02-1539	546	4	mining	mining	NOUN
ajis02-1539	546	5	,	,	PUNCT
ajis02-1539	546	6	(	(	PUNCT
ajis02-1539	546	7	first	first	PROPN
ajis02-1539	546	8	edition	edition	NOUN
ajis02-1539	546	9	)	)	PUNCT
ajis02-1539	546	10	,	,	PUNCT
ajis02-1539	546	11	addison	addison	PROPN
ajis02-1539	546	12	-	-	PUNCT
ajis02-1539	546	13	wesley	wesley	PROPN
ajis02-1539	546	14	longman	longman	PROPN
ajis02-1539	546	15	publishing	publishing	PROPN
ajis02-1539	546	16	co.	co.	PROPN
ajis02-1539	546	17	,	,	PUNCT
ajis02-1539	546	18	inc	inc	PROPN
ajis02-1539	546	19	.	.	PUNCT
ajis02-1539	547	1	what	what	PRON
ajis02-1539	547	2	is	be	AUX
ajis02-1539	547	3	dementia	dementia	NOUN
ajis02-1539	547	4	?	?	PUNCT
ajis02-1539	548	1	[	[	X
ajis02-1539	548	2	online	online	X
ajis02-1539	548	3	]	]	X
ajis02-1539	548	4	.	.	PUNCT
ajis02-1539	549	1	available	available	ADJ
ajis02-1539	549	2	:	:	PUNCT
ajis02-1539	549	3	http://www.alz.org/what-is-dementia.asp	http://www.alz.org/what-is-dementia.asp	PROPN
ajis02-1539	550	1	[	[	PUNCT
ajis02-1539	550	2	accessed	access	VERB
ajis02-1539	550	3	15	15	NUM
ajis02-1539	550	4	march	march	NOUN
ajis02-1539	550	5	,	,	PUNCT
ajis02-1539	550	6	2016	2016	NUM
ajis02-1539	550	7	2016	2016	NUM
ajis02-1539	550	8	]	]	PUNCT
ajis02-1539	550	9	.	.	PUNCT
ajis02-1539	551	1	what	what	PRON
ajis02-1539	551	2	is	be	AUX
ajis02-1539	551	3	oasis	oasis	NOUN
ajis02-1539	551	4	?	?	PUNCT
ajis02-1539	552	1	[	[	X
ajis02-1539	552	2	online	online	X
ajis02-1539	552	3	]	]	X
ajis02-1539	552	4	.	.	PUNCT
ajis02-1539	553	1	available	available	ADJ
ajis02-1539	553	2	:	:	PUNCT
ajis02-1539	553	3	http://www.oasis-brains.org/	http://www.oasis-brains.org/	X
ajis02-1539	554	1	[	[	PUNCT
ajis02-1539	554	2	accessed	access	VERB
ajis02-1539	554	3	15	15	NUM
ajis02-1539	554	4	march	march	NOUN
ajis02-1539	554	5	,	,	PUNCT
ajis02-1539	554	6	2016	2016	NUM
ajis02-1539	554	7	2016	2016	NUM
ajis02-1539	554	8	]	]	PUNCT
ajis02-1539	554	9	.	.	PUNCT
ajis02-1539	555	1	copyright	copyright	NOUN
ajis02-1539	555	2	:	:	PUNCT
ajis02-1539	555	3	©	©	PROPN
ajis02-1539	555	4	2017	2017	NUM
ajis02-1539	555	5	adnan	adnan	PROPN
ajis02-1539	555	6	&	&	CCONJ
ajis02-1539	555	7	zahidul	zahidul	PROPN
ajis02-1539	555	8	.	.	PUNCT
ajis02-1539	556	1	this	this	PRON
ajis02-1539	556	2	is	be	AUX
ajis02-1539	556	3	an	an	DET
ajis02-1539	556	4	open	open	ADJ
ajis02-1539	556	5	-	-	PUNCT
ajis02-1539	556	6	access	access	NOUN
ajis02-1539	556	7	article	article	NOUN
ajis02-1539	556	8	distributed	distribute	VERB
ajis02-1539	556	9	under	under	ADP
ajis02-1539	556	10	the	the	DET
ajis02-1539	556	11	terms	term	NOUN
ajis02-1539	556	12	of	of	ADP
ajis02-1539	556	13	the	the	DET
ajis02-1539	556	14	creative	creative	ADJ
ajis02-1539	556	15	commons	common	NOUN
ajis02-1539	556	16	attribution	attribution	NOUN
ajis02-1539	556	17	-	-	PUNCT
ajis02-1539	556	18	noncommercial	noncommercial	ADJ
ajis02-1539	556	19	3.0	3.0	NUM
ajis02-1539	556	20	australia	australia	NOUN
ajis02-1539	556	21	license	license	NOUN
ajis02-1539	556	22	,	,	PUNCT
ajis02-1539	556	23	which	which	PRON
ajis02-1539	556	24	permits	permit	VERB
ajis02-1539	556	25	non	non	ADJ
ajis02-1539	556	26	-	-	ADJ
ajis02-1539	556	27	commercial	commercial	ADJ
ajis02-1539	556	28	use	use	NOUN
ajis02-1539	556	29	,	,	PUNCT
ajis02-1539	556	30	distribution	distribution	NOUN
ajis02-1539	556	31	,	,	PUNCT
ajis02-1539	556	32	and	and	CCONJ
ajis02-1539	556	33	reproduction	reproduction	NOUN
ajis02-1539	556	34	in	in	ADP
ajis02-1539	556	35	any	any	DET
ajis02-1539	556	36	medium	medium	NOUN
ajis02-1539	556	37	,	,	PUNCT
ajis02-1539	556	38	provided	provide	VERB
ajis02-1539	556	39	the	the	DET
ajis02-1539	556	40	original	original	ADJ
ajis02-1539	556	41	author	author	NOUN
ajis02-1539	556	42	and	and	CCONJ
ajis02-1539	556	43	ajis	ajis	ADV
ajis02-1539	556	44	are	be	AUX
ajis02-1539	556	45	credited	credit	VERB
ajis02-1539	556	46	.	.	PUNCT
ajis02-1539	557	1	http://creativecommons.org/licenses/by-nc/3.0/au/	http://creativecommons.org/licenses/by-nc/3.0/au/	NOUN