id	sid	tid	token	lemma	pos
ajis02-1542	1	1	paper	paper	NOUN
ajis02-1542	1	2	title	title	NOUN
ajis02-1542	1	3	(	(	PUNCT
ajis02-1542	1	4	paper	paper	NOUN
ajis02-1542	1	5	title	title	NOUN
ajis02-1542	1	6	style	style	NOUN
ajis02-1542	1	7	)	)	PUNCT
ajis02-1542	1	8	australasian	australasian	ADJ
ajis02-1542	1	9	journal	journal	NOUN
ajis02-1542	1	10	of	of	ADP
ajis02-1542	1	11	information	information	NOUN
ajis02-1542	1	12	systems	system	NOUN
ajis02-1542	1	13	petersen	petersen	PROPN
ajis02-1542	1	14	,	,	PUNCT
ajis02-1542	1	15	poon	poon	NOUN
ajis02-1542	1	16	j	j	PROPN
ajis02-1542	1	17	,	,	PUNCT
ajis02-1542	1	18	poon	poon	NOUN
ajis02-1542	1	19	s	s	PROPN
ajis02-1542	1	20	&	&	CCONJ
ajis02-1542	1	21	loy	loy	PROPN
ajis02-1542	1	22	2017	2017	NUM
ajis02-1542	1	23	,	,	PUNCT
ajis02-1542	1	24	vol	vol	NOUN
ajis02-1542	1	25	21	21	NUM
ajis02-1542	1	26	,	,	PUNCT
ajis02-1542	1	27	selected	select	VERB
ajis02-1542	1	28	papers	paper	NOUN
ajis02-1542	1	29	from	from	ADP
ajis02-1542	1	30	ausdm	ausdm	NOUN
ajis02-1542	1	31	better	well	ADJ
ajis02-1542	1	32	rulesets	ruleset	NOUN
ajis02-1542	1	33	by	by	ADP
ajis02-1542	1	34	removing	remove	VERB
ajis02-1542	1	35	redundancy	redundancy	NOUN
ajis02-1542	1	36	1	1	NUM
ajis02-1542	1	37	better	well	ADJ
ajis02-1542	1	38	rulesets	ruleset	NOUN
ajis02-1542	1	39	by	by	ADP
ajis02-1542	1	40	removing	remove	VERB
ajis02-1542	1	41	redundant	redundant	ADJ
ajis02-1542	1	42	specialisations	specialisation	NOUN
ajis02-1542	1	43	and	and	CCONJ
ajis02-1542	1	44	generalisations	generalisation	NOUN
ajis02-1542	1	45	in	in	ADP
ajis02-1542	1	46	association	association	NOUN
ajis02-1542	1	47	rule	rule	NOUN
ajis02-1542	1	48	mining	mining	PROPN
ajis02-1542	1	49	henry	henry	PROPN
ajis02-1542	1	50	petersen	petersen	PROPN
ajis02-1542	1	51	university	university	PROPN
ajis02-1542	1	52	of	of	ADP
ajis02-1542	1	53	sydney	sydney	PROPN
ajis02-1542	1	54	hpetersen@sydney.edu.au	hpetersen@sydney.edu.au	PROPN
ajis02-1542	1	55	josiah	josiah	PROPN
ajis02-1542	1	56	poon	poon	PROPN
ajis02-1542	1	57	university	university	PROPN
ajis02-1542	1	58	of	of	ADP
ajis02-1542	1	59	sydney	sydney	PROPN
ajis02-1542	1	60	simon	simon	PROPN
ajis02-1542	1	61	poon	poon	PROPN
ajis02-1542	1	62	university	university	PROPN
ajis02-1542	1	63	of	of	ADP
ajis02-1542	1	64	sydney	sydney	PROPN
ajis02-1542	1	65	clement	clement	PROPN
ajis02-1542	1	66	loy	loy	PROPN
ajis02-1542	1	67	university	university	PROPN
ajis02-1542	1	68	of	of	ADP
ajis02-1542	1	69	sydney	sydney	PROPN
ajis02-1542	1	70	abstract	abstract	PROPN
ajis02-1542	1	71	association	association	PROPN
ajis02-1542	1	72	rule	rule	NOUN
ajis02-1542	1	73	mining	mining	NOUN
ajis02-1542	1	74	is	be	AUX
ajis02-1542	1	75	a	a	DET
ajis02-1542	1	76	fundamental	fundamental	ADJ
ajis02-1542	1	77	task	task	NOUN
ajis02-1542	1	78	in	in	ADP
ajis02-1542	1	79	many	many	ADJ
ajis02-1542	1	80	data	datum	NOUN
ajis02-1542	1	81	mining	mining	NOUN
ajis02-1542	1	82	and	and	CCONJ
ajis02-1542	1	83	analysis	analysis	NOUN
ajis02-1542	1	84	applications	application	NOUN
ajis02-1542	1	85	,	,	PUNCT
ajis02-1542	1	86	both	both	PRON
ajis02-1542	1	87	for	for	ADP
ajis02-1542	1	88	knowledge	knowledge	NOUN
ajis02-1542	1	89	extraction	extraction	NOUN
ajis02-1542	1	90	and	and	CCONJ
ajis02-1542	1	91	as	as	ADP
ajis02-1542	1	92	part	part	NOUN
ajis02-1542	1	93	of	of	ADP
ajis02-1542	1	94	other	other	ADJ
ajis02-1542	1	95	processes	process	NOUN
ajis02-1542	1	96	(	(	PUNCT
ajis02-1542	1	97	for	for	ADP
ajis02-1542	1	98	example	example	NOUN
ajis02-1542	1	99	,	,	PUNCT
ajis02-1542	1	100	building	build	VERB
ajis02-1542	1	101	associative	associative	ADJ
ajis02-1542	1	102	classifiers	classifier	NOUN
ajis02-1542	1	103	)	)	PUNCT
ajis02-1542	1	104	.	.	PUNCT
ajis02-1542	2	1	it	it	PRON
ajis02-1542	2	2	is	be	AUX
ajis02-1542	2	3	well	well	ADV
ajis02-1542	2	4	known	know	VERB
ajis02-1542	2	5	that	that	SCONJ
ajis02-1542	2	6	the	the	DET
ajis02-1542	2	7	number	number	NOUN
ajis02-1542	2	8	of	of	ADP
ajis02-1542	2	9	associations	association	NOUN
ajis02-1542	2	10	identified	identify	VERB
ajis02-1542	2	11	by	by	ADP
ajis02-1542	2	12	many	many	ADJ
ajis02-1542	2	13	association	association	NOUN
ajis02-1542	2	14	rule	rule	NOUN
ajis02-1542	2	15	mining	mining	NOUN
ajis02-1542	2	16	algorithms	algorithm	NOUN
ajis02-1542	2	17	can	can	AUX
ajis02-1542	2	18	be	be	AUX
ajis02-1542	2	19	so	so	ADV
ajis02-1542	2	20	large	large	ADJ
ajis02-1542	2	21	as	as	SCONJ
ajis02-1542	2	22	to	to	PART
ajis02-1542	2	23	present	present	VERB
ajis02-1542	2	24	a	a	DET
ajis02-1542	2	25	barrier	barrier	NOUN
ajis02-1542	2	26	to	to	ADP
ajis02-1542	2	27	their	their	PRON
ajis02-1542	2	28	interpretability	interpretability	NOUN
ajis02-1542	2	29	and	and	CCONJ
ajis02-1542	2	30	practical	practical	ADJ
ajis02-1542	2	31	use	use	NOUN
ajis02-1542	2	32	.	.	PUNCT
ajis02-1542	3	1	a	a	DET
ajis02-1542	3	2	typical	typical	ADJ
ajis02-1542	3	3	solution	solution	NOUN
ajis02-1542	3	4	to	to	ADP
ajis02-1542	3	5	this	this	DET
ajis02-1542	3	6	problem	problem	NOUN
ajis02-1542	3	7	involves	involve	VERB
ajis02-1542	3	8	removing	remove	VERB
ajis02-1542	3	9	redundant	redundant	ADJ
ajis02-1542	3	10	rules	rule	NOUN
ajis02-1542	3	11	.	.	PUNCT
ajis02-1542	4	1	this	this	DET
ajis02-1542	4	2	paper	paper	NOUN
ajis02-1542	4	3	proposes	propose	VERB
ajis02-1542	4	4	a	a	DET
ajis02-1542	4	5	novel	novel	ADJ
ajis02-1542	4	6	definition	definition	NOUN
ajis02-1542	4	7	of	of	ADP
ajis02-1542	4	8	redundancy	redundancy	NOUN
ajis02-1542	4	9	,	,	PUNCT
ajis02-1542	4	10	which	which	PRON
ajis02-1542	4	11	is	be	AUX
ajis02-1542	4	12	used	use	VERB
ajis02-1542	4	13	to	to	PART
ajis02-1542	4	14	identify	identify	VERB
ajis02-1542	4	15	only	only	ADV
ajis02-1542	4	16	the	the	DET
ajis02-1542	4	17	most	most	ADV
ajis02-1542	4	18	interesting	interesting	ADJ
ajis02-1542	4	19	associations	association	NOUN
ajis02-1542	4	20	.	.	PUNCT
ajis02-1542	5	1	compared	compare	VERB
ajis02-1542	5	2	to	to	ADP
ajis02-1542	5	3	existing	exist	VERB
ajis02-1542	5	4	redundancy	redundancy	NOUN
ajis02-1542	5	5	based	base	VERB
ajis02-1542	5	6	approaches	approach	NOUN
ajis02-1542	5	7	,	,	PUNCT
ajis02-1542	5	8	our	our	PRON
ajis02-1542	5	9	method	method	NOUN
ajis02-1542	5	10	is	be	AUX
ajis02-1542	5	11	both	both	PRON
ajis02-1542	5	12	more	more	ADV
ajis02-1542	5	13	robust	robust	ADJ
ajis02-1542	5	14	to	to	PART
ajis02-1542	5	15	noise	noise	VERB
ajis02-1542	5	16	,	,	PUNCT
ajis02-1542	5	17	and	and	CCONJ
ajis02-1542	5	18	produces	produce	VERB
ajis02-1542	5	19	fewer	few	ADJ
ajis02-1542	5	20	overall	overall	ADJ
ajis02-1542	5	21	rules	rule	NOUN
ajis02-1542	5	22	for	for	ADP
ajis02-1542	5	23	a	a	DET
ajis02-1542	5	24	given	give	VERB
ajis02-1542	5	25	data	datum	NOUN
ajis02-1542	5	26	(	(	PUNCT
ajis02-1542	5	27	improving	improve	VERB
ajis02-1542	5	28	clarity	clarity	NOUN
ajis02-1542	5	29	)	)	PUNCT
ajis02-1542	5	30	.	.	PUNCT
ajis02-1542	6	1	a	a	DET
ajis02-1542	6	2	rule	rule	NOUN
ajis02-1542	6	3	can	can	AUX
ajis02-1542	6	4	be	be	AUX
ajis02-1542	6	5	considered	consider	VERB
ajis02-1542	6	6	redundant	redundant	ADJ
ajis02-1542	6	7	if	if	SCONJ
ajis02-1542	6	8	the	the	DET
ajis02-1542	6	9	knowledge	knowledge	NOUN
ajis02-1542	6	10	it	it	PRON
ajis02-1542	6	11	describes	describe	VERB
ajis02-1542	6	12	is	be	AUX
ajis02-1542	6	13	already	already	ADV
ajis02-1542	6	14	contained	contain	VERB
ajis02-1542	6	15	in	in	ADP
ajis02-1542	6	16	other	other	ADJ
ajis02-1542	6	17	rules	rule	NOUN
ajis02-1542	6	18	.	.	PUNCT
ajis02-1542	7	1	given	give	VERB
ajis02-1542	7	2	an	an	DET
ajis02-1542	7	3	association	association	NOUN
ajis02-1542	7	4	rule	rule	NOUN
ajis02-1542	7	5	,	,	PUNCT
ajis02-1542	7	6	most	most	ADJ
ajis02-1542	7	7	existing	exist	VERB
ajis02-1542	7	8	approaches	approach	NOUN
ajis02-1542	7	9	consider	consider	VERB
ajis02-1542	7	10	rules	rule	NOUN
ajis02-1542	7	11	to	to	PART
ajis02-1542	7	12	be	be	AUX
ajis02-1542	7	13	redundant	redundant	ADJ
ajis02-1542	7	14	if	if	SCONJ
ajis02-1542	7	15	they	they	PRON
ajis02-1542	7	16	add	add	VERB
ajis02-1542	7	17	additional	additional	ADJ
ajis02-1542	7	18	variables	variable	NOUN
ajis02-1542	7	19	without	without	ADP
ajis02-1542	7	20	increasing	increase	VERB
ajis02-1542	7	21	quality	quality	NOUN
ajis02-1542	7	22	according	accord	VERB
ajis02-1542	7	23	to	to	ADP
ajis02-1542	7	24	some	some	DET
ajis02-1542	7	25	measure	measure	NOUN
ajis02-1542	7	26	of	of	ADP
ajis02-1542	7	27	interestingness	interestingness	NOUN
ajis02-1542	7	28	.	.	PUNCT
ajis02-1542	8	1	we	we	PRON
ajis02-1542	8	2	claim	claim	VERB
ajis02-1542	8	3	that	that	SCONJ
ajis02-1542	8	4	complex	complex	ADJ
ajis02-1542	8	5	interactions	interaction	NOUN
ajis02-1542	8	6	between	between	ADP
ajis02-1542	8	7	variables	variable	NOUN
ajis02-1542	8	8	can	can	AUX
ajis02-1542	8	9	confound	confound	VERB
ajis02-1542	8	10	many	many	ADJ
ajis02-1542	8	11	interestingness	interestingness	NOUN
ajis02-1542	8	12	measures	measure	NOUN
ajis02-1542	8	13	.	.	PUNCT
ajis02-1542	9	1	this	this	PRON
ajis02-1542	9	2	can	can	AUX
ajis02-1542	9	3	lead	lead	VERB
ajis02-1542	9	4	to	to	ADP
ajis02-1542	9	5	existing	exist	VERB
ajis02-1542	9	6	approaches	approach	NOUN
ajis02-1542	9	7	being	be	AUX
ajis02-1542	9	8	overly	overly	ADV
ajis02-1542	9	9	aggressive	aggressive	ADJ
ajis02-1542	9	10	in	in	ADP
ajis02-1542	9	11	removing	remove	VERB
ajis02-1542	9	12	redundant	redundant	ADJ
ajis02-1542	9	13	associations	association	NOUN
ajis02-1542	9	14	.	.	PUNCT
ajis02-1542	10	1	most	most	ADJ
ajis02-1542	10	2	existing	exist	VERB
ajis02-1542	10	3	approaches	approach	NOUN
ajis02-1542	10	4	also	also	ADV
ajis02-1542	10	5	fail	fail	VERB
ajis02-1542	10	6	to	to	PART
ajis02-1542	10	7	take	take	VERB
ajis02-1542	10	8	into	into	ADP
ajis02-1542	10	9	account	account	NOUN
ajis02-1542	10	10	situations	situation	NOUN
ajis02-1542	10	11	where	where	SCONJ
ajis02-1542	10	12	more	more	ADJ
ajis02-1542	10	13	general	general	ADJ
ajis02-1542	10	14	rules	rule	NOUN
ajis02-1542	10	15	(	(	PUNCT
ajis02-1542	10	16	those	those	PRON
ajis02-1542	10	17	with	with	ADP
ajis02-1542	10	18	fewer	few	ADJ
ajis02-1542	10	19	attributes	attribute	NOUN
ajis02-1542	10	20	)	)	PUNCT
ajis02-1542	10	21	can	can	AUX
ajis02-1542	10	22	be	be	AUX
ajis02-1542	10	23	considered	consider	VERB
ajis02-1542	10	24	redundant	redundant	ADJ
ajis02-1542	10	25	with	with	ADP
ajis02-1542	10	26	respect	respect	NOUN
ajis02-1542	10	27	to	to	ADP
ajis02-1542	10	28	their	their	PRON
ajis02-1542	10	29	specialisations	specialisation	NOUN
ajis02-1542	10	30	.	.	PUNCT
ajis02-1542	11	1	we	we	PRON
ajis02-1542	11	2	examine	examine	VERB
ajis02-1542	11	3	this	this	DET
ajis02-1542	11	4	problem	problem	NOUN
ajis02-1542	11	5	and	and	CCONJ
ajis02-1542	11	6	provide	provide	VERB
ajis02-1542	11	7	concrete	concrete	ADJ
ajis02-1542	11	8	examples	example	NOUN
ajis02-1542	11	9	of	of	ADP
ajis02-1542	11	10	such	such	ADJ
ajis02-1542	11	11	errors	error	NOUN
ajis02-1542	11	12	using	use	VERB
ajis02-1542	11	13	artificial	artificial	ADJ
ajis02-1542	11	14	data	datum	NOUN
ajis02-1542	11	15	.	.	PUNCT
ajis02-1542	12	1	an	an	DET
ajis02-1542	12	2	alternate	alternate	ADJ
ajis02-1542	12	3	definition	definition	NOUN
ajis02-1542	12	4	of	of	ADP
ajis02-1542	12	5	redundancy	redundancy	NOUN
ajis02-1542	12	6	that	that	PRON
ajis02-1542	12	7	addresses	address	VERB
ajis02-1542	12	8	these	these	DET
ajis02-1542	12	9	issues	issue	NOUN
ajis02-1542	12	10	is	be	AUX
ajis02-1542	12	11	proposed	propose	VERB
ajis02-1542	12	12	.	.	PUNCT
ajis02-1542	13	1	our	our	PRON
ajis02-1542	13	2	approach	approach	NOUN
ajis02-1542	13	3	is	be	AUX
ajis02-1542	13	4	shown	show	VERB
ajis02-1542	13	5	to	to	PART
ajis02-1542	13	6	identify	identify	VERB
ajis02-1542	13	7	interesting	interesting	ADJ
ajis02-1542	13	8	associations	association	NOUN
ajis02-1542	13	9	missed	miss	VERB
ajis02-1542	13	10	by	by	ADP
ajis02-1542	13	11	comparable	comparable	ADJ
ajis02-1542	13	12	methods	method	NOUN
ajis02-1542	13	13	on	on	ADP
ajis02-1542	13	14	multiple	multiple	ADJ
ajis02-1542	13	15	real	real	ADJ
ajis02-1542	13	16	and	and	CCONJ
ajis02-1542	13	17	synthetic	synthetic	ADJ
ajis02-1542	13	18	data	datum	NOUN
ajis02-1542	13	19	.	.	PUNCT
ajis02-1542	14	1	when	when	SCONJ
ajis02-1542	14	2	combined	combine	VERB
ajis02-1542	14	3	with	with	ADP
ajis02-1542	14	4	the	the	DET
ajis02-1542	14	5	removal	removal	NOUN
ajis02-1542	14	6	of	of	ADP
ajis02-1542	14	7	redundant	redundant	ADJ
ajis02-1542	14	8	generalisations	generalisation	NOUN
ajis02-1542	14	9	,	,	PUNCT
ajis02-1542	14	10	our	our	PRON
ajis02-1542	14	11	approach	approach	NOUN
ajis02-1542	14	12	is	be	AUX
ajis02-1542	14	13	often	often	ADV
ajis02-1542	14	14	able	able	ADJ
ajis02-1542	14	15	to	to	PART
ajis02-1542	14	16	generate	generate	VERB
ajis02-1542	14	17	smaller	small	ADJ
ajis02-1542	14	18	overall	overall	ADJ
ajis02-1542	14	19	rule	rule	NOUN
ajis02-1542	14	20	sets	set	NOUN
ajis02-1542	14	21	,	,	PUNCT
ajis02-1542	14	22	while	while	SCONJ
ajis02-1542	14	23	leaving	leave	VERB
ajis02-1542	14	24	average	average	ADJ
ajis02-1542	14	25	rule	rule	NOUN
ajis02-1542	14	26	quality	quality	NOUN
ajis02-1542	14	27	unaffected	unaffected	ADJ
ajis02-1542	14	28	or	or	CCONJ
ajis02-1542	14	29	slightly	slightly	ADV
ajis02-1542	14	30	improved	improve	VERB
ajis02-1542	14	31	.	.	PUNCT
ajis02-1542	15	1	keywords	keyword	NOUN
ajis02-1542	15	2	:	:	PUNCT
ajis02-1542	15	3	association	association	NOUN
ajis02-1542	15	4	rule	rule	NOUN
ajis02-1542	15	5	mining;redundancy	mining;redundancy	NOUN
ajis02-1542	15	6	1	1	NUM
ajis02-1542	15	7	introduction	introduction	NOUN
ajis02-1542	15	8	association	association	NOUN
ajis02-1542	15	9	rule	rule	NOUN
ajis02-1542	15	10	mining	mining	NOUN
ajis02-1542	15	11	is	be	AUX
ajis02-1542	15	12	an	an	DET
ajis02-1542	15	13	important	important	ADJ
ajis02-1542	15	14	task	task	NOUN
ajis02-1542	15	15	in	in	ADP
ajis02-1542	15	16	knowledge	knowledge	NOUN
ajis02-1542	15	17	extraction	extraction	NOUN
ajis02-1542	15	18	and	and	CCONJ
ajis02-1542	15	19	data	datum	NOUN
ajis02-1542	15	20	analysis	analysis	NOUN
ajis02-1542	15	21	.	.	PUNCT
ajis02-1542	16	1	formally	formally	ADV
ajis02-1542	16	2	,	,	PUNCT
ajis02-1542	16	3	let	let	VERB
ajis02-1542	16	4	a	a	PRON
ajis02-1542	16	5	=	=	PUNCT
ajis02-1542	16	6	{	{	PUNCT
ajis02-1542	16	7	𝑎1	𝑎1	PROPN
ajis02-1542	16	8	,	,	PUNCT
ajis02-1542	16	9	𝑎2	𝑎2	PROPN
ajis02-1542	16	10	,	,	PUNCT
ajis02-1542	16	11	…	…	PUNCT
ajis02-1542	16	12	,	,	PUNCT
ajis02-1542	16	13	𝑎𝑀}be	𝑎𝑀}be	PROPN
ajis02-1542	16	14	a	a	DET
ajis02-1542	16	15	set	set	NOUN
ajis02-1542	16	16	of	of	ADP
ajis02-1542	16	17	m	m	PRON
ajis02-1542	16	18	attributes	attribute	NOUN
ajis02-1542	16	19	.	.	PUNCT
ajis02-1542	17	1	we	we	PRON
ajis02-1542	17	2	then	then	ADV
ajis02-1542	17	3	define	define	VERB
ajis02-1542	17	4	n	n	DET
ajis02-1542	17	5	data	datum	NOUN
ajis02-1542	17	6	d	d	NOUN
ajis02-1542	17	7	=	=	SYM
ajis02-1542	17	8	{	{	PUNCT
ajis02-1542	17	9	𝑑1	𝑑1	NOUN
ajis02-1542	17	10	,	,	PUNCT
ajis02-1542	17	11	𝑑2	𝑑2	NOUN
ajis02-1542	17	12	,	,	PUNCT
ajis02-1542	17	13	…	…	PUNCT
ajis02-1542	17	14	,	,	PUNCT
ajis02-1542	17	15	𝑑𝑁	𝑑𝑁	PROPN
ajis02-1542	17	16	}	}	PUNCT
ajis02-1542	17	17	where	where	SCONJ
ajis02-1542	17	18	each	each	DET
ajis02-1542	17	19	data	data	NOUN
ajis02-1542	17	20	di	di	NOUN
ajis02-1542	17	21	contains	contain	VERB
ajis02-1542	17	22	a	a	DET
ajis02-1542	17	23	subset	subset	NOUN
ajis02-1542	17	24	of	of	ADP
ajis02-1542	17	25	the	the	DET
ajis02-1542	17	26	attributes	attribute	NOUN
ajis02-1542	17	27	in	in	ADP
ajis02-1542	17	28	a	a	DET
ajis02-1542	17	29	(	(	PUNCT
ajis02-1542	17	30	i.e.	i.e.	X
ajis02-1542	17	31	di	di	X
ajis02-1542	17	32	⊆	⊆	NUM
ajis02-1542	17	33	a	a	DET
ajis02-1542	17	34	,	,	PUNCT
ajis02-1542	17	35	∀	∀	X
ajis02-1542	17	36	di	di	NOUN
ajis02-1542	17	37	∈	∈	PROPN
ajis02-1542	17	38	d	d	PROPN
ajis02-1542	17	39	)	)	PUNCT
ajis02-1542	17	40	.	.	PUNCT
ajis02-1542	18	1	the	the	DET
ajis02-1542	18	2	association	association	NOUN
ajis02-1542	18	3	rule	rule	NOUN
ajis02-1542	18	4	mining	mining	NOUN
ajis02-1542	18	5	task	task	NOUN
ajis02-1542	18	6	seeks	seek	VERB
ajis02-1542	18	7	to	to	PART
ajis02-1542	18	8	find	find	VERB
ajis02-1542	18	9	all	all	DET
ajis02-1542	18	10	interesting	interesting	ADJ
ajis02-1542	18	11	rules	rule	NOUN
ajis02-1542	18	12	of	of	ADP
ajis02-1542	18	13	the	the	DET
ajis02-1542	18	14	form	form	NOUN
ajis02-1542	18	15	x	x	PUNCT
ajis02-1542	18	16	⇒	⇒	NOUN
ajis02-1542	18	17	y	y	PROPN
ajis02-1542	18	18	,	,	PUNCT
ajis02-1542	18	19	where	where	SCONJ
ajis02-1542	18	20	x	x	PUNCT
ajis02-1542	18	21	and	and	CCONJ
ajis02-1542	18	22	y	y	PROPN
ajis02-1542	18	23	are	be	AUX
ajis02-1542	18	24	disjoint	disjoint	NOUN
ajis02-1542	18	25	subsets	subset	NOUN
ajis02-1542	18	26	of	of	ADP
ajis02-1542	18	27	a.	a.	NOUN
ajis02-1542	18	28	it	it	PRON
ajis02-1542	18	29	is	be	AUX
ajis02-1542	18	30	well	well	ADV
ajis02-1542	18	31	known	know	VERB
ajis02-1542	18	32	that	that	SCONJ
ajis02-1542	18	33	the	the	DET
ajis02-1542	18	34	number	number	NOUN
ajis02-1542	18	35	of	of	ADP
ajis02-1542	18	36	rules	rule	NOUN
ajis02-1542	18	37	generated	generate	VERB
ajis02-1542	18	38	can	can	AUX
ajis02-1542	18	39	be	be	AUX
ajis02-1542	18	40	so	so	ADV
ajis02-1542	18	41	large	large	ADJ
ajis02-1542	18	42	as	as	SCONJ
ajis02-1542	18	43	to	to	PART
ajis02-1542	18	44	obscure	obscure	VERB
ajis02-1542	18	45	their	their	PRON
ajis02-1542	18	46	interpretation	interpretation	NOUN
ajis02-1542	18	47	,	,	PUNCT
ajis02-1542	18	48	presenting	present	VERB
ajis02-1542	18	49	a	a	DET
ajis02-1542	18	50	barrier	barrier	NOUN
ajis02-1542	18	51	to	to	ADP
ajis02-1542	18	52	practical	practical	ADJ
ajis02-1542	18	53	use	use	NOUN
ajis02-1542	18	54	(	(	PUNCT
ajis02-1542	18	55	zaki	zaki	NOUN
ajis02-1542	18	56	2000	2000	NUM
ajis02-1542	18	57	)	)	PUNCT
ajis02-1542	18	58	.	.	PUNCT
ajis02-1542	19	1	ideally	ideally	ADV
ajis02-1542	19	2	,	,	PUNCT
ajis02-1542	19	3	we	we	PRON
ajis02-1542	19	4	wish	wish	VERB
ajis02-1542	19	5	to	to	PART
ajis02-1542	19	6	find	find	VERB
ajis02-1542	19	7	only	only	ADV
ajis02-1542	19	8	the	the	DET
ajis02-1542	19	9	most	most	ADV
ajis02-1542	19	10	interesting	interesting	ADJ
ajis02-1542	19	11	rules	rule	NOUN
ajis02-1542	19	12	.	.	PUNCT
ajis02-1542	20	1	this	this	PRON
ajis02-1542	20	2	can	can	AUX
ajis02-1542	20	3	be	be	AUX
ajis02-1542	20	4	broken	break	VERB
ajis02-1542	20	5	into	into	ADP
ajis02-1542	20	6	two	two	NUM
ajis02-1542	20	7	tasks	task	NOUN
ajis02-1542	20	8	;	;	PUNCT
ajis02-1542	20	9	identification	identification	NOUN
ajis02-1542	20	10	of	of	ADP
ajis02-1542	20	11	truly	truly	ADV
ajis02-1542	20	12	interesting	interesting	ADJ
ajis02-1542	20	13	rules	rule	NOUN
ajis02-1542	20	14	,	,	PUNCT
ajis02-1542	20	15	and	and	CCONJ
ajis02-1542	20	16	the	the	DET
ajis02-1542	20	17	removal	removal	NOUN
ajis02-1542	20	18	of	of	ADP
ajis02-1542	20	19	those	those	PRON
ajis02-1542	20	20	which	which	PRON
ajis02-1542	20	21	are	be	AUX
ajis02-1542	20	22	simply	simply	ADV
ajis02-1542	20	23	redundant	redundant	ADJ
ajis02-1542	20	24	artefacts	artefact	NOUN
ajis02-1542	20	25	of	of	ADP
ajis02-1542	20	26	other	other	ADJ
ajis02-1542	20	27	rules	rule	NOUN
ajis02-1542	20	28	.	.	PUNCT
ajis02-1542	21	1	a	a	DET
ajis02-1542	21	2	rule	rule	NOUN
ajis02-1542	21	3	is	be	AUX
ajis02-1542	21	4	considered	consider	VERB
ajis02-1542	21	5	interesting	interesting	ADJ
ajis02-1542	21	6	if	if	SCONJ
ajis02-1542	21	7	it	it	PRON
ajis02-1542	21	8	produces	produce	VERB
ajis02-1542	21	9	a	a	DET
ajis02-1542	21	10	value	value	NOUN
ajis02-1542	21	11	superior	superior	ADJ
ajis02-1542	21	12	to	to	ADP
ajis02-1542	21	13	some	some	DET
ajis02-1542	21	14	predetermined	predetermine	VERB
ajis02-1542	21	15	threshold	threshold	NOUN
ajis02-1542	21	16	according	accord	VERB
ajis02-1542	21	17	to	to	ADP
ajis02-1542	21	18	a	a	DET
ajis02-1542	21	19	chosen	choose	VERB
ajis02-1542	21	20	function	function	NOUN
ajis02-1542	21	21	of	of	ADP
ajis02-1542	21	22	interestingness	interestingness	PROPN
ajis02-1542	21	23	m	m	PROPN
ajis02-1542	21	24	(	(	PUNCT
ajis02-1542	21	25	·	·	PUNCT
ajis02-1542	21	26	)	)	PUNCT
ajis02-1542	21	27	(	(	PUNCT
ajis02-1542	21	28	e.g.	e.g.	ADV
ajis02-1542	21	29	support	support	NOUN
ajis02-1542	21	30	,	,	PUNCT
ajis02-1542	21	31	confidence	confidence	NOUN
ajis02-1542	21	32	,	,	PUNCT
ajis02-1542	21	33	fishers	fisher	NOUN
ajis02-1542	21	34	p	p	NOUN
ajis02-1542	21	35	)	)	PUNCT
ajis02-1542	21	36	.	.	PUNCT
ajis02-1542	22	1	standard	standard	ADJ
ajis02-1542	22	2	thresholds	threshold	NOUN
ajis02-1542	22	3	exist	exist	VERB
ajis02-1542	22	4	for	for	ADP
ajis02-1542	22	5	some	some	DET
ajis02-1542	22	6	measures	measure	NOUN
ajis02-1542	22	7	of	of	ADP
ajis02-1542	22	8	interestingness	interestingness	NOUN
ajis02-1542	22	9	(	(	PUNCT
ajis02-1542	22	10	e.g.	e.g.	ADV
ajis02-1542	22	11	p	p	X
ajis02-1542	22	12	<	<	X
ajis02-1542	22	13	0.05	0.05	NUM
ajis02-1542	22	14	for	for	ADP
ajis02-1542	22	15	measures	measure	NOUN
ajis02-1542	22	16	of	of	ADP
ajis02-1542	22	17	australasian	australasian	ADJ
ajis02-1542	22	18	journal	journal	NOUN
ajis02-1542	22	19	of	of	ADP
ajis02-1542	22	20	information	information	NOUN
ajis02-1542	22	21	systems	system	NOUN
ajis02-1542	22	22	petersen	petersen	PROPN
ajis02-1542	22	23	,	,	PUNCT
ajis02-1542	22	24	poon	poon	NOUN
ajis02-1542	22	25	j	j	PROPN
ajis02-1542	22	26	,	,	PUNCT
ajis02-1542	22	27	poon	poon	NOUN
ajis02-1542	22	28	s	s	PROPN
ajis02-1542	22	29	&	&	CCONJ
ajis02-1542	22	30	loy	loy	PROPN
ajis02-1542	22	31	2017	2017	NUM
ajis02-1542	22	32	,	,	PUNCT
ajis02-1542	22	33	vol	vol	NOUN
ajis02-1542	22	34	21	21	NUM
ajis02-1542	22	35	,	,	PUNCT
ajis02-1542	22	36	selected	select	VERB
ajis02-1542	22	37	papers	paper	NOUN
ajis02-1542	22	38	from	from	ADP
ajis02-1542	22	39	ausdm	ausdm	NOUN
ajis02-1542	22	40	better	well	ADJ
ajis02-1542	22	41	rulesets	ruleset	NOUN
ajis02-1542	22	42	by	by	ADP
ajis02-1542	22	43	removing	remove	VERB
ajis02-1542	22	44	redundancy	redundancy	NOUN
ajis02-1542	22	45	2	2	NUM
ajis02-1542	22	46	statistical	statistical	ADJ
ajis02-1542	22	47	significance	significance	NOUN
ajis02-1542	22	48	)	)	PUNCT
ajis02-1542	22	49	,	,	PUNCT
ajis02-1542	22	50	while	while	SCONJ
ajis02-1542	22	51	other	other	ADJ
ajis02-1542	22	52	for	for	ADP
ajis02-1542	22	53	other	other	ADJ
ajis02-1542	22	54	measures	measure	NOUN
ajis02-1542	22	55	the	the	DET
ajis02-1542	22	56	threshold	threshold	NOUN
ajis02-1542	22	57	is	be	AUX
ajis02-1542	22	58	determined	determine	VERB
ajis02-1542	22	59	in	in	ADP
ajis02-1542	22	60	a	a	DET
ajis02-1542	22	61	more	more	ADV
ajis02-1542	22	62	ad	ad	NOUN
ajis02-1542	22	63	hoc	hoc	X
ajis02-1542	22	64	manor	manor	NOUN
ajis02-1542	22	65	.	.	PUNCT
ajis02-1542	23	1	our	our	PRON
ajis02-1542	23	2	work	work	NOUN
ajis02-1542	23	3	focuses	focus	VERB
ajis02-1542	23	4	primarily	primarily	ADV
ajis02-1542	23	5	on	on	ADP
ajis02-1542	23	6	statistical	statistical	ADJ
ajis02-1542	23	7	measures	measure	NOUN
ajis02-1542	23	8	of	of	ADP
ajis02-1542	23	9	interestingness	interestingness	NOUN
ajis02-1542	23	10	.	.	PUNCT
ajis02-1542	24	1	when	when	SCONJ
ajis02-1542	24	2	comparing	compare	VERB
ajis02-1542	24	3	two	two	NUM
ajis02-1542	24	4	rules	rule	NOUN
ajis02-1542	24	5	x	x	X
ajis02-1542	24	6	⇒	⇒	PROPN
ajis02-1542	24	7	z	z	PROPN
ajis02-1542	24	8	and	and	CCONJ
ajis02-1542	24	9	xq	xq	PROPN
ajis02-1542	24	10	⇒	⇒	PROPN
ajis02-1542	24	11	z	z	PROPN
ajis02-1542	24	12	to	to	PART
ajis02-1542	24	13	evaluate	evaluate	VERB
ajis02-1542	24	14	redundancy	redundancy	NOUN
ajis02-1542	24	15	,	,	PUNCT
ajis02-1542	24	16	existing	exist	VERB
ajis02-1542	24	17	approaches	approach	NOUN
ajis02-1542	24	18	ignore	ignore	VERB
ajis02-1542	24	19	data	datum	NOUN
ajis02-1542	24	20	containing	contain	VERB
ajis02-1542	24	21	only	only	ADV
ajis02-1542	24	22	part	part	NOUN
ajis02-1542	24	23	of	of	ADP
ajis02-1542	24	24	the	the	DET
ajis02-1542	24	25	antecedent	antecedent	NOUN
ajis02-1542	24	26	.	.	PUNCT
ajis02-1542	25	1	as	as	ADP
ajis02-1542	25	2	a	a	DET
ajis02-1542	25	3	result	result	NOUN
ajis02-1542	25	4	,	,	PUNCT
ajis02-1542	25	5	non	non	ADJ
ajis02-1542	25	6	-	-	ADJ
ajis02-1542	25	7	interesting	interesting	ADJ
ajis02-1542	25	8	rules	rule	NOUN
ajis02-1542	25	9	can	can	AUX
ajis02-1542	25	10	be	be	AUX
ajis02-1542	25	11	retained	retain	VERB
ajis02-1542	25	12	,	,	PUNCT
ajis02-1542	25	13	and	and	CCONJ
ajis02-1542	25	14	potentially	potentially	ADV
ajis02-1542	25	15	interesting	interesting	ADJ
ajis02-1542	25	16	rules	rule	NOUN
ajis02-1542	25	17	discarded	discard	VERB
ajis02-1542	25	18	.	.	PUNCT
ajis02-1542	26	1	this	this	DET
ajis02-1542	26	2	paper	paper	NOUN
ajis02-1542	26	3	proposes	propose	VERB
ajis02-1542	26	4	an	an	DET
ajis02-1542	26	5	alternate	alternate	ADJ
ajis02-1542	26	6	definition	definition	NOUN
ajis02-1542	26	7	of	of	ADP
ajis02-1542	26	8	redundancy	redundancy	NOUN
ajis02-1542	26	9	(	(	PUNCT
ajis02-1542	26	10	which	which	PRON
ajis02-1542	26	11	we	we	PRON
ajis02-1542	26	12	call	call	VERB
ajis02-1542	26	13	robust	robust	ADJ
ajis02-1542	26	14	redundancy	redundancy	NOUN
ajis02-1542	26	15	)	)	PUNCT
ajis02-1542	26	16	that	that	PRON
ajis02-1542	26	17	utilises	utilise	VERB
ajis02-1542	26	18	such	such	ADJ
ajis02-1542	26	19	information	information	NOUN
ajis02-1542	26	20	to	to	PART
ajis02-1542	26	21	improve	improve	VERB
ajis02-1542	26	22	the	the	DET
ajis02-1542	26	23	quality	quality	NOUN
ajis02-1542	26	24	of	of	ADP
ajis02-1542	26	25	the	the	DET
ajis02-1542	26	26	discovered	discover	VERB
ajis02-1542	26	27	rules	rule	NOUN
ajis02-1542	26	28	.	.	PUNCT
ajis02-1542	27	1	examples	example	NOUN
ajis02-1542	27	2	are	be	AUX
ajis02-1542	27	3	given	give	VERB
ajis02-1542	27	4	demonstrating	demonstrate	VERB
ajis02-1542	27	5	the	the	DET
ajis02-1542	27	6	ability	ability	NOUN
ajis02-1542	27	7	of	of	ADP
ajis02-1542	27	8	robust	robust	ADJ
ajis02-1542	27	9	redundancy	redundancy	NOUN
ajis02-1542	27	10	to	to	PART
ajis02-1542	27	11	correctly	correctly	ADV
ajis02-1542	27	12	identify	identify	VERB
ajis02-1542	27	13	interesting	interesting	ADJ
ajis02-1542	27	14	rules	rule	NOUN
ajis02-1542	27	15	which	which	PRON
ajis02-1542	27	16	would	would	AUX
ajis02-1542	27	17	otherwise	otherwise	ADV
ajis02-1542	27	18	have	have	AUX
ajis02-1542	27	19	been	be	AUX
ajis02-1542	27	20	missed	miss	VERB
ajis02-1542	27	21	by	by	ADP
ajis02-1542	27	22	more	more	ADJ
ajis02-1542	27	23	classical	classical	ADJ
ajis02-1542	27	24	approaches	approach	NOUN
ajis02-1542	27	25	.	.	PUNCT
ajis02-1542	28	1	an	an	DET
ajis02-1542	28	2	algorithm	algorithm	NOUN
ajis02-1542	28	3	for	for	ADP
ajis02-1542	28	4	generating	generate	VERB
ajis02-1542	28	5	rules	rule	NOUN
ajis02-1542	28	6	with	with	ADP
ajis02-1542	28	7	robust	robust	ADJ
ajis02-1542	28	8	redundancy	redundancy	NOUN
ajis02-1542	28	9	is	be	AUX
ajis02-1542	28	10	also	also	ADV
ajis02-1542	28	11	proposed	propose	VERB
ajis02-1542	28	12	and	and	CCONJ
ajis02-1542	28	13	evaluated	evaluate	VERB
ajis02-1542	28	14	on	on	ADP
ajis02-1542	28	15	both	both	CCONJ
ajis02-1542	28	16	real	real	ADJ
ajis02-1542	28	17	and	and	CCONJ
ajis02-1542	28	18	artificial	artificial	ADJ
ajis02-1542	28	19	data	datum	NOUN
ajis02-1542	28	20	.	.	PUNCT
ajis02-1542	29	1	within	within	ADP
ajis02-1542	29	2	the	the	DET
ajis02-1542	29	3	literature	literature	NOUN
ajis02-1542	29	4	,	,	PUNCT
ajis02-1542	29	5	there	there	PRON
ajis02-1542	29	6	are	be	VERB
ajis02-1542	29	7	several	several	ADJ
ajis02-1542	29	8	sub	sub	NOUN
ajis02-1542	29	9	-	-	NOUN
ajis02-1542	29	10	problems	problem	NOUN
ajis02-1542	29	11	that	that	PRON
ajis02-1542	29	12	have	have	AUX
ajis02-1542	29	13	been	be	AUX
ajis02-1542	29	14	studied	study	VERB
ajis02-1542	29	15	.	.	PUNCT
ajis02-1542	30	1	examples	example	NOUN
ajis02-1542	30	2	include	include	VERB
ajis02-1542	30	3	rules	rule	NOUN
ajis02-1542	30	4	with	with	ADP
ajis02-1542	30	5	fixed	fix	VERB
ajis02-1542	30	6	(	(	PUNCT
ajis02-1542	30	7	verhein	verhein	NOUN
ajis02-1542	30	8	and	and	CCONJ
ajis02-1542	30	9	chawla	chawla	NOUN
ajis02-1542	30	10	2007	2007	NUM
ajis02-1542	30	11	)	)	PUNCT
ajis02-1542	30	12	,	,	PUNCT
ajis02-1542	30	13	or	or	CCONJ
ajis02-1542	30	14	single	single	ADJ
ajis02-1542	30	15	attribute	attribute	NOUN
ajis02-1542	30	16	(	(	PUNCT
ajis02-1542	30	17	hämäläinen	hämäläinen	NOUN
ajis02-1542	30	18	2012	2012	NUM
ajis02-1542	30	19	)	)	PUNCT
ajis02-1542	30	20	consequents	consequent	NOUN
ajis02-1542	30	21	,	,	PUNCT
ajis02-1542	30	22	numerical	numerical	ADJ
ajis02-1542	30	23	data	datum	NOUN
ajis02-1542	30	24	(	(	PUNCT
ajis02-1542	30	25	song	song	NOUN
ajis02-1542	30	26	and	and	CCONJ
ajis02-1542	30	27	ge	ge	PROPN
ajis02-1542	30	28	2013	2013	NUM
ajis02-1542	30	29	)	)	PUNCT
ajis02-1542	30	30	,	,	PUNCT
ajis02-1542	30	31	or	or	CCONJ
ajis02-1542	30	32	negative	negative	ADJ
ajis02-1542	30	33	associations	association	NOUN
ajis02-1542	30	34	(	(	PUNCT
ajis02-1542	30	35	hämäläinen	hämäläinen	NOUN
ajis02-1542	30	36	2012	2012	NUM
ajis02-1542	30	37	,	,	PUNCT
ajis02-1542	30	38	li	li	PROPN
ajis02-1542	30	39	and	and	CCONJ
ajis02-1542	30	40	zaiane	zaiane	PROPN
ajis02-1542	30	41	2015	2015	NUM
ajis02-1542	30	42	)	)	PUNCT
ajis02-1542	30	43	(	(	PUNCT
ajis02-1542	30	44	e.g.	e.g.	ADV
ajis02-1542	30	45	rules	rule	NOUN
ajis02-1542	30	46	of	of	ADP
ajis02-1542	30	47	the	the	DET
ajis02-1542	30	48	form	form	NOUN
ajis02-1542	30	49	x	x	X
ajis02-1542	30	50	⇒	⇒	X
ajis02-1542	30	51	⌐	⌐	PROPN
ajis02-1542	30	52	z	z	NOUN
ajis02-1542	30	53	)	)	PUNCT
ajis02-1542	30	54	.	.	PUNCT
ajis02-1542	31	1	in	in	ADP
ajis02-1542	31	2	this	this	DET
ajis02-1542	31	3	paper	paper	NOUN
ajis02-1542	31	4	we	we	PRON
ajis02-1542	31	5	focus	focus	VERB
ajis02-1542	31	6	on	on	ADP
ajis02-1542	31	7	the	the	DET
ajis02-1542	31	8	problem	problem	NOUN
ajis02-1542	31	9	of	of	ADP
ajis02-1542	31	10	positive	positive	ADJ
ajis02-1542	31	11	rules	rule	NOUN
ajis02-1542	31	12	from	from	ADP
ajis02-1542	31	13	binary	binary	ADJ
ajis02-1542	31	14	data	datum	NOUN
ajis02-1542	31	15	with	with	ADP
ajis02-1542	31	16	single	single	ADJ
ajis02-1542	31	17	attribute	attribute	NOUN
ajis02-1542	31	18	consequents	consequent	NOUN
ajis02-1542	31	19	.	.	PUNCT
ajis02-1542	32	1	in	in	ADP
ajis02-1542	32	2	this	this	DET
ajis02-1542	32	3	paper	paper	NOUN
ajis02-1542	32	4	we	we	PRON
ajis02-1542	32	5	refer	refer	VERB
ajis02-1542	32	6	to	to	ADP
ajis02-1542	32	7	the	the	DET
ajis02-1542	32	8	concepts	concept	NOUN
ajis02-1542	32	9	of	of	ADP
ajis02-1542	32	10	rule	rule	NOUN
ajis02-1542	32	11	generalisations	generalisation	NOUN
ajis02-1542	32	12	and	and	CCONJ
ajis02-1542	32	13	specialisations	specialisation	NOUN
ajis02-1542	32	14	.	.	PUNCT
ajis02-1542	33	1	given	give	VERB
ajis02-1542	33	2	two	two	NUM
ajis02-1542	33	3	rules	rule	NOUN
ajis02-1542	33	4	x	x	X
ajis02-1542	33	5	⇒	⇒	PROPN
ajis02-1542	33	6	z	z	PROPN
ajis02-1542	33	7	and	and	CCONJ
ajis02-1542	33	8	y	y	PROPN
ajis02-1542	33	9	⇒	⇒	PROPN
ajis02-1542	33	10	z	z	PROPN
ajis02-1542	33	11	(	(	PUNCT
ajis02-1542	33	12	where	where	SCONJ
ajis02-1542	33	13	z	z	NOUN
ajis02-1542	33	14	is	be	AUX
ajis02-1542	33	15	a	a	DET
ajis02-1542	33	16	single	single	ADJ
ajis02-1542	33	17	attribute	attribute	NOUN
ajis02-1542	33	18	and	and	CCONJ
ajis02-1542	33	19	x	x	SYM
ajis02-1542	33	20	and	and	CCONJ
ajis02-1542	33	21	y	y	PROPN
ajis02-1542	33	22	are	be	AUX
ajis02-1542	33	23	sets	set	NOUN
ajis02-1542	33	24	of	of	ADP
ajis02-1542	33	25	attributes	attribute	NOUN
ajis02-1542	33	26	)	)	PUNCT
ajis02-1542	33	27	,	,	PUNCT
ajis02-1542	33	28	the	the	DET
ajis02-1542	33	29	rule	rule	NOUN
ajis02-1542	33	30	y	y	PROPN
ajis02-1542	33	31	⇒	⇒	PROPN
ajis02-1542	33	32	z	z	NOUN
ajis02-1542	33	33	is	be	AUX
ajis02-1542	33	34	considered	consider	VERB
ajis02-1542	33	35	to	to	PART
ajis02-1542	33	36	be	be	AUX
ajis02-1542	33	37	a	a	DET
ajis02-1542	33	38	generalisation	generalisation	NOUN
ajis02-1542	33	39	of	of	ADP
ajis02-1542	33	40	x	x	PUNCT
ajis02-1542	33	41	⇒	⇒	PROPN
ajis02-1542	33	42	z	z	NOUN
ajis02-1542	33	43	if	if	SCONJ
ajis02-1542	33	44	y	y	PROPN
ajis02-1542	33	45	is	be	AUX
ajis02-1542	33	46	a	a	DET
ajis02-1542	33	47	proper	proper	ADJ
ajis02-1542	33	48	subset	subset	NOUN
ajis02-1542	33	49	of	of	ADP
ajis02-1542	33	50	x.	x.	NOUN
ajis02-1542	33	51	similarly	similarly	ADV
ajis02-1542	33	52	,	,	PUNCT
ajis02-1542	33	53	rule	rule	VERB
ajis02-1542	33	54	y	y	PROPN
ajis02-1542	33	55	⇒	⇒	PROPN
ajis02-1542	33	56	z	z	PROPN
ajis02-1542	33	57	is	be	AUX
ajis02-1542	33	58	a	a	DET
ajis02-1542	33	59	specialisation	specialisation	NOUN
ajis02-1542	33	60	of	of	ADP
ajis02-1542	33	61	x	x	PUNCT
ajis02-1542	33	62	⇒	⇒	NOUN
ajis02-1542	33	63	z	z	NOUN
ajis02-1542	34	1	if	if	SCONJ
ajis02-1542	34	2	y	y	PROPN
ajis02-1542	34	3	is	be	AUX
ajis02-1542	34	4	a	a	DET
ajis02-1542	34	5	proper	proper	ADJ
ajis02-1542	34	6	superset	superset	NOUN
ajis02-1542	34	7	of	of	ADP
ajis02-1542	34	8	x.	x.	NOUN
ajis02-1542	34	9	2	2	NUM
ajis02-1542	34	10	background	background	NOUN
ajis02-1542	34	11	a	a	DET
ajis02-1542	34	12	key	key	ADJ
ajis02-1542	34	13	problem	problem	NOUN
ajis02-1542	34	14	for	for	ADP
ajis02-1542	34	15	association	association	NOUN
ajis02-1542	34	16	rule	rule	NOUN
ajis02-1542	34	17	mining	mining	NOUN
ajis02-1542	34	18	is	be	AUX
ajis02-1542	34	19	measuring	measure	VERB
ajis02-1542	34	20	how	how	SCONJ
ajis02-1542	34	21	interesting	interesting	ADJ
ajis02-1542	34	22	a	a	DET
ajis02-1542	34	23	rule	rule	NOUN
ajis02-1542	34	24	is	be	AUX
ajis02-1542	34	25	.	.	PUNCT
ajis02-1542	35	1	traditionally	traditionally	ADV
ajis02-1542	35	2	this	this	PRON
ajis02-1542	35	3	is	be	AUX
ajis02-1542	35	4	done	do	VERB
ajis02-1542	35	5	using	use	VERB
ajis02-1542	35	6	support	support	NOUN
ajis02-1542	35	7	and	and	CCONJ
ajis02-1542	35	8	confidence	confidence	NOUN
ajis02-1542	35	9	(	(	PUNCT
ajis02-1542	35	10	analogous	analogous	ADJ
ajis02-1542	35	11	to	to	ADP
ajis02-1542	35	12	the	the	DET
ajis02-1542	35	13	sample	sample	NOUN
ajis02-1542	35	14	probability	probability	NOUN
ajis02-1542	35	15	of	of	ADP
ajis02-1542	35	16	a	a	DET
ajis02-1542	35	17	rule	rule	NOUN
ajis02-1542	35	18	and	and	CCONJ
ajis02-1542	35	19	the	the	DET
ajis02-1542	35	20	conditional	conditional	ADJ
ajis02-1542	35	21	probability	probability	NOUN
ajis02-1542	35	22	of	of	ADP
ajis02-1542	35	23	y	y	PROPN
ajis02-1542	35	24	given	give	VERB
ajis02-1542	35	25	x	x	PUNCT
ajis02-1542	35	26	respectively	respectively	ADV
ajis02-1542	35	27	)	)	PUNCT
ajis02-1542	35	28	.	.	PUNCT
ajis02-1542	36	1	many	many	ADJ
ajis02-1542	36	2	alternate	alternate	ADJ
ajis02-1542	36	3	approaches	approach	NOUN
ajis02-1542	36	4	for	for	ADP
ajis02-1542	36	5	measuring	measure	VERB
ajis02-1542	36	6	interestingness	interestingness	NOUN
ajis02-1542	36	7	have	have	AUX
ajis02-1542	36	8	been	be	AUX
ajis02-1542	36	9	proposed	propose	VERB
ajis02-1542	36	10	(	(	PUNCT
ajis02-1542	36	11	piatetsky	piatetsky	PROPN
ajis02-1542	36	12	-	-	PUNCT
ajis02-1542	36	13	shapiro	shapiro	PROPN
ajis02-1542	36	14	1991	1991	NUM
ajis02-1542	36	15	,	,	PUNCT
ajis02-1542	36	16	brin	brin	NOUN
ajis02-1542	36	17	,	,	PUNCT
ajis02-1542	36	18	motwani	motwani	PROPN
ajis02-1542	36	19	et	et	PROPN
ajis02-1542	36	20	al	al	PROPN
ajis02-1542	36	21	.	.	PROPN
ajis02-1542	36	22	1997	1997	NUM
ajis02-1542	36	23	)	)	PUNCT
ajis02-1542	36	24	,	,	PUNCT
ajis02-1542	36	25	several	several	ADJ
ajis02-1542	36	26	of	of	ADP
ajis02-1542	36	27	which	which	PRON
ajis02-1542	36	28	are	be	AUX
ajis02-1542	36	29	presented	present	VERB
ajis02-1542	36	30	in	in	ADP
ajis02-1542	36	31	table	table	NOUN
ajis02-1542	36	32	1	1	NUM
ajis02-1542	36	33	.	.	PUNCT
ajis02-1542	37	1	the	the	DET
ajis02-1542	37	2	interested	interested	ADJ
ajis02-1542	37	3	reader	reader	NOUN
ajis02-1542	37	4	is	be	AUX
ajis02-1542	37	5	directed	direct	VERB
ajis02-1542	37	6	to	to	ADP
ajis02-1542	37	7	the	the	DET
ajis02-1542	37	8	literature	literature	NOUN
ajis02-1542	37	9	for	for	ADP
ajis02-1542	37	10	further	further	ADJ
ajis02-1542	37	11	information	information	NOUN
ajis02-1542	37	12	(	(	PUNCT
ajis02-1542	37	13	tan	tan	PROPN
ajis02-1542	37	14	,	,	PUNCT
ajis02-1542	37	15	kumar	kumar	PROPN
ajis02-1542	37	16	et	et	PROPN
ajis02-1542	37	17	al	al	PROPN
ajis02-1542	37	18	.	.	PROPN
ajis02-1542	37	19	2004	2004	NUM
ajis02-1542	37	20	)	)	PUNCT
ajis02-1542	37	21	.	.	PUNCT
ajis02-1542	38	1	the	the	DET
ajis02-1542	38	2	experimental	experimental	ADJ
ajis02-1542	38	3	work	work	NOUN
ajis02-1542	38	4	in	in	ADP
ajis02-1542	38	5	this	this	DET
ajis02-1542	38	6	paper	paper	NOUN
ajis02-1542	38	7	focuses	focus	VERB
ajis02-1542	38	8	on	on	ADP
ajis02-1542	38	9	statistical	statistical	ADJ
ajis02-1542	38	10	measures	measure	NOUN
ajis02-1542	38	11	interestingness	interestingness	NOUN
ajis02-1542	38	12	,	,	PUNCT
ajis02-1542	38	13	where	where	SCONJ
ajis02-1542	38	14	rule	rule	NOUN
ajis02-1542	38	15	interestingness	interestingness	PROPN
ajis02-1542	38	16	is	be	AUX
ajis02-1542	38	17	analogous	analogous	ADJ
ajis02-1542	38	18	to	to	ADP
ajis02-1542	38	19	statistical	statistical	ADJ
ajis02-1542	38	20	significance	significance	NOUN
ajis02-1542	38	21	.	.	PUNCT
ajis02-1542	39	1	the	the	DET
ajis02-1542	39	2	size	size	NOUN
ajis02-1542	39	3	of	of	ADP
ajis02-1542	39	4	the	the	DET
ajis02-1542	39	5	search	search	NOUN
ajis02-1542	39	6	space	space	NOUN
ajis02-1542	39	7	is	be	AUX
ajis02-1542	39	8	a	a	DET
ajis02-1542	39	9	major	major	ADJ
ajis02-1542	39	10	concern	concern	NOUN
ajis02-1542	39	11	when	when	SCONJ
ajis02-1542	39	12	mining	mining	NOUN
ajis02-1542	39	13	association	association	NOUN
ajis02-1542	39	14	rules	rule	NOUN
ajis02-1542	39	15	.	.	PUNCT
ajis02-1542	40	1	prior	prior	ADJ
ajis02-1542	40	2	work	work	NOUN
ajis02-1542	40	3	often	often	ADV
ajis02-1542	40	4	employs	employ	VERB
ajis02-1542	40	5	heuristics	heuristic	NOUN
ajis02-1542	40	6	such	such	ADJ
ajis02-1542	40	7	as	as	ADP
ajis02-1542	40	8	maximum	maximum	ADJ
ajis02-1542	40	9	rule	rule	NOUN
ajis02-1542	40	10	lengths	length	NOUN
ajis02-1542	40	11	,	,	PUNCT
ajis02-1542	40	12	fixed	fixed	ADJ
ajis02-1542	40	13	consequents	consequent	NOUN
ajis02-1542	40	14	,	,	PUNCT
ajis02-1542	40	15	or	or	CCONJ
ajis02-1542	40	16	frequency	frequency	NOUN
ajis02-1542	40	17	thresholds	threshold	NOUN
ajis02-1542	40	18	in	in	ADP
ajis02-1542	40	19	order	order	NOUN
ajis02-1542	40	20	to	to	PART
ajis02-1542	40	21	control	control	VERB
ajis02-1542	40	22	this	this	PRON
ajis02-1542	40	23	(	(	PUNCT
ajis02-1542	40	24	hämäläinen	hämäläinen	NOUN
ajis02-1542	40	25	2010	2010	NUM
ajis02-1542	40	26	)	)	PUNCT
ajis02-1542	40	27	.	.	PUNCT
ajis02-1542	41	1	to	to	ADP
ajis02-1542	41	2	our	our	PRON
ajis02-1542	41	3	knowledge	knowledge	NOUN
ajis02-1542	41	4	,	,	PUNCT
ajis02-1542	41	5	only	only	ADV
ajis02-1542	41	6	hämäläinen	hämäläinen	NOUN
ajis02-1542	41	7	's	's	PART
ajis02-1542	41	8	kingfisher	kingfisher	NOUN
ajis02-1542	41	9	algorithm	algorithm	NOUN
ajis02-1542	41	10	is	be	AUX
ajis02-1542	41	11	able	able	ADJ
ajis02-1542	41	12	to	to	PART
ajis02-1542	41	13	identify	identify	VERB
ajis02-1542	41	14	all	all	DET
ajis02-1542	41	15	significant	significant	ADJ
ajis02-1542	41	16	rules	rule	NOUN
ajis02-1542	41	17	using	use	VERB
ajis02-1542	41	18	the	the	DET
ajis02-1542	41	19	current	current	ADJ
ajis02-1542	41	20	definition	definition	NOUN
ajis02-1542	41	21	of	of	ADP
ajis02-1542	41	22	nonredundancy	nonredundancy	NOUN
ajis02-1542	41	23	.	.	PUNCT
ajis02-1542	42	1	we	we	PRON
ajis02-1542	42	2	extend	extend	VERB
ajis02-1542	42	3	the	the	DET
ajis02-1542	42	4	kingfisher	kingfisher	NOUN
ajis02-1542	42	5	approach	approach	NOUN
ajis02-1542	42	6	for	for	ADP
ajis02-1542	42	7	rule	rule	NOUN
ajis02-1542	42	8	generation	generation	NOUN
ajis02-1542	42	9	in	in	ADP
ajis02-1542	42	10	section	section	NOUN
ajis02-1542	42	11	4	4	NUM
ajis02-1542	42	12	.	.	PUNCT
ajis02-1542	43	1	it	it	PRON
ajis02-1542	43	2	is	be	AUX
ajis02-1542	43	3	well	well	ADV
ajis02-1542	43	4	established	establish	VERB
ajis02-1542	43	5	that	that	SCONJ
ajis02-1542	43	6	the	the	DET
ajis02-1542	43	7	number	number	NOUN
ajis02-1542	43	8	of	of	ADP
ajis02-1542	43	9	rules	rule	NOUN
ajis02-1542	43	10	identified	identify	VERB
ajis02-1542	43	11	can	can	AUX
ajis02-1542	43	12	often	often	ADV
ajis02-1542	43	13	be	be	AUX
ajis02-1542	43	14	so	so	ADV
ajis02-1542	43	15	large	large	ADJ
ajis02-1542	43	16	as	as	SCONJ
ajis02-1542	43	17	to	to	PART
ajis02-1542	43	18	hamper	hamper	VERB
ajis02-1542	43	19	their	their	PRON
ajis02-1542	43	20	interpretation	interpretation	NOUN
ajis02-1542	43	21	(	(	PUNCT
ajis02-1542	43	22	aggarwal	aggarwal	NOUN
ajis02-1542	43	23	and	and	CCONJ
ajis02-1542	43	24	yu	yu	PROPN
ajis02-1542	43	25	2001	2001	NUM
ajis02-1542	43	26	)	)	PUNCT
ajis02-1542	43	27	.	.	PUNCT
ajis02-1542	44	1	the	the	DET
ajis02-1542	44	2	concept	concept	NOUN
ajis02-1542	44	3	of	of	ADP
ajis02-1542	44	4	redundancy	redundancy	NOUN
ajis02-1542	44	5	can	can	AUX
ajis02-1542	44	6	be	be	AUX
ajis02-1542	44	7	used	use	VERB
ajis02-1542	44	8	to	to	PART
ajis02-1542	44	9	control	control	VERB
ajis02-1542	44	10	the	the	DET
ajis02-1542	44	11	number	number	NOUN
ajis02-1542	44	12	of	of	ADP
ajis02-1542	44	13	rules	rule	NOUN
ajis02-1542	44	14	.	.	PUNCT
ajis02-1542	45	1	consider	consider	VERB
ajis02-1542	45	2	a	a	DET
ajis02-1542	45	3	hypothetical	hypothetical	ADJ
ajis02-1542	45	4	study	study	NOUN
ajis02-1542	45	5	of	of	ADP
ajis02-1542	45	6	supermarket	supermarket	NOUN
ajis02-1542	45	7	transactions	transaction	NOUN
ajis02-1542	45	8	which	which	PRON
ajis02-1542	45	9	identifies	identify	VERB
ajis02-1542	45	10	that	that	SCONJ
ajis02-1542	45	11	people	people	NOUN
ajis02-1542	45	12	who	who	PRON
ajis02-1542	45	13	buy	buy	VERB
ajis02-1542	45	14	a	a	DET
ajis02-1542	45	15	soft	soft	ADJ
ajis02-1542	45	16	drink	drink	NOUN
ajis02-1542	45	17	will	will	AUX
ajis02-1542	45	18	also	also	ADV
ajis02-1542	45	19	buy	buy	VERB
ajis02-1542	45	20	chips	chip	NOUN
ajis02-1542	45	21	.	.	PUNCT
ajis02-1542	46	1	further	further	ADJ
ajis02-1542	46	2	analysis	analysis	NOUN
ajis02-1542	46	3	may	may	AUX
ajis02-1542	46	4	also	also	ADV
ajis02-1542	46	5	identify	identify	VERB
ajis02-1542	46	6	that	that	SCONJ
ajis02-1542	46	7	people	people	NOUN
ajis02-1542	46	8	who	who	PRON
ajis02-1542	46	9	buy	buy	VERB
ajis02-1542	46	10	soft	soft	ADJ
ajis02-1542	46	11	drink	drink	NOUN
ajis02-1542	46	12	on	on	ADP
ajis02-1542	46	13	tuesday	tuesday	PROPN
ajis02-1542	46	14	will	will	AUX
ajis02-1542	46	15	buy	buy	VERB
ajis02-1542	46	16	chips	chip	NOUN
ajis02-1542	46	17	.	.	PUNCT
ajis02-1542	47	1	however	however	ADV
ajis02-1542	47	2	the	the	DET
ajis02-1542	47	3	condition	condition	NOUN
ajis02-1542	47	4	that	that	SCONJ
ajis02-1542	47	5	it	it	PRON
ajis02-1542	47	6	be	be	VERB
ajis02-1542	47	7	tuesday	tuesday	PROPN
ajis02-1542	47	8	does	do	AUX
ajis02-1542	47	9	not	not	PART
ajis02-1542	47	10	improve	improve	VERB
ajis02-1542	47	11	the	the	DET
ajis02-1542	47	12	quality	quality	NOUN
ajis02-1542	47	13	of	of	ADP
ajis02-1542	47	14	the	the	DET
ajis02-1542	47	15	association	association	NOUN
ajis02-1542	47	16	.	.	PUNCT
ajis02-1542	48	1	the	the	DET
ajis02-1542	48	2	rule	rule	NOUN
ajis02-1542	48	3	likely	likely	ADV
ajis02-1542	48	4	exists	exist	VERB
ajis02-1542	48	5	because	because	SCONJ
ajis02-1542	48	6	the	the	DET
ajis02-1542	48	7	association	association	NOUN
ajis02-1542	48	8	between	between	ADP
ajis02-1542	48	9	people	people	NOUN
ajis02-1542	48	10	buying	buy	VERB
ajis02-1542	48	11	soft	soft	ADJ
ajis02-1542	48	12	drink	drink	NOUN
ajis02-1542	48	13	and	and	CCONJ
ajis02-1542	48	14	chips	chip	NOUN
ajis02-1542	48	15	holds	hold	VERB
ajis02-1542	48	16	regardless	regardless	ADV
ajis02-1542	48	17	of	of	ADP
ajis02-1542	48	18	whether	whether	SCONJ
ajis02-1542	48	19	it	it	PRON
ajis02-1542	48	20	is	be	AUX
ajis02-1542	48	21	tuesday	tuesday	PROPN
ajis02-1542	48	22	or	or	CCONJ
ajis02-1542	48	23	not	not	PART
ajis02-1542	48	24	.	.	PUNCT
ajis02-1542	49	1	the	the	DET
ajis02-1542	49	2	association	association	NOUN
ajis02-1542	49	3	between	between	ADP
ajis02-1542	49	4	people	people	NOUN
ajis02-1542	49	5	buying	buy	VERB
ajis02-1542	49	6	soft	soft	ADJ
ajis02-1542	49	7	drink	drink	NOUN
ajis02-1542	49	8	on	on	ADP
ajis02-1542	49	9	tuesday	tuesday	PROPN
ajis02-1542	49	10	and	and	CCONJ
ajis02-1542	49	11	buying	buying	NOUN
ajis02-1542	49	12	chips	chip	NOUN
ajis02-1542	49	13	is	be	AUX
ajis02-1542	49	14	redundant	redundant	ADJ
ajis02-1542	49	15	.	.	PUNCT
ajis02-1542	50	1	australasian	australasian	ADJ
ajis02-1542	50	2	journal	journal	NOUN
ajis02-1542	50	3	of	of	ADP
ajis02-1542	50	4	information	information	NOUN
ajis02-1542	50	5	systems	system	NOUN
ajis02-1542	50	6	petersen	petersen	PROPN
ajis02-1542	50	7	,	,	PUNCT
ajis02-1542	50	8	poon	poon	NOUN
ajis02-1542	50	9	j	j	PROPN
ajis02-1542	50	10	,	,	PUNCT
ajis02-1542	50	11	poon	poon	NOUN
ajis02-1542	50	12	s	s	PROPN
ajis02-1542	50	13	&	&	CCONJ
ajis02-1542	50	14	loy	loy	PROPN
ajis02-1542	50	15	2017	2017	NUM
ajis02-1542	50	16	,	,	PUNCT
ajis02-1542	50	17	vol	vol	NOUN
ajis02-1542	50	18	21	21	NUM
ajis02-1542	50	19	,	,	PUNCT
ajis02-1542	50	20	selected	select	VERB
ajis02-1542	50	21	papers	paper	NOUN
ajis02-1542	50	22	from	from	ADP
ajis02-1542	50	23	ausdm	ausdm	NOUN
ajis02-1542	50	24	better	well	ADJ
ajis02-1542	50	25	rulesets	ruleset	NOUN
ajis02-1542	50	26	by	by	ADP
ajis02-1542	50	27	removing	remove	VERB
ajis02-1542	50	28	redundancy	redundancy	NOUN
ajis02-1542	50	29	3	3	NUM
ajis02-1542	50	30	measure	measure	NOUN
ajis02-1542	50	31	formulae	formulae	ADJ
ajis02-1542	50	32	support	support	NOUN
ajis02-1542	50	33	(	(	PUNCT
ajis02-1542	50	34	agrawal	agrawal	PROPN
ajis02-1542	50	35	,	,	PUNCT
ajis02-1542	50	36	imieli	imieli	PROPN
ajis02-1542	50	37	et	et	PROPN
ajis02-1542	50	38	al	al	PROPN
ajis02-1542	50	39	.	.	PROPN
ajis02-1542	50	40	1993	1993	NUM
ajis02-1542	50	41	)	)	PUNCT
ajis02-1542	51	1	𝑚(𝑋	𝑚(𝑋	NOUN
ajis02-1542	51	2	)	)	PUNCT
ajis02-1542	52	1	𝑁	𝑁	ADJ
ajis02-1542	52	2	confidence	confidence	NOUN
ajis02-1542	52	3	(	(	PUNCT
ajis02-1542	52	4	agrawal	agrawal	PROPN
ajis02-1542	52	5	,	,	PUNCT
ajis02-1542	52	6	imieli	imieli	PROPN
ajis02-1542	52	7	et	et	PROPN
ajis02-1542	52	8	al	al	PROPN
ajis02-1542	52	9	.	.	PROPN
ajis02-1542	52	10	1993	1993	NUM
ajis02-1542	52	11	)	)	PUNCT
ajis02-1542	52	12	𝑚(𝑋𝑌	𝑚(𝑋𝑌	NOUN
ajis02-1542	52	13	)	)	PUNCT
ajis02-1542	52	14	𝑁	𝑁	ADJ
ajis02-1542	52	15	interest	interest	NOUN
ajis02-1542	52	16	(	(	PUNCT
ajis02-1542	52	17	brin	brin	PROPN
ajis02-1542	52	18	,	,	PUNCT
ajis02-1542	52	19	motwani	motwani	PROPN
ajis02-1542	52	20	et	et	PROPN
ajis02-1542	52	21	al	al	PROPN
ajis02-1542	52	22	.	.	PROPN
ajis02-1542	52	23	1997	1997	NUM
ajis02-1542	52	24	)	)	PUNCT
ajis02-1542	53	1	𝑁	𝑁	PROPN
ajis02-1542	53	2	×	×	NOUN
ajis02-1542	53	3	𝑚(𝑋𝑌	𝑚(𝑋𝑌	PROPN
ajis02-1542	53	4	)	)	PUNCT
ajis02-1542	53	5	𝑚(𝑋	𝑚(𝑋	PROPN
ajis02-1542	53	6	)	)	PUNCT
ajis02-1542	53	7	×	×	NOUN
ajis02-1542	53	8	𝑚(𝑌	𝑚(𝑌	NOUN
ajis02-1542	53	9	)	)	PUNCT
ajis02-1542	53	10	leverage	leverage	NOUN
ajis02-1542	53	11	(	(	PUNCT
ajis02-1542	53	12	piatetsky	piatetsky	PROPN
ajis02-1542	53	13	-	-	PUNCT
ajis02-1542	53	14	shapiro	shapiro	PROPN
ajis02-1542	53	15	1991	1991	NUM
ajis02-1542	53	16	)	)	PUNCT
ajis02-1542	53	17	𝑚(𝑋𝑌	𝑚(𝑋𝑌	NOUN
ajis02-1542	53	18	)	)	PUNCT
ajis02-1542	53	19	𝑁	𝑁	PROPN
ajis02-1542	53	20	−	−	PROPN
ajis02-1542	53	21	𝑚(𝑋)𝑚(𝑌	𝑚(𝑋)𝑚(𝑌	NOUN
ajis02-1542	53	22	)	)	PUNCT
ajis02-1542	53	23	𝑁2	𝑁2	NOUN
ajis02-1542	53	24	χ2	χ2	PROPN
ajis02-1542	53	25	𝑁5	𝑁5	PROPN
ajis02-1542	53	26	−	−	PROPN
ajis02-1542	53	27	𝐿𝑒𝑣𝑒𝑟𝑎𝑔𝑒(𝑋	𝐿𝑒𝑣𝑒𝑟𝑎𝑔𝑒(𝑋	PROPN
ajis02-1542	53	28	⇒	⇒	PROPN
ajis02-1542	53	29	𝑌)2	𝑌)2	PROPN
ajis02-1542	53	30	𝑚(𝑋)𝑚(¬𝑋)𝑚(𝑌)𝑚(¬𝑌	𝑚(𝑋)𝑚(¬𝑋)𝑚(𝑌)𝑚(¬𝑌	PROPN
ajis02-1542	53	31	)	)	PUNCT
ajis02-1542	53	32	fisher	fisher	PROPN
ajis02-1542	53	33	’s	’s	PART
ajis02-1542	53	34	p	p	X
ajis02-1542	53	35	∑	∑	PROPN
ajis02-1542	53	36	(	(	PUNCT
ajis02-1542	53	37	𝑚(𝑋	𝑚(𝑋	PROPN
ajis02-1542	53	38	)	)	PUNCT
ajis02-1542	53	39	𝑚(𝑋𝑌)+𝑖	𝑚(𝑋𝑌)+𝑖	PROPN
ajis02-1542	53	40	)	)	PUNCT
ajis02-1542	53	41	(	(	PUNCT
ajis02-1542	53	42	𝑚(¬𝑋	𝑚(¬𝑋	NOUN
ajis02-1542	53	43	)	)	PUNCT
ajis02-1542	53	44	𝑚(¬𝑋¬𝑌)+𝑖	𝑚(¬𝑋¬𝑌)+𝑖	NUM
ajis02-1542	53	45	)	)	PUNCT
ajis02-1542	53	46	(	(	PUNCT
ajis02-1542	53	47	𝑁	𝑁	PROPN
ajis02-1542	53	48	𝑚(𝑌	𝑚(𝑌	NOUN
ajis02-1542	53	49	)	)	PUNCT
ajis02-1542	53	50	)	)	PUNCT
ajis02-1542	53	51	min	min	NOUN
ajis02-1542	53	52	(	(	PUNCT
ajis02-1542	53	53	𝑚(𝑋¬𝑌),𝑚(𝑌¬𝑋	𝑚(𝑋¬𝑌),𝑚(𝑌¬𝑋	ADV
ajis02-1542	53	54	)	)	PUNCT
ajis02-1542	53	55	)	)	PUNCT
ajis02-1542	54	1	𝑖=0	𝑖=0	PROPN
ajis02-1542	54	2	table	table	NOUN
ajis02-1542	54	3	1	1	NUM
ajis02-1542	54	4	:	:	PUNCT
ajis02-1542	54	5	several	several	ADJ
ajis02-1542	54	6	common	common	ADJ
ajis02-1542	54	7	interestingness	interestingness	NOUN
ajis02-1542	54	8	measures	measure	NOUN
ajis02-1542	54	9	for	for	ADP
ajis02-1542	54	10	a	a	DET
ajis02-1542	54	11	rule	rule	NOUN
ajis02-1542	54	12	x	x	PUNCT
ajis02-1542	54	13	⇒	⇒	PROPN
ajis02-1542	54	14	y	y	PRON
ajis02-1542	54	15	expressed	express	VERB
ajis02-1542	54	16	in	in	ADP
ajis02-1542	54	17	terms	term	NOUN
ajis02-1542	54	18	of	of	ADP
ajis02-1542	54	19	partial	partial	ADJ
ajis02-1542	54	20	frequency	frequency	NOUN
ajis02-1542	54	21	counts	count	NOUN
ajis02-1542	54	22	.	.	PUNCT
ajis02-1542	55	1	n	n	PRON
ajis02-1542	55	2	is	be	AUX
ajis02-1542	55	3	the	the	DET
ajis02-1542	55	4	size	size	NOUN
ajis02-1542	55	5	of	of	ADP
ajis02-1542	55	6	the	the	DET
ajis02-1542	55	7	data	datum	NOUN
ajis02-1542	55	8	,	,	PUNCT
ajis02-1542	55	9	and	and	CCONJ
ajis02-1542	55	10	m	m	PROPN
ajis02-1542	55	11	(	(	PUNCT
ajis02-1542	55	12	·	·	PUNCT
ajis02-1542	55	13	)	)	PUNCT
ajis02-1542	55	14	is	be	AUX
ajis02-1542	55	15	the	the	DET
ajis02-1542	55	16	frequency	frequency	NOUN
ajis02-1542	55	17	function	function	NOUN
ajis02-1542	55	18	.	.	PUNCT
ajis02-1542	56	1	several	several	ADJ
ajis02-1542	56	2	authors	author	NOUN
ajis02-1542	56	3	have	have	AUX
ajis02-1542	56	4	proposed	propose	VERB
ajis02-1542	56	5	formal	formal	ADJ
ajis02-1542	56	6	means	mean	NOUN
ajis02-1542	56	7	for	for	ADP
ajis02-1542	56	8	defining	define	VERB
ajis02-1542	56	9	redundant	redundant	ADJ
ajis02-1542	56	10	rules	rule	NOUN
ajis02-1542	56	11	(	(	PUNCT
ajis02-1542	56	12	zaki	zaki	PROPN
ajis02-1542	56	13	2000	2000	NUM
ajis02-1542	56	14	,	,	PUNCT
ajis02-1542	56	15	aggarwal	aggarwal	NOUN
ajis02-1542	56	16	and	and	CCONJ
ajis02-1542	56	17	yu	yu	PROPN
ajis02-1542	56	18	2001	2001	NUM
ajis02-1542	56	19	,	,	PUNCT
ajis02-1542	56	20	ashrafi	ashrafi	PROPN
ajis02-1542	56	21	,	,	PUNCT
ajis02-1542	56	22	taniar	taniar	NOUN
ajis02-1542	56	23	et	et	PROPN
ajis02-1542	56	24	al	al	PROPN
ajis02-1542	56	25	.	.	PROPN
ajis02-1542	56	26	2004	2004	NUM
ajis02-1542	56	27	,	,	PUNCT
ajis02-1542	56	28	webb	webb	PROPN
ajis02-1542	56	29	2006	2006	NUM
ajis02-1542	56	30	,	,	PUNCT
ajis02-1542	56	31	webb	webb	PROPN
ajis02-1542	56	32	2007	2007	NUM
ajis02-1542	56	33	)	)	PUNCT
ajis02-1542	56	34	.	.	PUNCT
ajis02-1542	57	1	a	a	DET
ajis02-1542	57	2	definition	definition	NOUN
ajis02-1542	57	3	of	of	ADP
ajis02-1542	57	4	redundancy	redundancy	NOUN
ajis02-1542	57	5	suitable	suitable	ADJ
ajis02-1542	57	6	for	for	ADP
ajis02-1542	57	7	use	use	NOUN
ajis02-1542	57	8	with	with	ADP
ajis02-1542	57	9	a	a	DET
ajis02-1542	57	10	general	general	ADJ
ajis02-1542	57	11	goodness	goodness	NOUN
ajis02-1542	57	12	measure	measure	NOUN
ajis02-1542	57	13	(	(	PUNCT
ajis02-1542	57	14	assuming	assume	VERB
ajis02-1542	57	15	single	single	ADJ
ajis02-1542	57	16	attribute	attribute	NOUN
ajis02-1542	57	17	consequents	consequent	NOUN
ajis02-1542	57	18	)	)	PUNCT
ajis02-1542	57	19	was	be	AUX
ajis02-1542	57	20	first	first	ADV
ajis02-1542	57	21	proposed	propose	VERB
ajis02-1542	57	22	in	in	ADP
ajis02-1542	57	23	2010	2010	NUM
ajis02-1542	57	24	by	by	ADP
ajis02-1542	57	25	hämäläinen	hämäläinen	NOUN
ajis02-1542	57	26	(	(	PUNCT
ajis02-1542	57	27	hämäläinen	hämäläinen	NOUN
ajis02-1542	57	28	2010	2010	NUM
ajis02-1542	57	29	)	)	PUNCT
ajis02-1542	57	30	.	.	PUNCT
ajis02-1542	58	1	hämäläinen	hämäläinen	NOUN
ajis02-1542	58	2	defines	define	VERB
ajis02-1542	58	3	a	a	DET
ajis02-1542	58	4	rule	rule	NOUN
ajis02-1542	58	5	r	r	NOUN
ajis02-1542	58	6	to	to	PART
ajis02-1542	58	7	be	be	AUX
ajis02-1542	58	8	redundant	redundant	ADJ
ajis02-1542	58	9	if	if	SCONJ
ajis02-1542	58	10	some	some	PRON
ajis02-1542	58	11	more	more	ADV
ajis02-1542	58	12	general	general	ADJ
ajis02-1542	58	13	rule	rule	NOUN
ajis02-1542	58	14	(	(	PUNCT
ajis02-1542	58	15	i.e.	i.e.	X
ajis02-1542	58	16	a	a	DET
ajis02-1542	58	17	rule	rule	NOUN
ajis02-1542	58	18	whose	whose	DET
ajis02-1542	58	19	antecedent	antecedent	NOUN
ajis02-1542	58	20	is	be	AUX
ajis02-1542	58	21	a	a	DET
ajis02-1542	58	22	subset	subset	NOUN
ajis02-1542	58	23	of	of	ADP
ajis02-1542	58	24	the	the	DET
ajis02-1542	58	25	antecedent	antecedent	NOUN
ajis02-1542	58	26	of	of	ADP
ajis02-1542	58	27	r	r	NOUN
ajis02-1542	58	28	)	)	PUNCT
ajis02-1542	58	29	has	have	VERB
ajis02-1542	58	30	equal	equal	ADJ
ajis02-1542	58	31	or	or	CCONJ
ajis02-1542	58	32	better	well	ADJ
ajis02-1542	58	33	utility	utility	NOUN
ajis02-1542	58	34	with	with	ADP
ajis02-1542	58	35	respect	respect	NOUN
ajis02-1542	58	36	to	to	ADP
ajis02-1542	58	37	some	some	DET
ajis02-1542	58	38	goodness	goodness	NOUN
ajis02-1542	58	39	measure	measure	NOUN
ajis02-1542	58	40	.	.	PUNCT
ajis02-1542	59	1	we	we	PRON
ajis02-1542	59	2	repeat	repeat	VERB
ajis02-1542	59	3	this	this	PRON
ajis02-1542	59	4	more	more	ADV
ajis02-1542	59	5	formally	formally	ADV
ajis02-1542	59	6	in	in	ADP
ajis02-1542	59	7	definition	definition	NOUN
ajis02-1542	59	8	1	1	NUM
ajis02-1542	59	9	.	.	PUNCT
ajis02-1542	59	10	definition	definition	NOUN
ajis02-1542	59	11	1	1	NUM
ajis02-1542	59	12	:	:	PUNCT
ajis02-1542	59	13	classical	classical	ADJ
ajis02-1542	59	14	redundancy	redundancy	NOUN
ajis02-1542	59	15	consider	consider	VERB
ajis02-1542	59	16	two	two	NUM
ajis02-1542	59	17	rules	rule	NOUN
ajis02-1542	59	18	x	x	X
ajis02-1542	59	19	⇒	⇒	PROPN
ajis02-1542	59	20	z	z	PROPN
ajis02-1542	59	21	and	and	CCONJ
ajis02-1542	59	22	xq	xq	PROPN
ajis02-1542	59	23	⇒	⇒	PROPN
ajis02-1542	59	24	z	z	PROPN
ajis02-1542	59	25	where	where	SCONJ
ajis02-1542	59	26	x	x	PUNCT
ajis02-1542	59	27	and	and	CCONJ
ajis02-1542	59	28	q	q	PROPN
ajis02-1542	59	29	are	be	AUX
ajis02-1542	59	30	disjoint	disjoint	NOUN
ajis02-1542	59	31	sets	set	NOUN
ajis02-1542	59	32	of	of	ADP
ajis02-1542	59	33	items	item	NOUN
ajis02-1542	59	34	,	,	PUNCT
ajis02-1542	59	35	and	and	CCONJ
ajis02-1542	59	36	z	z	NOUN
ajis02-1542	59	37	is	be	AUX
ajis02-1542	59	38	a	a	DET
ajis02-1542	59	39	single	single	ADJ
ajis02-1542	59	40	item	item	NOUN
ajis02-1542	59	41	of	of	ADP
ajis02-1542	59	42	value	value	NOUN
ajis02-1542	59	43	α	α	X
ajis02-1542	59	44	.	.	PUNCT
ajis02-1542	60	1	let	let	AUX
ajis02-1542	60	2	m	m	PRON
ajis02-1542	60	3	(	(	PUNCT
ajis02-1542	60	4	·	·	PUNCT
ajis02-1542	60	5	)	)	PUNCT
ajis02-1542	60	6	be	be	AUX
ajis02-1542	60	7	an	an	DET
ajis02-1542	60	8	increasing	increase	VERB
ajis02-1542	60	9	measure	measure	NOUN
ajis02-1542	60	10	of	of	ADP
ajis02-1542	60	11	rule	rule	NOUN
ajis02-1542	60	12	interestingness	interestingness	NOUN
ajis02-1542	60	13	.	.	PUNCT
ajis02-1542	61	1	rule	rule	NOUN
ajis02-1542	61	2	xq	xq	PROPN
ajis02-1542	61	3	⇒	⇒	PROPN
ajis02-1542	61	4	z	z	PROPN
ajis02-1542	61	5	is	be	AUX
ajis02-1542	61	6	redundant	redundant	ADJ
ajis02-1542	61	7	with	with	ADP
ajis02-1542	61	8	respect	respect	NOUN
ajis02-1542	61	9	to	to	PART
ajis02-1542	61	10	rule	rule	VERB
ajis02-1542	61	11	x	x	X
ajis02-1542	61	12	⇒	⇒	PROPN
ajis02-1542	61	13	z	z	NOUN
ajis02-1542	62	1	if	if	SCONJ
ajis02-1542	62	2	m(xq	m(xq	PROPN
ajis02-1542	62	3	⇒	⇒	NOUN
ajis02-1542	62	4	z	z	PROPN
ajis02-1542	62	5	)	)	PUNCT
ajis02-1542	62	6	≤	≤	NOUN
ajis02-1542	62	7	m(x	m(x	PROPN
ajis02-1542	62	8	⇒	⇒	VERB
ajis02-1542	62	9	z	z	PROPN
ajis02-1542	62	10	)	)	PUNCT
ajis02-1542	62	11	.	.	PUNCT
ajis02-1542	63	1	we	we	PRON
ajis02-1542	63	2	note	note	VERB
ajis02-1542	63	3	that	that	SCONJ
ajis02-1542	63	4	when	when	SCONJ
ajis02-1542	63	5	comparing	compare	VERB
ajis02-1542	63	6	rules	rule	NOUN
ajis02-1542	63	7	based	base	VERB
ajis02-1542	63	8	on	on	ADP
ajis02-1542	63	9	some	some	DET
ajis02-1542	63	10	arbitrary	arbitrary	ADJ
ajis02-1542	63	11	goodness	goodness	NOUN
ajis02-1542	63	12	measure	measure	NOUN
ajis02-1542	63	13	,	,	PUNCT
ajis02-1542	63	14	complications	complication	NOUN
ajis02-1542	63	15	can	can	AUX
ajis02-1542	63	16	arise	arise	VERB
ajis02-1542	63	17	due	due	ADP
ajis02-1542	63	18	to	to	ADP
ajis02-1542	63	19	complex	complex	ADJ
ajis02-1542	63	20	interactions	interaction	NOUN
ajis02-1542	63	21	between	between	ADP
ajis02-1542	63	22	constituent	constituent	NOUN
ajis02-1542	63	23	attributes	attribute	NOUN
ajis02-1542	63	24	.	.	PUNCT
ajis02-1542	64	1	that	that	SCONJ
ajis02-1542	64	2	such	such	ADJ
ajis02-1542	64	3	interactions	interaction	NOUN
ajis02-1542	64	4	can	can	AUX
ajis02-1542	64	5	give	give	VERB
ajis02-1542	64	6	rise	rise	NOUN
ajis02-1542	64	7	to	to	ADP
ajis02-1542	64	8	spurious	spurious	ADJ
ajis02-1542	64	9	associations	association	NOUN
ajis02-1542	64	10	has	have	AUX
ajis02-1542	64	11	been	be	AUX
ajis02-1542	64	12	studied	study	VERB
ajis02-1542	64	13	(	(	PUNCT
ajis02-1542	64	14	mcgrane	mcgrane	NOUN
ajis02-1542	64	15	and	and	CCONJ
ajis02-1542	64	16	poon	poon	NOUN
ajis02-1542	64	17	2010	2010	NUM
ajis02-1542	64	18	,	,	PUNCT
ajis02-1542	64	19	webb	webb	PROPN
ajis02-1542	64	20	2010	2010	NUM
ajis02-1542	64	21	)	)	PUNCT
ajis02-1542	64	22	,	,	PUNCT
ajis02-1542	64	23	however	however	ADV
ajis02-1542	64	24	less	less	ADJ
ajis02-1542	64	25	attention	attention	NOUN
ajis02-1542	64	26	has	have	AUX
ajis02-1542	64	27	been	be	AUX
ajis02-1542	64	28	paid	pay	VERB
ajis02-1542	64	29	to	to	ADP
ajis02-1542	64	30	how	how	SCONJ
ajis02-1542	64	31	it	it	PRON
ajis02-1542	64	32	might	might	AUX
ajis02-1542	64	33	obscure	obscure	VERB
ajis02-1542	64	34	useful	useful	ADJ
ajis02-1542	64	35	relationships	relationship	NOUN
ajis02-1542	64	36	.	.	PUNCT
ajis02-1542	65	1	models	model	NOUN
ajis02-1542	65	2	of	of	ADP
ajis02-1542	65	3	redundancy	redundancy	NOUN
ajis02-1542	65	4	that	that	PRON
ajis02-1542	65	5	remove	remove	VERB
ajis02-1542	65	6	spurious	spurious	ADJ
ajis02-1542	65	7	generalisations	generalisation	NOUN
ajis02-1542	65	8	is	be	AUX
ajis02-1542	65	9	a	a	DET
ajis02-1542	65	10	problem	problem	NOUN
ajis02-1542	65	11	that	that	PRON
ajis02-1542	65	12	has	have	AUX
ajis02-1542	65	13	seen	see	VERB
ajis02-1542	65	14	limited	limited	ADJ
ajis02-1542	65	15	interest	interest	NOUN
ajis02-1542	65	16	within	within	ADP
ajis02-1542	65	17	the	the	DET
ajis02-1542	65	18	community	community	NOUN
ajis02-1542	65	19	.	.	PUNCT
ajis02-1542	66	1	removing	remove	VERB
ajis02-1542	66	2	spurious	spurious	ADJ
ajis02-1542	66	3	generalisations	generalisation	NOUN
ajis02-1542	66	4	was	be	AUX
ajis02-1542	66	5	first	first	ADV
ajis02-1542	66	6	looked	look	VERB
ajis02-1542	66	7	at	at	ADP
ajis02-1542	66	8	in	in	ADP
ajis02-1542	66	9	2001	2001	NUM
ajis02-1542	66	10	by	by	ADP
ajis02-1542	66	11	liu	liu	PROPN
ajis02-1542	66	12	et	et	PROPN
ajis02-1542	66	13	al	al	PROPN
ajis02-1542	66	14	.	.	PROPN
ajis02-1542	67	1	in	in	ADP
ajis02-1542	67	2	their	their	PRON
ajis02-1542	67	3	work	work	NOUN
ajis02-1542	67	4	on	on	ADP
ajis02-1542	67	5	non	non	ADJ
ajis02-1542	67	6	-	-	ADJ
ajis02-1542	67	7	actionable	actionable	ADJ
ajis02-1542	67	8	rules	rule	NOUN
ajis02-1542	67	9	(	(	PUNCT
ajis02-1542	67	10	liu	liu	PROPN
ajis02-1542	67	11	et	et	PROPN
ajis02-1542	67	12	al	al	PROPN
ajis02-1542	67	13	.	.	PROPN
ajis02-1542	67	14	2001	2001	NUM
ajis02-1542	67	15	)	)	PUNCT
ajis02-1542	67	16	.	.	PUNCT
ajis02-1542	68	1	for	for	ADP
ajis02-1542	68	2	a	a	DET
ajis02-1542	68	3	rule	rule	NOUN
ajis02-1542	68	4	r0	r0	NOUN
ajis02-1542	68	5	and	and	CCONJ
ajis02-1542	68	6	the	the	DET
ajis02-1542	68	7	set	set	NOUN
ajis02-1542	68	8	of	of	ADP
ajis02-1542	68	9	its	its	PRON
ajis02-1542	68	10	decedents	decedent	NOUN
ajis02-1542	68	11	r	r	NOUN
ajis02-1542	68	12	=	=	SYM
ajis02-1542	68	13	{	{	PUNCT
ajis02-1542	68	14	𝑟1	𝑟1	NOUN
ajis02-1542	68	15	,	,	PUNCT
ajis02-1542	68	16	𝑟2	𝑟2	NOUN
ajis02-1542	68	17	,	,	PUNCT
ajis02-1542	68	18	…	…	PUNCT
ajis02-1542	68	19	,	,	PUNCT
ajis02-1542	68	20	𝑟𝑁	𝑟𝑁	NOUN
ajis02-1542	68	21	}	}	PUNCT
ajis02-1542	68	22	,	,	PUNCT
ajis02-1542	68	23	they	they	PRON
ajis02-1542	68	24	define	define	VERB
ajis02-1542	68	25	a	a	DET
ajis02-1542	68	26	rule	rule	NOUN
ajis02-1542	68	27	r0	r0	NOUN
ajis02-1542	68	28	to	to	PART
ajis02-1542	68	29	be	be	AUX
ajis02-1542	68	30	non	non	ADJ
ajis02-1542	68	31	-	-	ADJ
ajis02-1542	68	32	actionable	actionable	ADJ
ajis02-1542	68	33	if	if	SCONJ
ajis02-1542	68	34	it	it	PRON
ajis02-1542	68	35	is	be	AUX
ajis02-1542	68	36	not	not	PART
ajis02-1542	68	37	interesting	interesting	ADJ
ajis02-1542	68	38	over	over	ADP
ajis02-1542	68	39	the	the	DET
ajis02-1542	68	40	domain	domain	NOUN
ajis02-1542	68	41	where	where	SCONJ
ajis02-1542	68	42	instances	instance	NOUN
ajis02-1542	68	43	matching	match	VERB
ajis02-1542	68	44	at	at	ADP
ajis02-1542	68	45	least	least	ADV
ajis02-1542	68	46	one	one	NUM
ajis02-1542	68	47	antecedent	antecedent	NOUN
ajis02-1542	68	48	in	in	ADP
ajis02-1542	68	49	r	r	NOUN
ajis02-1542	68	50	are	be	AUX
ajis02-1542	68	51	removed	remove	VERB
ajis02-1542	68	52	.	.	PUNCT
ajis02-1542	69	1	essentially	essentially	ADV
ajis02-1542	69	2	,	,	PUNCT
ajis02-1542	69	3	they	they	PRON
ajis02-1542	69	4	claim	claim	VERB
ajis02-1542	69	5	a	a	DET
ajis02-1542	69	6	rule	rule	NOUN
ajis02-1542	69	7	must	must	AUX
ajis02-1542	69	8	cover	cover	VERB
ajis02-1542	69	9	some	some	DET
ajis02-1542	69	10	unique	unique	ADJ
ajis02-1542	69	11	set	set	NOUN
ajis02-1542	69	12	of	of	ADP
ajis02-1542	69	13	instances	instance	NOUN
ajis02-1542	69	14	(	(	PUNCT
ajis02-1542	69	15	with	with	ADP
ajis02-1542	69	16	respect	respect	NOUN
ajis02-1542	69	17	to	to	ADP
ajis02-1542	69	18	the	the	DET
ajis02-1542	69	19	set	set	NOUN
ajis02-1542	69	20	of	of	ADP
ajis02-1542	69	21	its	its	PRON
ajis02-1542	69	22	specialisations	specialisation	NOUN
ajis02-1542	69	23	)	)	PUNCT
ajis02-1542	69	24	in	in	ADP
ajis02-1542	69	25	which	which	PRON
ajis02-1542	69	26	the	the	DET
ajis02-1542	69	27	relationship	relationship	NOUN
ajis02-1542	69	28	described	describe	VERB
ajis02-1542	69	29	still	still	ADV
ajis02-1542	69	30	holds	hold	VERB
ajis02-1542	69	31	.	.	PUNCT
ajis02-1542	70	1	a	a	DET
ajis02-1542	70	2	rule	rule	NOUN
ajis02-1542	70	3	has	have	VERB
ajis02-1542	70	4	no	no	DET
ajis02-1542	70	5	utility	utility	NOUN
ajis02-1542	70	6	with	with	ADP
ajis02-1542	70	7	respect	respect	NOUN
ajis02-1542	70	8	to	to	ADP
ajis02-1542	70	9	the	the	DET
ajis02-1542	70	10	set	set	NOUN
ajis02-1542	70	11	of	of	ADP
ajis02-1542	70	12	its	its	PRON
ajis02-1542	70	13	specialisations	specialisation	NOUN
ajis02-1542	70	14	if	if	SCONJ
ajis02-1542	70	15	it	it	PRON
ajis02-1542	70	16	does	do	AUX
ajis02-1542	70	17	not	not	PART
ajis02-1542	70	18	cover	cover	VERB
ajis02-1542	70	19	such	such	DET
ajis02-1542	70	20	a	a	DET
ajis02-1542	70	21	set	set	NOUN
ajis02-1542	70	22	of	of	ADP
ajis02-1542	70	23	instances	instance	NOUN
ajis02-1542	70	24	.	.	PUNCT
ajis02-1542	71	1	australasian	australasian	ADJ
ajis02-1542	71	2	journal	journal	NOUN
ajis02-1542	71	3	of	of	ADP
ajis02-1542	71	4	information	information	NOUN
ajis02-1542	71	5	systems	system	NOUN
ajis02-1542	71	6	petersen	petersen	PROPN
ajis02-1542	71	7	,	,	PUNCT
ajis02-1542	71	8	poon	poon	NOUN
ajis02-1542	71	9	j	j	PROPN
ajis02-1542	71	10	,	,	PUNCT
ajis02-1542	71	11	poon	poon	NOUN
ajis02-1542	71	12	s	s	PROPN
ajis02-1542	71	13	&	&	CCONJ
ajis02-1542	71	14	loy	loy	PROPN
ajis02-1542	71	15	2017	2017	NUM
ajis02-1542	71	16	,	,	PUNCT
ajis02-1542	71	17	vol	vol	NOUN
ajis02-1542	71	18	21	21	NUM
ajis02-1542	71	19	,	,	PUNCT
ajis02-1542	71	20	selected	select	VERB
ajis02-1542	71	21	papers	paper	NOUN
ajis02-1542	71	22	from	from	ADP
ajis02-1542	71	23	ausdm	ausdm	NOUN
ajis02-1542	71	24	better	well	ADJ
ajis02-1542	71	25	rulesets	ruleset	NOUN
ajis02-1542	71	26	by	by	ADP
ajis02-1542	71	27	removing	remove	VERB
ajis02-1542	71	28	redundancy	redundancy	NOUN
ajis02-1542	71	29	4	4	NUM
ajis02-1542	71	30	a	a	DET
ajis02-1542	71	31	similar	similar	ADJ
ajis02-1542	71	32	concept	concept	NOUN
ajis02-1542	71	33	to	to	ADP
ajis02-1542	71	34	non	non	ADJ
ajis02-1542	71	35	-	-	ADJ
ajis02-1542	71	36	actionable	actionable	ADJ
ajis02-1542	71	37	rules	rule	NOUN
ajis02-1542	71	38	was	be	AUX
ajis02-1542	71	39	proposed	propose	VERB
ajis02-1542	71	40	by	by	ADP
ajis02-1542	71	41	webb	webb	PROPN
ajis02-1542	71	42	in	in	ADP
ajis02-1542	71	43	his	his	PRON
ajis02-1542	71	44	work	work	NOUN
ajis02-1542	71	45	on	on	ADP
ajis02-1542	71	46	self	self	NOUN
ajis02-1542	71	47	-	-	PUNCT
ajis02-1542	71	48	sufficient	sufficient	ADJ
ajis02-1542	71	49	itemsets	itemset	NOUN
ajis02-1542	71	50	(	(	PUNCT
ajis02-1542	71	51	webb	webb	NOUN
ajis02-1542	71	52	2010	2010	NUM
ajis02-1542	71	53	)	)	PUNCT
ajis02-1542	71	54	.	.	PUNCT
ajis02-1542	72	1	this	this	DET
ajis02-1542	72	2	work	work	NOUN
ajis02-1542	72	3	builds	build	VERB
ajis02-1542	72	4	upon	upon	SCONJ
ajis02-1542	72	5	the	the	DET
ajis02-1542	72	6	concept	concept	NOUN
ajis02-1542	72	7	of	of	ADP
ajis02-1542	72	8	an	an	DET
ajis02-1542	72	9	exclusive	exclusive	ADJ
ajis02-1542	72	10	domain	domain	NOUN
ajis02-1542	72	11	for	for	ADP
ajis02-1542	72	12	a	a	DET
ajis02-1542	72	13	given	give	VERB
ajis02-1542	72	14	itemset	itemset	NOUN
ajis02-1542	72	15	.	.	PUNCT
ajis02-1542	73	1	formally	formally	ADV
ajis02-1542	73	2	,	,	PUNCT
ajis02-1542	73	3	given	give	VERB
ajis02-1542	73	4	an	an	DET
ajis02-1542	73	5	itemset	itemset	NOUN
ajis02-1542	73	6	s	s	NOUN
ajis02-1542	73	7	and	and	CCONJ
ajis02-1542	73	8	its	its	PRON
ajis02-1542	73	9	specialisations	specialisation	NOUN
ajis02-1542	73	10	s	s	PART
ajis02-1542	73	11	,	,	PUNCT
ajis02-1542	73	12	the	the	DET
ajis02-1542	73	13	exclusive	exclusive	ADJ
ajis02-1542	73	14	domain	domain	NOUN
ajis02-1542	73	15	of	of	ADP
ajis02-1542	73	16	s	s	PROPN
ajis02-1542	73	17	is	be	AUX
ajis02-1542	73	18	defined	define	VERB
ajis02-1542	73	19	to	to	ADP
ajis02-1542	73	20	the	the	DET
ajis02-1542	73	21	domain	domain	NOUN
ajis02-1542	73	22	of	of	ADP
ajis02-1542	73	23	s	s	PROPN
ajis02-1542	73	24	minus	minus	CCONJ
ajis02-1542	73	25	the	the	DET
ajis02-1542	73	26	union	union	NOUN
ajis02-1542	73	27	of	of	ADP
ajis02-1542	73	28	the	the	DET
ajis02-1542	73	29	domains	domain	NOUN
ajis02-1542	73	30	of	of	ADP
ajis02-1542	73	31	all	all	DET
ajis02-1542	73	32	itemsets	itemset	NOUN
ajis02-1542	73	33	in	in	ADP
ajis02-1542	73	34	s.	s.	PROPN
ajis02-1542	73	35	after	after	ADP
ajis02-1542	73	36	generalising	generalise	VERB
ajis02-1542	73	37	the	the	DET
ajis02-1542	73	38	concepts	concept	NOUN
ajis02-1542	73	39	of	of	ADP
ajis02-1542	73	40	redundancy	redundancy	NOUN
ajis02-1542	73	41	and	and	CCONJ
ajis02-1542	73	42	productivity	productivity	NOUN
ajis02-1542	73	43	(	(	PUNCT
ajis02-1542	73	44	webb	webb	PROPN
ajis02-1542	73	45	2006	2006	NUM
ajis02-1542	73	46	,	,	PUNCT
ajis02-1542	73	47	webb	webb	PROPN
ajis02-1542	73	48	2007	2007	NUM
ajis02-1542	73	49	)	)	PUNCT
ajis02-1542	73	50	for	for	ADP
ajis02-1542	73	51	use	use	NOUN
ajis02-1542	73	52	with	with	ADP
ajis02-1542	73	53	itemsets	itemset	NOUN
ajis02-1542	73	54	,	,	PUNCT
ajis02-1542	73	55	an	an	DET
ajis02-1542	73	56	itemset	itemset	NOUN
ajis02-1542	73	57	is	be	AUX
ajis02-1542	73	58	defined	define	VERB
ajis02-1542	73	59	to	to	PART
ajis02-1542	73	60	be	be	AUX
ajis02-1542	73	61	self	self	NOUN
ajis02-1542	73	62	-	-	PUNCT
ajis02-1542	73	63	sufficient	sufficient	ADJ
ajis02-1542	73	64	if	if	SCONJ
ajis02-1542	73	65	it	it	PRON
ajis02-1542	73	66	is	be	AUX
ajis02-1542	73	67	productive	productive	ADJ
ajis02-1542	73	68	and	and	CCONJ
ajis02-1542	73	69	non	non	ADJ
ajis02-1542	73	70	-	-	ADJ
ajis02-1542	73	71	redundant	redundant	ADJ
ajis02-1542	73	72	both	both	PRON
ajis02-1542	73	73	with	with	ADP
ajis02-1542	73	74	respect	respect	NOUN
ajis02-1542	73	75	to	to	ADP
ajis02-1542	73	76	the	the	DET
ajis02-1542	73	77	entire	entire	ADJ
ajis02-1542	73	78	data	datum	NOUN
ajis02-1542	73	79	and	and	CCONJ
ajis02-1542	73	80	its	its	PRON
ajis02-1542	73	81	exclusive	exclusive	ADJ
ajis02-1542	73	82	domain	domain	NOUN
ajis02-1542	73	83	.	.	PUNCT
ajis02-1542	74	1	in	in	ADP
ajis02-1542	74	2	many	many	ADJ
ajis02-1542	74	3	respects	respect	NOUN
ajis02-1542	74	4	,	,	PUNCT
ajis02-1542	74	5	self	self	NOUN
ajis02-1542	74	6	-	-	PUNCT
ajis02-1542	74	7	sufficient	sufficient	ADJ
ajis02-1542	74	8	itemsets	itemset	NOUN
ajis02-1542	74	9	can	can	AUX
ajis02-1542	74	10	be	be	AUX
ajis02-1542	74	11	considered	consider	VERB
ajis02-1542	74	12	an	an	DET
ajis02-1542	74	13	extension	extension	NOUN
ajis02-1542	74	14	of	of	ADP
ajis02-1542	74	15	non	non	ADJ
ajis02-1542	74	16	-	-	ADJ
ajis02-1542	74	17	actionable	actionable	ADJ
ajis02-1542	74	18	rules	rule	NOUN
ajis02-1542	74	19	for	for	ADP
ajis02-1542	74	20	use	use	NOUN
ajis02-1542	74	21	in	in	ADP
ajis02-1542	74	22	an	an	DET
ajis02-1542	74	23	itemset	itemset	ADJ
ajis02-1542	74	24	context	context	NOUN
ajis02-1542	74	25	.	.	PUNCT
ajis02-1542	75	1	however	however	ADV
ajis02-1542	75	2	,	,	PUNCT
ajis02-1542	75	3	it	it	PRON
ajis02-1542	75	4	is	be	AUX
ajis02-1542	75	5	noteworthy	noteworthy	ADJ
ajis02-1542	75	6	that	that	SCONJ
ajis02-1542	75	7	itemsets	itemset	NOUN
ajis02-1542	75	8	must	must	AUX
ajis02-1542	75	9	also	also	ADV
ajis02-1542	75	10	be	be	AUX
ajis02-1542	75	11	productive	productive	ADJ
ajis02-1542	75	12	and	and	CCONJ
ajis02-1542	75	13	non	non	ADJ
ajis02-1542	75	14	-	-	ADJ
ajis02-1542	75	15	redundant	redundant	ADJ
ajis02-1542	75	16	.	.	PUNCT
ajis02-1542	76	1	this	this	DET
ajis02-1542	76	2	pruning	pruning	NOUN
ajis02-1542	76	3	of	of	ADP
ajis02-1542	76	4	both	both	CCONJ
ajis02-1542	76	5	specialised	specialised	ADJ
ajis02-1542	76	6	and	and	CCONJ
ajis02-1542	76	7	general	general	ADJ
ajis02-1542	76	8	itemsets	itemset	NOUN
ajis02-1542	76	9	is	be	AUX
ajis02-1542	76	10	similar	similar	ADJ
ajis02-1542	76	11	to	to	ADP
ajis02-1542	76	12	our	our	PRON
ajis02-1542	76	13	work	work	NOUN
ajis02-1542	76	14	with	with	ADP
ajis02-1542	76	15	robust	robust	ADJ
ajis02-1542	76	16	redundancy	redundancy	NOUN
ajis02-1542	76	17	described	describe	VERB
ajis02-1542	76	18	in	in	ADP
ajis02-1542	76	19	this	this	DET
ajis02-1542	76	20	paper	paper	NOUN
ajis02-1542	76	21	,	,	PUNCT
ajis02-1542	76	22	although	although	SCONJ
ajis02-1542	76	23	it	it	PRON
ajis02-1542	76	24	is	be	AUX
ajis02-1542	76	25	performed	perform	VERB
ajis02-1542	76	26	in	in	ADP
ajis02-1542	76	27	an	an	DET
ajis02-1542	76	28	itemset	itemset	ADJ
ajis02-1542	76	29	context	context	NOUN
ajis02-1542	76	30	.	.	PUNCT
ajis02-1542	77	1	we	we	PRON
ajis02-1542	77	2	also	also	ADV
ajis02-1542	77	3	examine	examine	VERB
ajis02-1542	77	4	how	how	SCONJ
ajis02-1542	77	5	to	to	PART
ajis02-1542	77	6	avoid	avoid	VERB
ajis02-1542	77	7	pruning	prune	VERB
ajis02-1542	77	8	specialisations	specialisation	NOUN
ajis02-1542	77	9	where	where	SCONJ
ajis02-1542	77	10	redundancy	redundancy	NOUN
ajis02-1542	77	11	is	be	AUX
ajis02-1542	77	12	likely	likely	ADJ
ajis02-1542	77	13	to	to	PART
ajis02-1542	77	14	be	be	AUX
ajis02-1542	77	15	an	an	DET
ajis02-1542	77	16	artefact	artefact	NOUN
ajis02-1542	77	17	of	of	ADP
ajis02-1542	77	18	interactions	interaction	NOUN
ajis02-1542	77	19	between	between	ADP
ajis02-1542	77	20	constituent	constituent	NOUN
ajis02-1542	77	21	attributes	attribute	NOUN
ajis02-1542	77	22	.	.	PUNCT
ajis02-1542	78	1	3	3	NUM
ajis02-1542	78	2	robust	robust	ADJ
ajis02-1542	78	3	redundancy	redundancy	NOUN
ajis02-1542	78	4	a	a	DET
ajis02-1542	78	5	rule	rule	NOUN
ajis02-1542	78	6	is	be	AUX
ajis02-1542	78	7	considered	consider	VERB
ajis02-1542	78	8	redundant	redundant	ADJ
ajis02-1542	78	9	when	when	SCONJ
ajis02-1542	78	10	it	it	PRON
ajis02-1542	78	11	adds	add	VERB
ajis02-1542	78	12	no	no	DET
ajis02-1542	78	13	information	information	NOUN
ajis02-1542	78	14	over	over	ADP
ajis02-1542	78	15	another	another	DET
ajis02-1542	78	16	rule	rule	NOUN
ajis02-1542	78	17	.	.	PUNCT
ajis02-1542	79	1	we	we	PRON
ajis02-1542	79	2	claim	claim	VERB
ajis02-1542	79	3	that	that	SCONJ
ajis02-1542	79	4	classical	classical	ADJ
ajis02-1542	79	5	redundancy	redundancy	NOUN
ajis02-1542	79	6	makes	make	VERB
ajis02-1542	79	7	such	such	DET
ajis02-1542	79	8	a	a	DET
ajis02-1542	79	9	comparison	comparison	NOUN
ajis02-1542	79	10	using	use	VERB
ajis02-1542	79	11	incomplete	incomplete	ADJ
ajis02-1542	79	12	information	information	NOUN
ajis02-1542	79	13	.	.	PUNCT
ajis02-1542	80	1	depending	depend	VERB
ajis02-1542	80	2	on	on	ADP
ajis02-1542	80	3	the	the	DET
ajis02-1542	80	4	interestingness	interestingness	PROPN
ajis02-1542	80	5	measure	measure	NOUN
ajis02-1542	80	6	m	m	PROPN
ajis02-1542	80	7	(	(	PUNCT
ajis02-1542	80	8	·	·	PUNCT
ajis02-1542	80	9	)	)	PUNCT
ajis02-1542	80	10	in	in	ADP
ajis02-1542	80	11	use	use	NOUN
ajis02-1542	80	12	,	,	PUNCT
ajis02-1542	80	13	m(x	m(x	PROPN
ajis02-1542	80	14	⇒	⇒	PROPN
ajis02-1542	80	15	z	z	PROPN
ajis02-1542	80	16	)	)	PUNCT
ajis02-1542	80	17	is	be	AUX
ajis02-1542	80	18	computed	compute	VERB
ajis02-1542	80	19	using	use	VERB
ajis02-1542	80	20	the	the	DET
ajis02-1542	80	21	frequencies	frequency	NOUN
ajis02-1542	81	1	xz	xz	PROPN
ajis02-1542	81	2	,	,	PUNCT
ajis02-1542	81	3	⌐	⌐	PROPN
ajis02-1542	81	4	xz	xz	PROPN
ajis02-1542	81	5	,	,	PUNCT
ajis02-1542	81	6	x	x	X
ajis02-1542	81	7	⌐	⌐	NOUN
ajis02-1542	81	8	z	z	NOUN
ajis02-1542	81	9	,	,	PUNCT
ajis02-1542	81	10	and	and	CCONJ
ajis02-1542	81	11	⌐	⌐	NOUN
ajis02-1542	81	12	x	x	NOUN
ajis02-1542	81	13	⌐	⌐	PROPN
ajis02-1542	81	14	z.	z.	PROPN
ajis02-1542	81	15	note	note	NOUN
ajis02-1542	81	16	that	that	SCONJ
ajis02-1542	81	17	directly	directly	ADV
ajis02-1542	81	18	comparing	compare	VERB
ajis02-1542	81	19	rules	rule	NOUN
ajis02-1542	81	20	m(x	m(x	PROPN
ajis02-1542	81	21	⇒	⇒	PROPN
ajis02-1542	81	22	z	z	PROPN
ajis02-1542	81	23	)	)	PUNCT
ajis02-1542	81	24	and	and	CCONJ
ajis02-1542	81	25	m(xq	m(xq	PROPN
ajis02-1542	81	26	⇒	⇒	PROPN
ajis02-1542	81	27	z	z	PROPN
ajis02-1542	81	28	)	)	PUNCT
ajis02-1542	81	29	does	do	AUX
ajis02-1542	81	30	not	not	PART
ajis02-1542	81	31	consider	consider	VERB
ajis02-1542	81	32	transactions	transaction	NOUN
ajis02-1542	81	33	including	include	VERB
ajis02-1542	81	34	only	only	ADV
ajis02-1542	81	35	part	part	NOUN
ajis02-1542	81	36	of	of	ADP
ajis02-1542	81	37	the	the	DET
ajis02-1542	81	38	rule	rule	NOUN
ajis02-1542	81	39	antecedent	antecedent	NOUN
ajis02-1542	81	40	(	(	PUNCT
ajis02-1542	81	41	i.e.	i.e.	X
ajis02-1542	81	42	frequencies	frequency	NOUN
ajis02-1542	81	43	of	of	ADP
ajis02-1542	81	44	x	x	NOUN
ajis02-1542	81	45	⌐	⌐	PROPN
ajis02-1542	81	46	qz	qz	PROPN
ajis02-1542	81	47	,	,	PUNCT
ajis02-1542	81	48	⌐	⌐	PROPN
ajis02-1542	81	49	xqz	xqz	PROPN
ajis02-1542	81	50	,	,	PUNCT
ajis02-1542	81	51	x	x	NOUN
ajis02-1542	81	52	⌐	⌐	NOUN
ajis02-1542	81	53	q	q	X
ajis02-1542	81	54	⌐	⌐	PROPN
ajis02-1542	81	55	z	z	NOUN
ajis02-1542	81	56	,	,	PUNCT
ajis02-1542	81	57	and	and	CCONJ
ajis02-1542	81	58	⌐	⌐	NOUN
ajis02-1542	81	59	xq	xq	PROPN
ajis02-1542	81	60	⌐	⌐	PROPN
ajis02-1542	81	61	z	z	PROPN
ajis02-1542	81	62	)	)	PUNCT
ajis02-1542	81	63	.	.	PUNCT
ajis02-1542	82	1	association	association	NOUN
ajis02-1542	82	2	rule	rule	NOUN
ajis02-1542	82	3	mining	mining	NOUN
ajis02-1542	82	4	can	can	AUX
ajis02-1542	82	5	be	be	AUX
ajis02-1542	82	6	confounded	confound	VERB
ajis02-1542	82	7	by	by	ADP
ajis02-1542	82	8	noise	noise	NOUN
ajis02-1542	82	9	and	and	CCONJ
ajis02-1542	82	10	complex	complex	ADJ
ajis02-1542	82	11	relationships	relationship	NOUN
ajis02-1542	82	12	between	between	ADP
ajis02-1542	82	13	variables	variable	NOUN
ajis02-1542	82	14	.	.	PUNCT
ajis02-1542	83	1	potential	potential	ADJ
ajis02-1542	83	2	lack	lack	NOUN
ajis02-1542	83	3	of	of	ADP
ajis02-1542	83	4	control	control	NOUN
ajis02-1542	83	5	over	over	ADP
ajis02-1542	83	6	the	the	DET
ajis02-1542	83	7	data	data	NOUN
ajis02-1542	83	8	collection	collection	NOUN
ajis02-1542	83	9	process	process	NOUN
ajis02-1542	83	10	can	can	AUX
ajis02-1542	83	11	further	far	ADV
ajis02-1542	83	12	complicate	complicate	VERB
ajis02-1542	83	13	matters	matter	NOUN
ajis02-1542	83	14	.	.	PUNCT
ajis02-1542	84	1	such	such	ADJ
ajis02-1542	84	2	noise	noise	NOUN
ajis02-1542	84	3	could	could	AUX
ajis02-1542	84	4	artificially	artificially	ADV
ajis02-1542	84	5	raise	raise	VERB
ajis02-1542	84	6	or	or	CCONJ
ajis02-1542	84	7	lower	lower	VERB
ajis02-1542	84	8	the	the	DET
ajis02-1542	84	9	measured	measured	ADJ
ajis02-1542	84	10	interestingness	interestingness	NOUN
ajis02-1542	84	11	value	value	NOUN
ajis02-1542	84	12	of	of	ADP
ajis02-1542	84	13	a	a	DET
ajis02-1542	84	14	rule	rule	NOUN
ajis02-1542	84	15	,	,	PUNCT
ajis02-1542	84	16	which	which	PRON
ajis02-1542	84	17	could	could	AUX
ajis02-1542	84	18	lead	lead	VERB
ajis02-1542	84	19	to	to	ADP
ajis02-1542	84	20	interesting	interesting	ADJ
ajis02-1542	84	21	rules	rule	NOUN
ajis02-1542	84	22	being	be	AUX
ajis02-1542	84	23	incorrectly	incorrectly	ADV
ajis02-1542	84	24	excluded	exclude	VERB
ajis02-1542	84	25	.	.	PUNCT
ajis02-1542	85	1	we	we	PRON
ajis02-1542	85	2	propose	propose	VERB
ajis02-1542	85	3	using	use	VERB
ajis02-1542	85	4	additional	additional	ADJ
ajis02-1542	85	5	information	information	NOUN
ajis02-1542	85	6	in	in	ADP
ajis02-1542	85	7	an	an	DET
ajis02-1542	85	8	attempt	attempt	NOUN
ajis02-1542	85	9	to	to	PART
ajis02-1542	85	10	avoid	avoid	VERB
ajis02-1542	85	11	excluding	exclude	VERB
ajis02-1542	85	12	interesting	interesting	ADJ
ajis02-1542	85	13	rules	rule	NOUN
ajis02-1542	85	14	.	.	PUNCT
ajis02-1542	86	1	we	we	PRON
ajis02-1542	86	2	also	also	ADV
ajis02-1542	86	3	seek	seek	VERB
ajis02-1542	86	4	to	to	PART
ajis02-1542	86	5	identify	identify	VERB
ajis02-1542	86	6	seemingly	seemingly	ADV
ajis02-1542	86	7	interesting	interesting	ADJ
ajis02-1542	86	8	rules	rule	NOUN
ajis02-1542	86	9	that	that	PRON
ajis02-1542	86	10	are	be	AUX
ajis02-1542	86	11	simply	simply	ADV
ajis02-1542	86	12	artefacts	artefact	NOUN
ajis02-1542	86	13	of	of	ADP
ajis02-1542	86	14	groups	group	NOUN
ajis02-1542	86	15	of	of	ADP
ajis02-1542	86	16	their	their	PRON
ajis02-1542	86	17	specialisations	specialisation	NOUN
ajis02-1542	86	18	.	.	PUNCT
ajis02-1542	87	1	we	we	PRON
ajis02-1542	87	2	refer	refer	VERB
ajis02-1542	87	3	to	to	ADP
ajis02-1542	87	4	these	these	DET
ajis02-1542	87	5	approaches	approach	NOUN
ajis02-1542	87	6	as	as	ADP
ajis02-1542	87	7	specialisation	specialisation	NOUN
ajis02-1542	87	8	and	and	CCONJ
ajis02-1542	87	9	generalisation	generalisation	NOUN
ajis02-1542	87	10	redundancy	redundancy	NOUN
ajis02-1542	87	11	respectively	respectively	ADV
ajis02-1542	87	12	.	.	PUNCT
ajis02-1542	88	1	3.1	3.1	NUM
ajis02-1542	88	2	specialisation	specialisation	NOUN
ajis02-1542	88	3	redundancy	redundancy	NOUN
ajis02-1542	88	4	we	we	PRON
ajis02-1542	88	5	propose	propose	VERB
ajis02-1542	88	6	an	an	DET
ajis02-1542	88	7	alternate	alternate	ADJ
ajis02-1542	88	8	approach	approach	NOUN
ajis02-1542	88	9	to	to	ADP
ajis02-1542	88	10	redundancy	redundancy	NOUN
ajis02-1542	88	11	in	in	ADP
ajis02-1542	88	12	definition	definition	NOUN
ajis02-1542	88	13	2	2	NUM
ajis02-1542	88	14	.	.	PUNCT
ajis02-1542	89	1	we	we	PRON
ajis02-1542	89	2	augment	augment	VERB
ajis02-1542	89	3	the	the	DET
ajis02-1542	89	4	classical	classical	ADJ
ajis02-1542	89	5	approach	approach	NOUN
ajis02-1542	89	6	given	give	VERB
ajis02-1542	89	7	in	in	ADP
ajis02-1542	89	8	definition	definition	NOUN
ajis02-1542	89	9	1	1	NUM
ajis02-1542	89	10	by	by	ADP
ajis02-1542	89	11	not	not	PART
ajis02-1542	89	12	eliminating	eliminate	VERB
ajis02-1542	89	13	a	a	DET
ajis02-1542	89	14	rule	rule	NOUN
ajis02-1542	89	15	xq	xq	PROPN
ajis02-1542	89	16	⇒	⇒	PROPN
ajis02-1542	89	17	z	z	PROPN
ajis02-1542	89	18	if	if	SCONJ
ajis02-1542	89	19	the	the	DET
ajis02-1542	89	20	partial	partial	ADJ
ajis02-1542	89	21	frequencies	frequency	NOUN
ajis02-1542	89	22	can	can	AUX
ajis02-1542	89	23	be	be	AUX
ajis02-1542	89	24	used	use	VERB
ajis02-1542	89	25	to	to	PART
ajis02-1542	89	26	demonstrate	demonstrate	VERB
ajis02-1542	89	27	the	the	DET
ajis02-1542	89	28	attributes	attribute	NOUN
ajis02-1542	89	29	in	in	ADP
ajis02-1542	89	30	q	q	NOUN
ajis02-1542	89	31	add	add	NOUN
ajis02-1542	89	32	value	value	NOUN
ajis02-1542	89	33	.	.	PUNCT
ajis02-1542	90	1	this	this	PRON
ajis02-1542	90	2	is	be	AUX
ajis02-1542	90	3	accomplished	accomplish	VERB
ajis02-1542	90	4	by	by	ADP
ajis02-1542	90	5	computing	compute	VERB
ajis02-1542	90	6	the	the	DET
ajis02-1542	90	7	strength	strength	NOUN
ajis02-1542	90	8	of	of	ADP
ajis02-1542	90	9	the	the	DET
ajis02-1542	90	10	association	association	NOUN
ajis02-1542	90	11	between	between	ADP
ajis02-1542	90	12	x	x	PROPN
ajis02-1542	90	13	and	and	CCONJ
ajis02-1542	90	14	z	z	NOUN
ajis02-1542	90	15	conditioned	condition	VERB
ajis02-1542	90	16	on	on	ADP
ajis02-1542	90	17	q	q	NOUN
ajis02-1542	90	18	,	,	PUNCT
ajis02-1542	90	19	and	and	CCONJ
ajis02-1542	90	20	comparing	compare	VERB
ajis02-1542	90	21	it	it	PRON
ajis02-1542	90	22	against	against	ADP
ajis02-1542	90	23	the	the	DET
ajis02-1542	90	24	strength	strength	NOUN
ajis02-1542	90	25	of	of	ADP
ajis02-1542	90	26	the	the	DET
ajis02-1542	90	27	marginal	marginal	ADJ
ajis02-1542	90	28	association	association	NOUN
ajis02-1542	90	29	.	.	PUNCT
ajis02-1542	91	1	if	if	SCONJ
ajis02-1542	91	2	the	the	DET
ajis02-1542	91	3	conditional	conditional	ADJ
ajis02-1542	91	4	association	association	NOUN
ajis02-1542	91	5	between	between	ADP
ajis02-1542	91	6	x	x	PROPN
ajis02-1542	91	7	and	and	CCONJ
ajis02-1542	91	8	z	z	PROPN
ajis02-1542	91	9	improves	improve	VERB
ajis02-1542	91	10	over	over	ADP
ajis02-1542	91	11	the	the	DET
ajis02-1542	91	12	strength	strength	NOUN
ajis02-1542	91	13	of	of	ADP
ajis02-1542	91	14	the	the	DET
ajis02-1542	91	15	previous	previous	ADJ
ajis02-1542	91	16	association	association	NOUN
ajis02-1542	91	17	,	,	PUNCT
ajis02-1542	91	18	we	we	PRON
ajis02-1542	91	19	obtain	obtain	VERB
ajis02-1542	91	20	evidence	evidence	NOUN
ajis02-1542	91	21	that	that	SCONJ
ajis02-1542	91	22	the	the	DET
ajis02-1542	91	23	addition	addition	NOUN
ajis02-1542	91	24	of	of	ADP
ajis02-1542	91	25	q	q	NOUN
ajis02-1542	91	26	adds	add	VERB
ajis02-1542	91	27	value	value	NOUN
ajis02-1542	91	28	to	to	ADP
ajis02-1542	91	29	the	the	DET
ajis02-1542	91	30	existing	exist	VERB
ajis02-1542	91	31	rule	rule	NOUN
ajis02-1542	91	32	.	.	PUNCT
ajis02-1542	92	1	definition	definition	NOUN
ajis02-1542	92	2	2	2	NUM
ajis02-1542	92	3	:	:	PUNCT
ajis02-1542	92	4	specialisation	specialisation	NOUN
ajis02-1542	92	5	redundancy	redundancy	NOUN
ajis02-1542	92	6	consider	consider	VERB
ajis02-1542	92	7	two	two	NUM
ajis02-1542	92	8	rules	rule	NOUN
ajis02-1542	92	9	x	x	X
ajis02-1542	92	10	⇒	⇒	PROPN
ajis02-1542	92	11	z	z	PROPN
ajis02-1542	92	12	and	and	CCONJ
ajis02-1542	92	13	xq	xq	PROPN
ajis02-1542	92	14	⇒	⇒	PROPN
ajis02-1542	92	15	z	z	PROPN
ajis02-1542	92	16	where	where	SCONJ
ajis02-1542	92	17	x	x	PUNCT
ajis02-1542	92	18	and	and	CCONJ
ajis02-1542	92	19	q	q	PROPN
ajis02-1542	92	20	are	be	AUX
ajis02-1542	92	21	disjoint	disjoint	NOUN
ajis02-1542	92	22	sets	set	NOUN
ajis02-1542	92	23	of	of	ADP
ajis02-1542	92	24	attributes	attribute	NOUN
ajis02-1542	92	25	,	,	PUNCT
ajis02-1542	92	26	and	and	CCONJ
ajis02-1542	92	27	z	z	NOUN
ajis02-1542	92	28	is	be	AUX
ajis02-1542	92	29	a	a	DET
ajis02-1542	92	30	single	single	ADJ
ajis02-1542	92	31	attribute	attribute	NOUN
ajis02-1542	92	32	.	.	PUNCT
ajis02-1542	93	1	let	let	AUX
ajis02-1542	93	2	m	m	PRON
ajis02-1542	93	3	(	(	PUNCT
ajis02-1542	93	4	·	·	PUNCT
ajis02-1542	93	5	)	)	PUNCT
ajis02-1542	93	6	be	be	AUX
ajis02-1542	93	7	an	an	DET
ajis02-1542	93	8	increasing	increase	VERB
ajis02-1542	93	9	measure	measure	NOUN
ajis02-1542	93	10	of	of	ADP
ajis02-1542	93	11	rule	rule	NOUN
ajis02-1542	93	12	interestingness	interestingness	NOUN
ajis02-1542	93	13	.	.	PUNCT
ajis02-1542	94	1	rule	rule	NOUN
ajis02-1542	94	2	xq	xq	PROPN
ajis02-1542	94	3	⇒	⇒	PROPN
ajis02-1542	94	4	z	z	PROPN
ajis02-1542	94	5	is	be	AUX
ajis02-1542	94	6	specialisation	specialisation	NOUN
ajis02-1542	94	7	redundant	redundant	ADJ
ajis02-1542	94	8	with	with	ADP
ajis02-1542	94	9	respect	respect	NOUN
ajis02-1542	94	10	to	to	PART
ajis02-1542	94	11	rule	rule	VERB
ajis02-1542	94	12	x	x	X
ajis02-1542	94	13	⇒	⇒	PROPN
ajis02-1542	94	14	z	z	NOUN
ajis02-1542	95	1	if	if	SCONJ
ajis02-1542	95	2	m(xq	m(xq	PROPN
ajis02-1542	95	3	⇒	⇒	NOUN
ajis02-1542	95	4	z	z	PROPN
ajis02-1542	95	5	)	)	PUNCT
ajis02-1542	95	6	≤	≤	NOUN
ajis02-1542	95	7	m(x	m(x	PROPN
ajis02-1542	95	8	⇒	⇒	VERB
ajis02-1542	95	9	z	z	PROPN
ajis02-1542	95	10	)	)	PUNCT
ajis02-1542	95	11	,	,	PUNCT
ajis02-1542	95	12	and	and	CCONJ
ajis02-1542	95	13	m(x	m(x	PROPN
ajis02-1542	95	14	⇒	⇒	VERB
ajis02-1542	95	15	z	z	PROPN
ajis02-1542	96	1	|	|	ADV
ajis02-1542	96	2	q	q	NOUN
ajis02-1542	96	3	)	)	PUNCT
ajis02-1542	96	4	≤	≤	NOUN
ajis02-1542	97	1	m(x	m(x	PROPN
ajis02-1542	97	2	⇒	⇒	VERB
ajis02-1542	97	3	z	z	PROPN
ajis02-1542	97	4	)	)	PUNCT
ajis02-1542	97	5	.	.	PUNCT
ajis02-1542	98	1	computing	compute	VERB
ajis02-1542	98	2	the	the	DET
ajis02-1542	98	3	conditional	conditional	ADJ
ajis02-1542	98	4	association	association	NOUN
ajis02-1542	98	5	requires	require	VERB
ajis02-1542	98	6	frequencies	frequency	NOUN
ajis02-1542	98	7	for	for	ADP
ajis02-1542	98	8	⌐	⌐	NOUN
ajis02-1542	98	9	xqz	xqz	NOUN
ajis02-1542	98	10	and	and	CCONJ
ajis02-1542	98	11	⌐	⌐	NOUN
ajis02-1542	98	12	xq	xq	PROPN
ajis02-1542	98	13	⌐	⌐	PROPN
ajis02-1542	98	14	z	z	PROPN
ajis02-1542	98	15	(	(	PUNCT
ajis02-1542	98	16	in	in	ADP
ajis02-1542	98	17	addition	addition	NOUN
ajis02-1542	98	18	to	to	ADP
ajis02-1542	98	19	the	the	DET
ajis02-1542	98	20	frequencies	frequency	NOUN
ajis02-1542	98	21	xqz	xqz	VERB
ajis02-1542	98	22	and	and	CCONJ
ajis02-1542	98	23	xq	xq	PROPN
ajis02-1542	98	24	⌐	⌐	PROPN
ajis02-1542	98	25	z	z	PROPN
ajis02-1542	98	26	)	)	PUNCT
ajis02-1542	98	27	.	.	PUNCT
ajis02-1542	99	1	we	we	PRON
ajis02-1542	99	2	do	do	AUX
ajis02-1542	99	3	not	not	PART
ajis02-1542	99	4	consider	consider	VERB
ajis02-1542	99	5	the	the	DET
ajis02-1542	99	6	association	association	NOUN
ajis02-1542	99	7	between	between	ADP
ajis02-1542	99	8	x	x	PROPN
ajis02-1542	99	9	and	and	CCONJ
ajis02-1542	99	10	z	z	NOUN
ajis02-1542	99	11	conditioned	condition	VERB
ajis02-1542	99	12	on	on	ADP
ajis02-1542	99	13	⌐	⌐	NOUN
ajis02-1542	99	14	q	q	NOUN
ajis02-1542	99	15	,	,	PUNCT
ajis02-1542	99	16	as	as	SCONJ
ajis02-1542	99	17	the	the	DET
ajis02-1542	99	18	rule	rule	NOUN
ajis02-1542	99	19	we	we	PRON
ajis02-1542	99	20	are	be	AUX
ajis02-1542	99	21	seeking	seek	VERB
ajis02-1542	99	22	to	to	PART
ajis02-1542	99	23	obtain	obtain	VERB
ajis02-1542	99	24	evidence	evidence	NOUN
ajis02-1542	99	25	for	for	ADP
ajis02-1542	99	26	is	be	AUX
ajis02-1542	99	27	xq	xq	PROPN
ajis02-1542	99	28	⇒	⇒	PROPN
ajis02-1542	99	29	z	z	PROPN
ajis02-1542	99	30	,	,	PUNCT
ajis02-1542	99	31	which	which	PRON
ajis02-1542	99	32	contains	contain	VERB
ajis02-1542	99	33	q.	q.	PROPN
ajis02-1542	99	34	3.1.1	3.1.1	NUM
ajis02-1542	99	35	example	example	NOUN
ajis02-1542	99	36	consider	consider	VERB
ajis02-1542	99	37	hypothetical	hypothetical	ADJ
ajis02-1542	99	38	data	datum	NOUN
ajis02-1542	99	39	sampling	sample	VERB
ajis02-1542	99	40	3	3	NUM
ajis02-1542	99	41	binary	binary	ADJ
ajis02-1542	99	42	variables	variable	NOUN
ajis02-1542	99	43	x	x	NOUN
ajis02-1542	99	44	,	,	PUNCT
ajis02-1542	99	45	y	y	PROPN
ajis02-1542	99	46	,	,	PUNCT
ajis02-1542	99	47	and	and	CCONJ
ajis02-1542	99	48	z.	z.	PROPN
ajis02-1542	99	49	assume	assume	VERB
ajis02-1542	99	50	1000	1000	NUM
ajis02-1542	99	51	data	data	NOUN
ajis02-1542	99	52	points	point	NOUN
ajis02-1542	99	53	with	with	ADP
ajis02-1542	99	54	the	the	DET
ajis02-1542	99	55	probabilities	probability	NOUN
ajis02-1542	99	56	expressed	express	VERB
ajis02-1542	99	57	in	in	ADP
ajis02-1542	99	58	table	table	NOUN
ajis02-1542	99	59	2a	2a	NUM
ajis02-1542	99	60	.	.	PUNCT
ajis02-1542	100	1	from	from	ADP
ajis02-1542	100	2	these	these	DET
ajis02-1542	100	3	probabilities	probability	NOUN
ajis02-1542	100	4	,	,	PUNCT
ajis02-1542	100	5	observe	observe	VERB
ajis02-1542	100	6	that	that	SCONJ
ajis02-1542	100	7	a	a	DET
ajis02-1542	100	8	strong	strong	ADJ
ajis02-1542	100	9	australasian	australasian	ADJ
ajis02-1542	100	10	journal	journal	NOUN
ajis02-1542	100	11	of	of	ADP
ajis02-1542	100	12	information	information	NOUN
ajis02-1542	100	13	systems	system	NOUN
ajis02-1542	100	14	petersen	petersen	PROPN
ajis02-1542	100	15	,	,	PUNCT
ajis02-1542	100	16	poon	poon	NOUN
ajis02-1542	100	17	j	j	PROPN
ajis02-1542	100	18	,	,	PUNCT
ajis02-1542	100	19	poon	poon	NOUN
ajis02-1542	100	20	s	s	PROPN
ajis02-1542	100	21	&	&	CCONJ
ajis02-1542	100	22	loy	loy	PROPN
ajis02-1542	100	23	2017	2017	NUM
ajis02-1542	100	24	,	,	PUNCT
ajis02-1542	100	25	vol	vol	NOUN
ajis02-1542	100	26	21	21	NUM
ajis02-1542	100	27	,	,	PUNCT
ajis02-1542	100	28	selected	select	VERB
ajis02-1542	100	29	papers	paper	NOUN
ajis02-1542	100	30	from	from	ADP
ajis02-1542	100	31	ausdm	ausdm	NOUN
ajis02-1542	100	32	better	well	ADJ
ajis02-1542	100	33	rulesets	ruleset	NOUN
ajis02-1542	100	34	by	by	ADP
ajis02-1542	100	35	removing	remove	VERB
ajis02-1542	100	36	redundancy	redundancy	NOUN
ajis02-1542	100	37	5	5	NUM
ajis02-1542	100	38	dependency	dependency	NOUN
ajis02-1542	100	39	exists	exist	VERB
ajis02-1542	100	40	between	between	ADP
ajis02-1542	100	41	z	z	NOUN
ajis02-1542	100	42	and	and	CCONJ
ajis02-1542	100	43	the	the	DET
ajis02-1542	100	44	itemset	itemset	NOUN
ajis02-1542	101	1	xy	xy	PRON
ajis02-1542	101	2	.	.	PUNCT
ajis02-1542	102	1	we	we	PRON
ajis02-1542	102	2	now	now	ADV
ajis02-1542	102	3	examine	examine	VERB
ajis02-1542	102	4	the	the	DET
ajis02-1542	102	5	rules	rule	NOUN
ajis02-1542	102	6	x	x	SYM
ajis02-1542	102	7	⇒	⇒	PROPN
ajis02-1542	102	8	z	z	PROPN
ajis02-1542	102	9	,	,	PUNCT
ajis02-1542	102	10	y	y	PROPN
ajis02-1542	102	11	⇒	⇒	PROPN
ajis02-1542	102	12	z	z	NOUN
ajis02-1542	102	13	,	,	PUNCT
ajis02-1542	102	14	and	and	CCONJ
ajis02-1542	102	15	xy	xy	PROPN
ajis02-1542	102	16	⇒	⇒	PROPN
ajis02-1542	102	17	z	z	PROPN
ajis02-1542	102	18	as	as	SCONJ
ajis02-1542	102	19	we	we	PRON
ajis02-1542	102	20	vary	vary	VERB
ajis02-1542	102	21	the	the	DET
ajis02-1542	102	22	joint	joint	ADJ
ajis02-1542	102	23	probability	probability	NOUN
ajis02-1542	102	24	of	of	ADP
ajis02-1542	102	25	variables	variable	NOUN
ajis02-1542	102	26	x	x	PUNCT
ajis02-1542	102	27	and	and	CCONJ
ajis02-1542	102	28	y.	y.	NOUN
ajis02-1542	102	29	figure	figure	NOUN
ajis02-1542	102	30	1	1	NUM
ajis02-1542	102	31	:	:	PUNCT
ajis02-1542	102	32	ln(p	ln(p	NUM
ajis02-1542	102	33	-	-	PUNCT
ajis02-1542	102	34	values	value	NOUN
ajis02-1542	102	35	)	)	PUNCT
ajis02-1542	102	36	for	for	ADP
ajis02-1542	102	37	rules	rule	NOUN
ajis02-1542	102	38	x	x	SYM
ajis02-1542	102	39	⇒	⇒	PROPN
ajis02-1542	102	40	z	z	PROPN
ajis02-1542	102	41	,	,	PUNCT
ajis02-1542	102	42	y	y	PROPN
ajis02-1542	102	43	⇒	⇒	PROPN
ajis02-1542	102	44	z	z	NOUN
ajis02-1542	102	45	,	,	PUNCT
ajis02-1542	102	46	and	and	CCONJ
ajis02-1542	102	47	xy	xy	PROPN
ajis02-1542	102	48	⇒	⇒	PROPN
ajis02-1542	102	49	z	z	PROPN
ajis02-1542	102	50	versus	versus	ADP
ajis02-1542	102	51	conditional	conditional	ADJ
ajis02-1542	102	52	probability	probability	NOUN
ajis02-1542	102	53	of	of	ADP
ajis02-1542	102	54	x	x	PUNCT
ajis02-1542	102	55	and	and	CCONJ
ajis02-1542	102	56	y.	y.	NOUN
ajis02-1542	102	57	figure	figure	NOUN
ajis02-1542	102	58	1	1	NUM
ajis02-1542	102	59	plots	plot	NOUN
ajis02-1542	102	60	rule	rule	NOUN
ajis02-1542	102	61	quality	quality	NOUN
ajis02-1542	102	62	against	against	ADP
ajis02-1542	102	63	the	the	DET
ajis02-1542	102	64	conditional	conditional	ADJ
ajis02-1542	102	65	probability	probability	NOUN
ajis02-1542	102	66	of	of	ADP
ajis02-1542	102	67	x	x	PUNCT
ajis02-1542	102	68	given	give	VERB
ajis02-1542	102	69	y.	y.	NOUN
ajis02-1542	102	70	for	for	ADP
ajis02-1542	102	71	larger	large	ADJ
ajis02-1542	102	72	conditional	conditional	ADJ
ajis02-1542	102	73	probabilities	probability	NOUN
ajis02-1542	102	74	we	we	PRON
ajis02-1542	102	75	can	can	AUX
ajis02-1542	102	76	observe	observe	VERB
ajis02-1542	102	77	that	that	SCONJ
ajis02-1542	102	78	the	the	DET
ajis02-1542	102	79	quality	quality	NOUN
ajis02-1542	102	80	of	of	ADP
ajis02-1542	102	81	the	the	DET
ajis02-1542	102	82	rule	rule	NOUN
ajis02-1542	102	83	xy	xy	PROPN
ajis02-1542	102	84	⇒	⇒	PROPN
ajis02-1542	102	85	z	z	PROPN
ajis02-1542	102	86	is	be	AUX
ajis02-1542	102	87	superior	superior	ADJ
ajis02-1542	102	88	to	to	ADP
ajis02-1542	102	89	that	that	PRON
ajis02-1542	102	90	of	of	ADP
ajis02-1542	102	91	rule	rule	NOUN
ajis02-1542	102	92	x	x	VERB
ajis02-1542	102	93	⇒	⇒	PROPN
ajis02-1542	102	94	z.	z.	PROPN
ajis02-1542	102	95	as	as	SCONJ
ajis02-1542	102	96	the	the	DET
ajis02-1542	102	97	overlap	overlap	NOUN
ajis02-1542	102	98	between	between	ADP
ajis02-1542	102	99	data	datum	NOUN
ajis02-1542	102	100	containing	contain	VERB
ajis02-1542	102	101	x	x	PUNCT
ajis02-1542	102	102	and	and	CCONJ
ajis02-1542	102	103	data	datum	NOUN
ajis02-1542	102	104	containing	contain	VERB
ajis02-1542	102	105	y	y	PROPN
ajis02-1542	102	106	decreases	decrease	VERB
ajis02-1542	102	107	,	,	PUNCT
ajis02-1542	102	108	the	the	DET
ajis02-1542	102	109	quality	quality	NOUN
ajis02-1542	102	110	of	of	ADP
ajis02-1542	102	111	the	the	DET
ajis02-1542	102	112	more	more	ADV
ajis02-1542	102	113	general	general	ADJ
ajis02-1542	102	114	rule	rule	NOUN
ajis02-1542	102	115	x	x	VERB
ajis02-1542	102	116	⇒	⇒	PROPN
ajis02-1542	102	117	z	z	PROPN
ajis02-1542	102	118	surpasses	surpass	VERB
ajis02-1542	102	119	its	its	PRON
ajis02-1542	102	120	specialisation	specialisation	NOUN
ajis02-1542	102	121	.	.	PUNCT
ajis02-1542	103	1	consequently	consequently	ADV
ajis02-1542	103	2	the	the	DET
ajis02-1542	103	3	rule	rule	NOUN
ajis02-1542	103	4	xy	xy	PROPN
ajis02-1542	103	5	⇒	⇒	PROPN
ajis02-1542	103	6	z	z	VERB
ajis02-1542	103	7	is	be	AUX
ajis02-1542	103	8	removed	remove	VERB
ajis02-1542	103	9	as	as	ADP
ajis02-1542	103	10	redundant	redundant	ADJ
ajis02-1542	103	11	,	,	PUNCT
ajis02-1542	103	12	obscuring	obscure	VERB
ajis02-1542	103	13	the	the	DET
ajis02-1542	103	14	true	true	ADJ
ajis02-1542	103	15	underlying	underlie	VERB
ajis02-1542	103	16	structure	structure	NOUN
ajis02-1542	103	17	of	of	ADP
ajis02-1542	103	18	the	the	DET
ajis02-1542	103	19	data	datum	NOUN
ajis02-1542	103	20	.	.	PUNCT
ajis02-1542	104	1	(	(	PUNCT
ajis02-1542	104	2	a	a	X
ajis02-1542	104	3	)	)	PUNCT
ajis02-1542	104	4	(	(	PUNCT
ajis02-1542	104	5	b	b	X
ajis02-1542	104	6	)	)	PUNCT
ajis02-1542	104	7	p(x	p(x	PROPN
ajis02-1542	104	8	)	)	PUNCT
ajis02-1542	104	9	0.3	0.3	NUM
ajis02-1542	104	10	(	(	PUNCT
ajis02-1542	104	11	x	x	NOUN
ajis02-1542	104	12	)	)	PUNCT
ajis02-1542	104	13	0.5	0.5	NUM
ajis02-1542	104	14	p(y	p(y	NOUN
ajis02-1542	104	15	)	)	PUNCT
ajis02-1542	104	16	0.3	0.3	NUM
ajis02-1542	104	17	p(y	p(y	NOUN
ajis02-1542	104	18	)	)	PUNCT
ajis02-1542	104	19	0.5	0.5	NUM
ajis02-1542	104	20	p(z|x	p(z|x	PROPN
ajis02-1542	104	21	,	,	PUNCT
ajis02-1542	104	22	y	y	PROPN
ajis02-1542	104	23	)	)	PUNCT
ajis02-1542	104	24	0.8	0.8	NUM
ajis02-1542	104	25	p(z|x	p(z|x	PROPN
ajis02-1542	104	26	,	,	PUNCT
ajis02-1542	104	27	y	y	NOUN
ajis02-1542	104	28	)	)	PUNCT
ajis02-1542	104	29	0.5	0.5	NUM
ajis02-1542	105	1	p(z|x,	p(z|x,	PROPN
ajis02-1542	105	2	⌐	⌐	NOUN
ajis02-1542	105	3	y	y	NOUN
ajis02-1542	105	4	)	)	PUNCT
ajis02-1542	105	5	0.4	0.4	NUM
ajis02-1542	105	6	p(z|x,	p(z|x,	PROPN
ajis02-1542	105	7	⌐	⌐	PROPN
ajis02-1542	105	8	y	y	NOUN
ajis02-1542	105	9	)	)	PUNCT
ajis02-1542	105	10	0.1	0.1	NUM
ajis02-1542	105	11	p(z|	p(z|	NOUN
ajis02-1542	105	12	⌐	⌐	NOUN
ajis02-1542	105	13	x	x	NOUN
ajis02-1542	105	14	,	,	PUNCT
ajis02-1542	105	15	y	y	PROPN
ajis02-1542	105	16	)	)	PUNCT
ajis02-1542	105	17	0.4	0.4	NUM
ajis02-1542	105	18	p(z|	p(z|	PROPN
ajis02-1542	105	19	⌐	⌐	NOUN
ajis02-1542	105	20	x	x	NOUN
ajis02-1542	105	21	,	,	PUNCT
ajis02-1542	105	22	y	y	PROPN
ajis02-1542	105	23	)	)	PUNCT
ajis02-1542	105	24	0.1	0.1	NUM
ajis02-1542	105	25	p(z|	p(z|	NOUN
ajis02-1542	105	26	⌐	⌐	NOUN
ajis02-1542	105	27	x,	x,	PROPN
ajis02-1542	105	28	⌐	⌐	PROPN
ajis02-1542	105	29	y	y	NOUN
ajis02-1542	105	30	)	)	PUNCT
ajis02-1542	105	31	0.6	0.6	NUM
ajis02-1542	105	32	p(z|	p(z|	NOUN
ajis02-1542	105	33	⌐	⌐	NOUN
ajis02-1542	105	34	x,	x,	PROPN
ajis02-1542	105	35	⌐	⌐	PROPN
ajis02-1542	105	36	y	y	NOUN
ajis02-1542	105	37	)	)	PUNCT
ajis02-1542	105	38	0.1	0.1	NUM
ajis02-1542	105	39	table	table	NOUN
ajis02-1542	105	40	2	2	NUM
ajis02-1542	105	41	:	:	PUNCT
ajis02-1542	105	42	marginal	marginal	ADJ
ajis02-1542	105	43	and	and	CCONJ
ajis02-1542	105	44	conditional	conditional	ADJ
ajis02-1542	105	45	probabilities	probability	NOUN
ajis02-1542	105	46	for	for	ADP
ajis02-1542	105	47	several	several	ADJ
ajis02-1542	105	48	combinations	combination	NOUN
ajis02-1542	105	49	of	of	ADP
ajis02-1542	105	50	variables	variable	NOUN
ajis02-1542	105	51	used	use	VERB
ajis02-1542	105	52	in	in	ADP
ajis02-1542	105	53	the	the	DET
ajis02-1542	105	54	motivating	motivating	NOUN
ajis02-1542	105	55	examples	example	NOUN
ajis02-1542	105	56	for	for	ADP
ajis02-1542	105	57	robust	robust	ADJ
ajis02-1542	105	58	redundancy	redundancy	NOUN
ajis02-1542	105	59	.	.	PUNCT
ajis02-1542	106	1	holding	hold	VERB
ajis02-1542	106	2	the	the	DET
ajis02-1542	106	3	marginal	marginal	ADJ
ajis02-1542	106	4	probabilities	probability	NOUN
ajis02-1542	106	5	constant	constant	ADJ
ajis02-1542	106	6	,	,	PUNCT
ajis02-1542	106	7	the	the	DET
ajis02-1542	106	8	frequencies	frequency	NOUN
ajis02-1542	106	9	of	of	ADP
ajis02-1542	106	10	both	both	PRON
ajis02-1542	106	11	x	x	SYM
ajis02-1542	106	12	and	and	CCONJ
ajis02-1542	106	13	y	y	PROPN
ajis02-1542	106	14	decrease	decrease	NOUN
ajis02-1542	106	15	along	along	ADP
ajis02-1542	106	16	with	with	ADP
ajis02-1542	106	17	the	the	DET
ajis02-1542	106	18	conditional	conditional	ADJ
ajis02-1542	106	19	probability	probability	NOUN
ajis02-1542	106	20	of	of	ADP
ajis02-1542	106	21	x	x	PUNCT
ajis02-1542	106	22	given	give	VERB
ajis02-1542	106	23	y.	y.	NOUN
ajis02-1542	106	24	in	in	ADP
ajis02-1542	106	25	order	order	NOUN
ajis02-1542	106	26	to	to	PART
ajis02-1542	106	27	support	support	VERB
ajis02-1542	106	28	the	the	DET
ajis02-1542	106	29	rule	rule	NOUN
ajis02-1542	106	30	xy	xy	PROPN
ajis02-1542	106	31	⇒	⇒	PROPN
ajis02-1542	106	32	z	z	PROPN
ajis02-1542	106	33	,	,	PUNCT
ajis02-1542	106	34	we	we	PRON
ajis02-1542	106	35	require	require	VERB
ajis02-1542	106	36	data	datum	NOUN
ajis02-1542	106	37	containing	contain	VERB
ajis02-1542	106	38	both	both	PRON
ajis02-1542	106	39	(	(	PUNCT
ajis02-1542	106	40	or	or	CCONJ
ajis02-1542	106	41	neither	neither	PRON
ajis02-1542	106	42	)	)	PUNCT
ajis02-1542	106	43	xy	xy	PROPN
ajis02-1542	106	44	and	and	CCONJ
ajis02-1542	106	45	z.	z.	PROPN
ajis02-1542	106	46	hence	hence	ADV
ajis02-1542	106	47	,	,	PUNCT
ajis02-1542	106	48	as	as	SCONJ
ajis02-1542	106	49	the	the	DET
ajis02-1542	106	50	number	number	NOUN
ajis02-1542	106	51	of	of	ADP
ajis02-1542	106	52	data	datum	NOUN
ajis02-1542	106	53	with	with	ADP
ajis02-1542	106	54	xy	xy	PROPN
ajis02-1542	106	55	and	and	CCONJ
ajis02-1542	106	56	z	z	NOUN
ajis02-1542	106	57	decreases	decrease	VERB
ajis02-1542	106	58	,	,	PUNCT
ajis02-1542	106	59	so	so	ADV
ajis02-1542	106	60	too	too	ADV
ajis02-1542	106	61	does	do	AUX
ajis02-1542	106	62	the	the	DET
ajis02-1542	106	63	evidence	evidence	NOUN
ajis02-1542	106	64	available	available	ADJ
ajis02-1542	106	65	to	to	PART
ajis02-1542	106	66	evaluate	evaluate	VERB
ajis02-1542	106	67	it	it	PRON
ajis02-1542	106	68	.	.	PUNCT
ajis02-1542	107	1	that	that	SCONJ
ajis02-1542	107	2	the	the	DET
ajis02-1542	107	3	general	general	ADJ
ajis02-1542	107	4	rule	rule	NOUN
ajis02-1542	107	5	x	x	VERB
ajis02-1542	107	6	⇒	⇒	PROPN
ajis02-1542	107	7	z	z	PROPN
ajis02-1542	107	8	surpasses	surpass	VERB
ajis02-1542	107	9	the	the	DET
ajis02-1542	107	10	true	true	ADJ
ajis02-1542	107	11	rule	rule	NOUN
ajis02-1542	107	12	xy	xy	PROPN
ajis02-1542	107	13	⇒	⇒	PROPN
ajis02-1542	107	14	z	z	PROPN
ajis02-1542	107	15	in	in	ADP
ajis02-1542	107	16	quality	quality	NOUN
ajis02-1542	107	17	as	as	ADP
ajis02-1542	107	18	the	the	DET
ajis02-1542	107	19	conditional	conditional	ADJ
ajis02-1542	107	20	probability	probability	NOUN
ajis02-1542	107	21	decreases	decrease	NOUN
ajis02-1542	107	22	is	be	AUX
ajis02-1542	107	23	a	a	DET
ajis02-1542	107	24	reflection	reflection	NOUN
ajis02-1542	107	25	of	of	ADP
ajis02-1542	107	26	this	this	PRON
ajis02-1542	107	27	.	.	PUNCT
ajis02-1542	108	1	by	by	ADP
ajis02-1542	108	2	comparing	compare	VERB
ajis02-1542	108	3	rules	rule	NOUN
ajis02-1542	108	4	x	x	SYM
ajis02-1542	108	5	⇒	⇒	PROPN
ajis02-1542	108	6	z	z	PROPN
ajis02-1542	108	7	and	and	CCONJ
ajis02-1542	108	8	xy	xy	PROPN
ajis02-1542	108	9	⇒	⇒	NOUN
ajis02-1542	108	10	z	z	VERB
ajis02-1542	108	11	using	use	VERB
ajis02-1542	108	12	robust	robust	ADJ
ajis02-1542	108	13	redundancy	redundancy	NOUN
ajis02-1542	108	14	(	(	PUNCT
ajis02-1542	108	15	i.e.	i.e.	X
ajis02-1542	108	16	including	include	VERB
ajis02-1542	108	17	the	the	DET
ajis02-1542	108	18	conditional	conditional	ADJ
ajis02-1542	108	19	dependencies	dependency	NOUN
ajis02-1542	108	20	)	)	PUNCT
ajis02-1542	108	21	we	we	PRON
ajis02-1542	108	22	make	make	VERB
ajis02-1542	108	23	more	more	ADV
ajis02-1542	108	24	effective	effective	ADJ
ajis02-1542	108	25	use	use	NOUN
ajis02-1542	108	26	of	of	ADP
ajis02-1542	108	27	available	available	ADJ
ajis02-1542	108	28	data	datum	NOUN
ajis02-1542	108	29	to	to	PART
ajis02-1542	108	30	evaluate	evaluate	VERB
ajis02-1542	108	31	the	the	DET
ajis02-1542	108	32	rules	rule	NOUN
ajis02-1542	108	33	.	.	PUNCT
ajis02-1542	109	1	in	in	ADP
ajis02-1542	109	2	the	the	DET
ajis02-1542	109	3	example	example	NOUN
ajis02-1542	109	4	given	give	VERB
ajis02-1542	109	5	in	in	ADP
ajis02-1542	109	6	figure	figure	NOUN
ajis02-1542	109	7	1	1	NUM
ajis02-1542	109	8	,	,	PUNCT
ajis02-1542	109	9	rule	rule	VERB
ajis02-1542	109	10	xy	xy	PROPN
ajis02-1542	109	11	⇒	⇒	PROPN
ajis02-1542	109	12	z	z	PROPN
ajis02-1542	109	13	is	be	AUX
ajis02-1542	109	14	retained	retain	VERB
ajis02-1542	109	15	as	as	ADP
ajis02-1542	109	16	non	non	ADJ
ajis02-1542	109	17	-	-	ADJ
ajis02-1542	109	18	redundant	redundant	ADJ
ajis02-1542	109	19	for	for	ADP
ajis02-1542	109	20	conditional	conditional	ADJ
ajis02-1542	109	21	probabilities	probability	NOUN
ajis02-1542	109	22	greater	great	ADJ
ajis02-1542	109	23	than	than	ADP
ajis02-1542	109	24	~0.045	~0.045	ADJ
ajis02-1542	109	25	.	.	PUNCT
ajis02-1542	110	1	this	this	PRON
ajis02-1542	110	2	is	be	AUX
ajis02-1542	110	3	in	in	ADP
ajis02-1542	110	4	contrast	contrast	NOUN
ajis02-1542	110	5	to	to	ADP
ajis02-1542	110	6	classical	classical	ADJ
ajis02-1542	110	7	redundancy	redundancy	NOUN
ajis02-1542	110	8	,	,	PUNCT
ajis02-1542	110	9	where	where	SCONJ
ajis02-1542	110	10	the	the	DET
ajis02-1542	110	11	threshold	threshold	NOUN
ajis02-1542	110	12	for	for	ADP
ajis02-1542	110	13	retaining	retain	VERB
ajis02-1542	110	14	xy	xy	PROPN
ajis02-1542	110	15	⇒	⇒	PROPN
ajis02-1542	110	16	z	z	PROPN
ajis02-1542	110	17	is	be	AUX
ajis02-1542	110	18	~0.062	~0.062	PRON
ajis02-1542	110	19	.	.	PUNCT
ajis02-1542	111	1	although	although	SCONJ
ajis02-1542	111	2	in	in	ADP
ajis02-1542	111	3	both	both	DET
ajis02-1542	111	4	cases	case	NOUN
ajis02-1542	111	5	the	the	DET
ajis02-1542	111	6	conditional	conditional	ADJ
ajis02-1542	111	7	probability	probability	NOUN
ajis02-1542	111	8	of	of	ADP
ajis02-1542	111	9	x	x	PUNCT
ajis02-1542	111	10	given	give	VERB
ajis02-1542	111	11	y	y	PRON
ajis02-1542	111	12	eventually	eventually	ADV
ajis02-1542	111	13	reaches	reach	VERB
ajis02-1542	111	14	a	a	DET
ajis02-1542	111	15	point	point	NOUN
ajis02-1542	111	16	where	where	SCONJ
ajis02-1542	111	17	insufficient	insufficient	ADJ
ajis02-1542	111	18	evidence	evidence	NOUN
ajis02-1542	111	19	for	for	ADP
ajis02-1542	111	20	the	the	DET
ajis02-1542	111	21	specialised	specialised	ADJ
ajis02-1542	111	22	rule	rule	NOUN
ajis02-1542	111	23	exists	exist	VERB
ajis02-1542	111	24	,	,	PUNCT
ajis02-1542	111	25	the	the	DET
ajis02-1542	111	26	range	range	NOUN
ajis02-1542	111	27	of	of	ADP
ajis02-1542	111	28	values	value	NOUN
ajis02-1542	111	29	for	for	ADP
ajis02-1542	111	30	which	which	PRON
ajis02-1542	111	31	robust	robust	ADJ
ajis02-1542	111	32	redundancy	redundancy	NOUN
ajis02-1542	111	33	can	can	AUX
ajis02-1542	111	34	still	still	ADV
ajis02-1542	111	35	retain	retain	VERB
ajis02-1542	111	36	xy	xy	PROPN
ajis02-1542	111	37	⇒	⇒	NOUN
ajis02-1542	111	38	z	z	PROPN
ajis02-1542	111	39	is	be	AUX
ajis02-1542	111	40	increased	increase	VERB
ajis02-1542	111	41	.	.	PUNCT
ajis02-1542	112	1	australasian	australasian	ADJ
ajis02-1542	112	2	journal	journal	NOUN
ajis02-1542	112	3	of	of	ADP
ajis02-1542	112	4	information	information	NOUN
ajis02-1542	112	5	systems	system	NOUN
ajis02-1542	112	6	petersen	petersen	PROPN
ajis02-1542	112	7	,	,	PUNCT
ajis02-1542	112	8	poon	poon	NOUN
ajis02-1542	112	9	j	j	PROPN
ajis02-1542	112	10	,	,	PUNCT
ajis02-1542	112	11	poon	poon	NOUN
ajis02-1542	112	12	s	s	PROPN
ajis02-1542	112	13	&	&	CCONJ
ajis02-1542	112	14	loy	loy	PROPN
ajis02-1542	112	15	2017	2017	NUM
ajis02-1542	112	16	,	,	PUNCT
ajis02-1542	112	17	vol	vol	NOUN
ajis02-1542	112	18	21	21	NUM
ajis02-1542	112	19	,	,	PUNCT
ajis02-1542	112	20	selected	select	VERB
ajis02-1542	112	21	papers	paper	NOUN
ajis02-1542	112	22	from	from	ADP
ajis02-1542	112	23	ausdm	ausdm	NOUN
ajis02-1542	112	24	better	well	ADJ
ajis02-1542	112	25	rulesets	ruleset	NOUN
ajis02-1542	112	26	by	by	ADP
ajis02-1542	112	27	removing	remove	VERB
ajis02-1542	112	28	redundancy	redundancy	NOUN
ajis02-1542	112	29	6	6	NUM
ajis02-1542	112	30	3.2	3.2	NUM
ajis02-1542	112	31	generalisation	generalisation	NOUN
ajis02-1542	112	32	redundancy	redundancy	NOUN
ajis02-1542	112	33	it	it	PRON
ajis02-1542	112	34	is	be	AUX
ajis02-1542	112	35	possible	possible	ADJ
ajis02-1542	112	36	for	for	SCONJ
ajis02-1542	112	37	general	general	ADJ
ajis02-1542	112	38	rules	rule	NOUN
ajis02-1542	112	39	to	to	PART
ajis02-1542	112	40	exist	exist	VERB
ajis02-1542	112	41	that	that	SCONJ
ajis02-1542	112	42	only	only	ADV
ajis02-1542	112	43	appear	appear	VERB
ajis02-1542	112	44	interesting	interesting	ADJ
ajis02-1542	112	45	due	due	ADP
ajis02-1542	112	46	to	to	ADP
ajis02-1542	112	47	the	the	DET
ajis02-1542	112	48	presence	presence	NOUN
ajis02-1542	112	49	of	of	ADP
ajis02-1542	112	50	one	one	NUM
ajis02-1542	112	51	or	or	CCONJ
ajis02-1542	112	52	more	more	ADV
ajis02-1542	112	53	interesting	interesting	ADJ
ajis02-1542	112	54	specialisations	specialisation	NOUN
ajis02-1542	112	55	.	.	PUNCT
ajis02-1542	113	1	definition	definition	NOUN
ajis02-1542	113	2	3	3	NUM
ajis02-1542	113	3	outlines	outline	VERB
ajis02-1542	113	4	a	a	DET
ajis02-1542	113	5	concept	concept	NOUN
ajis02-1542	113	6	we	we	PRON
ajis02-1542	113	7	call	call	VERB
ajis02-1542	113	8	robust	robust	ADJ
ajis02-1542	113	9	generalisation	generalisation	NOUN
ajis02-1542	113	10	redundancy	redundancy	NOUN
ajis02-1542	113	11	.	.	PUNCT
ajis02-1542	114	1	a	a	DET
ajis02-1542	114	2	rule	rule	NOUN
ajis02-1542	114	3	x	x	X
ajis02-1542	114	4	⇒	⇒	PROPN
ajis02-1542	114	5	z	z	PROPN
ajis02-1542	114	6	is	be	AUX
ajis02-1542	114	7	generalisation	generalisation	NOUN
ajis02-1542	114	8	redundant	redundant	VERB
ajis02-1542	114	9	if	if	SCONJ
ajis02-1542	114	10	for	for	ADP
ajis02-1542	114	11	all	all	DET
ajis02-1542	114	12	non	non	ADJ
ajis02-1542	114	13	-	-	ADJ
ajis02-1542	114	14	redundant	redundant	ADJ
ajis02-1542	114	15	specialisations	specialisation	NOUN
ajis02-1542	114	16	xq	xq	PROPN
ajis02-1542	114	17	⇒	⇒	PROPN
ajis02-1542	114	18	z	z	PROPN
ajis02-1542	114	19	,	,	PUNCT
ajis02-1542	114	20	the	the	DET
ajis02-1542	114	21	rule	rule	NOUN
ajis02-1542	114	22	x	x	X
ajis02-1542	114	23	⇒	⇒	PROPN
ajis02-1542	114	24	z	z	PROPN
ajis02-1542	115	1	|	|	ADV
ajis02-1542	115	2	⌐	⌐	PROPN
ajis02-1542	115	3	q	q	X
ajis02-1542	115	4	is	be	AUX
ajis02-1542	115	5	uninteresting	uninteresting	ADJ
ajis02-1542	115	6	(	(	PUNCT
ajis02-1542	115	7	its	its	PRON
ajis02-1542	115	8	goodness	goodness	NOUN
ajis02-1542	115	9	is	be	AUX
ajis02-1542	115	10	less	less	ADJ
ajis02-1542	115	11	than	than	ADP
ajis02-1542	115	12	the	the	DET
ajis02-1542	115	13	required	require	VERB
ajis02-1542	115	14	threshold	threshold	NOUN
ajis02-1542	115	15	)	)	PUNCT
ajis02-1542	115	16	.	.	PUNCT
ajis02-1542	116	1	if	if	SCONJ
ajis02-1542	116	2	a	a	DET
ajis02-1542	116	3	rule	rule	NOUN
ajis02-1542	116	4	x	x	NOUN
ajis02-1542	116	5	⌐	⌐	NOUN
ajis02-1542	116	6	q	q	X
ajis02-1542	116	7	⇒	⇒	NOUN
ajis02-1542	116	8	z	z	PROPN
ajis02-1542	116	9	is	be	AUX
ajis02-1542	116	10	interesting	interesting	ADJ
ajis02-1542	116	11	,	,	PUNCT
ajis02-1542	116	12	we	we	PRON
ajis02-1542	116	13	obtain	obtain	VERB
ajis02-1542	116	14	evidence	evidence	NOUN
ajis02-1542	116	15	that	that	SCONJ
ajis02-1542	116	16	the	the	DET
ajis02-1542	116	17	generalised	generalise	VERB
ajis02-1542	116	18	rule	rule	NOUN
ajis02-1542	116	19	is	be	AUX
ajis02-1542	116	20	interesting	interesting	ADJ
ajis02-1542	116	21	even	even	ADV
ajis02-1542	116	22	in	in	ADP
ajis02-1542	116	23	the	the	DET
ajis02-1542	116	24	absence	absence	NOUN
ajis02-1542	116	25	of	of	ADP
ajis02-1542	116	26	the	the	DET
ajis02-1542	116	27	terms	term	NOUN
ajis02-1542	116	28	in	in	ADP
ajis02-1542	116	29	q.	q.	PROPN
ajis02-1542	116	30	if	if	SCONJ
ajis02-1542	116	31	after	after	ADP
ajis02-1542	116	32	identifying	identify	VERB
ajis02-1542	116	33	all	all	DET
ajis02-1542	116	34	other	other	ADJ
ajis02-1542	116	35	interesting	interesting	ADJ
ajis02-1542	116	36	rules	rule	NOUN
ajis02-1542	116	37	we	we	PRON
ajis02-1542	116	38	can	can	AUX
ajis02-1542	116	39	not	not	PART
ajis02-1542	116	40	find	find	VERB
ajis02-1542	116	41	evidence	evidence	NOUN
ajis02-1542	116	42	that	that	SCONJ
ajis02-1542	116	43	x	x	SYM
ajis02-1542	116	44	⇒	⇒	PROPN
ajis02-1542	116	45	z	z	NOUN
ajis02-1542	116	46	is	be	AUX
ajis02-1542	116	47	interesting	interesting	ADJ
ajis02-1542	116	48	in	in	ADP
ajis02-1542	116	49	the	the	DET
ajis02-1542	116	50	absence	absence	NOUN
ajis02-1542	116	51	of	of	ADP
ajis02-1542	116	52	the	the	DET
ajis02-1542	116	53	additional	additional	ADJ
ajis02-1542	116	54	terms	term	NOUN
ajis02-1542	116	55	in	in	ADP
ajis02-1542	116	56	its	its	PRON
ajis02-1542	116	57	specialisations	specialisation	NOUN
ajis02-1542	116	58	,	,	PUNCT
ajis02-1542	116	59	we	we	PRON
ajis02-1542	116	60	consider	consider	VERB
ajis02-1542	116	61	it	it	PRON
ajis02-1542	116	62	redundant	redundant	VERB
ajis02-1542	116	63	.	.	PUNCT
ajis02-1542	117	1	computing	compute	VERB
ajis02-1542	117	2	the	the	DET
ajis02-1542	117	3	conditional	conditional	ADJ
ajis02-1542	117	4	association	association	NOUN
ajis02-1542	117	5	on	on	ADP
ajis02-1542	117	6	⌐	⌐	PROPN
ajis02-1542	117	7	q	q	PUNCT
ajis02-1542	117	8	uses	use	VERB
ajis02-1542	117	9	the	the	DET
ajis02-1542	117	10	frequencies	frequency	NOUN
ajis02-1542	117	11	x	x	NOUN
ajis02-1542	117	12	⌐	⌐	NOUN
ajis02-1542	117	13	qz	qz	NOUN
ajis02-1542	117	14	and	and	CCONJ
ajis02-1542	117	15	x	x	NOUN
ajis02-1542	117	16	⌐	⌐	NOUN
ajis02-1542	117	17	q	q	X
ajis02-1542	117	18	⌐	⌐	NOUN
ajis02-1542	117	19	z.	z.	PROPN
ajis02-1542	117	20	hence	hence	ADV
ajis02-1542	117	21	,	,	PUNCT
ajis02-1542	117	22	by	by	ADP
ajis02-1542	117	23	applying	apply	VERB
ajis02-1542	117	24	both	both	CCONJ
ajis02-1542	117	25	specialisation	specialisation	NOUN
ajis02-1542	117	26	and	and	CCONJ
ajis02-1542	117	27	generalisation	generalisation	NOUN
ajis02-1542	117	28	redundancy	redundancy	NOUN
ajis02-1542	117	29	we	we	PRON
ajis02-1542	117	30	consider	consider	VERB
ajis02-1542	117	31	all	all	DET
ajis02-1542	117	32	frequencies	frequency	NOUN
ajis02-1542	117	33	in	in	ADP
ajis02-1542	117	34	the	the	DET
ajis02-1542	117	35	sample	sample	NOUN
ajis02-1542	117	36	data	datum	NOUN
ajis02-1542	117	37	.	.	PUNCT
ajis02-1542	118	1	definition	definition	NOUN
ajis02-1542	118	2	3	3	NUM
ajis02-1542	118	3	:	:	PUNCT
ajis02-1542	118	4	generalisation	generalisation	NOUN
ajis02-1542	118	5	redundancy	redundancy	NOUN
ajis02-1542	118	6	consider	consider	VERB
ajis02-1542	118	7	a	a	DET
ajis02-1542	118	8	rule	rule	NOUN
ajis02-1542	118	9	x	x	X
ajis02-1542	118	10	⇒	⇒	PROPN
ajis02-1542	118	11	z	z	PROPN
ajis02-1542	118	12	and	and	CCONJ
ajis02-1542	118	13	the	the	DET
ajis02-1542	118	14	complete	complete	ADJ
ajis02-1542	118	15	set	set	NOUN
ajis02-1542	118	16	of	of	ADP
ajis02-1542	118	17	its	its	PRON
ajis02-1542	118	18	non	non	ADJ
ajis02-1542	118	19	-	-	ADJ
ajis02-1542	118	20	redundant	redundant	ADJ
ajis02-1542	118	21	specialisations	specialisation	NOUN
ajis02-1542	118	22	r.	r.	PROPN
ajis02-1542	118	23	let	let	VERB
ajis02-1542	118	24	m	m	PRON
ajis02-1542	118	25	(	(	PUNCT
ajis02-1542	118	26	·	·	PUNCT
ajis02-1542	118	27	)	)	PUNCT
ajis02-1542	118	28	be	be	AUX
ajis02-1542	118	29	an	an	DET
ajis02-1542	118	30	increasing	increase	VERB
ajis02-1542	118	31	measure	measure	NOUN
ajis02-1542	118	32	of	of	ADP
ajis02-1542	118	33	rule	rule	NOUN
ajis02-1542	118	34	interestingness	interestingness	NOUN
ajis02-1542	118	35	,	,	PUNCT
ajis02-1542	118	36	and	and	CCONJ
ajis02-1542	118	37	α	α	PRON
ajis02-1542	118	38	be	be	VERB
ajis02-1542	118	39	the	the	DET
ajis02-1542	118	40	corresponding	corresponding	ADJ
ajis02-1542	118	41	goodness	goodness	NOUN
ajis02-1542	118	42	threshold	threshold	NOUN
ajis02-1542	118	43	.	.	PUNCT
ajis02-1542	119	1	rule	rule	NOUN
ajis02-1542	119	2	x	x	SYM
ajis02-1542	119	3	⇒	⇒	PROPN
ajis02-1542	119	4	z	z	PROPN
ajis02-1542	119	5	is	be	AUX
ajis02-1542	119	6	generalisation	generalisation	NOUN
ajis02-1542	119	7	redundant	redundant	ADJ
ajis02-1542	119	8	with	with	ADP
ajis02-1542	119	9	respect	respect	NOUN
ajis02-1542	119	10	to	to	ADP
ajis02-1542	119	11	r	r	NOUN
ajis02-1542	119	12	if	if	SCONJ
ajis02-1542	119	13	m(x	m(x	PROPN
ajis02-1542	119	14	⇒	⇒	VERB
ajis02-1542	119	15	z	z	PROPN
ajis02-1542	119	16	|	|	ADV
ajis02-1542	119	17	⌐	⌐	PROPN
ajis02-1542	119	18	q	q	NOUN
ajis02-1542	119	19	)	)	PUNCT
ajis02-1542	119	20	≤	≤	NOUN
ajis02-1542	119	21	α	α	NOUN
ajis02-1542	119	22	for	for	ADP
ajis02-1542	119	23	all	all	DET
ajis02-1542	119	24	rules	rule	NOUN
ajis02-1542	119	25	xq	xq	PROPN
ajis02-1542	119	26	⇒	⇒	PROPN
ajis02-1542	119	27	z	z	PROPN
ajis02-1542	119	28	in	in	ADP
ajis02-1542	119	29	r.	r.	PROPN
ajis02-1542	119	30	3.2.1	3.2.1	NUM
ajis02-1542	119	31	example	example	NOUN
ajis02-1542	119	32	consider	consider	VERB
ajis02-1542	119	33	hypothetical	hypothetical	ADJ
ajis02-1542	119	34	data	datum	NOUN
ajis02-1542	119	35	containing	contain	VERB
ajis02-1542	119	36	drug	drug	NOUN
ajis02-1542	119	37	prescriptions	prescription	NOUN
ajis02-1542	119	38	and	and	CCONJ
ajis02-1542	119	39	a	a	DET
ajis02-1542	119	40	corresponding	corresponding	ADJ
ajis02-1542	119	41	binary	binary	ADJ
ajis02-1542	119	42	patient	patient	PROPN
ajis02-1542	119	43	outcome	outcome	NOUN
ajis02-1542	119	44	.	.	PUNCT
ajis02-1542	120	1	assume	assume	VERB
ajis02-1542	120	2	there	there	PRON
ajis02-1542	120	3	are	be	VERB
ajis02-1542	120	4	two	two	NUM
ajis02-1542	120	5	drugs	drug	NOUN
ajis02-1542	120	6	(	(	PUNCT
ajis02-1542	120	7	x	x	SYM
ajis02-1542	120	8	and	and	CCONJ
ajis02-1542	120	9	y	y	PROPN
ajis02-1542	120	10	)	)	PUNCT
ajis02-1542	120	11	which	which	PRON
ajis02-1542	120	12	work	work	VERB
ajis02-1542	120	13	in	in	ADP
ajis02-1542	120	14	combination	combination	NOUN
ajis02-1542	120	15	to	to	PART
ajis02-1542	120	16	produce	produce	VERB
ajis02-1542	120	17	a	a	DET
ajis02-1542	120	18	positive	positive	ADJ
ajis02-1542	120	19	outcome	outcome	NOUN
ajis02-1542	120	20	.	.	PUNCT
ajis02-1542	121	1	neither	neither	DET
ajis02-1542	121	2	drug	drug	NOUN
ajis02-1542	121	3	will	will	AUX
ajis02-1542	121	4	produce	produce	VERB
ajis02-1542	121	5	a	a	DET
ajis02-1542	121	6	positive	positive	ADJ
ajis02-1542	121	7	outcome	outcome	NOUN
ajis02-1542	121	8	on	on	ADP
ajis02-1542	121	9	its	its	PRON
ajis02-1542	121	10	own	own	ADJ
ajis02-1542	121	11	(	(	PUNCT
ajis02-1542	121	12	a	a	DET
ajis02-1542	121	13	baseline	baseline	ADJ
ajis02-1542	121	14	probability	probability	NOUN
ajis02-1542	121	15	for	for	ADP
ajis02-1542	121	16	positive	positive	ADJ
ajis02-1542	121	17	outcome	outcome	NOUN
ajis02-1542	121	18	of	of	ADP
ajis02-1542	121	19	0.1	0.1	NUM
ajis02-1542	121	20	is	be	AUX
ajis02-1542	121	21	used	use	VERB
ajis02-1542	121	22	)	)	PUNCT
ajis02-1542	121	23	.	.	PUNCT
ajis02-1542	122	1	the	the	DET
ajis02-1542	122	2	exact	exact	ADJ
ajis02-1542	122	3	probabilities	probability	NOUN
ajis02-1542	122	4	used	use	VERB
ajis02-1542	122	5	can	can	AUX
ajis02-1542	122	6	be	be	AUX
ajis02-1542	122	7	found	find	VERB
ajis02-1542	122	8	in	in	ADP
ajis02-1542	122	9	table	table	NOUN
ajis02-1542	122	10	2b	2b	NOUN
ajis02-1542	122	11	.	.	PUNCT
ajis02-1542	123	1	when	when	SCONJ
ajis02-1542	123	2	the	the	DET
ajis02-1542	123	3	conditional	conditional	ADJ
ajis02-1542	123	4	probability	probability	NOUN
ajis02-1542	123	5	of	of	ADP
ajis02-1542	123	6	x	x	PUNCT
ajis02-1542	123	7	given	give	VERB
ajis02-1542	123	8	y	y	PROPN
ajis02-1542	123	9	is	be	AUX
ajis02-1542	123	10	1	1	NUM
ajis02-1542	123	11	,	,	PUNCT
ajis02-1542	123	12	the	the	DET
ajis02-1542	123	13	measured	measured	ADJ
ajis02-1542	123	14	quality	quality	NOUN
ajis02-1542	123	15	of	of	ADP
ajis02-1542	123	16	the	the	DET
ajis02-1542	123	17	rules	rule	NOUN
ajis02-1542	123	18	x	x	X
ajis02-1542	123	19	⇒	⇒	PROPN
ajis02-1542	123	20	z	z	PROPN
ajis02-1542	123	21	,	,	PUNCT
ajis02-1542	123	22	y	y	PROPN
ajis02-1542	123	23	⇒	⇒	PROPN
ajis02-1542	123	24	z	z	NOUN
ajis02-1542	123	25	,	,	PUNCT
ajis02-1542	123	26	and	and	CCONJ
ajis02-1542	123	27	xy	xy	PROPN
ajis02-1542	123	28	⇒	⇒	PROPN
ajis02-1542	123	29	z	z	NOUN
ajis02-1542	123	30	will	will	AUX
ajis02-1542	123	31	be	be	AUX
ajis02-1542	123	32	identical	identical	ADJ
ajis02-1542	123	33	and	and	CCONJ
ajis02-1542	123	34	maximal	maximal	ADJ
ajis02-1542	123	35	.	.	PUNCT
ajis02-1542	124	1	the	the	DET
ajis02-1542	124	2	quality	quality	NOUN
ajis02-1542	124	3	of	of	ADP
ajis02-1542	124	4	these	these	DET
ajis02-1542	124	5	rules	rule	NOUN
ajis02-1542	124	6	decreases	decrease	VERB
ajis02-1542	124	7	with	with	ADP
ajis02-1542	124	8	this	this	DET
ajis02-1542	124	9	conditional	conditional	ADJ
ajis02-1542	124	10	probability	probability	NOUN
ajis02-1542	124	11	,	,	PUNCT
ajis02-1542	124	12	with	with	ADP
ajis02-1542	124	13	the	the	DET
ajis02-1542	124	14	quality	quality	NOUN
ajis02-1542	124	15	of	of	ADP
ajis02-1542	124	16	the	the	DET
ajis02-1542	124	17	general	general	ADJ
ajis02-1542	124	18	rules	rule	NOUN
ajis02-1542	124	19	decreasing	decrease	VERB
ajis02-1542	124	20	at	at	ADP
ajis02-1542	124	21	the	the	DET
ajis02-1542	124	22	greatest	great	ADJ
ajis02-1542	124	23	rate	rate	NOUN
ajis02-1542	124	24	.	.	PUNCT
ajis02-1542	125	1	however	however	ADV
ajis02-1542	125	2	despite	despite	SCONJ
ajis02-1542	125	3	the	the	DET
ajis02-1542	125	4	underlying	underlie	VERB
ajis02-1542	125	5	structure	structure	NOUN
ajis02-1542	125	6	of	of	ADP
ajis02-1542	125	7	the	the	DET
ajis02-1542	125	8	data	datum	NOUN
ajis02-1542	125	9	indicating	indicate	VERB
ajis02-1542	125	10	that	that	SCONJ
ajis02-1542	125	11	neither	neither	CCONJ
ajis02-1542	125	12	x	x	SYM
ajis02-1542	125	13	or	or	CCONJ
ajis02-1542	125	14	y	y	PROPN
ajis02-1542	125	15	alone	alone	ADV
ajis02-1542	125	16	support	support	VERB
ajis02-1542	125	17	a	a	DET
ajis02-1542	125	18	positive	positive	ADJ
ajis02-1542	125	19	outcome	outcome	NOUN
ajis02-1542	125	20	,	,	PUNCT
ajis02-1542	125	21	the	the	DET
ajis02-1542	125	22	strength	strength	NOUN
ajis02-1542	125	23	of	of	ADP
ajis02-1542	125	24	these	these	DET
ajis02-1542	125	25	associations	association	NOUN
ajis02-1542	125	26	will	will	AUX
ajis02-1542	125	27	likely	likely	ADV
ajis02-1542	125	28	remain	remain	VERB
ajis02-1542	125	29	quite	quite	ADV
ajis02-1542	125	30	high	high	ADJ
ajis02-1542	125	31	.	.	PUNCT
ajis02-1542	126	1	when	when	SCONJ
ajis02-1542	126	2	comparing	compare	VERB
ajis02-1542	126	3	rules	rule	NOUN
ajis02-1542	126	4	x	x	X
ajis02-1542	126	5	⇒	⇒	PROPN
ajis02-1542	126	6	z	z	PROPN
ajis02-1542	126	7	and	and	CCONJ
ajis02-1542	126	8	xy	xy	PROPN
ajis02-1542	126	9	⇒	⇒	PROPN
ajis02-1542	126	10	z	z	PROPN
ajis02-1542	126	11	,	,	PUNCT
ajis02-1542	126	12	examining	examine	VERB
ajis02-1542	126	13	the	the	DET
ajis02-1542	126	14	rule	rule	NOUN
ajis02-1542	126	15	x	x	X
ajis02-1542	126	16	⇒	⇒	PROPN
ajis02-1542	126	17	z	z	PROPN
ajis02-1542	127	1	|	|	ADV
ajis02-1542	127	2	⌐	⌐	PROPN
ajis02-1542	127	3	y	y	PROPN
ajis02-1542	127	4	(	(	PUNCT
ajis02-1542	127	5	i.e.	i.e.	X
ajis02-1542	127	6	conditioned	condition	VERB
ajis02-1542	127	7	on	on	ADP
ajis02-1542	127	8	the	the	DET
ajis02-1542	127	9	absence	absence	NOUN
ajis02-1542	127	10	of	of	ADP
ajis02-1542	127	11	the	the	DET
ajis02-1542	127	12	additional	additional	ADJ
ajis02-1542	127	13	terms	term	NOUN
ajis02-1542	127	14	y	y	NOUN
ajis02-1542	127	15	)	)	PUNCT
ajis02-1542	127	16	indicates	indicate	VERB
ajis02-1542	127	17	that	that	SCONJ
ajis02-1542	127	18	there	there	PRON
ajis02-1542	127	19	is	be	VERB
ajis02-1542	127	20	no	no	DET
ajis02-1542	127	21	evidence	evidence	NOUN
ajis02-1542	127	22	to	to	PART
ajis02-1542	127	23	support	support	VERB
ajis02-1542	127	24	the	the	DET
ajis02-1542	127	25	rule	rule	NOUN
ajis02-1542	127	26	x	x	X
ajis02-1542	127	27	⇒	⇒	PROPN
ajis02-1542	127	28	z	z	VERB
ajis02-1542	127	29	without	without	ADP
ajis02-1542	127	30	also	also	ADV
ajis02-1542	127	31	including	include	VERB
ajis02-1542	127	32	the	the	DET
ajis02-1542	127	33	features	feature	NOUN
ajis02-1542	127	34	y.	y.	PROPN
ajis02-1542	127	35	as	as	ADP
ajis02-1542	127	36	xy	xy	PROPN
ajis02-1542	127	37	⇒	⇒	PROPN
ajis02-1542	127	38	z	z	PROPN
ajis02-1542	127	39	is	be	AUX
ajis02-1542	127	40	the	the	DET
ajis02-1542	127	41	only	only	ADJ
ajis02-1542	127	42	identified	identify	VERB
ajis02-1542	127	43	specialisation	specialisation	NOUN
ajis02-1542	127	44	of	of	ADP
ajis02-1542	127	45	x	x	X
ajis02-1542	127	46	⇒	⇒	PROPN
ajis02-1542	127	47	z	z	PROPN
ajis02-1542	127	48	,	,	PUNCT
ajis02-1542	127	49	and	and	CCONJ
ajis02-1542	127	50	we	we	PRON
ajis02-1542	127	51	have	have	VERB
ajis02-1542	127	52	no	no	DET
ajis02-1542	127	53	evidence	evidence	NOUN
ajis02-1542	127	54	to	to	PART
ajis02-1542	127	55	indicate	indicate	VERB
ajis02-1542	127	56	x	x	PRON
ajis02-1542	127	57	⇒	⇒	PROPN
ajis02-1542	127	58	z	z	PROPN
ajis02-1542	127	59	is	be	AUX
ajis02-1542	127	60	valid	valid	ADJ
ajis02-1542	127	61	without	without	ADP
ajis02-1542	127	62	the	the	DET
ajis02-1542	127	63	additional	additional	ADJ
ajis02-1542	127	64	features	feature	NOUN
ajis02-1542	127	65	,	,	PUNCT
ajis02-1542	127	66	we	we	PRON
ajis02-1542	127	67	consider	consider	VERB
ajis02-1542	127	68	it	it	PRON
ajis02-1542	127	69	redundant	redundant	VERB
ajis02-1542	127	70	.	.	PUNCT
ajis02-1542	128	1	finally	finally	ADV
ajis02-1542	128	2	,	,	PUNCT
ajis02-1542	128	3	we	we	PRON
ajis02-1542	128	4	acknowledge	acknowledge	VERB
ajis02-1542	128	5	that	that	SCONJ
ajis02-1542	128	6	such	such	DET
ajis02-1542	128	7	an	an	DET
ajis02-1542	128	8	approach	approach	NOUN
ajis02-1542	128	9	could	could	AUX
ajis02-1542	128	10	potentially	potentially	ADV
ajis02-1542	128	11	over	over	ADP
ajis02-1542	128	12	-	-	PUNCT
ajis02-1542	128	13	fit	fit	NOUN
ajis02-1542	128	14	and	and	CCONJ
ajis02-1542	128	15	remove	remove	VERB
ajis02-1542	128	16	valid	valid	ADJ
ajis02-1542	128	17	general	general	ADJ
ajis02-1542	128	18	rules	rule	NOUN
ajis02-1542	128	19	.	.	PUNCT
ajis02-1542	129	1	we	we	PRON
ajis02-1542	129	2	address	address	VERB
ajis02-1542	129	3	this	this	DET
ajis02-1542	129	4	concern	concern	NOUN
ajis02-1542	129	5	in	in	ADP
ajis02-1542	129	6	the	the	DET
ajis02-1542	129	7	following	follow	VERB
ajis02-1542	129	8	section	section	NOUN
ajis02-1542	129	9	on	on	ADP
ajis02-1542	129	10	redundancy	redundancy	NOUN
ajis02-1542	129	11	chaining	chain	VERB
ajis02-1542	129	12	.	.	PUNCT
ajis02-1542	130	1	3.3	3.3	NUM
ajis02-1542	130	2	redundancy	redundancy	NOUN
ajis02-1542	130	3	chaining	chain	VERB
ajis02-1542	130	4	classical	classical	ADJ
ajis02-1542	130	5	redundancy	redundancy	NOUN
ajis02-1542	130	6	as	as	SCONJ
ajis02-1542	130	7	defined	define	VERB
ajis02-1542	130	8	in	in	ADP
ajis02-1542	130	9	definition	definition	NOUN
ajis02-1542	130	10	1	1	NUM
ajis02-1542	130	11	is	be	AUX
ajis02-1542	130	12	transitive	transitive	ADJ
ajis02-1542	130	13	.	.	PUNCT
ajis02-1542	131	1	if	if	SCONJ
ajis02-1542	131	2	a	a	DET
ajis02-1542	131	3	rule	rule	NOUN
ajis02-1542	131	4	xqy	xqy	NOUN
ajis02-1542	131	5	⇒	⇒	PROPN
ajis02-1542	131	6	z	z	PROPN
ajis02-1542	131	7	is	be	AUX
ajis02-1542	131	8	redundant	redundant	ADJ
ajis02-1542	131	9	with	with	ADP
ajis02-1542	131	10	respect	respect	NOUN
ajis02-1542	131	11	to	to	ADP
ajis02-1542	131	12	a	a	DET
ajis02-1542	131	13	generalisation	generalisation	NOUN
ajis02-1542	131	14	xq	xq	PROPN
ajis02-1542	131	15	⇒	⇒	PROPN
ajis02-1542	131	16	z	z	PROPN
ajis02-1542	131	17	,	,	PUNCT
ajis02-1542	131	18	and	and	CCONJ
ajis02-1542	131	19	xq	xq	PROPN
ajis02-1542	131	20	⇒	⇒	PROPN
ajis02-1542	131	21	z	z	PROPN
ajis02-1542	131	22	is	be	AUX
ajis02-1542	131	23	redundant	redundant	ADJ
ajis02-1542	131	24	with	with	ADP
ajis02-1542	131	25	respect	respect	NOUN
ajis02-1542	131	26	to	to	ADP
ajis02-1542	131	27	x	x	X
ajis02-1542	131	28	⇒	⇒	PROPN
ajis02-1542	131	29	z	z	PROPN
ajis02-1542	131	30	,	,	PUNCT
ajis02-1542	131	31	then	then	ADV
ajis02-1542	131	32	xqy	xqy	PROPN
ajis02-1542	131	33	⇒	⇒	PROPN
ajis02-1542	131	34	z	z	PROPN
ajis02-1542	131	35	will	will	AUX
ajis02-1542	131	36	be	be	AUX
ajis02-1542	131	37	redundant	redundant	ADJ
ajis02-1542	131	38	with	with	ADP
ajis02-1542	131	39	respect	respect	NOUN
ajis02-1542	131	40	to	to	ADP
ajis02-1542	131	41	x	x	X
ajis02-1542	131	42	⇒	⇒	PROPN
ajis02-1542	131	43	z.	z.	PROPN
ajis02-1542	132	1	this	this	DET
ajis02-1542	132	2	result	result	NOUN
ajis02-1542	132	3	is	be	AUX
ajis02-1542	132	4	straightforward	straightforward	ADJ
ajis02-1542	132	5	to	to	PART
ajis02-1542	132	6	prove	prove	VERB
ajis02-1542	132	7	.	.	PUNCT
ajis02-1542	133	1	australasian	australasian	ADJ
ajis02-1542	133	2	journal	journal	NOUN
ajis02-1542	133	3	of	of	ADP
ajis02-1542	133	4	information	information	NOUN
ajis02-1542	133	5	systems	system	NOUN
ajis02-1542	133	6	petersen	petersen	PROPN
ajis02-1542	133	7	,	,	PUNCT
ajis02-1542	133	8	poon	poon	NOUN
ajis02-1542	133	9	j	j	PROPN
ajis02-1542	133	10	,	,	PUNCT
ajis02-1542	133	11	poon	poon	NOUN
ajis02-1542	133	12	s	s	PROPN
ajis02-1542	133	13	&	&	CCONJ
ajis02-1542	133	14	loy	loy	PROPN
ajis02-1542	133	15	2017	2017	NUM
ajis02-1542	133	16	,	,	PUNCT
ajis02-1542	133	17	vol	vol	NOUN
ajis02-1542	133	18	21	21	NUM
ajis02-1542	133	19	,	,	PUNCT
ajis02-1542	133	20	selected	select	VERB
ajis02-1542	133	21	papers	paper	NOUN
ajis02-1542	133	22	from	from	ADP
ajis02-1542	133	23	ausdm	ausdm	NOUN
ajis02-1542	133	24	better	well	ADJ
ajis02-1542	133	25	rulesets	ruleset	NOUN
ajis02-1542	133	26	by	by	ADP
ajis02-1542	133	27	removing	remove	VERB
ajis02-1542	133	28	redundancy	redundancy	NOUN
ajis02-1542	133	29	7	7	NUM
ajis02-1542	133	30	(	(	PUNCT
ajis02-1542	133	31	a	a	NOUN
ajis02-1542	133	32	)	)	PUNCT
ajis02-1542	133	33	(	(	PUNCT
ajis02-1542	133	34	b	b	NOUN
ajis02-1542	133	35	)	)	PUNCT
ajis02-1542	133	36	attr	attr	ADJ
ajis02-1542	133	37	freq	freq	NOUN
ajis02-1542	133	38	.	.	PUNCT
ajis02-1542	134	1	rule	rule	NOUN
ajis02-1542	134	2	ln(p	ln(p	NUM
ajis02-1542	134	3	)	)	PUNCT
ajis02-1542	134	4	abcd	abcd	NOUN
ajis02-1542	134	5	10	10	NUM
ajis02-1542	134	6	a	a	DET
ajis02-1542	134	7	⇒	⇒	NOUN
ajis02-1542	134	8	d	d	X
ajis02-1542	134	9	-19.33	-19.33	PROPN
ajis02-1542	134	10	abd	abd	PROPN
ajis02-1542	134	11	10	10	NUM
ajis02-1542	134	12	ab	ab	PROPN
ajis02-1542	134	13	⇒	⇒	PROPN
ajis02-1542	134	14	d	d	PROPN
ajis02-1542	134	15	-8.10	-8.10	PRON
ajis02-1542	134	16	acd	acd	PROPN
ajis02-1542	134	17	10	10	NUM
ajis02-1542	134	18	abc	abc	PROPN
ajis02-1542	134	19	⇒	⇒	PROPN
ajis02-1542	135	1	d	d	PROPN
ajis02-1542	135	2	-3.78	-3.78	PRON
ajis02-1542	135	3	ad	ad	NOUN
ajis02-1542	135	4	10	10	NUM
ajis02-1542	135	5	a	a	DET
ajis02-1542	135	6	⇒	⇒	NOUN
ajis02-1542	135	7	d|b	d|b	PUNCT
ajis02-1542	136	1	-18.75	-18.75	PROPN
ajis02-1542	136	2	bc	bc	PROPN
ajis02-1542	136	3	30	30	NUM
ajis02-1542	136	4	a	a	DET
ajis02-1542	136	5	⇒	⇒	NOUN
ajis02-1542	136	6	d|bc	d|bc	VERB
ajis02-1542	136	7	-20.56	-20.56	PROPN
ajis02-1542	136	8	bd	bd	PROPN
ajis02-1542	136	9	10	10	NUM
ajis02-1542	136	10	ab	ab	PROPN
ajis02-1542	136	11	⇒	⇒	PROPN
ajis02-1542	136	12	d|c	d|c	VERB
ajis02-1542	137	1	-7.83	-7.83	PROPN
ajis02-1542	137	2	cd	cd	PROPN
ajis02-1542	137	3	10	10	NUM
ajis02-1542	137	4	d	d	SYM
ajis02-1542	137	5	10	10	NUM
ajis02-1542	137	6	table	table	NOUN
ajis02-1542	137	7	3	3	NUM
ajis02-1542	137	8	:	:	PUNCT
ajis02-1542	137	9	sample	sample	NOUN
ajis02-1542	137	10	data	datum	NOUN
ajis02-1542	137	11	and	and	CCONJ
ajis02-1542	137	12	rules	rule	NOUN
ajis02-1542	137	13	for	for	ADP
ajis02-1542	137	14	lemma	lemma	PROPN
ajis02-1542	137	15	1	1	NUM
ajis02-1542	137	16	.	.	PUNCT
ajis02-1542	138	1	unfortunately	unfortunately	ADV
ajis02-1542	138	2	,	,	PUNCT
ajis02-1542	138	3	the	the	DET
ajis02-1542	138	4	same	same	ADJ
ajis02-1542	138	5	relation	relation	NOUN
ajis02-1542	138	6	does	do	AUX
ajis02-1542	138	7	not	not	PART
ajis02-1542	138	8	hold	hold	VERB
ajis02-1542	138	9	for	for	ADP
ajis02-1542	138	10	the	the	DET
ajis02-1542	138	11	proposed	propose	VERB
ajis02-1542	138	12	robust	robust	ADJ
ajis02-1542	138	13	redundancy	redundancy	NOUN
ajis02-1542	138	14	.	.	PUNCT
ajis02-1542	139	1	a	a	DET
ajis02-1542	139	2	proof	proof	NOUN
ajis02-1542	139	3	that	that	SCONJ
ajis02-1542	139	4	specialisation	specialisation	NOUN
ajis02-1542	139	5	redundancy	redundancy	NOUN
ajis02-1542	139	6	is	be	AUX
ajis02-1542	139	7	nontransitive	nontransitive	ADJ
ajis02-1542	139	8	is	be	AUX
ajis02-1542	139	9	given	give	VERB
ajis02-1542	139	10	in	in	ADP
ajis02-1542	139	11	lemma	lemma	PROPN
ajis02-1542	139	12	1	1	NUM
ajis02-1542	139	13	.	.	PUNCT
ajis02-1542	140	1	the	the	DET
ajis02-1542	140	2	fact	fact	NOUN
ajis02-1542	140	3	that	that	SCONJ
ajis02-1542	140	4	specialisation	specialisation	NOUN
ajis02-1542	140	5	redundancy	redundancy	NOUN
ajis02-1542	140	6	is	be	AUX
ajis02-1542	140	7	non	non	ADJ
ajis02-1542	140	8	-	-	ADJ
ajis02-1542	140	9	transitive	transitive	ADJ
ajis02-1542	140	10	can	can	AUX
ajis02-1542	140	11	lead	lead	VERB
ajis02-1542	140	12	to	to	ADP
ajis02-1542	140	13	some	some	DET
ajis02-1542	140	14	interesting	interesting	ADJ
ajis02-1542	140	15	behaviour	behaviour	NOUN
ajis02-1542	140	16	.	.	PUNCT
ajis02-1542	141	1	assume	assume	VERB
ajis02-1542	141	2	a	a	DET
ajis02-1542	141	3	rule	rule	NOUN
ajis02-1542	141	4	r	r	NOUN
ajis02-1542	141	5	exists	exist	NOUN
ajis02-1542	141	6	that	that	PRON
ajis02-1542	141	7	is	be	AUX
ajis02-1542	141	8	specialisation	specialisation	NOUN
ajis02-1542	141	9	redundant	redundant	ADJ
ajis02-1542	141	10	with	with	ADP
ajis02-1542	141	11	respect	respect	NOUN
ajis02-1542	141	12	to	to	ADP
ajis02-1542	141	13	one	one	NUM
ajis02-1542	141	14	or	or	CCONJ
ajis02-1542	141	15	more	more	ADJ
ajis02-1542	141	16	generalisations	generalisation	NOUN
ajis02-1542	141	17	𝑟0	𝑟0	NOUN
ajis02-1542	141	18	,	,	PUNCT
ajis02-1542	141	19	…	…	PUNCT
ajis02-1542	141	20	,	,	PUNCT
ajis02-1542	141	21	𝑟𝑖.	𝑟𝑖.	INTJ
ajis02-1542	141	22	let	let	VERB
ajis02-1542	141	23	𝑟0	𝑟0	NOUN
ajis02-1542	141	24	,	,	PUNCT
ajis02-1542	141	25	…	…	PUNCT
ajis02-1542	141	26	,	,	PUNCT
ajis02-1542	141	27	𝑟𝑖	𝑟𝑖	VERB
ajis02-1542	141	28	be	be	AUX
ajis02-1542	141	29	redundant	redundant	ADJ
ajis02-1542	141	30	with	with	ADP
ajis02-1542	141	31	respect	respect	NOUN
ajis02-1542	141	32	to	to	ADP
ajis02-1542	141	33	rules	rule	NOUN
ajis02-1542	141	34	𝑟𝑖+1	𝑟𝑖+1	NUM
ajis02-1542	141	35	,	,	PUNCT
ajis02-1542	141	36	…	…	PUNCT
ajis02-1542	141	37	,	,	PUNCT
ajis02-1542	141	38	𝑟𝑛.	𝑟𝑛.	NOUN
ajis02-1542	141	39	despite	despite	SCONJ
ajis02-1542	141	40	being	be	AUX
ajis02-1542	141	41	a	a	DET
ajis02-1542	141	42	redundant	redundant	ADJ
ajis02-1542	141	43	specialisation	specialisation	NOUN
ajis02-1542	141	44	of	of	ADP
ajis02-1542	141	45	other	other	ADJ
ajis02-1542	141	46	rules	rule	NOUN
ajis02-1542	141	47	,	,	PUNCT
ajis02-1542	141	48	r	r	NOUN
ajis02-1542	141	49	is	be	AUX
ajis02-1542	141	50	non	non	ADJ
ajis02-1542	141	51	-	-	ADJ
ajis02-1542	141	52	redundant	redundant	ADJ
ajis02-1542	141	53	with	with	ADP
ajis02-1542	141	54	respect	respect	NOUN
ajis02-1542	141	55	to	to	ADP
ajis02-1542	141	56	all	all	DET
ajis02-1542	141	57	non	non	ADJ
ajis02-1542	141	58	-	-	ADJ
ajis02-1542	141	59	redundant	redundant	ADJ
ajis02-1542	141	60	generalisations	generalisation	NOUN
ajis02-1542	141	61	.	.	PUNCT
ajis02-1542	142	1	we	we	PRON
ajis02-1542	142	2	take	take	VERB
ajis02-1542	142	3	the	the	DET
ajis02-1542	142	4	view	view	NOUN
ajis02-1542	142	5	that	that	SCONJ
ajis02-1542	142	6	in	in	ADP
ajis02-1542	142	7	such	such	DET
ajis02-1542	142	8	a	a	DET
ajis02-1542	142	9	situation	situation	NOUN
ajis02-1542	142	10	,	,	PUNCT
ajis02-1542	142	11	the	the	DET
ajis02-1542	142	12	rule	rule	NOUN
ajis02-1542	142	13	r	r	NOUN
ajis02-1542	142	14	should	should	AUX
ajis02-1542	142	15	be	be	AUX
ajis02-1542	142	16	considered	consider	VERB
ajis02-1542	142	17	non	non	ADJ
ajis02-1542	142	18	-	-	ADJ
ajis02-1542	142	19	redundant	redundant	ADJ
ajis02-1542	142	20	.	.	PUNCT
ajis02-1542	143	1	lemma	lemma	PROPN
ajis02-1542	143	2	2	2	NUM
ajis02-1542	143	3	:	:	PUNCT
ajis02-1542	143	4	using	use	VERB
ajis02-1542	143	5	redundant	redundant	ADJ
ajis02-1542	143	6	rules	rule	NOUN
ajis02-1542	143	7	when	when	SCONJ
ajis02-1542	143	8	evaluating	evaluate	VERB
ajis02-1542	143	9	generalisation	generalisation	NOUN
ajis02-1542	143	10	redundancy	redundancy	NOUN
ajis02-1542	143	11	allows	allow	VERB
ajis02-1542	143	12	for	for	SCONJ
ajis02-1542	143	13	additional	additional	ADJ
ajis02-1542	143	14	rules	rule	NOUN
ajis02-1542	143	15	to	to	PART
ajis02-1542	143	16	be	be	AUX
ajis02-1542	143	17	included	include	VERB
ajis02-1542	143	18	.	.	PUNCT
ajis02-1542	144	1	consider	consider	VERB
ajis02-1542	144	2	three	three	NUM
ajis02-1542	144	3	rules	rule	NOUN
ajis02-1542	144	4	a	a	DET
ajis02-1542	144	5	⇒	⇒	NOUN
ajis02-1542	144	6	d	d	PROPN
ajis02-1542	144	7	,	,	PUNCT
ajis02-1542	144	8	ab	ab	PROPN
ajis02-1542	144	9	⇒	⇒	PROPN
ajis02-1542	145	1	d	d	PROPN
ajis02-1542	145	2	,	,	PUNCT
ajis02-1542	145	3	and	and	CCONJ
ajis02-1542	145	4	abc	abc	PROPN
ajis02-1542	145	5	⇒	⇒	PROPN
ajis02-1542	146	1	d	d	PROPN
ajis02-1542	146	2	generated	generate	VERB
ajis02-1542	146	3	from	from	ADP
ajis02-1542	146	4	the	the	DET
ajis02-1542	146	5	data	datum	NOUN
ajis02-1542	146	6	in	in	ADP
ajis02-1542	146	7	table	table	NOUN
ajis02-1542	146	8	4	4	NUM
ajis02-1542	146	9	using	use	VERB
ajis02-1542	146	10	the	the	DET
ajis02-1542	146	11	confidence	confidence	NOUN
ajis02-1542	146	12	measure	measure	NOUN
ajis02-1542	146	13	with	with	ADP
ajis02-1542	146	14	a	a	DET
ajis02-1542	146	15	threshold	threshold	NOUN
ajis02-1542	146	16	of	of	ADP
ajis02-1542	146	17	0.6	0.6	NUM
ajis02-1542	146	18	.	.	PUNCT
ajis02-1542	147	1	according	accord	VERB
ajis02-1542	147	2	to	to	ADP
ajis02-1542	147	3	definition	definition	NOUN
ajis02-1542	147	4	3	3	NUM
ajis02-1542	147	5	and	and	CCONJ
ajis02-1542	147	6	the	the	DET
ajis02-1542	147	7	confidence	confidence	NOUN
ajis02-1542	147	8	scores	score	NOUN
ajis02-1542	147	9	for	for	ADP
ajis02-1542	147	10	the	the	DET
ajis02-1542	147	11	above	above	ADJ
ajis02-1542	147	12	rules	rule	NOUN
ajis02-1542	147	13	,	,	PUNCT
ajis02-1542	147	14	ab	ab	PROPN
ajis02-1542	147	15	⇒	⇒	PROPN
ajis02-1542	147	16	d	d	X
ajis02-1542	147	17	|	|	ADV
ajis02-1542	147	18	⌐	⌐	PROPN
ajis02-1542	147	19	c	c	PROPN
ajis02-1542	147	20	is	be	AUX
ajis02-1542	147	21	uninteresting	unintereste	VERB
ajis02-1542	147	22	so	so	SCONJ
ajis02-1542	147	23	ab	ab	PROPN
ajis02-1542	147	24	⇒	⇒	PROPN
ajis02-1542	148	1	d	d	X
ajis02-1542	148	2	is	be	AUX
ajis02-1542	148	3	redundant	redundant	ADJ
ajis02-1542	148	4	w.r.t	w.r.t	NOUN
ajis02-1542	148	5	.	.	PUNCT
ajis02-1542	149	1	abc	abc	PROPN
ajis02-1542	149	2	⇒	⇒	PROPN
ajis02-1542	149	3	d.	d.	PROPN
ajis02-1542	149	4	when	when	SCONJ
ajis02-1542	149	5	evaluating	evaluate	VERB
ajis02-1542	149	6	generalisation	generalisation	NOUN
ajis02-1542	149	7	redundancy	redundancy	NOUN
ajis02-1542	149	8	without	without	ADP
ajis02-1542	149	9	redundant	redundant	ADJ
ajis02-1542	149	10	rules	rule	NOUN
ajis02-1542	149	11	,	,	PUNCT
ajis02-1542	149	12	the	the	DET
ajis02-1542	149	13	uninteresting	uninteresting	ADJ
ajis02-1542	149	14	rule	rule	NOUN
ajis02-1542	149	15	a	a	DET
ajis02-1542	149	16	⇒	⇒	NOUN
ajis02-1542	149	17	d	d	X
ajis02-1542	149	18	|	|	ADV
ajis02-1542	149	19	⌐	⌐	PROPN
ajis02-1542	149	20	(	(	PUNCT
ajis02-1542	149	21	bc	bc	PROPN
ajis02-1542	149	22	)	)	PUNCT
ajis02-1542	149	23	implied	imply	VERB
ajis02-1542	149	24	a	a	DET
ajis02-1542	149	25	⇒	⇒	NOUN
ajis02-1542	149	26	d	d	NOUN
ajis02-1542	149	27	is	be	AUX
ajis02-1542	149	28	redundant	redundant	ADJ
ajis02-1542	149	29	.	.	PUNCT
ajis02-1542	150	1	when	when	SCONJ
ajis02-1542	150	2	evaluating	evaluate	VERB
ajis02-1542	150	3	generalisation	generalisation	NOUN
ajis02-1542	150	4	redundancy	redundancy	NOUN
ajis02-1542	150	5	with	with	ADP
ajis02-1542	150	6	redundant	redundant	ADJ
ajis02-1542	150	7	rules	rule	NOUN
ajis02-1542	150	8	,	,	PUNCT
ajis02-1542	150	9	as	as	ADP
ajis02-1542	150	10	a	a	DET
ajis02-1542	150	11	⇒	⇒	NOUN
ajis02-1542	151	1	d	d	X
ajis02-1542	151	2	|	|	ADV
ajis02-1542	151	3	⌐	⌐	NOUN
ajis02-1542	151	4	b	b	NOUN
ajis02-1542	151	5	is	be	AUX
ajis02-1542	151	6	interesting	interesting	ADJ
ajis02-1542	151	7	a	a	DET
ajis02-1542	151	8	⇒	⇒	NOUN
ajis02-1542	151	9	d	d	X
ajis02-1542	151	10	is	be	AUX
ajis02-1542	151	11	non	non	ADJ
ajis02-1542	151	12	-	-	ADJ
ajis02-1542	151	13	redundant	redundant	ADJ
ajis02-1542	151	14	.	.	PUNCT
ajis02-1542	152	1	■	■	PUNCT
ajis02-1542	152	2	we	we	PRON
ajis02-1542	152	3	also	also	ADV
ajis02-1542	152	4	prove	prove	VERB
ajis02-1542	152	5	that	that	SCONJ
ajis02-1542	152	6	whether	whether	SCONJ
ajis02-1542	152	7	or	or	CCONJ
ajis02-1542	152	8	not	not	PART
ajis02-1542	152	9	redundant	redundant	VERB
ajis02-1542	152	10	attributes	attribute	NOUN
ajis02-1542	152	11	are	be	AUX
ajis02-1542	152	12	counted	count	VERB
ajis02-1542	152	13	effects	effect	NOUN
ajis02-1542	152	14	generalisation	generalisation	NOUN
ajis02-1542	152	15	redundancy	redundancy	NOUN
ajis02-1542	152	16	in	in	ADP
ajis02-1542	152	17	lemma	lemma	PROPN
ajis02-1542	152	18	2	2	NUM
ajis02-1542	152	19	.	.	PUNCT
ajis02-1542	153	1	as	as	ADP
ajis02-1542	153	2	above	above	ADV
ajis02-1542	153	3	,	,	PUNCT
ajis02-1542	153	4	we	we	PRON
ajis02-1542	153	5	elect	elect	VERB
ajis02-1542	153	6	not	not	PART
ajis02-1542	153	7	to	to	PART
ajis02-1542	153	8	allow	allow	VERB
ajis02-1542	153	9	redundant	redundant	ADJ
ajis02-1542	153	10	rules	rule	NOUN
ajis02-1542	153	11	to	to	PART
ajis02-1542	153	12	influence	influence	VERB
ajis02-1542	153	13	the	the	DET
ajis02-1542	153	14	redundancy	redundancy	NOUN
ajis02-1542	153	15	of	of	ADP
ajis02-1542	153	16	another	another	DET
ajis02-1542	153	17	rule	rule	NOUN
ajis02-1542	153	18	.	.	PUNCT
ajis02-1542	154	1	in	in	ADP
ajis02-1542	154	2	contrast	contrast	NOUN
ajis02-1542	154	3	to	to	ADP
ajis02-1542	154	4	specialisation	specialisation	NOUN
ajis02-1542	154	5	redundancy	redundancy	NOUN
ajis02-1542	154	6	,	,	PUNCT
ajis02-1542	154	7	this	this	PRON
ajis02-1542	154	8	will	will	AUX
ajis02-1542	154	9	lead	lead	VERB
ajis02-1542	154	10	to	to	ADP
ajis02-1542	154	11	the	the	DET
ajis02-1542	154	12	exclusion	exclusion	NOUN
ajis02-1542	154	13	of	of	ADP
ajis02-1542	154	14	additional	additional	ADJ
ajis02-1542	154	15	rules	rule	NOUN
ajis02-1542	154	16	(	(	PUNCT
ajis02-1542	154	17	comparing	compare	VERB
ajis02-1542	154	18	against	against	ADP
ajis02-1542	154	19	additional	additional	ADJ
ajis02-1542	154	20	rules	rule	NOUN
ajis02-1542	154	21	raises	raise	VERB
ajis02-1542	154	22	the	the	DET
ajis02-1542	154	23	chance	chance	NOUN
ajis02-1542	154	24	of	of	ADP
ajis02-1542	154	25	inclusion	inclusion	NOUN
ajis02-1542	154	26	as	as	SCONJ
ajis02-1542	154	27	generalisation	generalisation	NOUN
ajis02-1542	154	28	redundancy	redundancy	NOUN
ajis02-1542	154	29	requires	require	VERB
ajis02-1542	154	30	a	a	DET
ajis02-1542	154	31	rule	rule	NOUN
ajis02-1542	154	32	be	be	AUX
ajis02-1542	154	33	uninteresting	unintereste	VERB
ajis02-1542	154	34	with	with	ADP
ajis02-1542	154	35	respect	respect	NOUN
ajis02-1542	154	36	to	to	ADP
ajis02-1542	154	37	all	all	DET
ajis02-1542	154	38	its	its	PRON
ajis02-1542	154	39	specialisations	specialisation	NOUN
ajis02-1542	154	40	)	)	PUNCT
ajis02-1542	154	41	.	.	PUNCT
ajis02-1542	155	1	lemma	lemma	PROPN
ajis02-1542	155	2	1	1	NUM
ajis02-1542	155	3	:	:	PUNCT
ajis02-1542	155	4	specialisation	specialisation	NOUN
ajis02-1542	155	5	redundancy	redundancy	NOUN
ajis02-1542	155	6	is	be	AUX
ajis02-1542	155	7	nontransitive	nontransitive	ADJ
ajis02-1542	155	8	.	.	PUNCT
ajis02-1542	156	1	let	let	VERB
ajis02-1542	156	2	a	a	DET
ajis02-1542	156	3	⇒	⇒	NOUN
ajis02-1542	156	4	d	d	PROPN
ajis02-1542	156	5	,	,	PUNCT
ajis02-1542	156	6	ab	ab	PROPN
ajis02-1542	156	7	⇒	⇒	PROPN
ajis02-1542	157	1	d	d	PROPN
ajis02-1542	157	2	,	,	PUNCT
ajis02-1542	157	3	and	and	CCONJ
ajis02-1542	157	4	abc	abc	PROPN
ajis02-1542	157	5	⇒	⇒	PROPN
ajis02-1542	157	6	d	d	AUX
ajis02-1542	157	7	be	be	VERB
ajis02-1542	157	8	three	three	NUM
ajis02-1542	157	9	rules	rule	NOUN
ajis02-1542	157	10	generated	generate	VERB
ajis02-1542	157	11	from	from	ADP
ajis02-1542	157	12	data	datum	NOUN
ajis02-1542	157	13	in	in	ADP
ajis02-1542	157	14	table	table	NOUN
ajis02-1542	157	15	3	3	NUM
ajis02-1542	157	16	using	use	VERB
ajis02-1542	157	17	the	the	DET
ajis02-1542	157	18	log	log	NOUN
ajis02-1542	157	19	of	of	ADP
ajis02-1542	157	20	fishers	fisher	NOUN
ajis02-1542	157	21	p.	p.	NOUN
ajis02-1542	157	22	as	as	ADP
ajis02-1542	157	23	the	the	DET
ajis02-1542	157	24	interestingness	interestingness	NOUN
ajis02-1542	157	25	of	of	ADP
ajis02-1542	157	26	the	the	DET
ajis02-1542	157	27	rules	rule	NOUN
ajis02-1542	158	1	ab	ab	PROPN
ajis02-1542	158	2	⇒	⇒	PROPN
ajis02-1542	158	3	d	d	PROPN
ajis02-1542	158	4	and	and	CCONJ
ajis02-1542	158	5	a	a	DET
ajis02-1542	158	6	⇒	⇒	NOUN
ajis02-1542	159	1	d	d	X
ajis02-1542	159	2	|	|	ADV
ajis02-1542	159	3	b	b	NOUN
ajis02-1542	159	4	is	be	AUX
ajis02-1542	159	5	worse	bad	ADJ
ajis02-1542	159	6	than	than	ADP
ajis02-1542	159	7	that	that	PRON
ajis02-1542	159	8	of	of	ADP
ajis02-1542	159	9	the	the	DET
ajis02-1542	159	10	rule	rule	NOUN
ajis02-1542	159	11	a	a	DET
ajis02-1542	159	12	⇒	⇒	NOUN
ajis02-1542	160	1	d	d	PROPN
ajis02-1542	160	2	,	,	PUNCT
ajis02-1542	160	3	ab	ab	PROPN
ajis02-1542	160	4	⇒	⇒	PROPN
ajis02-1542	160	5	d	d	X
ajis02-1542	160	6	is	be	AUX
ajis02-1542	160	7	redundant	redundant	ADJ
ajis02-1542	160	8	w.r.t	w.r.t	NOUN
ajis02-1542	160	9	.	.	PUNCT
ajis02-1542	161	1	a	a	DET
ajis02-1542	161	2	⇒	⇒	X
ajis02-1542	161	3	d.	d.	PROPN
ajis02-1542	161	4	as	as	ADP
ajis02-1542	161	5	the	the	DET
ajis02-1542	161	6	interestingness	interestingness	NOUN
ajis02-1542	161	7	of	of	ADP
ajis02-1542	161	8	the	the	DET
ajis02-1542	161	9	rules	rule	NOUN
ajis02-1542	161	10	abc	abc	PROPN
ajis02-1542	161	11	⇒	⇒	PROPN
ajis02-1542	161	12	d	d	PROPN
ajis02-1542	161	13	and	and	CCONJ
ajis02-1542	161	14	ab	ab	PROPN
ajis02-1542	161	15	⇒	⇒	PROPN
ajis02-1542	162	1	d	d	X
ajis02-1542	162	2	|	|	ADV
ajis02-1542	162	3	c	c	PROPN
ajis02-1542	162	4	is	be	AUX
ajis02-1542	162	5	worse	bad	ADJ
ajis02-1542	162	6	than	than	ADP
ajis02-1542	162	7	that	that	PRON
ajis02-1542	162	8	of	of	ADP
ajis02-1542	162	9	the	the	DET
ajis02-1542	162	10	rule	rule	NOUN
ajis02-1542	162	11	ab	ab	PROPN
ajis02-1542	162	12	⇒	⇒	PROPN
ajis02-1542	163	1	d	d	PROPN
ajis02-1542	163	2	,	,	PUNCT
ajis02-1542	163	3	abc	abc	PROPN
ajis02-1542	163	4	⇒	⇒	PROPN
ajis02-1542	163	5	d	d	X
ajis02-1542	163	6	is	be	AUX
ajis02-1542	163	7	redundant	redundant	ADJ
ajis02-1542	163	8	w.r.t	w.r.t	NOUN
ajis02-1542	163	9	.	.	PUNCT
ajis02-1542	164	1	ab	ab	PROPN
ajis02-1542	164	2	⇒	⇒	PROPN
ajis02-1542	164	3	d.	d.	PROPN
ajis02-1542	164	4	as	as	ADP
ajis02-1542	164	5	the	the	DET
ajis02-1542	164	6	interestingness	interestingness	NOUN
ajis02-1542	164	7	of	of	ADP
ajis02-1542	164	8	the	the	DET
ajis02-1542	164	9	rule	rule	NOUN
ajis02-1542	164	10	a	a	DET
ajis02-1542	164	11	⇒	⇒	NOUN
ajis02-1542	165	1	d	d	X
ajis02-1542	165	2	|	|	ADV
ajis02-1542	165	3	bc	bc	PROPN
ajis02-1542	165	4	is	be	AUX
ajis02-1542	165	5	better	well	ADJ
ajis02-1542	165	6	than	than	ADP
ajis02-1542	165	7	that	that	PRON
ajis02-1542	165	8	of	of	ADP
ajis02-1542	165	9	the	the	DET
ajis02-1542	165	10	rule	rule	NOUN
ajis02-1542	165	11	a	a	DET
ajis02-1542	165	12	⇒	⇒	NOUN
ajis02-1542	166	1	d	d	NOUN
ajis02-1542	166	2	,	,	PUNCT
ajis02-1542	166	3	the	the	DET
ajis02-1542	166	4	rule	rule	NOUN
ajis02-1542	166	5	abc	abc	PROPN
ajis02-1542	166	6	⇒	⇒	PROPN
ajis02-1542	166	7	d	d	PROPN
ajis02-1542	166	8	is	be	AUX
ajis02-1542	166	9	non	non	ADJ
ajis02-1542	166	10	-	-	ADJ
ajis02-1542	166	11	redundant	redundant	ADJ
ajis02-1542	166	12	w.r.t	w.r.t	NOUN
ajis02-1542	166	13	.	.	PUNCT
ajis02-1542	167	1	a	a	DET
ajis02-1542	167	2	⇒	⇒	PROPN
ajis02-1542	167	3	d.	d.	PROPN
ajis02-1542	167	4	■	■	PUNCT
ajis02-1542	167	5	not	not	PART
ajis02-1542	167	6	using	use	VERB
ajis02-1542	167	7	redundant	redundant	ADJ
ajis02-1542	167	8	rules	rule	NOUN
ajis02-1542	167	9	to	to	PART
ajis02-1542	167	10	support	support	VERB
ajis02-1542	167	11	retaining	retain	VERB
ajis02-1542	167	12	otherwise	otherwise	ADV
ajis02-1542	167	13	redundant	redundant	ADJ
ajis02-1542	167	14	generalisations	generalisation	NOUN
ajis02-1542	167	15	can	can	AUX
ajis02-1542	167	16	produce	produce	VERB
ajis02-1542	167	17	the	the	DET
ajis02-1542	167	18	following	follow	VERB
ajis02-1542	167	19	interesting	interesting	ADJ
ajis02-1542	167	20	situation	situation	NOUN
ajis02-1542	167	21	.	.	PUNCT
ajis02-1542	168	1	assume	assume	VERB
ajis02-1542	168	2	a	a	DET
ajis02-1542	168	3	rule	rule	NOUN
ajis02-1542	168	4	r1	r1	NOUN
ajis02-1542	168	5	:	:	PUNCT
ajis02-1542	168	6	y	y	PROPN
ajis02-1542	168	7	⇒	⇒	VERB
ajis02-1542	168	8	a	a	DET
ajis02-1542	168	9	where	where	SCONJ
ajis02-1542	168	10	conf(y	conf(y	NOUN
ajis02-1542	168	11	⇒	⇒	VERB
ajis02-1542	168	12	a	a	X
ajis02-1542	168	13	)	)	PUNCT
ajis02-1542	168	14	=	=	SYM
ajis02-1542	168	15	1	1	NUM
ajis02-1542	168	16	and	and	CCONJ
ajis02-1542	168	17	supp(y)=	supp(y)=	PROPN
ajis02-1542	168	18	supp(a	supp(a	PROPN
ajis02-1542	168	19	)	)	PUNCT
ajis02-1542	168	20	.	.	PUNCT
ajis02-1542	169	1	then	then	ADV
ajis02-1542	169	2	for	for	ADP
ajis02-1542	169	3	all	all	DET
ajis02-1542	169	4	rules	rule	NOUN
ajis02-1542	169	5	of	of	ADP
ajis02-1542	169	6	the	the	DET
ajis02-1542	169	7	form	form	NOUN
ajis02-1542	169	8	r1	r1	NOUN
ajis02-1542	169	9	x	x	X
ajis02-1542	169	10	⇒	⇒	VERB
ajis02-1542	169	11	a	a	PRON
ajis02-1542	169	12	where	where	SCONJ
ajis02-1542	169	13	y	y	PROPN
ajis02-1542	169	14	=	=	PROPN
ajis02-1542	169	15	xq	xq	X
ajis02-1542	169	16	(	(	PUNCT
ajis02-1542	169	17	i.e.	i.e.	X
ajis02-1542	169	18	generalisations	generalisation	NOUN
ajis02-1542	169	19	of	of	ADP
ajis02-1542	169	20	y	y	PROPN
ajis02-1542	169	21	⇒	⇒	PROPN
ajis02-1542	169	22	a	a	PRON
ajis02-1542	169	23	)	)	PUNCT
ajis02-1542	169	24	,	,	PUNCT
ajis02-1542	169	25	the	the	DET
ajis02-1542	169	26	frequency	frequency	NOUN
ajis02-1542	169	27	of	of	ADP
ajis02-1542	169	28	x	x	NOUN
ajis02-1542	169	29	⌐	⌐	NOUN
ajis02-1542	169	30	qa	qa	PROPN
ajis02-1542	169	31	will	will	AUX
ajis02-1542	169	32	be	be	AUX
ajis02-1542	169	33	0	0	NUM
ajis02-1542	169	34	,	,	PUNCT
ajis02-1542	169	35	and	and	CCONJ
ajis02-1542	169	36	the	the	DET
ajis02-1542	169	37	rule	rule	NOUN
ajis02-1542	169	38	x	x	NOUN
ajis02-1542	169	39	⌐	⌐	NOUN
ajis02-1542	169	40	q	q	AUX
ajis02-1542	169	41	⇒	⇒	NOUN
ajis02-1542	169	42	a	a	PRON
ajis02-1542	169	43	will	will	AUX
ajis02-1542	169	44	be	be	AUX
ajis02-1542	169	45	uninteresting	uninteresting	ADJ
ajis02-1542	169	46	.	.	PUNCT
ajis02-1542	170	1	by	by	ADP
ajis02-1542	170	2	definition	definition	NOUN
ajis02-1542	170	3	3	3	NUM
ajis02-1542	170	4	,	,	PUNCT
ajis02-1542	170	5	r1	r1	PROPN
ajis02-1542	170	6	is	be	AUX
ajis02-1542	170	7	the	the	DET
ajis02-1542	170	8	only	only	ADJ
ajis02-1542	170	9	possible	possible	ADJ
ajis02-1542	170	10	non	non	ADJ
ajis02-1542	170	11	-	-	ADJ
ajis02-1542	170	12	redundant	redundant	ADJ
ajis02-1542	170	13	rule	rule	NOUN
ajis02-1542	170	14	with	with	ADP
ajis02-1542	170	15	consequent	consequent	ADJ
ajis02-1542	170	16	a.	a.	NOUN
ajis02-1542	170	17	australasian	australasian	ADJ
ajis02-1542	170	18	journal	journal	NOUN
ajis02-1542	170	19	of	of	ADP
ajis02-1542	170	20	information	information	NOUN
ajis02-1542	170	21	systems	system	NOUN
ajis02-1542	170	22	petersen	petersen	PROPN
ajis02-1542	170	23	,	,	PUNCT
ajis02-1542	170	24	poon	poon	NOUN
ajis02-1542	170	25	j	j	PROPN
ajis02-1542	170	26	,	,	PUNCT
ajis02-1542	170	27	poon	poon	NOUN
ajis02-1542	170	28	s	s	PROPN
ajis02-1542	170	29	&	&	CCONJ
ajis02-1542	170	30	loy	loy	PROPN
ajis02-1542	170	31	2017	2017	NUM
ajis02-1542	170	32	,	,	PUNCT
ajis02-1542	170	33	vol	vol	NOUN
ajis02-1542	170	34	21	21	NUM
ajis02-1542	170	35	,	,	PUNCT
ajis02-1542	170	36	selected	select	VERB
ajis02-1542	170	37	papers	paper	NOUN
ajis02-1542	170	38	from	from	ADP
ajis02-1542	170	39	ausdm	ausdm	NOUN
ajis02-1542	170	40	better	well	ADJ
ajis02-1542	170	41	rulesets	ruleset	NOUN
ajis02-1542	170	42	by	by	ADP
ajis02-1542	170	43	removing	remove	VERB
ajis02-1542	170	44	redundancy	redundancy	NOUN
ajis02-1542	170	45	8	8	NUM
ajis02-1542	170	46	while	while	SCONJ
ajis02-1542	170	47	it	it	PRON
ajis02-1542	170	48	may	may	AUX
ajis02-1542	170	49	in	in	ADP
ajis02-1542	170	50	fact	fact	NOUN
ajis02-1542	170	51	be	be	AUX
ajis02-1542	170	52	desirable	desirable	ADJ
ajis02-1542	170	53	to	to	PART
ajis02-1542	170	54	keep	keep	VERB
ajis02-1542	170	55	such	such	DET
ajis02-1542	170	56	a	a	DET
ajis02-1542	170	57	rule	rule	NOUN
ajis02-1542	170	58	,	,	PUNCT
ajis02-1542	170	59	care	care	NOUN
ajis02-1542	170	60	must	must	AUX
ajis02-1542	170	61	be	be	AUX
ajis02-1542	170	62	taken	take	VERB
ajis02-1542	170	63	to	to	PART
ajis02-1542	170	64	avoid	avoid	VERB
ajis02-1542	170	65	confounding	confound	VERB
ajis02-1542	170	66	caused	cause	VERB
ajis02-1542	170	67	by	by	ADP
ajis02-1542	170	68	the	the	DET
ajis02-1542	170	69	addition	addition	NOUN
ajis02-1542	170	70	of	of	ADP
ajis02-1542	170	71	independent	independent	ADJ
ajis02-1542	170	72	attributes	attribute	NOUN
ajis02-1542	170	73	.	.	PUNCT
ajis02-1542	171	1	we	we	PRON
ajis02-1542	171	2	demonstrate	demonstrate	VERB
ajis02-1542	171	3	how	how	SCONJ
ajis02-1542	171	4	such	such	ADJ
ajis02-1542	171	5	confounding	confounding	NOUN
ajis02-1542	171	6	might	might	AUX
ajis02-1542	171	7	occur	occur	VERB
ajis02-1542	171	8	by	by	ADP
ajis02-1542	171	9	providing	provide	VERB
ajis02-1542	171	10	an	an	DET
ajis02-1542	171	11	extension	extension	NOUN
ajis02-1542	171	12	of	of	ADP
ajis02-1542	171	13	the	the	DET
ajis02-1542	171	14	above	above	ADJ
ajis02-1542	171	15	example	example	NOUN
ajis02-1542	171	16	.	.	PUNCT
ajis02-1542	172	1	consider	consider	VERB
ajis02-1542	172	2	the	the	DET
ajis02-1542	172	3	rule	rule	NOUN
ajis02-1542	172	4	yz	yz	PROPN
ajis02-1542	172	5	⇒	⇒	NOUN
ajis02-1542	172	6	a	a	PRON
ajis02-1542	172	7	for	for	ADP
ajis02-1542	172	8	some	some	DET
ajis02-1542	172	9	variable	variable	ADJ
ajis02-1542	172	10	z	z	NOUN
ajis02-1542	172	11	where	where	SCONJ
ajis02-1542	172	12	supp(za	supp(za	NOUN
ajis02-1542	172	13	)	)	PUNCT
ajis02-1542	172	14	=	=	SYM
ajis02-1542	173	1	1	1	X
ajis02-1542	173	2	.	.	PUNCT
ajis02-1542	174	1	it	it	PRON
ajis02-1542	174	2	is	be	AUX
ajis02-1542	174	3	simple	simple	ADJ
ajis02-1542	174	4	to	to	PART
ajis02-1542	174	5	see	see	VERB
ajis02-1542	174	6	that	that	SCONJ
ajis02-1542	174	7	conf(yz	conf(yz	INTJ
ajis02-1542	174	8	⇒	⇒	NOUN
ajis02-1542	174	9	a	a	PRON
ajis02-1542	174	10	)	)	PUNCT
ajis02-1542	174	11	=	=	SYM
ajis02-1542	174	12	1	1	NUM
ajis02-1542	174	13	,	,	PUNCT
ajis02-1542	174	14	supp(yz)=supp(a	supp(yz)=supp(a	NOUN
ajis02-1542	174	15	)	)	PUNCT
ajis02-1542	174	16	,	,	PUNCT
ajis02-1542	174	17	and	and	CCONJ
ajis02-1542	174	18	freq(y	freq(y	PROPN
ajis02-1542	174	19	⌐	⌐	PROPN
ajis02-1542	174	20	za	za	NOUN
ajis02-1542	174	21	)	)	PUNCT
ajis02-1542	174	22	=	=	SYM
ajis02-1542	174	23	0	0	X
ajis02-1542	174	24	.	.	PUNCT
ajis02-1542	175	1	the	the	DET
ajis02-1542	175	2	rule	rule	NOUN
ajis02-1542	175	3	y	y	PROPN
ajis02-1542	175	4	⇒	⇒	VERB
ajis02-1542	175	5	a	a	PRON
ajis02-1542	175	6	will	will	AUX
ajis02-1542	175	7	be	be	AUX
ajis02-1542	175	8	considered	consider	VERB
ajis02-1542	175	9	redundant	redundant	ADJ
ajis02-1542	175	10	.	.	PUNCT
ajis02-1542	176	1	(	(	PUNCT
ajis02-1542	176	2	a	a	X
ajis02-1542	176	3	)	)	PUNCT
ajis02-1542	176	4	(	(	PUNCT
ajis02-1542	176	5	b	b	NOUN
ajis02-1542	176	6	)	)	PUNCT
ajis02-1542	176	7	attr	attr	ADJ
ajis02-1542	176	8	freq	freq	NOUN
ajis02-1542	176	9	.	.	PUNCT
ajis02-1542	177	1	rule	rule	NOUN
ajis02-1542	177	2	conf	conf	PROPN
ajis02-1542	177	3	abcd	abcd	PROPN
ajis02-1542	177	4	60	60	NUM
ajis02-1542	177	5	a	a	DET
ajis02-1542	177	6	⇒	⇒	NOUN
ajis02-1542	178	1	d	d	PROPN
ajis02-1542	178	2	0.90	0.90	NUM
ajis02-1542	178	3	ab	ab	PROPN
ajis02-1542	178	4	20	20	NUM
ajis02-1542	178	5	ab	ab	PROPN
ajis02-1542	178	6	⇒	⇒	PROPN
ajis02-1542	178	7	d	d	PROPN
ajis02-1542	178	8	0.75	0.75	NUM
ajis02-1542	178	9	acd	acd	NOUN
ajis02-1542	178	10	10	10	NUM
ajis02-1542	178	11	abc	abc	PROPN
ajis02-1542	178	12	⇒	⇒	PROPN
ajis02-1542	178	13	d	d	PROPN
ajis02-1542	179	1	1.00	1.00	NUM
ajis02-1542	179	2	ad	ad	NOUN
ajis02-1542	179	3	10	10	NUM
ajis02-1542	179	4	a	a	DET
ajis02-1542	179	5	⇒	⇒	NOUN
ajis02-1542	179	6	d|	d|	PROPN
ajis02-1542	179	7	⌐	⌐	PROPN
ajis02-1542	179	8	b	b	PROPN
ajis02-1542	179	9	1.00	1.00	NUM
ajis02-1542	179	10	a	a	DET
ajis02-1542	179	11	⇒	⇒	NOUN
ajis02-1542	179	12	d|	d|	PROPN
ajis02-1542	179	13	⌐	⌐	PROPN
ajis02-1542	179	14	b	b	PROPN
ajis02-1542	179	15	⌐	⌐	PROPN
ajis02-1542	179	16	c	c	PROPN
ajis02-1542	179	17	0.50	0.50	NUM
ajis02-1542	179	18	ab	ab	PROPN
ajis02-1542	179	19	⇒	⇒	PROPN
ajis02-1542	179	20	d|	d|	PROPN
ajis02-1542	179	21	⌐	⌐	PROPN
ajis02-1542	179	22	c	c	PROPN
ajis02-1542	179	23	0.00	0.00	NUM
ajis02-1542	179	24	table	table	NOUN
ajis02-1542	179	25	4	4	NUM
ajis02-1542	179	26	:	:	PUNCT
ajis02-1542	179	27	sample	sample	NOUN
ajis02-1542	179	28	data	datum	NOUN
ajis02-1542	179	29	and	and	CCONJ
ajis02-1542	179	30	rules	rule	NOUN
ajis02-1542	179	31	for	for	ADP
ajis02-1542	179	32	lemma	lemma	PROPN
ajis02-1542	179	33	2	2	NUM
ajis02-1542	179	34	.	.	PUNCT
ajis02-1542	179	35	by	by	ADP
ajis02-1542	179	36	occam	occam	PROPN
ajis02-1542	179	37	's	's	PART
ajis02-1542	179	38	razor	razor	NOUN
ajis02-1542	179	39	we	we	PRON
ajis02-1542	179	40	prefer	prefer	VERB
ajis02-1542	179	41	a	a	DET
ajis02-1542	179	42	more	more	ADV
ajis02-1542	179	43	general	general	ADJ
ajis02-1542	179	44	rule	rule	NOUN
ajis02-1542	179	45	over	over	ADP
ajis02-1542	179	46	its	its	PRON
ajis02-1542	179	47	specialisations	specialisation	NOUN
ajis02-1542	179	48	unless	unless	SCONJ
ajis02-1542	179	49	evidence	evidence	NOUN
ajis02-1542	179	50	can	can	AUX
ajis02-1542	179	51	be	be	AUX
ajis02-1542	179	52	obtained	obtain	VERB
ajis02-1542	179	53	to	to	PART
ajis02-1542	179	54	suggest	suggest	VERB
ajis02-1542	179	55	otherwise	otherwise	ADV
ajis02-1542	179	56	.	.	PUNCT
ajis02-1542	180	1	using	use	VERB
ajis02-1542	180	2	only	only	ADJ
ajis02-1542	180	3	generalisation	generalisation	NOUN
ajis02-1542	180	4	redundancy	redundancy	NOUN
ajis02-1542	180	5	can	can	AUX
ajis02-1542	180	6	violate	violate	VERB
ajis02-1542	180	7	this	this	DET
ajis02-1542	180	8	principle	principle	NOUN
ajis02-1542	180	9	as	as	SCONJ
ajis02-1542	180	10	no	no	DET
ajis02-1542	180	11	evidence	evidence	NOUN
ajis02-1542	180	12	is	be	AUX
ajis02-1542	180	13	ever	ever	ADV
ajis02-1542	180	14	considered	consider	VERB
ajis02-1542	180	15	to	to	PART
ajis02-1542	180	16	support	support	VERB
ajis02-1542	180	17	yz	yz	PROPN
ajis02-1542	180	18	⇒	⇒	PROPN
ajis02-1542	180	19	a	a	PRON
ajis02-1542	180	20	over	over	ADP
ajis02-1542	180	21	y	y	PROPN
ajis02-1542	180	22	⇒	⇒	PROPN
ajis02-1542	180	23	a.	a.	NOUN
ajis02-1542	180	24	in	in	ADP
ajis02-1542	180	25	the	the	DET
ajis02-1542	180	26	worst	bad	ADJ
ajis02-1542	180	27	case	case	NOUN
ajis02-1542	180	28	,	,	PUNCT
ajis02-1542	180	29	for	for	ADP
ajis02-1542	180	30	a	a	DET
ajis02-1542	180	31	given	give	VERB
ajis02-1542	180	32	consequent	consequent	NOUN
ajis02-1542	180	33	only	only	ADV
ajis02-1542	180	34	one	one	NUM
ajis02-1542	180	35	highly	highly	ADV
ajis02-1542	180	36	specific	specific	ADJ
ajis02-1542	180	37	rule	rule	NOUN
ajis02-1542	180	38	will	will	AUX
ajis02-1542	180	39	be	be	AUX
ajis02-1542	180	40	selected	select	VERB
ajis02-1542	180	41	with	with	ADP
ajis02-1542	180	42	all	all	DET
ajis02-1542	180	43	others	other	NOUN
ajis02-1542	180	44	being	be	AUX
ajis02-1542	180	45	made	make	VERB
ajis02-1542	180	46	redundant	redundant	ADJ
ajis02-1542	180	47	.	.	PUNCT
ajis02-1542	181	1	therefore	therefore	ADV
ajis02-1542	181	2	specialisation	specialisation	NOUN
ajis02-1542	181	3	(	(	PUNCT
ajis02-1542	181	4	or	or	CCONJ
ajis02-1542	181	5	classical	classical	ADJ
ajis02-1542	181	6	)	)	PUNCT
ajis02-1542	181	7	redundancy	redundancy	NOUN
ajis02-1542	181	8	should	should	AUX
ajis02-1542	181	9	usually	usually	ADV
ajis02-1542	181	10	be	be	AUX
ajis02-1542	181	11	employed	employ	VERB
ajis02-1542	181	12	before	before	ADP
ajis02-1542	181	13	generalisation	generalisation	NOUN
ajis02-1542	181	14	redundancy	redundancy	NOUN
ajis02-1542	181	15	.	.	PUNCT
ajis02-1542	182	1	we	we	PRON
ajis02-1542	182	2	note	note	VERB
ajis02-1542	182	3	however	however	ADV
ajis02-1542	182	4	that	that	SCONJ
ajis02-1542	182	5	in	in	ADP
ajis02-1542	182	6	some	some	DET
ajis02-1542	182	7	cases	case	NOUN
ajis02-1542	182	8	(	(	PUNCT
ajis02-1542	182	9	such	such	ADJ
ajis02-1542	182	10	as	as	ADP
ajis02-1542	182	11	those	those	PRON
ajis02-1542	182	12	where	where	SCONJ
ajis02-1542	182	13	we	we	PRON
ajis02-1542	182	14	prefer	prefer	VERB
ajis02-1542	182	15	to	to	PART
ajis02-1542	182	16	generate	generate	VERB
ajis02-1542	182	17	more	more	ADV
ajis02-1542	182	18	specific	specific	ADJ
ajis02-1542	182	19	rules	rule	NOUN
ajis02-1542	182	20	)	)	PUNCT
ajis02-1542	182	21	,	,	PUNCT
ajis02-1542	182	22	generalisation	generalisation	NOUN
ajis02-1542	182	23	redundancy	redundancy	NOUN
ajis02-1542	182	24	may	may	AUX
ajis02-1542	182	25	be	be	AUX
ajis02-1542	182	26	applied	apply	VERB
ajis02-1542	182	27	first	first	ADV
ajis02-1542	182	28	.	.	PUNCT
ajis02-1542	183	1	4	4	NUM
ajis02-1542	183	2	rule	rule	NOUN
ajis02-1542	183	3	mining	mining	NOUN
ajis02-1542	183	4	algorithm	algorithm	NOUN
ajis02-1542	183	5	pseudocode	pseudocode	NOUN
ajis02-1542	183	6	for	for	ADP
ajis02-1542	183	7	our	our	PRON
ajis02-1542	183	8	algorithm	algorithm	NOUN
ajis02-1542	183	9	(	(	PUNCT
ajis02-1542	183	10	an	an	DET
ajis02-1542	183	11	extension	extension	NOUN
ajis02-1542	183	12	of	of	ADP
ajis02-1542	183	13	the	the	DET
ajis02-1542	183	14	kingfisher	kingfisher	NOUN
ajis02-1542	183	15	algorithm	algorithm	NOUN
ajis02-1542	183	16	(	(	PUNCT
ajis02-1542	183	17	hämäläinen	hämäläinen	NOUN
ajis02-1542	183	18	2010	2010	NUM
ajis02-1542	183	19	,	,	PUNCT
ajis02-1542	183	20	hämäläinen	hämäläinen	NOUN
ajis02-1542	183	21	2012	2012	NUM
ajis02-1542	183	22	)	)	PUNCT
ajis02-1542	183	23	is	be	AUX
ajis02-1542	183	24	given	give	VERB
ajis02-1542	183	25	in	in	ADP
ajis02-1542	183	26	algorithm	algorithm	NOUN
ajis02-1542	183	27	1	1	NUM
ajis02-1542	183	28	.	.	PUNCT
ajis02-1542	184	1	we	we	PRON
ajis02-1542	184	2	find	find	VERB
ajis02-1542	184	3	non	non	ADJ
ajis02-1542	184	4	-	-	ADJ
ajis02-1542	184	5	redundant	redundant	ADJ
ajis02-1542	184	6	rules	rule	NOUN
ajis02-1542	184	7	using	use	VERB
ajis02-1542	184	8	the	the	DET
ajis02-1542	184	9	natural	natural	ADJ
ajis02-1542	184	10	log	log	NOUN
ajis02-1542	184	11	of	of	ADP
ajis02-1542	184	12	fisher	fisher	PROPN
ajis02-1542	184	13	's	's	PART
ajis02-1542	184	14	p	p	NOUN
ajis02-1542	184	15	value	value	NOUN
ajis02-1542	184	16	(	(	PUNCT
ajis02-1542	184	17	a	a	DET
ajis02-1542	184	18	decreasing	decrease	VERB
ajis02-1542	184	19	measure	measure	NOUN
ajis02-1542	184	20	)	)	PUNCT
ajis02-1542	184	21	in	in	ADP
ajis02-1542	184	22	a	a	DET
ajis02-1542	184	23	three	three	NUM
ajis02-1542	184	24	stage	stage	NOUN
ajis02-1542	184	25	process	process	NOUN
ajis02-1542	184	26	:	:	PUNCT
ajis02-1542	184	27	1	1	X
ajis02-1542	184	28	.	.	X
ajis02-1542	184	29	all	all	DET
ajis02-1542	184	30	potentially	potentially	ADV
ajis02-1542	184	31	non	non	ADJ
ajis02-1542	184	32	-	-	ADJ
ajis02-1542	184	33	redundant	redundant	ADJ
ajis02-1542	184	34	rules	rule	NOUN
ajis02-1542	184	35	with	with	ADP
ajis02-1542	184	36	some	some	DET
ajis02-1542	184	37	minimum	minimum	ADJ
ajis02-1542	184	38	log	log	NOUN
ajis02-1542	184	39	p	p	NOUN
ajis02-1542	184	40	-	-	PUNCT
ajis02-1542	184	41	value	value	NOUN
ajis02-1542	184	42	are	be	AUX
ajis02-1542	184	43	identified	identify	VERB
ajis02-1542	184	44	.	.	PUNCT
ajis02-1542	185	1	2	2	X
ajis02-1542	185	2	.	.	X
ajis02-1542	185	3	rules	rule	NOUN
ajis02-1542	185	4	identified	identify	VERB
ajis02-1542	185	5	in	in	ADP
ajis02-1542	185	6	stage	stage	NOUN
ajis02-1542	185	7	1	1	NUM
ajis02-1542	185	8	are	be	AUX
ajis02-1542	185	9	examined	examine	VERB
ajis02-1542	185	10	and	and	CCONJ
ajis02-1542	185	11	specialisation	specialisation	NOUN
ajis02-1542	185	12	redundant	redundant	ADJ
ajis02-1542	185	13	rules	rule	NOUN
ajis02-1542	185	14	are	be	AUX
ajis02-1542	185	15	pruned	prune	VERB
ajis02-1542	185	16	.	.	PUNCT
ajis02-1542	186	1	3	3	X
ajis02-1542	186	2	.	.	X
ajis02-1542	186	3	remaining	remain	VERB
ajis02-1542	186	4	rules	rule	NOUN
ajis02-1542	186	5	are	be	AUX
ajis02-1542	186	6	examined	examine	VERB
ajis02-1542	186	7	and	and	CCONJ
ajis02-1542	186	8	generalisation	generalisation	NOUN
ajis02-1542	186	9	redundant	redundant	ADJ
ajis02-1542	186	10	rules	rule	NOUN
ajis02-1542	186	11	are	be	AUX
ajis02-1542	186	12	pruned	prune	VERB
ajis02-1542	186	13	.	.	PUNCT
ajis02-1542	187	1	stage	stage	NOUN
ajis02-1542	187	2	1	1	NUM
ajis02-1542	187	3	is	be	AUX
ajis02-1542	187	4	a	a	DET
ajis02-1542	187	5	bfs	bfs	NOUN
ajis02-1542	187	6	over	over	ADP
ajis02-1542	187	7	itemsets	itemset	NOUN
ajis02-1542	187	8	,	,	PUNCT
ajis02-1542	187	9	which	which	PRON
ajis02-1542	187	10	is	be	AUX
ajis02-1542	187	11	described	describe	VERB
ajis02-1542	187	12	in	in	ADP
ajis02-1542	187	13	algorithm	algorithm	NOUN
ajis02-1542	187	14	1	1	NUM
ajis02-1542	187	15	.	.	PUNCT
ajis02-1542	188	1	it	it	PRON
ajis02-1542	188	2	is	be	AUX
ajis02-1542	188	3	equivalent	equivalent	ADJ
ajis02-1542	188	4	to	to	ADP
ajis02-1542	188	5	the	the	DET
ajis02-1542	188	6	kingfisher	kingfisher	NOUN
ajis02-1542	188	7	algorithm	algorithm	NOUN
ajis02-1542	188	8	,	,	PUNCT
ajis02-1542	188	9	however	however	ADV
ajis02-1542	188	10	uses	use	VERB
ajis02-1542	188	11	less	less	ADV
ajis02-1542	188	12	strict	strict	ADJ
ajis02-1542	188	13	pruning	pruning	NOUN
ajis02-1542	188	14	to	to	PART
ajis02-1542	188	15	avoid	avoid	VERB
ajis02-1542	188	16	removing	remove	VERB
ajis02-1542	188	17	potentially	potentially	ADV
ajis02-1542	188	18	relevant	relevant	ADJ
ajis02-1542	188	19	rules	rule	NOUN
ajis02-1542	188	20	prior	prior	ADV
ajis02-1542	188	21	to	to	ADP
ajis02-1542	188	22	stages	stage	NOUN
ajis02-1542	188	23	2	2	NUM
ajis02-1542	188	24	and	and	CCONJ
ajis02-1542	188	25	3	3	NUM
ajis02-1542	188	26	(	(	PUNCT
ajis02-1542	188	27	see	see	VERB
ajis02-1542	188	28	section	section	NOUN
ajis02-1542	188	29	4.1	4.1	NUM
ajis02-1542	188	30	)	)	PUNCT
ajis02-1542	188	31	.	.	PUNCT
ajis02-1542	189	1	australasian	australasian	ADJ
ajis02-1542	189	2	journal	journal	NOUN
ajis02-1542	189	3	of	of	ADP
ajis02-1542	189	4	information	information	NOUN
ajis02-1542	189	5	systems	system	NOUN
ajis02-1542	189	6	petersen	petersen	PROPN
ajis02-1542	189	7	,	,	PUNCT
ajis02-1542	189	8	poon	poon	NOUN
ajis02-1542	189	9	j	j	PROPN
ajis02-1542	189	10	,	,	PUNCT
ajis02-1542	189	11	poon	poon	NOUN
ajis02-1542	189	12	s	s	PROPN
ajis02-1542	189	13	&	&	CCONJ
ajis02-1542	189	14	loy	loy	PROPN
ajis02-1542	189	15	2017	2017	NUM
ajis02-1542	189	16	,	,	PUNCT
ajis02-1542	189	17	vol	vol	NOUN
ajis02-1542	189	18	21	21	NUM
ajis02-1542	189	19	,	,	PUNCT
ajis02-1542	189	20	selected	select	VERB
ajis02-1542	189	21	papers	paper	NOUN
ajis02-1542	189	22	from	from	ADP
ajis02-1542	189	23	ausdm	ausdm	NOUN
ajis02-1542	189	24	better	well	ADJ
ajis02-1542	189	25	rulesets	ruleset	NOUN
ajis02-1542	189	26	by	by	ADP
ajis02-1542	189	27	removing	remove	VERB
ajis02-1542	189	28	redundancy	redundancy	NOUN
ajis02-1542	189	29	9	9	NUM
ajis02-1542	189	30	4.1	4.1	NUM
ajis02-1542	189	31	identification	identification	NOUN
ajis02-1542	189	32	of	of	ADP
ajis02-1542	189	33	potentially	potentially	ADV
ajis02-1542	189	34	non	non	ADJ
ajis02-1542	189	35	-	-	ADJ
ajis02-1542	189	36	redundant	redundant	ADJ
ajis02-1542	189	37	rules	rule	NOUN
ajis02-1542	189	38	the	the	DET
ajis02-1542	189	39	search	search	NOUN
ajis02-1542	189	40	begins	begin	VERB
ajis02-1542	189	41	at	at	ADP
ajis02-1542	189	42	step	step	NOUN
ajis02-1542	189	43	1	1	NUM
ajis02-1542	189	44	by	by	ADP
ajis02-1542	189	45	sorting	sort	VERB
ajis02-1542	189	46	attributes	attribute	NOUN
ajis02-1542	189	47	in	in	ADP
ajis02-1542	189	48	decreasing	decrease	VERB
ajis02-1542	189	49	order	order	NOUN
ajis02-1542	189	50	of	of	ADP
ajis02-1542	189	51	frequency	frequency	NOUN
ajis02-1542	189	52	.	.	PUNCT
ajis02-1542	190	1	any	any	DET
ajis02-1542	190	2	attribute	attribute	NOUN
ajis02-1542	190	3	whose	whose	DET
ajis02-1542	190	4	frequency	frequency	NOUN
ajis02-1542	190	5	is	be	AUX
ajis02-1542	190	6	too	too	ADV
ajis02-1542	190	7	low	low	ADJ
ajis02-1542	190	8	to	to	PART
ajis02-1542	190	9	produce	produce	VERB
ajis02-1542	190	10	an	an	DET
ajis02-1542	190	11	interestingness	interestingness	NOUN
ajis02-1542	190	12	value	value	NOUN
ajis02-1542	190	13	greater	great	ADJ
ajis02-1542	190	14	than	than	SCONJ
ajis02-1542	190	15	α	α	PROPN
ajis02-1542	190	16	is	be	AUX
ajis02-1542	190	17	removed	remove	VERB
ajis02-1542	190	18	at	at	ADP
ajis02-1542	190	19	this	this	DET
ajis02-1542	190	20	stage	stage	NOUN
ajis02-1542	190	21	.	.	PUNCT
ajis02-1542	191	1	level	level	NOUN
ajis02-1542	191	2	1	1	NUM
ajis02-1542	191	3	search	search	NOUN
ajis02-1542	191	4	nodes	node	NOUN
ajis02-1542	191	5	are	be	AUX
ajis02-1542	191	6	then	then	ADV
ajis02-1542	191	7	created	create	VERB
ajis02-1542	191	8	for	for	ADP
ajis02-1542	191	9	each	each	DET
ajis02-1542	191	10	remaining	remain	VERB
ajis02-1542	191	11	attribute	attribute	NOUN
ajis02-1542	191	12	(	(	PUNCT
ajis02-1542	191	13	a	a	DET
ajis02-1542	191	14	node	node	NOUN
ajis02-1542	191	15	is	be	AUX
ajis02-1542	191	16	called	call	VERB
ajis02-1542	191	17	level	level	NOUN
ajis02-1542	191	18	k	k	NOUN
ajis02-1542	192	1	if	if	SCONJ
ajis02-1542	192	2	it	it	PRON
ajis02-1542	192	3	represents	represent	VERB
ajis02-1542	192	4	a	a	DET
ajis02-1542	192	5	set	set	NOUN
ajis02-1542	192	6	of	of	ADP
ajis02-1542	192	7	k	k	PROPN
ajis02-1542	192	8	attributes	attribute	NOUN
ajis02-1542	192	9	)	)	PUNCT
ajis02-1542	192	10	.	.	PUNCT
ajis02-1542	193	1	steps	step	NOUN
ajis02-1542	193	2	2	2	NUM
ajis02-1542	193	3	–	–	PUNCT
ajis02-1542	193	4	4	4	NUM
ajis02-1542	193	5	describe	describe	VERB
ajis02-1542	193	6	the	the	DET
ajis02-1542	193	7	breadth	breadth	NOUN
ajis02-1542	193	8	first	first	ADJ
ajis02-1542	193	9	search	search	NOUN
ajis02-1542	193	10	over	over	ADP
ajis02-1542	193	11	nodes	node	NOUN
ajis02-1542	193	12	.	.	PUNCT
ajis02-1542	194	1	at	at	ADP
ajis02-1542	194	2	each	each	DET
ajis02-1542	194	3	level	level	NOUN
ajis02-1542	194	4	i	i	PRON
ajis02-1542	194	5	we	we	PRON
ajis02-1542	194	6	create	create	VERB
ajis02-1542	194	7	nodes	node	NOUN
ajis02-1542	194	8	by	by	ADP
ajis02-1542	194	9	taking	take	VERB
ajis02-1542	194	10	the	the	DET
ajis02-1542	194	11	union	union	NOUN
ajis02-1542	194	12	of	of	ADP
ajis02-1542	194	13	two	two	NUM
ajis02-1542	194	14	i-1	i-1	NOUN
ajis02-1542	194	15	nodes	node	NOUN
ajis02-1542	194	16	.	.	PUNCT
ajis02-1542	195	1	at	at	ADP
ajis02-1542	195	2	steps	step	NOUN
ajis02-1542	195	3	5	5	NUM
ajis02-1542	195	4	-	-	SYM
ajis02-1542	195	5	7	7	NUM
ajis02-1542	195	6	,	,	PUNCT
ajis02-1542	195	7	for	for	ADP
ajis02-1542	195	8	each	each	DET
ajis02-1542	195	9	level	level	NOUN
ajis02-1542	195	10	k	k	PROPN
ajis02-1542	195	11	node	node	NOUN
ajis02-1542	195	12	x	x	SYM
ajis02-1542	195	13	corresponding	correspond	VERB
ajis02-1542	195	14	to	to	PART
ajis02-1542	195	15	attributes	attribute	NOUN
ajis02-1542	195	16	𝑥1	𝑥1	PROPN
ajis02-1542	195	17	,	,	PUNCT
ajis02-1542	195	18	𝑥2	𝑥2	NOUN
ajis02-1542	195	19	,	,	PUNCT
ajis02-1542	195	20	…	…	PUNCT
ajis02-1542	195	21	,	,	PUNCT
ajis02-1542	195	22	𝑥𝑘	𝑥𝑘	PROPN
ajis02-1542	195	23	,	,	PUNCT
ajis02-1542	195	24	the	the	DET
ajis02-1542	195	25	p	p	NOUN
ajis02-1542	195	26	-	-	PUNCT
ajis02-1542	195	27	values	value	NOUN
ajis02-1542	195	28	of	of	ADP
ajis02-1542	195	29	the	the	DET
ajis02-1542	195	30	k	k	PROPN
ajis02-1542	195	31	rules	rule	NOUN
ajis02-1542	195	32	𝑋\𝑥𝑖	𝑋\𝑥𝑖	VERB
ajis02-1542	195	33	⇒	⇒	NOUN
ajis02-1542	195	34	𝑥𝑖	𝑥𝑖	PRON
ajis02-1542	195	35	are	be	AUX
ajis02-1542	195	36	computed	compute	VERB
ajis02-1542	195	37	and	and	CCONJ
ajis02-1542	195	38	compared	compare	VERB
ajis02-1542	195	39	against	against	ADP
ajis02-1542	195	40	the	the	DET
ajis02-1542	195	41	minimum	minimum	ADJ
ajis02-1542	195	42	threshold	threshold	NOUN
ajis02-1542	195	43	α	α	NOUN
ajis02-1542	195	44	.	.	PUNCT
ajis02-1542	196	1	the	the	DET
ajis02-1542	196	2	frequency	frequency	NOUN
ajis02-1542	196	3	of	of	ADP
ajis02-1542	196	4	set	set	NOUN
ajis02-1542	196	5	x	x	PUNCT
ajis02-1542	196	6	is	be	AUX
ajis02-1542	196	7	calculated	calculate	VERB
ajis02-1542	196	8	and	and	CCONJ
ajis02-1542	196	9	stored	store	VERB
ajis02-1542	196	10	,	,	PUNCT
ajis02-1542	196	11	with	with	ADP
ajis02-1542	196	12	p	p	NOUN
ajis02-1542	196	13	-	-	PUNCT
ajis02-1542	196	14	values	value	NOUN
ajis02-1542	196	15	for	for	ADP
ajis02-1542	196	16	rules	rule	NOUN
ajis02-1542	196	17	being	be	AUX
ajis02-1542	196	18	computed	compute	VERB
ajis02-1542	196	19	using	use	VERB
ajis02-1542	196	20	frequencies	frequency	NOUN
ajis02-1542	196	21	of	of	ADP
ajis02-1542	196	22	parent	parent	NOUN
ajis02-1542	196	23	nodes	node	NOUN
ajis02-1542	196	24	.	.	PUNCT
ajis02-1542	197	1	the	the	DET
ajis02-1542	197	2	number	number	NOUN
ajis02-1542	197	3	of	of	ADP
ajis02-1542	197	4	iterations	iteration	NOUN
ajis02-1542	197	5	over	over	ADP
ajis02-1542	197	6	the	the	DET
ajis02-1542	197	7	dataset	dataset	NOUN
ajis02-1542	197	8	is	be	AUX
ajis02-1542	197	9	therefore	therefore	ADV
ajis02-1542	197	10	limited	limit	VERB
ajis02-1542	197	11	to	to	ADP
ajis02-1542	197	12	the	the	DET
ajis02-1542	197	13	number	number	NOUN
ajis02-1542	197	14	of	of	ADP
ajis02-1542	197	15	nodes	node	NOUN
ajis02-1542	197	16	considered	consider	VERB
ajis02-1542	197	17	.	.	PUNCT
ajis02-1542	198	1	each	each	DET
ajis02-1542	198	2	node	node	NOUN
ajis02-1542	198	3	maintains	maintain	VERB
ajis02-1542	198	4	a	a	DET
ajis02-1542	198	5	length	length	NOUN
ajis02-1542	198	6	|a|	|a|	NOUN
ajis02-1542	198	7	bit	bit	NOUN
ajis02-1542	198	8	vector	vector	NOUN
ajis02-1542	198	9	of	of	ADP
ajis02-1542	198	10	possible	possible	ADJ
ajis02-1542	198	11	consequents	consequent	NOUN
ajis02-1542	198	12	(	(	PUNCT
ajis02-1542	198	13	attributes	attribute	VERB
ajis02-1542	198	14	a	a	PRON
ajis02-1542	198	15	where	where	SCONJ
ajis02-1542	198	16	the	the	DET
ajis02-1542	198	17	rule	rule	NOUN
ajis02-1542	198	18	xq	xq	PROPN
ajis02-1542	198	19	⇒	⇒	VERB
ajis02-1542	198	20	a	a	PRON
ajis02-1542	198	21	is	be	AUX
ajis02-1542	198	22	possible	possible	ADJ
ajis02-1542	198	23	)	)	PUNCT
ajis02-1542	198	24	.	.	PUNCT
ajis02-1542	199	1	these	these	DET
ajis02-1542	199	2	vectors	vector	NOUN
ajis02-1542	199	3	are	be	AUX
ajis02-1542	199	4	initialised	initialise	VERB
ajis02-1542	199	5	using	use	VERB
ajis02-1542	199	6	bitwise	bitwise	NOUN
ajis02-1542	199	7	and	and	CCONJ
ajis02-1542	199	8	of	of	ADP
ajis02-1542	199	9	vectors	vector	NOUN
ajis02-1542	199	10	for	for	ADP
ajis02-1542	199	11	parent	parent	NOUN
ajis02-1542	199	12	nodes	node	NOUN
ajis02-1542	199	13	.	.	PUNCT
ajis02-1542	200	1	as	as	SCONJ
ajis02-1542	200	2	a	a	DET
ajis02-1542	200	3	node	node	NOUN
ajis02-1542	200	4	is	be	AUX
ajis02-1542	200	5	processed	process	VERB
ajis02-1542	200	6	,	,	PUNCT
ajis02-1542	200	7	lower	low	ADJ
ajis02-1542	200	8	bounds	bound	NOUN
ajis02-1542	200	9	on	on	ADP
ajis02-1542	200	10	the	the	DET
ajis02-1542	200	11	log	log	NOUN
ajis02-1542	200	12	fisher	fisher	PROPN
ajis02-1542	200	13	's	's	PART
ajis02-1542	200	14	p	p	NOUN
ajis02-1542	200	15	value	value	NOUN
ajis02-1542	200	16	are	be	AUX
ajis02-1542	200	17	computed	compute	VERB
ajis02-1542	200	18	for	for	ADP
ajis02-1542	200	19	all	all	DET
ajis02-1542	200	20	rules	rule	NOUN
ajis02-1542	200	21	of	of	ADP
ajis02-1542	200	22	the	the	DET
ajis02-1542	200	23	form	form	NOUN
ajis02-1542	200	24	xq\a⇒a	xq\a⇒a	PROPN
ajis02-1542	201	1	for	for	ADP
ajis02-1542	201	2	all	all	DET
ajis02-1542	201	3	a	a	PRON
ajis02-1542	201	4	in	in	ADP
ajis02-1542	201	5	a.	a.	NOUN
ajis02-1542	201	6	if	if	SCONJ
ajis02-1542	201	7	bounds	bound	VERB
ajis02-1542	201	8	for	for	ADP
ajis02-1542	201	9	all	all	DET
ajis02-1542	201	10	attributes	attribute	NOUN
ajis02-1542	201	11	exceed	exceed	VERB
ajis02-1542	201	12	the	the	DET
ajis02-1542	201	13	relevance	relevance	NOUN
ajis02-1542	201	14	threshold	threshold	NOUN
ajis02-1542	201	15	(	(	PUNCT
ajis02-1542	201	16	the	the	DET
ajis02-1542	201	17	vector	vector	NOUN
ajis02-1542	201	18	of	of	ADP
ajis02-1542	201	19	possible	possible	ADJ
ajis02-1542	201	20	consequents	consequent	NOUN
ajis02-1542	201	21	is	be	AUX
ajis02-1542	201	22	0	0	NUM
ajis02-1542	201	23	)	)	PUNCT
ajis02-1542	201	24	,	,	PUNCT
ajis02-1542	201	25	the	the	DET
ajis02-1542	201	26	node	node	NOUN
ajis02-1542	201	27	is	be	AUX
ajis02-1542	201	28	pruned	prune	VERB
ajis02-1542	201	29	from	from	ADP
ajis02-1542	201	30	the	the	DET
ajis02-1542	201	31	search	search	NOUN
ajis02-1542	201	32	.	.	PUNCT
ajis02-1542	202	1	the	the	DET
ajis02-1542	202	2	bounds	bound	NOUN
ajis02-1542	202	3	used	use	VERB
ajis02-1542	202	4	were	be	AUX
ajis02-1542	202	5	first	first	ADV
ajis02-1542	202	6	reported	report	VERB
ajis02-1542	202	7	by	by	ADP
ajis02-1542	202	8	hämäläinen	hämäläinen	NOUN
ajis02-1542	202	9	(	(	PUNCT
ajis02-1542	202	10	hämäläinen	hämäläinen	NOUN
ajis02-1542	202	11	2010	2010	NUM
ajis02-1542	202	12	)	)	PUNCT
ajis02-1542	202	13	,	,	PUNCT
ajis02-1542	202	14	and	and	CCONJ
ajis02-1542	202	15	are	be	AUX
ajis02-1542	202	16	reproduced	reproduce	VERB
ajis02-1542	202	17	in	in	ADP
ajis02-1542	202	18	table	table	NOUN
ajis02-1542	202	19	5	5	NUM
ajis02-1542	202	20	.	.	PUNCT
ajis02-1542	203	1	this	this	PRON
ajis02-1542	203	2	is	be	AUX
ajis02-1542	203	3	described	describe	VERB
ajis02-1542	203	4	in	in	ADP
ajis02-1542	203	5	steps	step	NOUN
ajis02-1542	203	6	9	9	NUM
ajis02-1542	203	7	-	-	SYM
ajis02-1542	203	8	12	12	NUM
ajis02-1542	203	9	,	,	PUNCT
ajis02-1542	203	10	17	17	NUM
ajis02-1542	203	11	,	,	PUNCT
ajis02-1542	203	12	and	and	CCONJ
ajis02-1542	203	13	18	18	NUM
ajis02-1542	203	14	.	.	PUNCT
ajis02-1542	204	1	each	each	DET
ajis02-1542	204	2	node	node	NOUN
ajis02-1542	204	3	x	x	PUNCT
ajis02-1542	204	4	contains	contain	VERB
ajis02-1542	204	5	a	a	DET
ajis02-1542	204	6	vector	vector	NOUN
ajis02-1542	204	7	with	with	ADP
ajis02-1542	204	8	the	the	DET
ajis02-1542	204	9	best	good	ADJ
ajis02-1542	204	10	previous	previous	ADJ
ajis02-1542	204	11	p	p	NOUN
ajis02-1542	204	12	-	-	PUNCT
ajis02-1542	204	13	value	value	NOUN
ajis02-1542	204	14	for	for	ADP
ajis02-1542	204	15	rules	rule	NOUN
ajis02-1542	204	16	with	with	ADP
ajis02-1542	204	17	consequent	consequent	NOUN
ajis02-1542	204	18	xi	xi	X
ajis02-1542	204	19	in	in	ADP
ajis02-1542	204	20	x.	x.	NOUN
ajis02-1542	204	21	this	this	PRON
ajis02-1542	204	22	is	be	AUX
ajis02-1542	204	23	computed	compute	VERB
ajis02-1542	204	24	in	in	ADP
ajis02-1542	204	25	step	step	NOUN
ajis02-1542	204	26	8	8	NUM
ajis02-1542	204	27	.	.	PUNCT
ajis02-1542	204	28	similar	similar	ADJ
ajis02-1542	204	29	to	to	ADP
ajis02-1542	204	30	the	the	DET
ajis02-1542	204	31	possible	possible	ADJ
ajis02-1542	204	32	bit	bit	NOUN
ajis02-1542	204	33	vector	vector	NOUN
ajis02-1542	204	34	,	,	PUNCT
ajis02-1542	204	35	these	these	DET
ajis02-1542	204	36	vectors	vector	NOUN
ajis02-1542	204	37	are	be	AUX
ajis02-1542	204	38	merged	merge	VERB
ajis02-1542	204	39	from	from	ADP
ajis02-1542	204	40	parents	parent	NOUN
ajis02-1542	204	41	when	when	SCONJ
ajis02-1542	204	42	the	the	DET
ajis02-1542	204	43	node	node	NOUN
ajis02-1542	204	44	x	x	VERB
ajis02-1542	204	45	is	be	AUX
ajis02-1542	204	46	created	create	VERB
ajis02-1542	204	47	.	.	PUNCT
ajis02-1542	205	1	using	use	VERB
ajis02-1542	205	2	classical	classical	ADJ
ajis02-1542	205	3	redundancy	redundancy	NOUN
ajis02-1542	205	4	,	,	PUNCT
ajis02-1542	205	5	if	if	SCONJ
ajis02-1542	205	6	the	the	DET
ajis02-1542	205	7	bound	bind	VERB
ajis02-1542	205	8	on	on	ADP
ajis02-1542	205	9	p	p	NOUN
ajis02-1542	205	10	-	-	PUNCT
ajis02-1542	205	11	values	value	NOUN
ajis02-1542	205	12	for	for	ADP
ajis02-1542	205	13	rules	rule	NOUN
ajis02-1542	205	14	with	with	ADP
ajis02-1542	205	15	a	a	DET
ajis02-1542	205	16	given	give	VERB
ajis02-1542	205	17	consequent	consequent	NOUN
ajis02-1542	205	18	exceeds	exceed	VERB
ajis02-1542	205	19	the	the	DET
ajis02-1542	205	20	corresponding	corresponding	ADJ
ajis02-1542	205	21	value	value	NOUN
ajis02-1542	205	22	in	in	ADP
ajis02-1542	205	23	this	this	DET
ajis02-1542	205	24	vector	vector	NOUN
ajis02-1542	205	25	that	that	DET
ajis02-1542	205	26	consequent	consequent	ADJ
ajis02-1542	205	27	algorithm	algorithm	NOUN
ajis02-1542	205	28	1	1	NUM
ajis02-1542	205	29	:	:	PUNCT
ajis02-1542	205	30	search	search	NOUN
ajis02-1542	205	31	for	for	ADP
ajis02-1542	205	32	potentially	potentially	ADV
ajis02-1542	205	33	non	non	ADJ
ajis02-1542	205	34	-	-	ADJ
ajis02-1542	205	35	redundant	redundant	ADJ
ajis02-1542	205	36	rules	rule	NOUN
ajis02-1542	205	37	input	input	NOUN
ajis02-1542	205	38	:	:	PUNCT
ajis02-1542	205	39	set	set	NOUN
ajis02-1542	205	40	of	of	ADP
ajis02-1542	205	41	attributes	attribute	NOUN
ajis02-1542	205	42	a	a	PRON
ajis02-1542	205	43	,	,	PUNCT
ajis02-1542	205	44	dataset	dataset	ADJ
ajis02-1542	205	45	d	d	NOUN
ajis02-1542	205	46	,	,	PUNCT
ajis02-1542	205	47	decreasing	decrease	VERB
ajis02-1542	205	48	goodness	goodness	NOUN
ajis02-1542	205	49	measure	measure	NOUN
ajis02-1542	205	50	m	m	PROPN
ajis02-1542	205	51	(	(	PUNCT
ajis02-1542	205	52	)	)	PUNCT
ajis02-1542	205	53	,	,	PUNCT
ajis02-1542	205	54	threshold	threshold	VERB
ajis02-1542	205	55	α	α	PRON
ajis02-1542	205	56	output	output	NOUN
ajis02-1542	205	57	:	:	PUNCT
ajis02-1542	205	58	set	set	VERB
ajis02-1542	205	59	of	of	ADP
ajis02-1542	205	60	potentially	potentially	ADV
ajis02-1542	205	61	non	non	ADJ
ajis02-1542	205	62	-	-	ADJ
ajis02-1542	205	63	redundant	redundant	ADJ
ajis02-1542	205	64	rules	rule	NOUN
ajis02-1542	205	65	r	r	NOUN
ajis02-1542	205	66	1	1	NUM
ajis02-1542	205	67	.	.	PUNCT
ajis02-1542	206	1	sort	sort	ADV
ajis02-1542	206	2	a	a	DET
ajis02-1542	206	3	decreasing	decrease	VERB
ajis02-1542	206	4	by	by	ADP
ajis02-1542	206	5	frequency	frequency	NOUN
ajis02-1542	206	6	in	in	ADP
ajis02-1542	206	7	d	d	PROPN
ajis02-1542	206	8	2	2	NUM
ajis02-1542	206	9	.	.	PUNCT
ajis02-1542	206	10	k	k	NOUN
ajis02-1542	207	1	=	=	SYM
ajis02-1542	207	2	1	1	NUM
ajis02-1542	207	3	3	3	NUM
ajis02-1542	207	4	.	.	PUNCT
ajis02-1542	208	1	while	while	SCONJ
ajis02-1542	208	2	k	k	PROPN
ajis02-1542	208	3	≤	≤	PROPN
ajis02-1542	208	4	|a|	|a|	PROPN
ajis02-1542	208	5	4	4	NUM
ajis02-1542	208	6	.	.	PUNCT
ajis02-1542	209	1	for	for	ADP
ajis02-1542	209	2	each	each	DET
ajis02-1542	209	3	candidate	candidate	NOUN
ajis02-1542	209	4	attribute	attribute	NOUN
ajis02-1542	209	5	k	k	X
ajis02-1542	209	6	-	-	PUNCT
ajis02-1542	209	7	set	set	VERB
ajis02-1542	209	8	c	c	NOUN
ajis02-1542	209	9	5	5	NUM
ajis02-1542	209	10	.	.	PUNCT
ajis02-1542	209	11	for	for	ADP
ajis02-1542	209	12	each	each	DET
ajis02-1542	209	13	rule	rule	NOUN
ajis02-1542	209	14	r	r	NOUN
ajis02-1542	209	15	:	:	PUNCT
ajis02-1542	209	16	c\{a	c\{a	NOUN
ajis02-1542	209	17	}	}	PUNCT
ajis02-1542	209	18	⇒	⇒	NOUN
ajis02-1542	209	19	a	a	DET
ajis02-1542	209	20	∀	∀	NOUN
ajis02-1542	209	21	a	a	DET
ajis02-1542	209	22	∈	∈	NOUN
ajis02-1542	209	23	c	c	NOUN
ajis02-1542	209	24	6	6	NUM
ajis02-1542	209	25	.	.	PUNCT
ajis02-1542	210	1	if	if	SCONJ
ajis02-1542	210	2	m(r	m(r	NOUN
ajis02-1542	210	3	)	)	PUNCT
ajis02-1542	210	4	≤	≤	NOUN
ajis02-1542	210	5	α	α	DET
ajis02-1542	210	6	7	7	NUM
ajis02-1542	210	7	.	.	PUNCT
ajis02-1542	211	1	add	add	VERB
ajis02-1542	211	2	r	r	NOUN
ajis02-1542	211	3	to	to	PART
ajis02-1542	211	4	result	result	VERB
ajis02-1542	211	5	set	set	VERB
ajis02-1542	211	6	r	r	NOUN
ajis02-1542	211	7	8	8	NUM
ajis02-1542	211	8	.	.	PUNCT
ajis02-1542	212	1	c.pbest[a	c.pbest[a	VERB
ajis02-1542	212	2	]	]	PUNCT
ajis02-1542	212	3	=	=	SYM
ajis02-1542	212	4	min(c.pbest[a	min(c.pbest[a	PROPN
ajis02-1542	212	5	]	]	PUNCT
ajis02-1542	212	6	,	,	PUNCT
ajis02-1542	212	7	m(r	m(r	PROPN
ajis02-1542	212	8	)	)	PUNCT
ajis02-1542	212	9	)	)	PUNCT
ajis02-1542	213	1	9	9	X
ajis02-1542	213	2	.	.	X
ajis02-1542	213	3	for	for	ADP
ajis02-1542	213	4	each	each	DET
ajis02-1542	213	5	rule	rule	NOUN
ajis02-1542	213	6	r	r	NOUN
ajis02-1542	213	7	:	:	PUNCT
ajis02-1542	213	8	c\{a	c\{a	NOUN
ajis02-1542	213	9	}	}	PUNCT
ajis02-1542	213	10	⇒	⇒	NOUN
ajis02-1542	213	11	a	a	DET
ajis02-1542	213	12	∀	∀	NOUN
ajis02-1542	213	13	a	a	DET
ajis02-1542	213	14	∈	∈	PROPN
ajis02-1542	213	15	a	a	DET
ajis02-1542	213	16	10	10	NUM
ajis02-1542	213	17	.	.	PUNCT
ajis02-1542	214	1	bnd	bnd	NOUN
ajis02-1542	214	2	=	=	PUNCT
ajis02-1542	214	3	lower	lower	ADV
ajis02-1542	214	4	bound	bind	VERB
ajis02-1542	214	5	on	on	ADP
ajis02-1542	214	6	m	m	NOUN
ajis02-1542	214	7	for	for	ADP
ajis02-1542	214	8	all	all	DET
ajis02-1542	214	9	specialisations	specialisation	NOUN
ajis02-1542	214	10	of	of	ADP
ajis02-1542	214	11	r	r	NOUN
ajis02-1542	214	12	11	11	NUM
ajis02-1542	214	13	.	.	PUNCT
ajis02-1542	215	1	if	if	SCONJ
ajis02-1542	215	2	bnd	bnd	NOUN
ajis02-1542	215	3	≥	≥	NUM
ajis02-1542	215	4	α	α	PROPN
ajis02-1542	215	5	12	12	NUM
ajis02-1542	215	6	.	.	PUNCT
ajis02-1542	215	7	c.possible[a	c.possible[a	PROPN
ajis02-1542	215	8	]	]	PUNCT
ajis02-1542	216	1	=	=	SYM
ajis02-1542	216	2	false	false	ADJ
ajis02-1542	216	3	13	13	NUM
ajis02-1542	216	4	.	.	PUNCT
ajis02-1542	217	1	if	if	SCONJ
ajis02-1542	217	2	a	a	DET
ajis02-1542	217	3	∈	∈	NOUN
ajis02-1542	217	4	c	c	NOUN
ajis02-1542	217	5	14	14	NUM
ajis02-1542	217	6	.	.	PUNCT
ajis02-1542	218	1	bndonq	bndonq	VERB
ajis02-1542	218	2	=	=	SYM
ajis02-1542	218	3	lower	lower	ADV
ajis02-1542	218	4	bound	bind	VERB
ajis02-1542	218	5	on	on	ADP
ajis02-1542	218	6	m	m	NOUN
ajis02-1542	218	7	for	for	ADP
ajis02-1542	218	8	all	all	DET
ajis02-1542	218	9	specialisations	specialisation	NOUN
ajis02-1542	218	10	of	of	ADP
ajis02-1542	218	11	r	r	NOUN
ajis02-1542	218	12	conditioned	condition	VERB
ajis02-1542	218	13	on	on	ADP
ajis02-1542	218	14	the	the	DET
ajis02-1542	218	15	additional	additional	ADJ
ajis02-1542	218	16	attributes	attribute	NOUN
ajis02-1542	218	17	15	15	NUM
ajis02-1542	218	18	.	.	PUNCT
ajis02-1542	219	1	if	if	SCONJ
ajis02-1542	219	2	bnd	bnd	PROPN
ajis02-1542	219	3	>	>	X
ajis02-1542	219	4	c.pbest[a	c.pbest[a	VERB
ajis02-1542	219	5	]	]	PUNCT
ajis02-1542	219	6	and	and	CCONJ
ajis02-1542	219	7	bndonq	bndonq	VERB
ajis02-1542	219	8	>	>	X
ajis02-1542	219	9	c.pbest[a	c.pbest[a	PROPN
ajis02-1542	219	10	]	]	X
ajis02-1542	219	11	16	16	NUM
ajis02-1542	219	12	.	.	PUNCT
ajis02-1542	219	13	c.possible[a	c.possible[a	PROPN
ajis02-1542	219	14	]	]	PUNCT
ajis02-1542	220	1	=	=	PUNCT
ajis02-1542	220	2	false	false	ADJ
ajis02-1542	220	3	17	17	NUM
ajis02-1542	220	4	.	.	PUNCT
ajis02-1542	221	1	if	if	SCONJ
ajis02-1542	221	2	c.possible[a	c.possible[a	NOUN
ajis02-1542	221	3	]	]	X
ajis02-1542	222	1	=	=	NOUN
ajis02-1542	222	2	=	=	SYM
ajis02-1542	222	3	false	false	ADJ
ajis02-1542	222	4	for	for	ADP
ajis02-1542	222	5	all	all	DET
ajis02-1542	222	6	a	a	DET
ajis02-1542	222	7	∈	∈	NOUN
ajis02-1542	222	8	a	a	DET
ajis02-1542	222	9	18	18	NUM
ajis02-1542	222	10	.	.	PUNCT
ajis02-1542	223	1	remove	remove	VERB
ajis02-1542	223	2	all	all	DET
ajis02-1542	223	3	attribute	attribute	NOUN
ajis02-1542	223	4	sets	set	NOUN
ajis02-1542	223	5	containing	contain	VERB
ajis02-1542	223	6	c	c	PROPN
ajis02-1542	223	7	from	from	ADP
ajis02-1542	223	8	candidate	candidate	NOUN
ajis02-1542	223	9	attribute	attribute	NOUN
ajis02-1542	223	10	sets	set	VERB
ajis02-1542	223	11	19	19	NUM
ajis02-1542	223	12	.	.	PUNCT
ajis02-1542	224	1	k	k	X
ajis02-1542	225	1	=	=	PUNCT
ajis02-1542	225	2	k	k	PROPN
ajis02-1542	226	1	+	+	CCONJ
ajis02-1542	226	2	1	1	NUM
ajis02-1542	226	3	20	20	NUM
ajis02-1542	226	4	.	.	PUNCT
ajis02-1542	227	1	return	return	VERB
ajis02-1542	227	2	r	r	NOUN
ajis02-1542	227	3	australasian	australasian	ADJ
ajis02-1542	227	4	journal	journal	NOUN
ajis02-1542	227	5	of	of	ADP
ajis02-1542	227	6	information	information	NOUN
ajis02-1542	227	7	systems	system	NOUN
ajis02-1542	227	8	petersen	petersen	PROPN
ajis02-1542	227	9	,	,	PUNCT
ajis02-1542	227	10	poon	poon	NOUN
ajis02-1542	227	11	j	j	PROPN
ajis02-1542	227	12	,	,	PUNCT
ajis02-1542	227	13	poon	poon	NOUN
ajis02-1542	227	14	s	s	PROPN
ajis02-1542	227	15	&	&	CCONJ
ajis02-1542	227	16	loy	loy	PROPN
ajis02-1542	227	17	2017	2017	NUM
ajis02-1542	227	18	,	,	PUNCT
ajis02-1542	227	19	vol	vol	NOUN
ajis02-1542	227	20	21	21	NUM
ajis02-1542	227	21	,	,	PUNCT
ajis02-1542	227	22	selected	select	VERB
ajis02-1542	227	23	papers	paper	NOUN
ajis02-1542	227	24	from	from	ADP
ajis02-1542	227	25	ausdm	ausdm	NOUN
ajis02-1542	227	26	better	well	ADJ
ajis02-1542	227	27	rulesets	ruleset	NOUN
ajis02-1542	227	28	by	by	ADP
ajis02-1542	227	29	removing	remove	VERB
ajis02-1542	227	30	redundancy	redundancy	NOUN
ajis02-1542	227	31	10	10	NUM
ajis02-1542	227	32	can	can	AUX
ajis02-1542	227	33	also	also	ADV
ajis02-1542	227	34	be	be	AUX
ajis02-1542	227	35	considered	consider	VERB
ajis02-1542	227	36	impossible	impossible	ADJ
ajis02-1542	227	37	.	.	PUNCT
ajis02-1542	228	1	using	use	VERB
ajis02-1542	228	2	robust	robust	ADJ
ajis02-1542	228	3	redundancy	redundancy	NOUN
ajis02-1542	228	4	(	(	PUNCT
ajis02-1542	228	5	see	see	VERB
ajis02-1542	228	6	definition	definition	NOUN
ajis02-1542	228	7	2	2	NUM
ajis02-1542	228	8	)	)	PUNCT
ajis02-1542	228	9	,	,	PUNCT
ajis02-1542	228	10	we	we	PRON
ajis02-1542	228	11	also	also	ADV
ajis02-1542	228	12	test	test	VERB
ajis02-1542	228	13	that	that	SCONJ
ajis02-1542	228	14	the	the	DET
ajis02-1542	228	15	bound	bind	VERB
ajis02-1542	228	16	on	on	ADP
ajis02-1542	228	17	rule	rule	NOUN
ajis02-1542	228	18	xq	xq	PROPN
ajis02-1542	228	19	⇒	⇒	PROPN
ajis02-1542	228	20	a|q	a|q	PROPN
ajis02-1542	229	1	is	be	AUX
ajis02-1542	229	2	worse	bad	ADJ
ajis02-1542	229	3	than	than	ADP
ajis02-1542	229	4	the	the	DET
ajis02-1542	229	5	previous	previous	ADJ
ajis02-1542	229	6	best	good	ADJ
ajis02-1542	229	7	value	value	NOUN
ajis02-1542	229	8	.	.	PUNCT
ajis02-1542	230	1	the	the	DET
ajis02-1542	230	2	fishers	fisher	NOUN
ajis02-1542	230	3	p	p	NOUN
ajis02-1542	230	4	-	-	PUNCT
ajis02-1542	230	5	value	value	NOUN
ajis02-1542	230	6	for	for	ADP
ajis02-1542	230	7	rule	rule	NOUN
ajis02-1542	230	8	xq	xq	PROPN
ajis02-1542	230	9	⇒	⇒	PROPN
ajis02-1542	230	10	a|q	a|q	PROPN
ajis02-1542	230	11	takes	take	VERB
ajis02-1542	230	12	its	its	PRON
ajis02-1542	230	13	smallest	small	ADJ
ajis02-1542	230	14	value	value	NOUN
ajis02-1542	230	15	when	when	SCONJ
ajis02-1542	230	16	the	the	DET
ajis02-1542	230	17	number	number	NOUN
ajis02-1542	230	18	of	of	ADP
ajis02-1542	230	19	instances	instance	NOUN
ajis02-1542	230	20	containing	contain	VERB
ajis02-1542	230	21	sets	set	NOUN
ajis02-1542	230	22	qa	qa	PROPN
ajis02-1542	230	23	⌐	⌐	NOUN
ajis02-1542	230	24	x	x	PROPN
ajis02-1542	230	25	and	and	CCONJ
ajis02-1542	230	26	qx	qx	PROPN
ajis02-1542	230	27	⌐	⌐	PROPN
ajis02-1542	230	28	a	a	PRON
ajis02-1542	230	29	are	be	AUX
ajis02-1542	230	30	0	0	NUM
ajis02-1542	230	31	and	and	CCONJ
ajis02-1542	230	32	qxa	qxa	NOUN
ajis02-1542	230	33	and	and	CCONJ
ajis02-1542	230	34	q	q	NOUN
ajis02-1542	230	35	⌐	⌐	NOUN
ajis02-1542	230	36	x	x	X
ajis02-1542	230	37	⌐	⌐	NOUN
ajis02-1542	230	38	a	a	PRON
ajis02-1542	230	39	are	be	AUX
ajis02-1542	230	40	as	as	ADV
ajis02-1542	230	41	large	large	ADJ
ajis02-1542	230	42	as	as	ADP
ajis02-1542	230	43	possible	possible	ADJ
ajis02-1542	230	44	.	.	PUNCT
ajis02-1542	231	1	this	this	PRON
ajis02-1542	231	2	occurs	occur	VERB
ajis02-1542	231	3	when	when	SCONJ
ajis02-1542	231	4	freq(qxa	freq(qxa	NOUN
ajis02-1542	231	5	)	)	PUNCT
ajis02-1542	231	6	=	=	SYM
ajis02-1542	231	7	freq(xa	freq(xa	NOUN
ajis02-1542	231	8	)	)	PUNCT
ajis02-1542	231	9	and	and	CCONJ
ajis02-1542	231	10	freq(q	freq(q	PROPN
ajis02-1542	231	11	⌐	⌐	PROPN
ajis02-1542	231	12	x	x	X
ajis02-1542	231	13	⌐	⌐	NOUN
ajis02-1542	231	14	a	a	PRON
ajis02-1542	231	15	)	)	PUNCT
ajis02-1542	231	16	=	=	PRON
ajis02-1542	231	17	freq(	freq(	VERB
ajis02-1542	231	18	⌐	⌐	PROPN
ajis02-1542	231	19	x	x	NOUN
ajis02-1542	231	20	⌐	⌐	NOUN
ajis02-1542	231	21	a	a	NOUN
ajis02-1542	231	22	)	)	PUNCT
ajis02-1542	231	23	.	.	PUNCT
ajis02-1542	232	1	we	we	PRON
ajis02-1542	232	2	therefore	therefore	ADV
ajis02-1542	232	3	compute	compute	VERB
ajis02-1542	232	4	the	the	DET
ajis02-1542	232	5	bound	bind	VERB
ajis02-1542	232	6	for	for	ADP
ajis02-1542	232	7	xq	xq	PROPN
ajis02-1542	232	8	⇒	⇒	PROPN
ajis02-1542	232	9	a|q	a|q	PROPN
ajis02-1542	233	1	using	use	VERB
ajis02-1542	233	2	bnd3	bnd3	NOUN
ajis02-1542	233	3	from	from	ADP
ajis02-1542	233	4	table	table	NOUN
ajis02-1542	233	5	5	5	NUM
ajis02-1542	233	6	with	with	ADP
ajis02-1542	233	7	parameters	parameter	NOUN
ajis02-1542	233	8	f(xa)=freq(xa	f(xa)=freq(xa	PROPN
ajis02-1542	233	9	)	)	PUNCT
ajis02-1542	233	10	,	,	PUNCT
ajis02-1542	233	11	f(x)=freq(xa	f(x)=freq(xa	PROPN
ajis02-1542	233	12	)	)	PUNCT
ajis02-1542	233	13	,	,	PUNCT
ajis02-1542	233	14	f(a)=freq(xa	f(a)=freq(xa	NOUN
ajis02-1542	233	15	)	)	PUNCT
ajis02-1542	233	16	,	,	PUNCT
ajis02-1542	233	17	and	and	CCONJ
ajis02-1542	233	18	n	n	CCONJ
ajis02-1542	233	19	=	=	NOUN
ajis02-1542	233	20	freq(xa)+freq(	freq(xa)+freq(	X
ajis02-1542	233	21	⌐	⌐	NOUN
ajis02-1542	233	22	x	x	NOUN
ajis02-1542	233	23	⌐	⌐	NOUN
ajis02-1542	233	24	a	a	NOUN
ajis02-1542	233	25	)	)	PUNCT
ajis02-1542	233	26	.	.	PUNCT
ajis02-1542	234	1	this	this	DET
ajis02-1542	234	2	computation	computation	NOUN
ajis02-1542	234	3	is	be	AUX
ajis02-1542	234	4	performed	perform	VERB
ajis02-1542	234	5	in	in	ADP
ajis02-1542	234	6	steps	step	NOUN
ajis02-1542	234	7	13	13	NUM
ajis02-1542	234	8	-	-	SYM
ajis02-1542	234	9	14	14	NUM
ajis02-1542	234	10	.	.	PUNCT
ajis02-1542	235	1	algorithm	algorithm	NOUN
ajis02-1542	235	2	2	2	NUM
ajis02-1542	235	3	:	:	PUNCT
ajis02-1542	235	4	prune	prune	NOUN
ajis02-1542	235	5	redundant	redundant	ADJ
ajis02-1542	235	6	specialisations	specialisation	NOUN
ajis02-1542	235	7	input	input	NOUN
ajis02-1542	235	8	:	:	PUNCT
ajis02-1542	235	9	set	set	NOUN
ajis02-1542	235	10	of	of	ADP
ajis02-1542	235	11	rules	rule	NOUN
ajis02-1542	235	12	r	r	NOUN
ajis02-1542	235	13	,	,	PUNCT
ajis02-1542	235	14	dataset	dataset	ADJ
ajis02-1542	235	15	d	d	NOUN
ajis02-1542	235	16	,	,	PUNCT
ajis02-1542	235	17	decreasing	decrease	VERB
ajis02-1542	235	18	goodness	goodness	NOUN
ajis02-1542	235	19	measure	measure	NOUN
ajis02-1542	235	20	m	m	PROPN
ajis02-1542	235	21	(	(	PUNCT
ajis02-1542	235	22	)	)	PUNCT
ajis02-1542	235	23	output	output	NOUN
ajis02-1542	235	24	:	:	PUNCT
ajis02-1542	235	25	set	set	NOUN
ajis02-1542	235	26	of	of	ADP
ajis02-1542	235	27	non	non	ADJ
ajis02-1542	235	28	(	(	PUNCT
ajis02-1542	235	29	specialisation	specialisation	NOUN
ajis02-1542	235	30	)	)	PUNCT
ajis02-1542	235	31	redundant	redundant	ADJ
ajis02-1542	235	32	rules	rule	NOUN
ajis02-1542	235	33	r	r	NOUN
ajis02-1542	235	34	1	1	NUM
ajis02-1542	235	35	.	.	PUNCT
ajis02-1542	236	1	for	for	ADP
ajis02-1542	236	2	each	each	DET
ajis02-1542	236	3	consequent	consequent	NOUN
ajis02-1542	236	4	c	c	NOUN
ajis02-1542	236	5	2	2	X
ajis02-1542	236	6	.	.	PUNCT
ajis02-1542	236	7	rc	rc	PROPN
ajis02-1542	236	8	=	=	PUNCT
ajis02-1542	236	9	all	all	DET
ajis02-1542	236	10	rules	rule	VERB
ajis02-1542	236	11	with	with	ADP
ajis02-1542	236	12	consequent	consequent	ADJ
ajis02-1542	236	13	c	c	NOUN
ajis02-1542	236	14	3	3	X
ajis02-1542	236	15	.	.	X
ajis02-1542	236	16	sort	sort	NOUN
ajis02-1542	236	17	rc	rc	PROPN
ajis02-1542	236	18	increasing	increase	VERB
ajis02-1542	236	19	on	on	ADP
ajis02-1542	236	20	the	the	DET
ajis02-1542	236	21	length	length	NOUN
ajis02-1542	236	22	of	of	ADP
ajis02-1542	236	23	the	the	DET
ajis02-1542	236	24	antecedent	antecedent	NOUN
ajis02-1542	236	25	4	4	NUM
ajis02-1542	236	26	.	.	PUNCT
ajis02-1542	236	27	for	for	ADP
ajis02-1542	236	28	each	each	DET
ajis02-1542	236	29	rule	rule	NOUN
ajis02-1542	236	30	ri	ri	PROPN
ajis02-1542	236	31	in	in	ADP
ajis02-1542	236	32	rc	rc	PROPN
ajis02-1542	236	33	5	5	NUM
ajis02-1542	236	34	.	.	PUNCT
ajis02-1542	237	1	for	for	ADP
ajis02-1542	237	2	each	each	DET
ajis02-1542	237	3	rule	rule	NOUN
ajis02-1542	237	4	rk	rk	NOUN
ajis02-1542	237	5	in	in	ADP
ajis02-1542	237	6	rc[i+1	rc[i+1	ADJ
ajis02-1542	237	7	,	,	PUNCT
ajis02-1542	237	8	|rc|	|rc|	ADJ
ajis02-1542	237	9	]	]	PUNCT
ajis02-1542	237	10	6	6	NUM
ajis02-1542	237	11	.	.	PUNCT
ajis02-1542	237	12	x	x	X
ajis02-1542	237	13	=	=	SYM
ajis02-1542	237	14	antecedent(ri	antecedent(ri	NOUN
ajis02-1542	237	15	)	)	PUNCT
ajis02-1542	237	16	7	7	NUM
ajis02-1542	237	17	.	.	PUNCT
ajis02-1542	237	18	y	y	PROPN
ajis02-1542	237	19	=	=	SYM
ajis02-1542	237	20	antecedent(rj	antecedent(rj	PROPN
ajis02-1542	237	21	)	)	PUNCT
ajis02-1542	237	22	8	8	NUM
ajis02-1542	237	23	.	.	PUNCT
ajis02-1542	238	1	if	if	SCONJ
ajis02-1542	238	2	x	x	PROPN
ajis02-1542	238	3	⊂	⊂	PROPN
ajis02-1542	238	4	y	y	PROPN
ajis02-1542	238	5	9	9	NUM
ajis02-1542	238	6	.	.	PUNCT
ajis02-1542	238	7	q	q	PUNCT
ajis02-1542	239	1	=	=	PUNCT
ajis02-1542	239	2	y\x	y\x	NOUN
ajis02-1542	239	3	10	10	NUM
ajis02-1542	239	4	.	.	PUNCT
ajis02-1542	240	1	if	if	SCONJ
ajis02-1542	240	2	m(x	m(x	PROPN
ajis02-1542	240	3	⇒	⇒	VERB
ajis02-1542	240	4	c	c	PROPN
ajis02-1542	240	5	)	)	PUNCT
ajis02-1542	240	6	≤	≤	NOUN
ajis02-1542	240	7	m(y	m(y	NOUN
ajis02-1542	240	8	⇒	⇒	NOUN
ajis02-1542	240	9	c	c	PROPN
ajis02-1542	240	10	)	)	PUNCT
ajis02-1542	240	11	and	and	CCONJ
ajis02-1542	240	12	m(x	m(x	PROPN
ajis02-1542	240	13	⇒	⇒	VERB
ajis02-1542	240	14	c	c	PROPN
ajis02-1542	240	15	)	)	PUNCT
ajis02-1542	240	16	≤	≤	NOUN
ajis02-1542	241	1	m(x	m(x	PROPN
ajis02-1542	241	2	⇒	⇒	VERB
ajis02-1542	241	3	c	c	PROPN
ajis02-1542	241	4	|	|	ADV
ajis02-1542	241	5	q	q	NOUN
ajis02-1542	241	6	)	)	PUNCT
ajis02-1542	241	7	11	11	NUM
ajis02-1542	241	8	.	.	PUNCT
ajis02-1542	242	1	delete	delete	ADJ
ajis02-1542	242	2	rk	rk	NOUN
ajis02-1542	242	3	12	12	NUM
ajis02-1542	242	4	.	.	PUNCT
ajis02-1542	243	1	return	return	NOUN
ajis02-1542	243	2	r	r	NOUN
ajis02-1542	243	3	algorithm	algorithm	NOUN
ajis02-1542	243	4	3	3	NUM
ajis02-1542	243	5	:	:	PUNCT
ajis02-1542	243	6	prune	prune	NOUN
ajis02-1542	243	7	redundant	redundant	ADJ
ajis02-1542	243	8	generalisations	generalisation	NOUN
ajis02-1542	243	9	input	input	NOUN
ajis02-1542	243	10	:	:	PUNCT
ajis02-1542	243	11	set	set	NOUN
ajis02-1542	243	12	of	of	ADP
ajis02-1542	243	13	rules	rule	NOUN
ajis02-1542	243	14	r	r	NOUN
ajis02-1542	243	15	,	,	PUNCT
ajis02-1542	243	16	dataset	dataset	ADJ
ajis02-1542	243	17	d	d	NOUN
ajis02-1542	243	18	,	,	PUNCT
ajis02-1542	243	19	decreasing	decrease	VERB
ajis02-1542	243	20	goodness	goodness	NOUN
ajis02-1542	243	21	measure	measure	NOUN
ajis02-1542	243	22	m	m	PROPN
ajis02-1542	243	23	(	(	PUNCT
ajis02-1542	243	24	)	)	PUNCT
ajis02-1542	243	25	output	output	NOUN
ajis02-1542	243	26	:	:	PUNCT
ajis02-1542	243	27	set	set	NOUN
ajis02-1542	243	28	of	of	ADP
ajis02-1542	243	29	non	non	ADJ
ajis02-1542	243	30	-	-	ADJ
ajis02-1542	243	31	redundant	redundant	ADJ
ajis02-1542	243	32	rules	rule	NOUN
ajis02-1542	243	33	r	r	NOUN
ajis02-1542	243	34	1	1	NUM
ajis02-1542	243	35	.	.	PUNCT
ajis02-1542	244	1	for	for	ADP
ajis02-1542	244	2	all	all	DET
ajis02-1542	244	3	r	r	NOUN
ajis02-1542	244	4	in	in	ADP
ajis02-1542	244	5	r	r	NOUN
ajis02-1542	244	6	2	2	NUM
ajis02-1542	244	7	.	.	PUNCT
ajis02-1542	244	8	keep(r	keep(r	NOUN
ajis02-1542	244	9	)	)	PUNCT
ajis02-1542	245	1	=	=	NUM
ajis02-1542	245	2	false	false	ADJ
ajis02-1542	245	3	3	3	NUM
ajis02-1542	245	4	.	.	PUNCT
ajis02-1542	246	1	hasspec(r	hasspec(r	X
ajis02-1542	246	2	)	)	PUNCT
ajis02-1542	246	3	=	=	VERB
ajis02-1542	246	4	false	false	ADJ
ajis02-1542	246	5	4	4	NUM
ajis02-1542	246	6	.	.	PUNCT
ajis02-1542	246	7	for	for	ADP
ajis02-1542	246	8	each	each	DET
ajis02-1542	246	9	consequent	consequent	ADJ
ajis02-1542	246	10	c	c	NOUN
ajis02-1542	246	11	5	5	NUM
ajis02-1542	246	12	.	.	PUNCT
ajis02-1542	246	13	rc	rc	PROPN
ajis02-1542	247	1	=	=	PUNCT
ajis02-1542	248	1	all	all	DET
ajis02-1542	248	2	rules	rule	VERB
ajis02-1542	248	3	with	with	ADP
ajis02-1542	248	4	consequent	consequent	ADJ
ajis02-1542	248	5	c	c	NOUN
ajis02-1542	248	6	6	6	NUM
ajis02-1542	248	7	.	.	PUNCT
ajis02-1542	248	8	sort	sort	NOUN
ajis02-1542	248	9	rc	rc	PROPN
ajis02-1542	248	10	increasing	increase	VERB
ajis02-1542	248	11	on	on	ADP
ajis02-1542	248	12	the	the	DET
ajis02-1542	248	13	length	length	NOUN
ajis02-1542	248	14	of	of	ADP
ajis02-1542	248	15	the	the	DET
ajis02-1542	248	16	antecedent	antecedent	NOUN
ajis02-1542	248	17	7	7	NUM
ajis02-1542	248	18	.	.	X
ajis02-1542	248	19	for	for	ADP
ajis02-1542	248	20	each	each	DET
ajis02-1542	248	21	rule	rule	NOUN
ajis02-1542	248	22	ri	ri	PROPN
ajis02-1542	248	23	in	in	ADP
ajis02-1542	248	24	rc	rc	PROPN
ajis02-1542	248	25	(	(	PUNCT
ajis02-1542	248	26	reverse	reverse	ADJ
ajis02-1542	248	27	order	order	NOUN
ajis02-1542	248	28	)	)	PUNCT
ajis02-1542	248	29	8	8	NUM
ajis02-1542	248	30	.	.	PUNCT
ajis02-1542	249	1	if	if	SCONJ
ajis02-1542	249	2	keep(ri	keep(ri	X
ajis02-1542	249	3	)	)	PUNCT
ajis02-1542	249	4	or	or	CCONJ
ajis02-1542	249	5	not	not	PART
ajis02-1542	249	6	hasspec(ri	hasspec(ri	NOUN
ajis02-1542	249	7	)	)	PUNCT
ajis02-1542	249	8	9	9	NUM
ajis02-1542	249	9	.	.	PUNCT
ajis02-1542	250	1	for	for	ADP
ajis02-1542	250	2	each	each	DET
ajis02-1542	250	3	rule	rule	NOUN
ajis02-1542	250	4	rk	rk	NOUN
ajis02-1542	250	5	in	in	ADP
ajis02-1542	250	6	rc[i+1	rc[i+1	ADJ
ajis02-1542	250	7	,	,	PUNCT
ajis02-1542	250	8	|rc|	|rc|	PRON
ajis02-1542	250	9	]	]	PUNCT
ajis02-1542	250	10	10	10	NUM
ajis02-1542	250	11	.	.	PUNCT
ajis02-1542	251	1	y	y	PROPN
ajis02-1542	251	2	=	=	SYM
ajis02-1542	251	3	antecedent(ri	antecedent(ri	PROPN
ajis02-1542	251	4	)	)	PUNCT
ajis02-1542	251	5	11	11	NUM
ajis02-1542	251	6	.	.	PUNCT
ajis02-1542	251	7	x	x	X
ajis02-1542	252	1	=	=	PUNCT
ajis02-1542	252	2	antecedent(rj	antecedent(rj	NOUN
ajis02-1542	252	3	)	)	PUNCT
ajis02-1542	252	4	12	12	NUM
ajis02-1542	252	5	.	.	PUNCT
ajis02-1542	253	1	if	if	SCONJ
ajis02-1542	253	2	x	x	PROPN
ajis02-1542	253	3	⊂	⊂	PROPN
ajis02-1542	253	4	y	y	PROPN
ajis02-1542	253	5	13	13	NUM
ajis02-1542	253	6	.	.	PUNCT
ajis02-1542	254	1	hasspec(ri	hasspec(ri	NOUN
ajis02-1542	254	2	)	)	PUNCT
ajis02-1542	254	3	=	=	PUNCT
ajis02-1542	255	1	true	true	ADJ
ajis02-1542	255	2	14	14	NUM
ajis02-1542	255	3	.	.	PUNCT
ajis02-1542	255	4	q	q	PUNCT
ajis02-1542	256	1	=	=	PUNCT
ajis02-1542	256	2	y\x	y\x	NOUN
ajis02-1542	256	3	15	15	NUM
ajis02-1542	256	4	.	.	PUNCT
ajis02-1542	257	1	if	if	SCONJ
ajis02-1542	257	2	m(x	m(x	PROPN
ajis02-1542	257	3	⇒	⇒	VERB
ajis02-1542	257	4	c	c	PROPN
ajis02-1542	257	5	|	|	ADV
ajis02-1542	257	6	⌐	⌐	NOUN
ajis02-1542	257	7	q	q	NOUN
ajis02-1542	257	8	)	)	PUNCT
ajis02-1542	257	9	≤	≤	NOUN
ajis02-1542	257	10	α	α	DET
ajis02-1542	257	11	16	16	NUM
ajis02-1542	257	12	.	.	PUNCT
ajis02-1542	258	1	keep(rk	keep(rk	NOUN
ajis02-1542	258	2	)	)	PUNCT
ajis02-1542	259	1	=	=	PUNCT
ajis02-1542	259	2	true	true	ADJ
ajis02-1542	259	3	17	17	NUM
ajis02-1542	259	4	.	.	PUNCT
ajis02-1542	260	1	for	for	ADP
ajis02-1542	260	2	all	all	DET
ajis02-1542	260	3	r	r	NOUN
ajis02-1542	260	4	in	in	ADP
ajis02-1542	260	5	r	r	NOUN
ajis02-1542	260	6	18	18	NUM
ajis02-1542	260	7	.	.	PUNCT
ajis02-1542	261	1	if	if	SCONJ
ajis02-1542	261	2	not	not	PART
ajis02-1542	261	3	keep(r	keep(r	PROPN
ajis02-1542	261	4	)	)	PUNCT
ajis02-1542	261	5	and	and	CCONJ
ajis02-1542	261	6	hasspec(r	hasspec(r	NOUN
ajis02-1542	261	7	)	)	PUNCT
ajis02-1542	261	8	19	19	NUM
ajis02-1542	261	9	.	.	PUNCT
ajis02-1542	262	1	delete	delete	ADJ
ajis02-1542	262	2	r	r	NOUN
ajis02-1542	262	3	20	20	NUM
ajis02-1542	262	4	.	.	PUNCT
ajis02-1542	263	1	return	return	NOUN
ajis02-1542	263	2	r	r	NOUN
ajis02-1542	263	3	australasian	australasian	ADJ
ajis02-1542	263	4	journal	journal	NOUN
ajis02-1542	263	5	of	of	ADP
ajis02-1542	263	6	information	information	NOUN
ajis02-1542	263	7	systems	system	NOUN
ajis02-1542	263	8	petersen	petersen	PROPN
ajis02-1542	263	9	,	,	PUNCT
ajis02-1542	263	10	poon	poon	NOUN
ajis02-1542	263	11	j	j	PROPN
ajis02-1542	263	12	,	,	PUNCT
ajis02-1542	263	13	poon	poon	NOUN
ajis02-1542	263	14	s	s	PROPN
ajis02-1542	263	15	&	&	CCONJ
ajis02-1542	263	16	loy	loy	PROPN
ajis02-1542	263	17	2017	2017	NUM
ajis02-1542	263	18	,	,	PUNCT
ajis02-1542	263	19	vol	vol	NOUN
ajis02-1542	263	20	21	21	NUM
ajis02-1542	263	21	,	,	PUNCT
ajis02-1542	263	22	selected	select	VERB
ajis02-1542	263	23	papers	paper	NOUN
ajis02-1542	263	24	from	from	ADP
ajis02-1542	263	25	ausdm	ausdm	NOUN
ajis02-1542	263	26	better	well	ADJ
ajis02-1542	263	27	rulesets	ruleset	NOUN
ajis02-1542	263	28	by	by	ADP
ajis02-1542	263	29	removing	remove	VERB
ajis02-1542	263	30	redundancy	redundancy	NOUN
ajis02-1542	263	31	11	11	NUM
ajis02-1542	263	32	4.2	4.2	NUM
ajis02-1542	263	33	pruning	prune	VERB
ajis02-1542	263	34	the	the	DET
ajis02-1542	263	35	search	search	NOUN
ajis02-1542	263	36	space	space	NOUN
ajis02-1542	263	37	the	the	DET
ajis02-1542	263	38	kingfisher	kingfisher	NOUN
ajis02-1542	263	39	algorithm	algorithm	NOUN
ajis02-1542	263	40	(	(	PUNCT
ajis02-1542	263	41	hämäläinen	hämäläinen	NOUN
ajis02-1542	263	42	2010	2010	NUM
ajis02-1542	263	43	)	)	PUNCT
ajis02-1542	263	44	employs	employ	VERB
ajis02-1542	263	45	two	two	NUM
ajis02-1542	263	46	additional	additional	ADJ
ajis02-1542	263	47	pruning	pruning	NOUN
ajis02-1542	263	48	steps	step	NOUN
ajis02-1542	263	49	to	to	PART
ajis02-1542	263	50	control	control	VERB
ajis02-1542	263	51	the	the	DET
ajis02-1542	263	52	size	size	NOUN
ajis02-1542	263	53	of	of	ADP
ajis02-1542	263	54	the	the	DET
ajis02-1542	263	55	search	search	NOUN
ajis02-1542	263	56	space	space	NOUN
ajis02-1542	263	57	.	.	PUNCT
ajis02-1542	264	1	the	the	DET
ajis02-1542	264	2	first	first	ADJ
ajis02-1542	264	3	,	,	PUNCT
ajis02-1542	264	4	referred	refer	VERB
ajis02-1542	264	5	to	to	ADP
ajis02-1542	264	6	as	as	ADP
ajis02-1542	264	7	the	the	DET
ajis02-1542	264	8	lapis	lapis	PROPN
ajis02-1542	264	9	philosophorum	philosophorum	PROPN
ajis02-1542	264	10	principle	principle	NOUN
ajis02-1542	264	11	,	,	PUNCT
ajis02-1542	264	12	deals	deal	NOUN
ajis02-1542	264	13	with	with	ADP
ajis02-1542	264	14	the	the	DET
ajis02-1542	264	15	case	case	NOUN
ajis02-1542	264	16	where	where	SCONJ
ajis02-1542	264	17	all	all	DET
ajis02-1542	264	18	rules	rule	NOUN
ajis02-1542	264	19	of	of	ADP
ajis02-1542	264	20	the	the	DET
ajis02-1542	264	21	form	form	NOUN
ajis02-1542	264	22	xq	xq	PROPN
ajis02-1542	264	23	⇒	⇒	VERB
ajis02-1542	264	24	a	a	DET
ajis02-1542	264	25	become	become	VERB
ajis02-1542	264	26	impossible	impossible	ADJ
ajis02-1542	264	27	at	at	ADP
ajis02-1542	264	28	a	a	DET
ajis02-1542	264	29	given	give	VERB
ajis02-1542	264	30	node	node	NOUN
ajis02-1542	264	31	x{a	x{a	PRON
ajis02-1542	264	32	}	}	PUNCT
ajis02-1542	264	33	.	.	PUNCT
ajis02-1542	265	1	in	in	ADP
ajis02-1542	265	2	such	such	DET
ajis02-1542	265	3	a	a	DET
ajis02-1542	265	4	case	case	NOUN
ajis02-1542	265	5	,	,	PUNCT
ajis02-1542	265	6	a	a	PRON
ajis02-1542	265	7	is	be	AUX
ajis02-1542	265	8	also	also	ADV
ajis02-1542	265	9	an	an	DET
ajis02-1542	265	10	impossible	impossible	ADJ
ajis02-1542	265	11	consequence	consequence	NOUN
ajis02-1542	265	12	for	for	ADP
ajis02-1542	265	13	children	child	NOUN
ajis02-1542	265	14	of	of	ADP
ajis02-1542	265	15	the	the	DET
ajis02-1542	265	16	parent	parent	NOUN
ajis02-1542	265	17	node	node	NOUN
ajis02-1542	265	18	x	x	X
ajis02-1542	265	19	,	,	PUNCT
ajis02-1542	265	20	and	and	CCONJ
ajis02-1542	265	21	its	its	PRON
ajis02-1542	265	22	possible	possible	ADJ
ajis02-1542	265	23	consequents	consequent	NOUN
ajis02-1542	265	24	vector	vector	NOUN
ajis02-1542	265	25	can	can	AUX
ajis02-1542	265	26	be	be	AUX
ajis02-1542	265	27	updated	update	VERB
ajis02-1542	265	28	.	.	PUNCT
ajis02-1542	266	1	this	this	DET
ajis02-1542	266	2	principle	principle	NOUN
ajis02-1542	266	3	is	be	AUX
ajis02-1542	266	4	also	also	ADV
ajis02-1542	266	5	applied	apply	VERB
ajis02-1542	266	6	in	in	ADP
ajis02-1542	266	7	our	our	PRON
ajis02-1542	266	8	approach	approach	NOUN
ajis02-1542	266	9	.	.	PUNCT
ajis02-1542	267	1	the	the	DET
ajis02-1542	267	2	latter	latter	ADJ
ajis02-1542	267	3	pruning	prune	VERB
ajis02-1542	267	4	step	step	NOUN
ajis02-1542	267	5	is	be	AUX
ajis02-1542	267	6	pruning	prune	VERB
ajis02-1542	267	7	based	base	VERB
ajis02-1542	267	8	on	on	ADP
ajis02-1542	267	9	minimality	minimality	NOUN
ajis02-1542	267	10	.	.	PUNCT
ajis02-1542	268	1	a	a	DET
ajis02-1542	268	2	rule	rule	NOUN
ajis02-1542	268	3	x	x	PUNCT
ajis02-1542	268	4	⇒	⇒	VERB
ajis02-1542	268	5	a	a	PRON
ajis02-1542	268	6	is	be	AUX
ajis02-1542	268	7	considered	consider	VERB
ajis02-1542	268	8	minimal	minimal	ADJ
ajis02-1542	268	9	iff	iff	PROPN
ajis02-1542	268	10	p(a|x)=1	p(a|x)=1	PROPN
ajis02-1542	268	11	.	.	PUNCT
ajis02-1542	269	1	for	for	ADP
ajis02-1542	269	2	a	a	DET
ajis02-1542	269	3	given	give	VERB
ajis02-1542	269	4	minimal	minimal	ADJ
ajis02-1542	269	5	rule	rule	NOUN
ajis02-1542	269	6	x	x	PUNCT
ajis02-1542	269	7	⇒	⇒	VERB
ajis02-1542	269	8	a	a	PRON
ajis02-1542	269	9	,	,	PUNCT
ajis02-1542	269	10	any	any	DET
ajis02-1542	269	11	rule	rule	NOUN
ajis02-1542	269	12	of	of	ADP
ajis02-1542	269	13	the	the	DET
ajis02-1542	269	14	form	form	NOUN
ajis02-1542	269	15	xq	xq	PROPN
ajis02-1542	269	16	⇒	⇒	VERB
ajis02-1542	269	17	a	a	PRON
ajis02-1542	269	18	or	or	CCONJ
ajis02-1542	269	19	xqa	xqa	NOUN
ajis02-1542	269	20	⇒	⇒	PROPN
ajis02-1542	269	21	b	b	NOUN
ajis02-1542	269	22	will	will	AUX
ajis02-1542	269	23	be	be	AUX
ajis02-1542	269	24	either	either	CCONJ
ajis02-1542	269	25	classically	classically	ADV
ajis02-1542	269	26	redundant	redundant	ADJ
ajis02-1542	269	27	or	or	CCONJ
ajis02-1542	269	28	not	not	PART
ajis02-1542	269	29	significant	significant	ADJ
ajis02-1542	269	30	(	(	PUNCT
ajis02-1542	269	31	hämäläinen	hämäläinen	NOUN
ajis02-1542	269	32	2012	2012	NUM
ajis02-1542	269	33	)	)	PUNCT
ajis02-1542	269	34	.	.	PUNCT
ajis02-1542	270	1	𝒃𝒏𝒅𝟏(|𝑨|	𝒃𝒏𝒅𝟏(|𝑨|	NOUN
ajis02-1542	270	2	,	,	PUNCT
ajis02-1542	270	3	𝑵	𝑵	PROPN
ajis02-1542	270	4	)	)	PUNCT
ajis02-1542	270	5	=	=	SYM
ajis02-1542	270	6	𝒇(𝑨	𝒇(𝑨	X
ajis02-1542	270	7	)	)	PUNCT
ajis02-1542	270	8	!	!	PUNCT
ajis02-1542	271	1	𝒇(	𝒇(	PROPN
ajis02-1542	271	2	⌐	⌐	NOUN
ajis02-1542	271	3	𝑨	𝑨	PROPN
ajis02-1542	271	4	)	)	PUNCT
ajis02-1542	271	5	!	!	PUNCT
ajis02-1542	272	1	𝑵	𝑵	PROPN
ajis02-1542	272	2	!	!	PROPN
ajis02-1542	272	3	𝑏𝑛𝑑2(|𝑋|	𝑏𝑛𝑑2(|𝑋|	PROPN
ajis02-1542	272	4	,	,	PUNCT
ajis02-1542	272	5	|𝐴|	|𝐴|	NOUN
ajis02-1542	272	6	,	,	PUNCT
ajis02-1542	272	7	𝑁	𝑁	PROPN
ajis02-1542	272	8	)	)	PUNCT
ajis02-1542	272	9	=	=	SYM
ajis02-1542	272	10	𝑓(	𝑓(	PROPN
ajis02-1542	272	11	⌐	⌐	NOUN
ajis02-1542	272	12	𝑋	𝑋	PROPN
ajis02-1542	272	13	)	)	PUNCT
ajis02-1542	272	14	!	!	PUNCT
ajis02-1542	273	1	𝑓(𝐴	𝑓(𝐴	NOUN
ajis02-1542	273	2	)	)	PUNCT
ajis02-1542	273	3	!	!	PUNCT
ajis02-1542	274	1	𝑁	𝑁	PROPN
ajis02-1542	274	2	!	!	PROPN
ajis02-1542	274	3	(	(	PUNCT
ajis02-1542	274	4	𝑓(𝐴	𝑓(𝐴	NUM
ajis02-1542	274	5	)	)	PUNCT
ajis02-1542	274	6	−	−	PROPN
ajis02-1542	274	7	𝑓(𝑋	𝑓(𝑋	PROPN
ajis02-1542	274	8	)	)	PUNCT
ajis02-1542	274	9	)	)	PUNCT
ajis02-1542	274	10	!	!	PUNCT
ajis02-1542	275	1	𝑏𝑛𝑑3(|𝑋𝐴|	𝑏𝑛𝑑3(|𝑋𝐴|	PROPN
ajis02-1542	275	2	,	,	PUNCT
ajis02-1542	275	3	|𝑋|	|𝑋|	PROPN
ajis02-1542	275	4	,	,	PUNCT
ajis02-1542	275	5	|𝐴|	|𝐴|	NOUN
ajis02-1542	275	6	,	,	PUNCT
ajis02-1542	275	7	𝑁	𝑁	PROPN
ajis02-1542	275	8	)	)	PUNCT
ajis02-1542	275	9	=	=	SYM
ajis02-1542	275	10	𝑓(𝐴	𝑓(𝐴	PROPN
ajis02-1542	275	11	)	)	PUNCT
ajis02-1542	275	12	!	!	PUNCT
ajis02-1542	276	1	𝑓(	𝑓(	NOUN
ajis02-1542	276	2	⌐	⌐	PROPN
ajis02-1542	276	3	𝐴	𝐴	PROPN
ajis02-1542	276	4	)	)	PUNCT
ajis02-1542	276	5	!	!	PUNCT
ajis02-1542	277	1	(	(	PUNCT
ajis02-1542	277	2	𝑁	𝑁	PROPN
ajis02-1542	277	3	−	−	PROPN
ajis02-1542	277	4	𝑓(𝑋𝐴	𝑓(𝑋𝐴	PROPN
ajis02-1542	277	5	)	)	PUNCT
ajis02-1542	277	6	)	)	PUNCT
ajis02-1542	277	7	!	!	PUNCT
ajis02-1542	278	1	𝑁	𝑁	PROPN
ajis02-1542	278	2	!	!	PROPN
ajis02-1542	278	3	𝑓(	𝑓(	PROPN
ajis02-1542	278	4	⌐	⌐	PROPN
ajis02-1542	278	5	𝐴	𝐴	PROPN
ajis02-1542	278	6	)	)	PUNCT
ajis02-1542	278	7	!	!	PUNCT
ajis02-1542	279	1	𝑓(𝐴	𝑓(𝐴	PROPN
ajis02-1542	279	2	⌐	⌐	X
ajis02-1542	279	3	𝑋	𝑋	PROPN
ajis02-1542	279	4	)	)	PUNCT
ajis02-1542	279	5	!	!	PUNCT
ajis02-1542	280	1	table	table	NOUN
ajis02-1542	280	2	5	5	NUM
ajis02-1542	280	3	:	:	PUNCT
ajis02-1542	280	4	lower	low	ADJ
ajis02-1542	280	5	bounds	bound	NOUN
ajis02-1542	280	6	for	for	ADP
ajis02-1542	280	7	fishers	fisher	NOUN
ajis02-1542	281	1	p.	p.	NOUN
ajis02-1542	281	2	the	the	DET
ajis02-1542	281	3	function	function	NOUN
ajis02-1542	281	4	f	f	X
ajis02-1542	281	5	(	(	PUNCT
ajis02-1542	281	6	·	·	PUNCT
ajis02-1542	281	7	)	)	PUNCT
ajis02-1542	282	1	returns	return	VERB
ajis02-1542	282	2	the	the	DET
ajis02-1542	282	3	frequency	frequency	NOUN
ajis02-1542	282	4	of	of	ADP
ajis02-1542	282	5	its	its	PRON
ajis02-1542	282	6	argument	argument	NOUN
ajis02-1542	282	7	in	in	ADP
ajis02-1542	282	8	d.	d.	PROPN
ajis02-1542	282	9	pruning	prune	VERB
ajis02-1542	282	10	based	base	VERB
ajis02-1542	282	11	on	on	ADP
ajis02-1542	282	12	minimality	minimality	NOUN
ajis02-1542	282	13	can	can	AUX
ajis02-1542	282	14	not	not	PART
ajis02-1542	282	15	be	be	AUX
ajis02-1542	282	16	employed	employ	VERB
ajis02-1542	282	17	when	when	SCONJ
ajis02-1542	282	18	searching	search	VERB
ajis02-1542	282	19	for	for	ADP
ajis02-1542	282	20	rules	rule	NOUN
ajis02-1542	282	21	with	with	ADP
ajis02-1542	282	22	robust	robust	ADJ
ajis02-1542	282	23	redundancy	redundancy	NOUN
ajis02-1542	282	24	.	.	PUNCT
ajis02-1542	283	1	we	we	PRON
ajis02-1542	283	2	now	now	ADV
ajis02-1542	283	3	prove	prove	VERB
ajis02-1542	283	4	that	that	SCONJ
ajis02-1542	283	5	with	with	ADP
ajis02-1542	283	6	robust	robust	ADJ
ajis02-1542	283	7	redundancy	redundancy	NOUN
ajis02-1542	283	8	it	it	PRON
ajis02-1542	283	9	is	be	AUX
ajis02-1542	283	10	possible	possible	ADJ
ajis02-1542	283	11	for	for	SCONJ
ajis02-1542	283	12	a	a	DET
ajis02-1542	283	13	specialisation	specialisation	NOUN
ajis02-1542	283	14	of	of	ADP
ajis02-1542	283	15	a	a	DET
ajis02-1542	283	16	minimal	minimal	ADJ
ajis02-1542	283	17	rule	rule	NOUN
ajis02-1542	283	18	to	to	PART
ajis02-1542	283	19	be	be	AUX
ajis02-1542	283	20	both	both	ADV
ajis02-1542	283	21	significant	significant	ADJ
ajis02-1542	283	22	and	and	CCONJ
ajis02-1542	283	23	non	non	ADJ
ajis02-1542	283	24	-	-	ADJ
ajis02-1542	283	25	redundant	redundant	ADJ
ajis02-1542	283	26	.	.	PUNCT
ajis02-1542	284	1	lemma	lemma	PROPN
ajis02-1542	284	2	3	3	NUM
ajis02-1542	284	3	:	:	PUNCT
ajis02-1542	284	4	given	give	VERB
ajis02-1542	284	5	data	data	PROPN
ajis02-1542	284	6	d	d	PROPN
ajis02-1542	284	7	,	,	PUNCT
ajis02-1542	284	8	an	an	DET
ajis02-1542	284	9	increasing	increase	VERB
ajis02-1542	284	10	statistical	statistical	ADJ
ajis02-1542	284	11	goodness	goodness	NOUN
ajis02-1542	284	12	measure	measure	NOUN
ajis02-1542	284	13	m	m	PROPN
ajis02-1542	284	14	(	(	PUNCT
ajis02-1542	284	15	·	·	PUNCT
ajis02-1542	284	16	)	)	PUNCT
ajis02-1542	284	17	,	,	PUNCT
ajis02-1542	284	18	and	and	CCONJ
ajis02-1542	284	19	rule	rule	NOUN
ajis02-1542	284	20	x	x	PUNCT
ajis02-1542	284	21	⇒	⇒	VERB
ajis02-1542	284	22	a	a	DET
ajis02-1542	284	23	such	such	ADJ
ajis02-1542	284	24	that	that	DET
ajis02-1542	284	25	p(a|x)=1	p(a|x)=1	PROPN
ajis02-1542	284	26	,	,	PUNCT
ajis02-1542	284	27	xq	xq	PROPN
ajis02-1542	284	28	⇒	⇒	VERB
ajis02-1542	284	29	a	a	PRON
ajis02-1542	284	30	may	may	AUX
ajis02-1542	284	31	exist	exist	VERB
ajis02-1542	284	32	such	such	ADJ
ajis02-1542	284	33	that	that	SCONJ
ajis02-1542	284	34	m(x	m(x	PROPN
ajis02-1542	284	35	⇒	⇒	VERB
ajis02-1542	284	36	a	a	PRON
ajis02-1542	284	37	)	)	PUNCT
ajis02-1542	284	38	<	<	X
ajis02-1542	284	39	m(x	m(x	PROPN
ajis02-1542	284	40	⇒	⇒	VERB
ajis02-1542	284	41	a|q	a|q	PROPN
ajis02-1542	284	42	)	)	PUNCT
ajis02-1542	284	43	.	.	PUNCT
ajis02-1542	285	1	x	x	PUNCT
ajis02-1542	285	2	⇒	⇒	VERB
ajis02-1542	285	3	a	a	PRON
ajis02-1542	285	4	is	be	AUX
ajis02-1542	285	5	minimal	minimal	ADJ
ajis02-1542	285	6	implies	imply	VERB
ajis02-1542	285	7	the	the	DET
ajis02-1542	285	8	frequency	frequency	NOUN
ajis02-1542	285	9	of	of	ADP
ajis02-1542	285	10	set	set	NOUN
ajis02-1542	285	11	x	x	X
ajis02-1542	285	12	⌐	⌐	NOUN
ajis02-1542	285	13	a	a	PRON
ajis02-1542	285	14	is	be	AUX
ajis02-1542	285	15	0	0	NUM
ajis02-1542	285	16	.	.	PUNCT
ajis02-1542	286	1	the	the	DET
ajis02-1542	286	2	frequencies	frequency	NOUN
ajis02-1542	286	3	of	of	ADP
ajis02-1542	286	4	sets	set	NOUN
ajis02-1542	286	5	xa	xa	PROPN
ajis02-1542	286	6	,	,	PUNCT
ajis02-1542	286	7	⌐	⌐	PROPN
ajis02-1542	286	8	xa	xa	PROPN
ajis02-1542	286	9	,	,	PUNCT
ajis02-1542	286	10	and	and	CCONJ
ajis02-1542	286	11	⌐	⌐	NOUN
ajis02-1542	286	12	x	x	NOUN
ajis02-1542	286	13	⌐	⌐	PROPN
ajis02-1542	286	14	a	a	PRON
ajis02-1542	286	15	are	be	AUX
ajis02-1542	286	16	unknown	unknown	ADJ
ajis02-1542	286	17	.	.	PUNCT
ajis02-1542	287	1	let	let	VERB
ajis02-1542	287	2	q	q	PRON
ajis02-1542	287	3	be	be	AUX
ajis02-1542	287	4	a	a	DET
ajis02-1542	287	5	set	set	NOUN
ajis02-1542	287	6	of	of	ADP
ajis02-1542	287	7	attributes	attribute	NOUN
ajis02-1542	287	8	whose	whose	DET
ajis02-1542	287	9	corresponding	corresponding	ADJ
ajis02-1542	287	10	rows	row	NOUN
ajis02-1542	287	11	in	in	ADP
ajis02-1542	287	12	d	d	PROPN
ajis02-1542	287	13	exactly	exactly	ADV
ajis02-1542	287	14	match	match	VERB
ajis02-1542	287	15	the	the	DET
ajis02-1542	287	16	sets	set	NOUN
ajis02-1542	287	17	xa	xa	PROPN
ajis02-1542	287	18	and	and	CCONJ
ajis02-1542	287	19	⌐	⌐	PROPN
ajis02-1542	287	20	x	x	X
ajis02-1542	287	21	⌐	⌐	NOUN
ajis02-1542	287	22	a.	a.	NOUN
ajis02-1542	287	23	m(x	m(x	PROPN
ajis02-1542	287	24	⇒	⇒	VERB
ajis02-1542	287	25	a	a	PRON
ajis02-1542	287	26	)	)	PUNCT
ajis02-1542	287	27	increases	increase	NOUN
ajis02-1542	287	28	with	with	ADP
ajis02-1542	287	29	each	each	DET
ajis02-1542	287	30	occurrence	occurrence	NOUN
ajis02-1542	287	31	of	of	ADP
ajis02-1542	287	32	xa	xa	PROPN
ajis02-1542	287	33	and	and	CCONJ
ajis02-1542	287	34	⌐	⌐	PROPN
ajis02-1542	287	35	x	x	X
ajis02-1542	287	36	⌐	⌐	PROPN
ajis02-1542	287	37	a	a	NOUN
ajis02-1542	287	38	,	,	PUNCT
ajis02-1542	287	39	and	and	CCONJ
ajis02-1542	287	40	decreases	decrease	VERB
ajis02-1542	287	41	with	with	ADP
ajis02-1542	287	42	each	each	DET
ajis02-1542	287	43	occurrence	occurrence	NOUN
ajis02-1542	287	44	of	of	ADP
ajis02-1542	287	45	⌐	⌐	PROPN
ajis02-1542	287	46	xa	xa	PROPN
ajis02-1542	287	47	.	.	PUNCT
ajis02-1542	288	1	it	it	PRON
ajis02-1542	288	2	is	be	AUX
ajis02-1542	288	3	easy	easy	ADJ
ajis02-1542	288	4	to	to	PART
ajis02-1542	288	5	observe	observe	VERB
ajis02-1542	288	6	tat	tat	NOUN
ajis02-1542	288	7	freq(xa)=freq(xqa	freq(xa)=freq(xqa	NOUN
ajis02-1542	288	8	)	)	PUNCT
ajis02-1542	288	9	,	,	PUNCT
ajis02-1542	288	10	freq(	freq(	VERB
ajis02-1542	288	11	⌐	⌐	PROPN
ajis02-1542	288	12	x	x	NOUN
ajis02-1542	288	13	⌐	⌐	PROPN
ajis02-1542	288	14	a)=freq(	a)=freq(	X
ajis02-1542	288	15	⌐	⌐	PROPN
ajis02-1542	288	16	xq	xq	PROPN
ajis02-1542	288	17	⌐	⌐	PROPN
ajis02-1542	288	18	a	a	X
ajis02-1542	288	19	)	)	PUNCT
ajis02-1542	288	20	,	,	PUNCT
ajis02-1542	288	21	and	and	CCONJ
ajis02-1542	288	22	freq(	freq(	PROPN
ajis02-1542	288	23	⌐	⌐	PROPN
ajis02-1542	288	24	xa	xa	PROPN
ajis02-1542	288	25	)	)	PUNCT
ajis02-1542	288	26	≥	≥	PRON
ajis02-1542	288	27	freq(	freq(	VERB
ajis02-1542	288	28	⌐	⌐	PROPN
ajis02-1542	288	29	xqa	xqa	PROPN
ajis02-1542	288	30	)	)	PUNCT
ajis02-1542	288	31	.	.	PUNCT
ajis02-1542	289	1	assuming	assume	VERB
ajis02-1542	289	2	d	d	NOUN
ajis02-1542	289	3	contains	contain	VERB
ajis02-1542	289	4	at	at	ADV
ajis02-1542	289	5	least	least	ADV
ajis02-1542	289	6	one	one	NUM
ajis02-1542	289	7	occurrence	occurrence	NOUN
ajis02-1542	289	8	of	of	ADP
ajis02-1542	289	9	⌐	⌐	PROPN
ajis02-1542	289	10	xa	xa	PROPN
ajis02-1542	289	11	,	,	PUNCT
ajis02-1542	289	12	m(x	m(x	PROPN
ajis02-1542	289	13	⇒	⇒	VERB
ajis02-1542	289	14	a|q	a|q	PROPN
ajis02-1542	289	15	)	)	PUNCT
ajis02-1542	289	16	will	will	AUX
ajis02-1542	289	17	therefore	therefore	ADV
ajis02-1542	289	18	be	be	AUX
ajis02-1542	289	19	greater	great	ADJ
ajis02-1542	289	20	than	than	ADP
ajis02-1542	289	21	m(x	m(x	PROPN
ajis02-1542	289	22	⇒	⇒	VERB
ajis02-1542	289	23	a	a	PRON
ajis02-1542	289	24	)	)	PUNCT
ajis02-1542	289	25	.	.	PUNCT
ajis02-1542	290	1	■	■	PUNCT
ajis02-1542	290	2	lemma	lemma	PROPN
ajis02-1542	290	3	4	4	NUM
ajis02-1542	290	4	:	:	PUNCT
ajis02-1542	290	5	given	give	VERB
ajis02-1542	290	6	data	data	PROPN
ajis02-1542	290	7	d	d	PROPN
ajis02-1542	290	8	,	,	PUNCT
ajis02-1542	290	9	an	an	DET
ajis02-1542	290	10	increasing	increase	VERB
ajis02-1542	290	11	statistical	statistical	ADJ
ajis02-1542	290	12	goodness	goodness	NOUN
ajis02-1542	290	13	measure	measure	NOUN
ajis02-1542	290	14	m	m	PROPN
ajis02-1542	290	15	(	(	PUNCT
ajis02-1542	290	16	·	·	PUNCT
ajis02-1542	290	17	)	)	PUNCT
ajis02-1542	290	18	,	,	PUNCT
ajis02-1542	290	19	and	and	CCONJ
ajis02-1542	290	20	a	a	DET
ajis02-1542	290	21	rule	rule	NOUN
ajis02-1542	290	22	x	x	PUNCT
ajis02-1542	290	23	⇒	⇒	VERB
ajis02-1542	290	24	a	a	DET
ajis02-1542	290	25	such	such	ADJ
ajis02-1542	290	26	that	that	DET
ajis02-1542	290	27	p(a|x)=1	p(a|x)=1	NOUN
ajis02-1542	290	28	,	,	PUNCT
ajis02-1542	290	29	there	there	PRON
ajis02-1542	290	30	may	may	AUX
ajis02-1542	290	31	exist	exist	VERB
ajis02-1542	290	32	a	a	DET
ajis02-1542	290	33	rule	rule	NOUN
ajis02-1542	290	34	xqa	xqa	NOUN
ajis02-1542	291	1	⇒	⇒	PROPN
ajis02-1542	291	2	b	b	PROPN
ajis02-1542	291	3	such	such	ADJ
ajis02-1542	291	4	that	that	PRON
ajis02-1542	291	5	m(xa	m(xa	PROPN
ajis02-1542	291	6	⇒	⇒	NOUN
ajis02-1542	291	7	b	b	X
ajis02-1542	291	8	)	)	PUNCT
ajis02-1542	291	9	<	<	X
ajis02-1542	291	10	m(xa	m(xa	PROPN
ajis02-1542	291	11	⇒	⇒	NOUN
ajis02-1542	291	12	b|q	b|q	ADV
ajis02-1542	291	13	)	)	PUNCT
ajis02-1542	291	14	.	.	PUNCT
ajis02-1542	292	1	x	x	PUNCT
ajis02-1542	292	2	⇒	⇒	VERB
ajis02-1542	292	3	a	a	PRON
ajis02-1542	292	4	is	be	AUX
ajis02-1542	292	5	minimal	minimal	ADJ
ajis02-1542	292	6	implies	imply	VERB
ajis02-1542	292	7	that	that	SCONJ
ajis02-1542	292	8	the	the	DET
ajis02-1542	292	9	frequency	frequency	NOUN
ajis02-1542	292	10	of	of	ADP
ajis02-1542	292	11	the	the	DET
ajis02-1542	292	12	set	set	NOUN
ajis02-1542	292	13	x	x	NOUN
ajis02-1542	292	14	⌐	⌐	NOUN
ajis02-1542	292	15	a	a	PRON
ajis02-1542	292	16	is	be	AUX
ajis02-1542	292	17	0	0	NUM
ajis02-1542	292	18	.	.	PUNCT
ajis02-1542	292	19	hence	hence	ADV
ajis02-1542	292	20	freq(xa	freq(xa	ADJ
ajis02-1542	292	21	)	)	PUNCT
ajis02-1542	292	22	≥	≥	NOUN
ajis02-1542	292	23	freq(xqa	freq(xqa	PROPN
ajis02-1542	292	24	)	)	PUNCT
ajis02-1542	292	25	.	.	PUNCT
ajis02-1542	293	1	the	the	DET
ajis02-1542	293	2	frequencies	frequency	NOUN
ajis02-1542	293	3	of	of	ADP
ajis02-1542	293	4	the	the	DET
ajis02-1542	293	5	sets	set	NOUN
ajis02-1542	293	6	xa	xa	PROPN
ajis02-1542	293	7	,	,	PUNCT
ajis02-1542	293	8	⌐	⌐	PROPN
ajis02-1542	293	9	xa	xa	PROPN
ajis02-1542	293	10	,	,	PUNCT
ajis02-1542	293	11	and	and	CCONJ
ajis02-1542	293	12	⌐	⌐	NOUN
ajis02-1542	293	13	x	x	NOUN
ajis02-1542	293	14	⌐	⌐	PROPN
ajis02-1542	293	15	a	a	PRON
ajis02-1542	293	16	are	be	AUX
ajis02-1542	293	17	unknown	unknown	ADJ
ajis02-1542	293	18	.	.	PUNCT
ajis02-1542	294	1	let	let	VERB
ajis02-1542	294	2	q	q	PRON
ajis02-1542	294	3	be	be	AUX
ajis02-1542	294	4	a	a	DET
ajis02-1542	294	5	set	set	NOUN
ajis02-1542	294	6	of	of	ADP
ajis02-1542	294	7	attributes	attribute	NOUN
ajis02-1542	294	8	whose	whose	DET
ajis02-1542	294	9	rows	row	NOUN
ajis02-1542	294	10	in	in	ADP
ajis02-1542	294	11	d	d	PROPN
ajis02-1542	294	12	exactly	exactly	ADV
ajis02-1542	294	13	match	match	VERB
ajis02-1542	294	14	the	the	DET
ajis02-1542	294	15	sets	set	NOUN
ajis02-1542	294	16	cb	cb	PROPN
ajis02-1542	294	17	and	and	CCONJ
ajis02-1542	294	18	⌐	⌐	PROPN
ajis02-1542	294	19	c	c	PROPN
ajis02-1542	294	20	⌐	⌐	PROPN
ajis02-1542	294	21	b	b	NOUN
ajis02-1542	294	22	where	where	SCONJ
ajis02-1542	294	23	c	c	AUX
ajis02-1542	294	24	=	=	SYM
ajis02-1542	294	25	xa	xa	PROPN
ajis02-1542	294	26	.	.	PROPN
ajis02-1542	294	27	observe	observe	VERB
ajis02-1542	294	28	that	that	DET
ajis02-1542	294	29	freq(c)=freq(cq	freq(c)=freq(cq	NOUN
ajis02-1542	294	30	)	)	PUNCT
ajis02-1542	294	31	,	,	PUNCT
ajis02-1542	294	32	freq(	freq(	VERB
ajis02-1542	294	33	⌐	⌐	PROPN
ajis02-1542	294	34	c	c	NOUN
ajis02-1542	294	35	⌐	⌐	PROPN
ajis02-1542	294	36	b)=freq(	b)=freq(	X
ajis02-1542	294	37	⌐	⌐	PROPN
ajis02-1542	294	38	cq	cq	PROPN
ajis02-1542	294	39	⌐	⌐	PROPN
ajis02-1542	294	40	b	b	NOUN
ajis02-1542	294	41	)	)	PUNCT
ajis02-1542	294	42	,	,	PUNCT
ajis02-1542	294	43	and	and	CCONJ
ajis02-1542	294	44	freq(	freq(	VERB
ajis02-1542	294	45	⌐	⌐	PROPN
ajis02-1542	294	46	c	c	NOUN
ajis02-1542	294	47	)	)	PUNCT
ajis02-1542	294	48	≥	≥	NOUN
ajis02-1542	294	49	freq(	freq(	VERB
ajis02-1542	294	50	⌐	⌐	PROPN
ajis02-1542	294	51	cq	cq	NOUN
ajis02-1542	294	52	)	)	PUNCT
ajis02-1542	294	53	.	.	PUNCT
ajis02-1542	295	1	assuming	assume	VERB
ajis02-1542	295	2	d	d	NOUN
ajis02-1542	295	3	contains	contain	VERB
ajis02-1542	295	4	at	at	ADV
ajis02-1542	295	5	least	least	ADV
ajis02-1542	295	6	one	one	NUM
ajis02-1542	295	7	occurrence	occurrence	NOUN
ajis02-1542	295	8	of	of	ADP
ajis02-1542	295	9	⌐	⌐	PROPN
ajis02-1542	295	10	cb	cb	PROPN
ajis02-1542	295	11	,	,	PUNCT
ajis02-1542	295	12	m(c	m(c	PROPN
ajis02-1542	295	13	⇒	⇒	PROPN
ajis02-1542	295	14	b|q	b|q	ADV
ajis02-1542	295	15	)	)	PUNCT
ajis02-1542	295	16	will	will	AUX
ajis02-1542	295	17	therefore	therefore	ADV
ajis02-1542	295	18	be	be	AUX
ajis02-1542	295	19	greater	great	ADJ
ajis02-1542	295	20	than	than	ADP
ajis02-1542	295	21	m(c	m(c	PROPN
ajis02-1542	295	22	⇒	⇒	PROPN
ajis02-1542	295	23	b	b	PROPN
ajis02-1542	295	24	)	)	PUNCT
ajis02-1542	295	25	(	(	PUNCT
ajis02-1542	295	26	or	or	CCONJ
ajis02-1542	295	27	m(xa	m(xa	PROPN
ajis02-1542	295	28	⇒	⇒	NOUN
ajis02-1542	295	29	b|q	b|q	ADV
ajis02-1542	295	30	)	)	PUNCT
ajis02-1542	296	1	>	>	PUNCT
ajis02-1542	296	2	m(xa	m(xa	PROPN
ajis02-1542	296	3	⇒	⇒	NOUN
ajis02-1542	296	4	b	b	NOUN
ajis02-1542	296	5	)	)	PUNCT
ajis02-1542	296	6	)	)	PUNCT
ajis02-1542	296	7	.	.	PUNCT
ajis02-1542	297	1	■	■	PUNCT
ajis02-1542	297	2	4.3	4.3	NUM
ajis02-1542	297	3	identification	identification	NOUN
ajis02-1542	297	4	of	of	ADP
ajis02-1542	297	5	redundant	redundant	ADJ
ajis02-1542	297	6	rules	rule	NOUN
ajis02-1542	297	7	the	the	DET
ajis02-1542	297	8	process	process	NOUN
ajis02-1542	297	9	for	for	ADP
ajis02-1542	297	10	pruning	prune	VERB
ajis02-1542	297	11	specialisation	specialisation	NOUN
ajis02-1542	297	12	redundant	redundant	ADJ
ajis02-1542	297	13	rules	rule	NOUN
ajis02-1542	297	14	is	be	AUX
ajis02-1542	297	15	given	give	VERB
ajis02-1542	297	16	in	in	ADP
ajis02-1542	297	17	algorithm	algorithm	NOUN
ajis02-1542	297	18	2	2	NUM
ajis02-1542	297	19	.	.	PUNCT
ajis02-1542	298	1	after	after	ADP
ajis02-1542	298	2	grouping	group	VERB
ajis02-1542	298	3	rules	rule	NOUN
ajis02-1542	298	4	based	base	VERB
ajis02-1542	298	5	on	on	ADP
ajis02-1542	298	6	their	their	PRON
ajis02-1542	298	7	consequent	consequent	NOUN
ajis02-1542	298	8	,	,	PUNCT
ajis02-1542	298	9	rules	rule	NOUN
ajis02-1542	298	10	are	be	AUX
ajis02-1542	298	11	sorted	sort	VERB
ajis02-1542	298	12	in	in	ADP
ajis02-1542	298	13	increasing	increase	VERB
ajis02-1542	298	14	order	order	NOUN
ajis02-1542	298	15	based	base	VERB
ajis02-1542	298	16	on	on	ADP
ajis02-1542	298	17	the	the	DET
ajis02-1542	298	18	length	length	NOUN
ajis02-1542	298	19	of	of	ADP
ajis02-1542	298	20	their	their	PRON
ajis02-1542	298	21	antecedent	antecedent	NOUN
ajis02-1542	298	22	(	(	PUNCT
ajis02-1542	298	23	steps	step	NOUN
ajis02-1542	298	24	1	1	NUM
ajis02-1542	298	25	-	-	SYM
ajis02-1542	298	26	3	3	NUM
ajis02-1542	298	27	)	)	PUNCT
ajis02-1542	298	28	.	.	PUNCT
ajis02-1542	299	1	all	all	DET
ajis02-1542	299	2	pairs	pair	NOUN
ajis02-1542	299	3	of	of	ADP
ajis02-1542	299	4	rules	rule	NOUN
ajis02-1542	299	5	within	within	ADP
ajis02-1542	299	6	each	each	DET
ajis02-1542	299	7	group	group	NOUN
ajis02-1542	299	8	are	be	AUX
ajis02-1542	299	9	then	then	ADV
ajis02-1542	299	10	considered	consider	VERB
ajis02-1542	299	11	(	(	PUNCT
ajis02-1542	299	12	steps	step	NOUN
ajis02-1542	299	13	47	47	NUM
ajis02-1542	299	14	)	)	PUNCT
ajis02-1542	299	15	,	,	PUNCT
ajis02-1542	299	16	and	and	CCONJ
ajis02-1542	299	17	for	for	ADP
ajis02-1542	299	18	those	those	DET
ajis02-1542	299	19	pairs	pair	NOUN
ajis02-1542	299	20	which	which	PRON
ajis02-1542	299	21	contain	contain	VERB
ajis02-1542	299	22	a	a	DET
ajis02-1542	299	23	specialisation	specialisation	NOUN
ajis02-1542	299	24	/	/	SYM
ajis02-1542	299	25	generalisation	generalisation	NOUN
ajis02-1542	299	26	pair	pair	NOUN
ajis02-1542	299	27	we	we	PRON
ajis02-1542	299	28	compute	compute	VERB
ajis02-1542	299	29	the	the	DET
ajis02-1542	299	30	australasian	australasian	ADJ
ajis02-1542	299	31	journal	journal	NOUN
ajis02-1542	299	32	of	of	ADP
ajis02-1542	299	33	information	information	NOUN
ajis02-1542	299	34	systems	system	NOUN
ajis02-1542	299	35	petersen	petersen	PROPN
ajis02-1542	299	36	,	,	PUNCT
ajis02-1542	299	37	poon	poon	NOUN
ajis02-1542	299	38	j	j	PROPN
ajis02-1542	299	39	,	,	PUNCT
ajis02-1542	299	40	poon	poon	NOUN
ajis02-1542	299	41	s	s	PROPN
ajis02-1542	299	42	&	&	CCONJ
ajis02-1542	299	43	loy	loy	PROPN
ajis02-1542	299	44	2017	2017	NUM
ajis02-1542	299	45	,	,	PUNCT
ajis02-1542	299	46	vol	vol	NOUN
ajis02-1542	299	47	21	21	NUM
ajis02-1542	299	48	,	,	PUNCT
ajis02-1542	299	49	selected	select	VERB
ajis02-1542	299	50	papers	paper	NOUN
ajis02-1542	299	51	from	from	ADP
ajis02-1542	299	52	ausdm	ausdm	NOUN
ajis02-1542	299	53	better	well	ADJ
ajis02-1542	299	54	rulesets	ruleset	NOUN
ajis02-1542	299	55	by	by	ADP
ajis02-1542	299	56	removing	remove	VERB
ajis02-1542	299	57	redundancy	redundancy	NOUN
ajis02-1542	299	58	12	12	NUM
ajis02-1542	299	59	appropriate	appropriate	ADJ
ajis02-1542	299	60	m	m	NOUN
ajis02-1542	299	61	(	(	PUNCT
ajis02-1542	299	62	)	)	PUNCT
ajis02-1542	299	63	values	value	NOUN
ajis02-1542	299	64	to	to	PART
ajis02-1542	299	65	determine	determine	VERB
ajis02-1542	299	66	specialisation	specialisation	NOUN
ajis02-1542	299	67	redundancy	redundancy	NOUN
ajis02-1542	299	68	.	.	PUNCT
ajis02-1542	300	1	rules	rule	NOUN
ajis02-1542	300	2	which	which	PRON
ajis02-1542	300	3	are	be	AUX
ajis02-1542	300	4	found	find	VERB
ajis02-1542	300	5	to	to	PART
ajis02-1542	300	6	be	be	AUX
ajis02-1542	300	7	specialisation	specialisation	NOUN
ajis02-1542	300	8	redundant	redundant	ADJ
ajis02-1542	300	9	are	be	AUX
ajis02-1542	300	10	then	then	ADV
ajis02-1542	300	11	deleted	delete	VERB
ajis02-1542	300	12	(	(	PUNCT
ajis02-1542	300	13	steps	step	NOUN
ajis02-1542	300	14	8	8	NUM
ajis02-1542	300	15	11	11	NUM
ajis02-1542	300	16	)	)	PUNCT
ajis02-1542	300	17	.	.	PUNCT
ajis02-1542	301	1	the	the	DET
ajis02-1542	301	2	process	process	NOUN
ajis02-1542	301	3	for	for	ADP
ajis02-1542	301	4	removing	remove	VERB
ajis02-1542	301	5	redundant	redundant	ADJ
ajis02-1542	301	6	generalisations	generalisation	NOUN
ajis02-1542	301	7	is	be	AUX
ajis02-1542	301	8	described	describe	VERB
ajis02-1542	301	9	in	in	ADP
ajis02-1542	301	10	algorithm	algorithm	NOUN
ajis02-1542	301	11	3	3	NUM
ajis02-1542	301	12	.	.	PUNCT
ajis02-1542	302	1	we	we	PRON
ajis02-1542	302	2	begin	begin	VERB
ajis02-1542	302	3	by	by	ADP
ajis02-1542	302	4	grouping	group	VERB
ajis02-1542	302	5	rules	rule	NOUN
ajis02-1542	302	6	based	base	VERB
ajis02-1542	302	7	on	on	ADP
ajis02-1542	302	8	consequent	consequent	NOUN
ajis02-1542	302	9	,	,	PUNCT
ajis02-1542	302	10	then	then	ADV
ajis02-1542	302	11	sort	sort	ADV
ajis02-1542	302	12	rules	rule	NOUN
ajis02-1542	302	13	based	base	VERB
ajis02-1542	302	14	on	on	ADP
ajis02-1542	302	15	antecedent	antecedent	NOUN
ajis02-1542	302	16	length	length	NOUN
ajis02-1542	302	17	(	(	PUNCT
ajis02-1542	302	18	lines	line	NOUN
ajis02-1542	302	19	4	4	NUM
ajis02-1542	302	20	-	-	SYM
ajis02-1542	302	21	7	7	NUM
ajis02-1542	302	22	)	)	PUNCT
ajis02-1542	302	23	.	.	PUNCT
ajis02-1542	303	1	we	we	PRON
ajis02-1542	303	2	then	then	ADV
ajis02-1542	303	3	traverse	traverse	VERB
ajis02-1542	303	4	the	the	DET
ajis02-1542	303	5	rule	rule	NOUN
ajis02-1542	303	6	list	list	NOUN
ajis02-1542	303	7	in	in	ADP
ajis02-1542	303	8	reverse	reverse	ADJ
ajis02-1542	303	9	order	order	NOUN
ajis02-1542	303	10	,	,	PUNCT
ajis02-1542	303	11	and	and	CCONJ
ajis02-1542	303	12	for	for	ADP
ajis02-1542	303	13	each	each	DET
ajis02-1542	303	14	rule	rule	NOUN
ajis02-1542	303	15	consider	consider	VERB
ajis02-1542	303	16	each	each	PRON
ajis02-1542	303	17	of	of	ADP
ajis02-1542	303	18	its	its	PRON
ajis02-1542	303	19	specialisations	specialisation	NOUN
ajis02-1542	303	20	in	in	ADP
ajis02-1542	303	21	turn	turn	NOUN
ajis02-1542	303	22	(	(	PUNCT
ajis02-1542	303	23	lines	line	NOUN
ajis02-1542	303	24	9	9	NUM
ajis02-1542	303	25	-	-	SYM
ajis02-1542	303	26	12	12	NUM
ajis02-1542	303	27	)	)	PUNCT
ajis02-1542	303	28	.	.	PUNCT
ajis02-1542	304	1	as	as	ADP
ajis02-1542	304	2	a	a	DET
ajis02-1542	304	3	rule	rule	NOUN
ajis02-1542	304	4	only	only	ADV
ajis02-1542	304	5	needs	need	VERB
ajis02-1542	304	6	to	to	PART
ajis02-1542	304	7	be	be	AUX
ajis02-1542	304	8	non	non	ADJ
ajis02-1542	304	9	-	-	ADJ
ajis02-1542	304	10	redundant	redundant	ADJ
ajis02-1542	304	11	w.r.t	w.r.t	NOUN
ajis02-1542	304	12	.	.	PUNCT
ajis02-1542	305	1	one	one	NUM
ajis02-1542	305	2	of	of	ADP
ajis02-1542	305	3	its	its	PRON
ajis02-1542	305	4	specialisations	specialisation	NOUN
ajis02-1542	305	5	to	to	PART
ajis02-1542	305	6	be	be	AUX
ajis02-1542	305	7	kept	keep	VERB
ajis02-1542	305	8	,	,	PUNCT
ajis02-1542	305	9	we	we	PRON
ajis02-1542	305	10	begin	begin	VERB
ajis02-1542	305	11	by	by	ADP
ajis02-1542	305	12	tagging	tag	VERB
ajis02-1542	305	13	each	each	DET
ajis02-1542	305	14	rule	rule	NOUN
ajis02-1542	305	15	as	as	ADP
ajis02-1542	305	16	an	an	DET
ajis02-1542	305	17	exclude	exclude	NOUN
ajis02-1542	305	18	(	(	PUNCT
ajis02-1542	305	19	line	line	NOUN
ajis02-1542	305	20	2	2	NUM
ajis02-1542	305	21	)	)	PUNCT
ajis02-1542	305	22	,	,	PUNCT
ajis02-1542	305	23	then	then	ADV
ajis02-1542	305	24	changing	change	VERB
ajis02-1542	305	25	this	this	DET
ajis02-1542	305	26	value	value	NOUN
ajis02-1542	305	27	to	to	ADP
ajis02-1542	305	28	true	true	ADJ
ajis02-1542	305	29	should	should	AUX
ajis02-1542	305	30	an	an	DET
ajis02-1542	305	31	appropriate	appropriate	ADJ
ajis02-1542	305	32	specialisation	specialisation	NOUN
ajis02-1542	305	33	be	be	AUX
ajis02-1542	305	34	found	find	VERB
ajis02-1542	305	35	(	(	PUNCT
ajis02-1542	305	36	lines	line	NOUN
ajis02-1542	305	37	14	14	NUM
ajis02-1542	305	38	-	-	SYM
ajis02-1542	305	39	16	16	NUM
ajis02-1542	305	40	)	)	PUNCT
ajis02-1542	305	41	.	.	PUNCT
ajis02-1542	306	1	we	we	PRON
ajis02-1542	306	2	also	also	ADV
ajis02-1542	306	3	tag	tag	VERB
ajis02-1542	306	4	rules	rule	NOUN
ajis02-1542	306	5	according	accord	VERB
ajis02-1542	306	6	to	to	ADP
ajis02-1542	306	7	whether	whether	SCONJ
ajis02-1542	306	8	they	they	PRON
ajis02-1542	306	9	have	have	AUX
ajis02-1542	306	10	a	a	DET
ajis02-1542	306	11	specialisation	specialisation	NOUN
ajis02-1542	306	12	to	to	PART
ajis02-1542	306	13	avoid	avoid	VERB
ajis02-1542	306	14	erroneous	erroneous	ADJ
ajis02-1542	306	15	removal	removal	NOUN
ajis02-1542	306	16	(	(	PUNCT
ajis02-1542	306	17	lines	line	NOUN
ajis02-1542	306	18	3	3	NUM
ajis02-1542	306	19	and	and	CCONJ
ajis02-1542	306	20	13	13	NUM
ajis02-1542	306	21	)	)	PUNCT
ajis02-1542	306	22	.	.	PUNCT
ajis02-1542	307	1	rules	rule	NOUN
ajis02-1542	307	2	are	be	AUX
ajis02-1542	307	3	then	then	ADV
ajis02-1542	307	4	removed	remove	VERB
ajis02-1542	307	5	according	accord	VERB
ajis02-1542	307	6	to	to	ADP
ajis02-1542	307	7	these	these	DET
ajis02-1542	307	8	tags	tag	NOUN
ajis02-1542	307	9	at	at	ADP
ajis02-1542	307	10	the	the	DET
ajis02-1542	307	11	end	end	NOUN
ajis02-1542	307	12	of	of	ADP
ajis02-1542	307	13	the	the	DET
ajis02-1542	307	14	algorithm	algorithm	NOUN
ajis02-1542	307	15	(	(	PUNCT
ajis02-1542	307	16	lines	line	NOUN
ajis02-1542	307	17	17	17	NUM
ajis02-1542	307	18	-	-	SYM
ajis02-1542	307	19	19	19	NUM
ajis02-1542	307	20	)	)	PUNCT
ajis02-1542	307	21	.	.	PUNCT
ajis02-1542	308	1	finally	finally	ADV
ajis02-1542	308	2	,	,	PUNCT
ajis02-1542	308	3	as	as	SCONJ
ajis02-1542	308	4	discussed	discuss	VERB
ajis02-1542	308	5	in	in	ADP
ajis02-1542	308	6	section	section	NOUN
ajis02-1542	308	7	3.3	3.3	NUM
ajis02-1542	308	8	,	,	PUNCT
ajis02-1542	308	9	we	we	PRON
ajis02-1542	308	10	need	need	VERB
ajis02-1542	308	11	to	to	PART
ajis02-1542	308	12	take	take	VERB
ajis02-1542	308	13	care	care	NOUN
ajis02-1542	308	14	that	that	SCONJ
ajis02-1542	308	15	rules	rule	NOUN
ajis02-1542	308	16	which	which	PRON
ajis02-1542	308	17	are	be	AUX
ajis02-1542	308	18	already	already	ADV
ajis02-1542	308	19	redundant	redundant	ADJ
ajis02-1542	308	20	w.r.t	w.r.t	NOUN
ajis02-1542	308	21	.	.	PUNCT
ajis02-1542	309	1	one	one	NUM
ajis02-1542	309	2	of	of	ADP
ajis02-1542	309	3	their	their	PRON
ajis02-1542	309	4	specialisations	specialisation	NOUN
ajis02-1542	309	5	are	be	AUX
ajis02-1542	309	6	not	not	PART
ajis02-1542	309	7	used	use	VERB
ajis02-1542	309	8	when	when	SCONJ
ajis02-1542	309	9	determining	determine	VERB
ajis02-1542	309	10	redundancy	redundancy	NOUN
ajis02-1542	309	11	for	for	ADP
ajis02-1542	309	12	their	their	PRON
ajis02-1542	309	13	generalisations	generalisation	NOUN
ajis02-1542	309	14	.	.	PUNCT
ajis02-1542	310	1	to	to	ADP
ajis02-1542	310	2	this	this	DET
ajis02-1542	310	3	end	end	NOUN
ajis02-1542	310	4	we	we	PRON
ajis02-1542	310	5	skip	skip	VERB
ajis02-1542	310	6	any	any	DET
ajis02-1542	310	7	rule	rule	NOUN
ajis02-1542	310	8	(	(	PUNCT
ajis02-1542	310	9	line	line	NOUN
ajis02-1542	310	10	8)	8)	NUM
ajis02-1542	310	11	which	which	PRON
ajis02-1542	310	12	has	have	VERB
ajis02-1542	310	13	a	a	DET
ajis02-1542	310	14	specialisation	specialisation	NOUN
ajis02-1542	310	15	present	present	ADJ
ajis02-1542	310	16	in	in	ADP
ajis02-1542	310	17	the	the	DET
ajis02-1542	310	18	database	database	NOUN
ajis02-1542	310	19	and	and	CCONJ
ajis02-1542	310	20	is	be	AUX
ajis02-1542	310	21	tagged	tag	VERB
ajis02-1542	310	22	for	for	ADP
ajis02-1542	310	23	exclusion	exclusion	NOUN
ajis02-1542	310	24	(	(	PUNCT
ajis02-1542	310	25	recall	recall	VERB
ajis02-1542	310	26	that	that	PRON
ajis02-1542	310	27	due	due	ADP
ajis02-1542	310	28	to	to	ADP
ajis02-1542	310	29	the	the	DET
ajis02-1542	310	30	order	order	NOUN
ajis02-1542	310	31	rules	rule	NOUN
ajis02-1542	310	32	are	be	AUX
ajis02-1542	310	33	traversed	traverse	VERB
ajis02-1542	310	34	,	,	PUNCT
ajis02-1542	310	35	such	such	DET
ajis02-1542	310	36	a	a	DET
ajis02-1542	310	37	rule	rule	NOUN
ajis02-1542	310	38	would	would	AUX
ajis02-1542	310	39	already	already	ADV
ajis02-1542	310	40	have	have	AUX
ajis02-1542	310	41	been	be	AUX
ajis02-1542	310	42	compared	compare	VERB
ajis02-1542	310	43	against	against	ADP
ajis02-1542	310	44	all	all	DET
ajis02-1542	310	45	its	its	PRON
ajis02-1542	310	46	specialisations	specialisation	NOUN
ajis02-1542	310	47	present	present	ADJ
ajis02-1542	310	48	in	in	ADP
ajis02-1542	310	49	the	the	DET
ajis02-1542	310	50	ruleset	ruleset	NOUN
ajis02-1542	310	51	)	)	PUNCT
ajis02-1542	310	52	.	.	PUNCT
ajis02-1542	311	1	the	the	DET
ajis02-1542	311	2	running	running	ADJ
ajis02-1542	311	3	time	time	NOUN
ajis02-1542	311	4	for	for	ADP
ajis02-1542	311	5	stages	stage	NOUN
ajis02-1542	311	6	2	2	NUM
ajis02-1542	311	7	and	and	CCONJ
ajis02-1542	311	8	3	3	NUM
ajis02-1542	311	9	are	be	AUX
ajis02-1542	311	10	quadratic	quadratic	ADJ
ajis02-1542	311	11	in	in	ADP
ajis02-1542	311	12	the	the	DET
ajis02-1542	311	13	number	number	NOUN
ajis02-1542	311	14	of	of	ADP
ajis02-1542	311	15	rules	rule	NOUN
ajis02-1542	311	16	tested	test	VERB
ajis02-1542	311	17	(	(	PUNCT
ajis02-1542	311	18	in	in	ADP
ajis02-1542	311	19	general	general	ADJ
ajis02-1542	311	20	this	this	PRON
ajis02-1542	311	21	is	be	AUX
ajis02-1542	311	22	dwarfed	dwarfed	ADJ
ajis02-1542	311	23	by	by	ADP
ajis02-1542	311	24	the	the	DET
ajis02-1542	311	25	initial	initial	ADJ
ajis02-1542	311	26	search	search	NOUN
ajis02-1542	311	27	in	in	ADP
ajis02-1542	311	28	stage	stage	NOUN
ajis02-1542	311	29	1	1	NUM
ajis02-1542	311	30	)	)	PUNCT
ajis02-1542	311	31	.	.	PUNCT
ajis02-1542	312	1	when	when	SCONJ
ajis02-1542	312	2	comparing	compare	VERB
ajis02-1542	312	3	two	two	NUM
ajis02-1542	312	4	rules	rule	NOUN
ajis02-1542	312	5	x	x	X
ajis02-1542	312	6	⇒	⇒	VERB
ajis02-1542	312	7	a	a	PRON
ajis02-1542	312	8	and	and	CCONJ
ajis02-1542	312	9	xq	xq	PROPN
ajis02-1542	312	10	⇒	⇒	PROPN
ajis02-1542	312	11	a	a	PRON
ajis02-1542	312	12	,	,	PUNCT
ajis02-1542	312	13	specialisation	specialisation	NOUN
ajis02-1542	312	14	redundancy	redundancy	NOUN
ajis02-1542	312	15	requires	require	VERB
ajis02-1542	312	16	the	the	DET
ajis02-1542	312	17	computation	computation	NOUN
ajis02-1542	312	18	of	of	ADP
ajis02-1542	312	19	m(x	m(x	PROPN
ajis02-1542	312	20	⇒	⇒	PROPN
ajis02-1542	312	21	a|q	a|q	PROPN
ajis02-1542	312	22	)	)	PUNCT
ajis02-1542	312	23	,	,	PUNCT
ajis02-1542	312	24	and	and	CCONJ
ajis02-1542	312	25	generalisation	generalisation	NOUN
ajis02-1542	312	26	redundancy	redundancy	NOUN
ajis02-1542	312	27	requires	require	VERB
ajis02-1542	312	28	m(x	m(x	PROPN
ajis02-1542	312	29	⇒	⇒	PROPN
ajis02-1542	312	30	a|	a|	PROPN
ajis02-1542	312	31	⌐	⌐	PROPN
ajis02-1542	312	32	q	q	NOUN
ajis02-1542	312	33	)	)	PUNCT
ajis02-1542	312	34	.	.	PUNCT
ajis02-1542	313	1	for	for	ADP
ajis02-1542	313	2	fisher	fisher	PROPN
ajis02-1542	313	3	's	's	PART
ajis02-1542	313	4	p	p	NOUN
ajis02-1542	313	5	,	,	PUNCT
ajis02-1542	313	6	this	this	PRON
ajis02-1542	313	7	requires	require	VERB
ajis02-1542	313	8	us	we	PRON
ajis02-1542	313	9	to	to	PART
ajis02-1542	313	10	obtain	obtain	VERB
ajis02-1542	313	11	the	the	DET
ajis02-1542	313	12	frequencies	frequency	NOUN
ajis02-1542	313	13	for	for	ADP
ajis02-1542	313	14	q	q	NOUN
ajis02-1542	313	15	,	,	PUNCT
ajis02-1542	313	16	⌐	⌐	NOUN
ajis02-1542	313	17	q	q	X
ajis02-1542	313	18	,	,	PUNCT
ajis02-1542	313	19	aq	aq	ADP
ajis02-1542	313	20	,	,	PUNCT
ajis02-1542	313	21	and	and	CCONJ
ajis02-1542	313	22	a	a	DET
ajis02-1542	313	23	⌐	⌐	NOUN
ajis02-1542	313	24	q.	q.	NOUN
ajis02-1542	313	25	5	5	NUM
ajis02-1542	313	26	evaluation	evaluation	NOUN
ajis02-1542	313	27	performance	performance	NOUN
ajis02-1542	313	28	is	be	AUX
ajis02-1542	313	29	evaluated	evaluate	VERB
ajis02-1542	313	30	with	with	ADP
ajis02-1542	313	31	respect	respect	NOUN
ajis02-1542	313	32	to	to	ADP
ajis02-1542	313	33	three	three	NUM
ajis02-1542	313	34	characteristics	characteristic	NOUN
ajis02-1542	313	35	:	:	PUNCT
ajis02-1542	313	36	total	total	ADJ
ajis02-1542	313	37	number	number	NOUN
ajis02-1542	313	38	of	of	ADP
ajis02-1542	313	39	rules	rule	NOUN
ajis02-1542	313	40	,	,	PUNCT
ajis02-1542	313	41	overall	overall	ADJ
ajis02-1542	313	42	rule	rule	NOUN
ajis02-1542	313	43	quality	quality	NOUN
ajis02-1542	313	44	,	,	PUNCT
ajis02-1542	313	45	and	and	CCONJ
ajis02-1542	313	46	efficiency	efficiency	NOUN
ajis02-1542	313	47	.	.	PUNCT
ajis02-1542	314	1	all	all	DET
ajis02-1542	314	2	experiments	experiment	NOUN
ajis02-1542	314	3	were	be	AUX
ajis02-1542	314	4	run	run	VERB
ajis02-1542	314	5	on	on	ADP
ajis02-1542	314	6	a	a	DET
ajis02-1542	314	7	pc	pc	NOUN
ajis02-1542	314	8	running	run	VERB
ajis02-1542	314	9	ubuntu	ubuntu	ADJ
ajis02-1542	314	10	linux	linux	PROPN
ajis02-1542	314	11	,	,	PUNCT
ajis02-1542	314	12	with	with	ADP
ajis02-1542	314	13	an	an	DET
ajis02-1542	314	14	intel	intel	PROPN
ajis02-1542	314	15	i7	i7	NOUN
ajis02-1542	314	16	-	-	PUNCT
ajis02-1542	314	17	4500	4500	NUM
ajis02-1542	314	18	processor	processor	NOUN
ajis02-1542	314	19	and	and	CCONJ
ajis02-1542	314	20	8	8	NUM
ajis02-1542	314	21	gb	gb	NOUN
ajis02-1542	314	22	ram	ram	NOUN
ajis02-1542	314	23	.	.	PUNCT
ajis02-1542	315	1	performance	performance	NOUN
ajis02-1542	315	2	is	be	AUX
ajis02-1542	315	3	also	also	ADV
ajis02-1542	315	4	reported	report	VERB
ajis02-1542	315	5	for	for	ADP
ajis02-1542	315	6	rules	rule	NOUN
ajis02-1542	315	7	generated	generate	VERB
ajis02-1542	315	8	with	with	ADP
ajis02-1542	315	9	the	the	DET
ajis02-1542	315	10	classical	classical	ADJ
ajis02-1542	315	11	definition	definition	NOUN
ajis02-1542	315	12	of	of	ADP
ajis02-1542	315	13	redundancy	redundancy	NOUN
ajis02-1542	315	14	(	(	PUNCT
ajis02-1542	315	15	definition	definition	NOUN
ajis02-1542	315	16	1	1	NUM
ajis02-1542	315	17	)	)	PUNCT
ajis02-1542	315	18	,	,	PUNCT
ajis02-1542	315	19	as	as	ADV
ajis02-1542	315	20	well	well	ADV
ajis02-1542	315	21	as	as	ADP
ajis02-1542	315	22	a	a	DET
ajis02-1542	315	23	baseline	baseline	NOUN
ajis02-1542	315	24	with	with	ADP
ajis02-1542	315	25	no	no	DET
ajis02-1542	315	26	redundancy	redundancy	NOUN
ajis02-1542	315	27	based	base	VERB
ajis02-1542	315	28	pruning	pruning	NOUN
ajis02-1542	315	29	.	.	PUNCT
ajis02-1542	316	1	5.1	5.1	NUM
ajis02-1542	316	2	data	datum	NOUN
ajis02-1542	316	3	our	our	PRON
ajis02-1542	316	4	evaluation	evaluation	NOUN
ajis02-1542	316	5	uses	use	VERB
ajis02-1542	316	6	the	the	DET
ajis02-1542	316	7	following	follow	VERB
ajis02-1542	316	8	data	datum	NOUN
ajis02-1542	316	9	covering	cover	VERB
ajis02-1542	316	10	several	several	ADJ
ajis02-1542	316	11	domains	domain	NOUN
ajis02-1542	316	12	.	.	PUNCT
ajis02-1542	317	1	descriptive	descriptive	ADJ
ajis02-1542	317	2	statistics	statistic	NOUN
ajis02-1542	317	3	are	be	AUX
ajis02-1542	317	4	also	also	ADV
ajis02-1542	317	5	given	give	VERB
ajis02-1542	317	6	in	in	ADP
ajis02-1542	317	7	table	table	NOUN
ajis02-1542	317	8	6	6	NUM
ajis02-1542	317	9	.	.	PUNCT
ajis02-1542	317	10			PROPN
ajis02-1542	317	11	mushroom	mushroom	NOUN
ajis02-1542	317	12	mushroom	mushroom	NOUN
ajis02-1542	317	13	descriptions	description	NOUN
ajis02-1542	317	14	from	from	ADP
ajis02-1542	317	15	the	the	DET
ajis02-1542	317	16	1981	1981	NUM
ajis02-1542	317	17	audobon	audobon	PROPN
ajis02-1542	317	18	society	society	NOUN
ajis02-1542	317	19	field	field	NOUN
ajis02-1542	317	20	guide	guide	NOUN
ajis02-1542	317	21	to	to	ADP
ajis02-1542	317	22	north	north	NOUN
ajis02-1542	317	23	american	american	ADJ
ajis02-1542	317	24	mushrooms	mushroom	NOUN
ajis02-1542	317	25	.	.	PUNCT
ajis02-1542	318	1	this	this	DET
ajis02-1542	318	2	data	data	NOUN
ajis02-1542	318	3	is	be	AUX
ajis02-1542	318	4	available	available	ADJ
ajis02-1542	318	5	in	in	ADP
ajis02-1542	318	6	the	the	DET
ajis02-1542	318	7	uci	uci	PROPN
ajis02-1542	318	8	machine	machine	NOUN
ajis02-1542	318	9	learning	learn	VERB
ajis02-1542	318	10	repository1	repository1	PROPN
ajis02-1542	318	11	.	.	PUNCT
ajis02-1542	319	1			PRON
ajis02-1542	319	2	t10i4d100k	t10i4d100k	NOUN
ajis02-1542	319	3	an	an	DET
ajis02-1542	319	4	artificial	artificial	ADJ
ajis02-1542	319	5	dataset	dataset	NOUN
ajis02-1542	319	6	representing	represent	VERB
ajis02-1542	319	7	market	market	NOUN
ajis02-1542	319	8	basket	basket	NOUN
ajis02-1542	319	9	data	datum	NOUN
ajis02-1542	319	10	,	,	PUNCT
ajis02-1542	319	11	obtained	obtain	VERB
ajis02-1542	319	12	from	from	ADP
ajis02-1542	319	13	the	the	DET
ajis02-1542	319	14	frequent	frequent	ADJ
ajis02-1542	319	15	itemset	itemset	NOUN
ajis02-1542	319	16	mining	mining	NOUN
ajis02-1542	319	17	dataset	dataset	NOUN
ajis02-1542	319	18	repository2	repository2	ADV
ajis02-1542	319	19	.	.	PUNCT
ajis02-1542	320	1			X
ajis02-1542	320	2	t40i10d100k	t40i10d100k	X
ajis02-1542	320	3	an	an	DET
ajis02-1542	320	4	artificial	artificial	ADJ
ajis02-1542	320	5	dataset	dataset	NOUN
ajis02-1542	320	6	representing	represent	VERB
ajis02-1542	320	7	market	market	NOUN
ajis02-1542	320	8	basket	basket	NOUN
ajis02-1542	320	9	data	datum	NOUN
ajis02-1542	320	10	,	,	PUNCT
ajis02-1542	320	11	obtained	obtain	VERB
ajis02-1542	320	12	from	from	ADP
ajis02-1542	320	13	the	the	DET
ajis02-1542	320	14	frequent	frequent	ADJ
ajis02-1542	320	15	itemset	itemset	NOUN
ajis02-1542	320	16	mining	mining	NOUN
ajis02-1542	320	17	dataset	dataset	NOUN
ajis02-1542	320	18	repository3	repository3	PROPN
ajis02-1542	320	19	.	.	PUNCT
ajis02-1542	321	1			NOUN
ajis02-1542	321	2	diabetes	diabetes	NOUN
ajis02-1542	321	3	collection	collection	NOUN
ajis02-1542	321	4	of	of	ADP
ajis02-1542	321	5	real	real	ADJ
ajis02-1542	321	6	world	world	NOUN
ajis02-1542	321	7	data	datum	NOUN
ajis02-1542	321	8	reporting	report	VERB
ajis02-1542	321	9	traditional	traditional	ADJ
ajis02-1542	321	10	chinese	chinese	ADJ
ajis02-1542	321	11	medical	medical	ADJ
ajis02-1542	321	12	herbal	herbal	ADJ
ajis02-1542	321	13	prescriptions	prescription	NOUN
ajis02-1542	321	14	for	for	ADP
ajis02-1542	321	15	diabetes	diabetes	NOUN
ajis02-1542	321	16	.	.	PUNCT
ajis02-1542	322	1	includes	include	VERB
ajis02-1542	322	2	both	both	DET
ajis02-1542	322	3	the	the	DET
ajis02-1542	322	4	herbs	herb	NOUN
ajis02-1542	322	5	prescribed	prescribe	VERB
ajis02-1542	322	6	and	and	CCONJ
ajis02-1542	322	7	a	a	DET
ajis02-1542	322	8	binary	binary	ADJ
ajis02-1542	322	9	classification	classification	NOUN
ajis02-1542	322	10	of	of	ADP
ajis02-1542	322	11	the	the	DET
ajis02-1542	322	12	patient	patient	ADJ
ajis02-1542	322	13	outcome	outcome	NOUN
ajis02-1542	322	14	as	as	ADP
ajis02-1542	322	15	'	'	PUNCT
ajis02-1542	322	16	good	good	ADJ
ajis02-1542	322	17	'	'	PUNCT
ajis02-1542	322	18	or	or	CCONJ
ajis02-1542	322	19	'	'	PUNCT
ajis02-1542	322	20	bad	bad	ADJ
ajis02-1542	322	21	'	'	PUNCT
ajis02-1542	322	22	.	.	PUNCT
ajis02-1542	323	1			NOUN
ajis02-1542	323	2	fertility	fertility	NOUN
ajis02-1542	323	3	collection	collection	NOUN
ajis02-1542	323	4	of	of	ADP
ajis02-1542	323	5	real	real	ADJ
ajis02-1542	323	6	world	world	NOUN
ajis02-1542	323	7	data	datum	NOUN
ajis02-1542	323	8	reporting	report	VERB
ajis02-1542	323	9	traditional	traditional	ADJ
ajis02-1542	323	10	chinese	chinese	ADJ
ajis02-1542	323	11	medical	medical	ADJ
ajis02-1542	323	12	herbal	herbal	ADJ
ajis02-1542	323	13	prescriptions	prescription	NOUN
ajis02-1542	323	14	for	for	ADP
ajis02-1542	323	15	fertility	fertility	NOUN
ajis02-1542	323	16	.	.	PUNCT
ajis02-1542	324	1	includes	include	VERB
ajis02-1542	324	2	both	both	CCONJ
ajis02-1542	324	3	the	the	DET
ajis02-1542	324	4	herbs	herb	NOUN
ajis02-1542	324	5	prescribed	prescribe	VERB
ajis02-1542	324	6	and	and	CCONJ
ajis02-1542	324	7	a	a	DET
ajis02-1542	324	8	binary	binary	ADJ
ajis02-1542	324	9	classification	classification	NOUN
ajis02-1542	324	10	of	of	ADP
ajis02-1542	324	11	the	the	DET
ajis02-1542	324	12	patient	patient	ADJ
ajis02-1542	324	13	outcome	outcome	NOUN
ajis02-1542	324	14	as	as	ADP
ajis02-1542	324	15	'	'	PUNCT
ajis02-1542	324	16	good	good	ADJ
ajis02-1542	324	17	'	'	PUNCT
ajis02-1542	324	18	or	or	CCONJ
ajis02-1542	324	19	'	'	PUNCT
ajis02-1542	324	20	bad	bad	ADJ
ajis02-1542	324	21	'	'	PUNCT
ajis02-1542	324	22	.	.	PUNCT
ajis02-1542	325	1	1	1	NUM
ajis02-1542	325	2	https://archive.ics.uci.edu/ml/datasets/mushroom	https://archive.ics.uci.edu/ml/datasets/mushroom	NOUN
ajis02-1542	325	3	2	2	NUM
ajis02-1542	325	4	http://fimi.ua.ac.be/data/	http://fimi.ua.ac.be/data/	NOUN
ajis02-1542	325	5	3	3	NUM
ajis02-1542	325	6	http://fimi.ua.ac.be/data/	http://fimi.ua.ac.be/data/	NOUN
ajis02-1542	325	7	australasian	australasian	ADJ
ajis02-1542	325	8	journal	journal	NOUN
ajis02-1542	325	9	of	of	ADP
ajis02-1542	325	10	information	information	NOUN
ajis02-1542	325	11	systems	system	NOUN
ajis02-1542	325	12	petersen	petersen	PROPN
ajis02-1542	325	13	,	,	PUNCT
ajis02-1542	325	14	poon	poon	NOUN
ajis02-1542	325	15	j	j	PROPN
ajis02-1542	325	16	,	,	PUNCT
ajis02-1542	325	17	poon	poon	NOUN
ajis02-1542	325	18	s	s	PROPN
ajis02-1542	325	19	&	&	CCONJ
ajis02-1542	325	20	loy	loy	PROPN
ajis02-1542	325	21	2017	2017	NUM
ajis02-1542	325	22	,	,	PUNCT
ajis02-1542	325	23	vol	vol	NOUN
ajis02-1542	325	24	21	21	NUM
ajis02-1542	325	25	,	,	PUNCT
ajis02-1542	325	26	selected	select	VERB
ajis02-1542	325	27	papers	paper	NOUN
ajis02-1542	325	28	from	from	ADP
ajis02-1542	325	29	ausdm	ausdm	NOUN
ajis02-1542	325	30	better	well	ADJ
ajis02-1542	325	31	rulesets	ruleset	NOUN
ajis02-1542	325	32	by	by	ADP
ajis02-1542	325	33	removing	remove	VERB
ajis02-1542	325	34	redundancy	redundancy	NOUN
ajis02-1542	325	35	13	13	NUM
ajis02-1542	325	36			NOUN
ajis02-1542	325	37	insomnia	insomnia	PROPN
ajis02-1542	325	38	collection	collection	NOUN
ajis02-1542	325	39	reporting	report	VERB
ajis02-1542	325	40	traditional	traditional	ADJ
ajis02-1542	325	41	chinese	chinese	ADJ
ajis02-1542	325	42	medical	medical	ADJ
ajis02-1542	325	43	herbal	herbal	ADJ
ajis02-1542	325	44	prescriptions	prescription	NOUN
ajis02-1542	325	45	for	for	ADP
ajis02-1542	325	46	insomnia	insomnia	NOUN
ajis02-1542	325	47	.	.	PUNCT
ajis02-1542	326	1	includes	include	VERB
ajis02-1542	326	2	both	both	DET
ajis02-1542	326	3	the	the	DET
ajis02-1542	326	4	herbs	herb	NOUN
ajis02-1542	326	5	prescribed	prescribe	VERB
ajis02-1542	326	6	and	and	CCONJ
ajis02-1542	326	7	a	a	DET
ajis02-1542	326	8	binary	binary	ADJ
ajis02-1542	326	9	classification	classification	NOUN
ajis02-1542	326	10	of	of	ADP
ajis02-1542	326	11	the	the	DET
ajis02-1542	326	12	patient	patient	ADJ
ajis02-1542	326	13	outcome	outcome	NOUN
ajis02-1542	326	14	as	as	ADP
ajis02-1542	326	15	'	'	PUNCT
ajis02-1542	326	16	good	good	ADJ
ajis02-1542	326	17	'	'	PUNCT
ajis02-1542	326	18	or	or	CCONJ
ajis02-1542	326	19	'	'	PUNCT
ajis02-1542	326	20	bad	bad	ADJ
ajis02-1542	326	21	'	'	PUNCT
ajis02-1542	326	22	.	.	PUNCT
ajis02-1542	327	1			NOUN
ajis02-1542	327	2	aspergillosis	aspergillosis	NOUN
ajis02-1542	327	3	text	text	NOUN
ajis02-1542	327	4	documents	document	NOUN
ajis02-1542	327	5	(	(	PUNCT
ajis02-1542	327	6	titles	title	NOUN
ajis02-1542	327	7	and	and	CCONJ
ajis02-1542	327	8	abstracts	abstract	NOUN
ajis02-1542	327	9	)	)	PUNCT
ajis02-1542	327	10	for	for	ADP
ajis02-1542	327	11	articles	article	NOUN
ajis02-1542	327	12	considered	consider	VERB
ajis02-1542	327	13	for	for	ADP
ajis02-1542	327	14	inclusion	inclusion	NOUN
ajis02-1542	327	15	in	in	ADP
ajis02-1542	327	16	a	a	DET
ajis02-1542	327	17	systematic	systematic	ADJ
ajis02-1542	327	18	review	review	NOUN
ajis02-1542	327	19	on	on	ADP
ajis02-1542	327	20	aspergillosis	aspergillosis	PROPN
ajis02-1542	327	21	(	(	PUNCT
ajis02-1542	327	22	leeflang	leeflang	NOUN
ajis02-1542	327	23	,	,	PUNCT
ajis02-1542	327	24	deeks	deek	VERB
ajis02-1542	327	25	et	et	PROPN
ajis02-1542	327	26	al	al	PROPN
ajis02-1542	327	27	.	.	PROPN
ajis02-1542	327	28	2008	2008	NUM
ajis02-1542	327	29	)	)	PUNCT
ajis02-1542	327	30	.	.	PUNCT
ajis02-1542	328	1	each	each	DET
ajis02-1542	328	2	document	document	NOUN
ajis02-1542	328	3	is	be	AUX
ajis02-1542	328	4	converted	convert	VERB
ajis02-1542	328	5	to	to	ADP
ajis02-1542	328	6	a	a	DET
ajis02-1542	328	7	binary	binary	ADJ
ajis02-1542	328	8	vector	vector	NOUN
ajis02-1542	328	9	indicating	indicate	VERB
ajis02-1542	328	10	the	the	DET
ajis02-1542	328	11	presence	presence	NOUN
ajis02-1542	328	12	or	or	CCONJ
ajis02-1542	328	13	absence	absence	NOUN
ajis02-1542	328	14	of	of	ADP
ajis02-1542	328	15	each	each	PRON
ajis02-1542	328	16	of	of	ADP
ajis02-1542	328	17	100	100	NUM
ajis02-1542	328	18	words	word	NOUN
ajis02-1542	328	19	,	,	PUNCT
ajis02-1542	328	20	as	as	ADV
ajis02-1542	328	21	well	well	ADV
ajis02-1542	328	22	as	as	ADP
ajis02-1542	328	23	a	a	DET
ajis02-1542	328	24	binary	binary	ADJ
ajis02-1542	328	25	variable	variable	NOUN
ajis02-1542	328	26	indicating	indicate	VERB
ajis02-1542	328	27	whether	whether	SCONJ
ajis02-1542	328	28	the	the	DET
ajis02-1542	328	29	title	title	NOUN
ajis02-1542	328	30	and	and	CCONJ
ajis02-1542	328	31	abstract	abstract	ADJ
ajis02-1542	328	32	was	be	AUX
ajis02-1542	328	33	potentially	potentially	ADV
ajis02-1542	328	34	relevant	relevant	ADJ
ajis02-1542	328	35	to	to	ADP
ajis02-1542	328	36	the	the	DET
ajis02-1542	328	37	review	review	NOUN
ajis02-1542	328	38	.	.	PUNCT
ajis02-1542	329	1	the	the	DET
ajis02-1542	329	2	words	word	NOUN
ajis02-1542	329	3	selected	select	VERB
ajis02-1542	329	4	were	be	AUX
ajis02-1542	329	5	those	those	PRON
ajis02-1542	329	6	with	with	ADP
ajis02-1542	329	7	the	the	DET
ajis02-1542	329	8	greatest	great	ADJ
ajis02-1542	329	9	discriminative	discriminative	NOUN
ajis02-1542	329	10	power	power	NOUN
ajis02-1542	329	11	when	when	SCONJ
ajis02-1542	329	12	identifying	identify	VERB
ajis02-1542	329	13	articles	article	NOUN
ajis02-1542	329	14	relevant	relevant	ADJ
ajis02-1542	329	15	to	to	ADP
ajis02-1542	329	16	the	the	DET
ajis02-1542	329	17	review	review	NOUN
ajis02-1542	329	18	.	.	PUNCT
ajis02-1542	330	1	all	all	DET
ajis02-1542	330	2	values	value	NOUN
ajis02-1542	330	3	were	be	AUX
ajis02-1542	330	4	obtained	obtain	VERB
ajis02-1542	330	5	as	as	ADP
ajis02-1542	330	6	the	the	DET
ajis02-1542	330	7	average	average	NOUN
ajis02-1542	330	8	of	of	ADP
ajis02-1542	330	9	10	10	NUM
ajis02-1542	330	10	independent	independent	ADJ
ajis02-1542	330	11	experiments	experiment	NOUN
ajis02-1542	330	12	using	use	VERB
ajis02-1542	330	13	a	a	DET
ajis02-1542	330	14	random	random	ADJ
ajis02-1542	330	15	50/50	50/50	NUM
ajis02-1542	330	16	test	test	NOUN
ajis02-1542	330	17	/	/	SYM
ajis02-1542	330	18	training	training	NOUN
ajis02-1542	330	19	split	split	NOUN
ajis02-1542	330	20	.	.	PUNCT
ajis02-1542	331	1	where	where	SCONJ
ajis02-1542	331	2	possible	possible	ADJ
ajis02-1542	331	3	,	,	PUNCT
ajis02-1542	331	4	results	result	NOUN
ajis02-1542	331	5	are	be	AUX
ajis02-1542	331	6	reported	report	VERB
ajis02-1542	331	7	with	with	ADP
ajis02-1542	331	8	their	their	PRON
ajis02-1542	331	9	95	95	NUM
ajis02-1542	331	10	%	%	NOUN
ajis02-1542	331	11	confidence	confidence	NOUN
ajis02-1542	331	12	interval	interval	NOUN
ajis02-1542	331	13	.	.	PUNCT
ajis02-1542	332	1	statistical	statistical	ADJ
ajis02-1542	332	2	significance	significance	NOUN
ajis02-1542	332	3	tests	test	NOUN
ajis02-1542	332	4	are	be	AUX
ajis02-1542	332	5	performed	perform	VERB
ajis02-1542	332	6	using	use	VERB
ajis02-1542	332	7	a	a	DET
ajis02-1542	332	8	p	p	NOUN
ajis02-1542	332	9	-	-	PUNCT
ajis02-1542	332	10	value	value	NOUN
ajis02-1542	332	11	of	of	ADP
ajis02-1542	332	12	.05	.05	NUM
ajis02-1542	332	13	.	.	PUNCT
ajis02-1542	333	1	in	in	ADP
ajis02-1542	333	2	line	line	NOUN
ajis02-1542	333	3	with	with	ADP
ajis02-1542	333	4	similar	similar	ADJ
ajis02-1542	333	5	work	work	NOUN
ajis02-1542	333	6	,	,	PUNCT
ajis02-1542	333	7	we	we	PRON
ajis02-1542	333	8	measure	measure	VERB
ajis02-1542	333	9	interestingness	interestingness	NOUN
ajis02-1542	333	10	using	use	VERB
ajis02-1542	333	11	fishers	fisher	NOUN
ajis02-1542	333	12	exact	exact	ADJ
ajis02-1542	333	13	test	test	NOUN
ajis02-1542	333	14	(	(	PUNCT
ajis02-1542	333	15	we	we	PRON
ajis02-1542	333	16	report	report	VERB
ajis02-1542	333	17	the	the	DET
ajis02-1542	333	18	natural	natural	ADJ
ajis02-1542	333	19	log	log	NOUN
ajis02-1542	333	20	of	of	ADP
ajis02-1542	333	21	p	p	NOUN
ajis02-1542	333	22	-	-	PUNCT
ajis02-1542	333	23	values	value	NOUN
ajis02-1542	333	24	)	)	PUNCT
ajis02-1542	333	25	(	(	PUNCT
ajis02-1542	333	26	hämäläinen	hämäläinen	NOUN
ajis02-1542	333	27	2012	2012	NUM
ajis02-1542	333	28	,	,	PUNCT
ajis02-1542	333	29	li	li	PROPN
ajis02-1542	333	30	and	and	CCONJ
ajis02-1542	333	31	zaiane	zaiane	PROPN
ajis02-1542	333	32	2015	2015	NUM
ajis02-1542	333	33	)	)	PUNCT
ajis02-1542	333	34	.	.	PUNCT
ajis02-1542	334	1	thresholds	threshold	NOUN
ajis02-1542	334	2	for	for	ADP
ajis02-1542	334	3	interesting	interesting	ADJ
ajis02-1542	334	4	rules	rule	NOUN
ajis02-1542	334	5	were	be	AUX
ajis02-1542	334	6	chosen	choose	VERB
ajis02-1542	334	7	to	to	PART
ajis02-1542	334	8	strike	strike	VERB
ajis02-1542	334	9	a	a	DET
ajis02-1542	334	10	balance	balance	NOUN
ajis02-1542	334	11	between	between	ADP
ajis02-1542	334	12	permissiveness	permissiveness	NOUN
ajis02-1542	334	13	and	and	CCONJ
ajis02-1542	334	14	execution	execution	NOUN
ajis02-1542	334	15	time	time	NOUN
ajis02-1542	334	16	,	,	PUNCT
ajis02-1542	334	17	and	and	CCONJ
ajis02-1542	334	18	differ	differ	VERB
ajis02-1542	334	19	between	between	ADP
ajis02-1542	334	20	data	datum	NOUN
ajis02-1542	334	21	and	and	CCONJ
ajis02-1542	334	22	experiments	experiment	NOUN
ajis02-1542	334	23	.	.	PUNCT
ajis02-1542	335	1	name	name	NOUN
ajis02-1542	335	2	#	#	NOUN
ajis02-1542	335	3	instances	instance	NOUN
ajis02-1542	335	4	#	#	NOUN
ajis02-1542	335	5	attributes	attribute	NOUN
ajis02-1542	335	6	avg	avg	PROPN
ajis02-1542	335	7	.	.	PROPN
ajis02-1542	335	8	instance	instance	PROPN
ajis02-1542	335	9	length	length	PROPN
ajis02-1542	335	10	agg	agg	PROPN
ajis02-1542	335	11	.	.	PUNCT
ajis02-1542	336	1	attribute	attribute	PROPN
ajis02-1542	336	2	freq	freq	PROPN
ajis02-1542	336	3	.	.	PUNCT
ajis02-1542	337	1	aspergillosis	aspergillosis	PROPN
ajis02-1542	337	2	4377	4377	NUM
ajis02-1542	337	3	101	101	NUM
ajis02-1542	337	4	15.93	15.93	NUM
ajis02-1542	337	5	±	±	NUM
ajis02-1542	337	6	0.26	0.26	NUM
ajis02-1542	337	7	680.51	680.51	NUM
ajis02-1542	337	8	±	±	NOUN
ajis02-1542	337	9	66.05	66.05	NUM
ajis02-1542	337	10	mushroom	mushroom	NOUN
ajis02-1542	337	11	8124	8124	NUM
ajis02-1542	337	12	119	119	NUM
ajis02-1542	337	13	23.00	23.00	NUM
ajis02-1542	337	14	±	±	NUM
ajis02-1542	337	15	0.00	0.00	NUM
ajis02-1542	337	16	1624.80	1624.80	NUM
ajis02-1542	337	17	±	±	NUM
ajis02-1542	337	18	358.73	358.73	NUM
ajis02-1542	337	19	diabetes	diabetes	NOUN
ajis02-1542	337	20	1915	1915	NUM
ajis02-1542	337	21	204	204	NUM
ajis02-1542	337	22	10.26	10.26	NUM
ajis02-1542	337	23	±	±	NUM
ajis02-1542	337	24	0.11	0.11	NUM
ajis02-1542	337	25	105.21	105.21	NUM
ajis02-1542	337	26	±	±	NUM
ajis02-1542	337	27	30.09	30.09	NUM
ajis02-1542	337	28	fertility	fertility	NOUN
ajis02-1542	337	29	766	766	NUM
ajis02-1542	337	30	215	215	NUM
ajis02-1542	337	31	15.73	15.73	NUM
ajis02-1542	337	32	±	±	NUM
ajis02-1542	337	33	0.32	0.32	NUM
ajis02-1542	337	34	59.62	59.62	NUM
ajis02-1542	337	35	±	±	NUM
ajis02-1542	337	36	14.21	14.21	NUM
ajis02-1542	337	37	insomnia	insomnia	NOUN
ajis02-1542	337	38	460	460	NUM
ajis02-1542	337	39	112	112	NUM
ajis02-1542	337	40	13.48	13.48	NUM
ajis02-1542	337	41	±	±	NUM
ajis02-1542	337	42	0.25	0.25	NUM
ajis02-1542	337	43	55.38	55.38	NUM
ajis02-1542	337	44	±	±	NUM
ajis02-1542	337	45	11.10	11.10	NUM
ajis02-1542	337	46	t10i4d100k	t10i4d100k	NOUN
ajis02-1542	337	47	100000	100000	NUM
ajis02-1542	337	48	870	870	NUM
ajis02-1542	337	49	10.10	10.10	NUM
ajis02-1542	337	50	±	±	NUM
ajis02-1542	337	51	0.02	0.02	NUM
ajis02-1542	337	52	1161.18	1161.18	NUM
ajis02-1542	337	53	±	±	NUM
ajis02-1542	337	54	74.73	74.73	NUM
ajis02-1542	337	55	t40i10d100k	t40i10d100k	X
ajis02-1542	337	56	100000	100000	NUM
ajis02-1542	337	57	942	942	NUM
ajis02-1542	337	58	39.61	39.61	NUM
ajis02-1542	337	59	±	±	NUM
ajis02-1542	337	60	0.05	0.05	NUM
ajis02-1542	337	61	4204.36	4204.36	NUM
ajis02-1542	337	62	±	±	NOUN
ajis02-1542	337	63	249.57	249.57	NUM
ajis02-1542	337	64	table	table	NOUN
ajis02-1542	337	65	6	6	NUM
ajis02-1542	337	66	:	:	PUNCT
ajis02-1542	337	67	summary	summary	NOUN
ajis02-1542	337	68	of	of	ADP
ajis02-1542	337	69	datasets	dataset	NOUN
ajis02-1542	337	70	used	use	VERB
ajis02-1542	337	71	in	in	ADP
ajis02-1542	337	72	the	the	DET
ajis02-1542	337	73	evaluation	evaluation	NOUN
ajis02-1542	337	74	.	.	PUNCT
ajis02-1542	338	1	5.2	5.2	NUM
ajis02-1542	338	2	size	size	NOUN
ajis02-1542	338	3	of	of	ADP
ajis02-1542	338	4	the	the	DET
ajis02-1542	338	5	rule	rule	NOUN
ajis02-1542	338	6	set	set	VERB
ajis02-1542	338	7	figure	figure	NOUN
ajis02-1542	338	8	2	2	NUM
ajis02-1542	338	9	shows	show	VERB
ajis02-1542	338	10	the	the	DET
ajis02-1542	338	11	number	number	NOUN
ajis02-1542	338	12	of	of	ADP
ajis02-1542	338	13	rules	rule	NOUN
ajis02-1542	338	14	generated	generate	VERB
ajis02-1542	338	15	for	for	ADP
ajis02-1542	338	16	each	each	DET
ajis02-1542	338	17	dataset	dataset	NOUN
ajis02-1542	338	18	,	,	PUNCT
ajis02-1542	338	19	pruning	prune	VERB
ajis02-1542	338	20	approach	approach	NOUN
ajis02-1542	338	21	,	,	PUNCT
ajis02-1542	338	22	and	and	CCONJ
ajis02-1542	338	23	threshold	threshold	NOUN
ajis02-1542	338	24	(	(	PUNCT
ajis02-1542	338	25	raw	raw	ADJ
ajis02-1542	338	26	values	value	NOUN
ajis02-1542	338	27	are	be	AUX
ajis02-1542	338	28	given	give	VERB
ajis02-1542	338	29	in	in	ADP
ajis02-1542	338	30	a	a	DET
ajis02-1542	338	31	table	table	NOUN
ajis02-1542	338	32	in	in	ADP
ajis02-1542	338	33	the	the	DET
ajis02-1542	338	34	appendix	appendix	NOUN
ajis02-1542	338	35	)	)	PUNCT
ajis02-1542	338	36	.	.	PUNCT
ajis02-1542	339	1	not	not	PART
ajis02-1542	339	2	shown	show	VERB
ajis02-1542	339	3	is	be	AUX
ajis02-1542	339	4	the	the	DET
ajis02-1542	339	5	number	number	NOUN
ajis02-1542	339	6	of	of	ADP
ajis02-1542	339	7	rules	rule	NOUN
ajis02-1542	339	8	generated	generate	VERB
ajis02-1542	339	9	without	without	ADP
ajis02-1542	339	10	redundancy	redundancy	NOUN
ajis02-1542	339	11	based	base	VERB
ajis02-1542	339	12	pruning	pruning	NOUN
ajis02-1542	339	13	;	;	PUNCT
ajis02-1542	339	14	in	in	ADP
ajis02-1542	339	15	all	all	DET
ajis02-1542	339	16	cases	case	NOUN
ajis02-1542	339	17	these	these	DET
ajis02-1542	339	18	values	value	NOUN
ajis02-1542	339	19	were	be	AUX
ajis02-1542	339	20	substantially	substantially	ADV
ajis02-1542	339	21	(	(	PUNCT
ajis02-1542	339	22	often	often	ADV
ajis02-1542	339	23	orders	order	NOUN
ajis02-1542	339	24	of	of	ADP
ajis02-1542	339	25	magnitude	magnitude	NOUN
ajis02-1542	339	26	)	)	PUNCT
ajis02-1542	339	27	greater	great	ADJ
ajis02-1542	339	28	than	than	ADP
ajis02-1542	339	29	with	with	ADP
ajis02-1542	339	30	any	any	DET
ajis02-1542	339	31	type	type	NOUN
ajis02-1542	339	32	of	of	ADP
ajis02-1542	339	33	pruning	prune	VERB
ajis02-1542	339	34	and	and	CCONJ
ajis02-1542	339	35	were	be	AUX
ajis02-1542	339	36	omitted	omit	VERB
ajis02-1542	339	37	to	to	PART
ajis02-1542	339	38	improve	improve	VERB
ajis02-1542	339	39	the	the	DET
ajis02-1542	339	40	readability	readability	NOUN
ajis02-1542	339	41	of	of	ADP
ajis02-1542	339	42	the	the	DET
ajis02-1542	339	43	graphs	graph	NOUN
ajis02-1542	339	44	.	.	PUNCT
ajis02-1542	340	1	the	the	DET
ajis02-1542	340	2	number	number	NOUN
ajis02-1542	340	3	of	of	ADP
ajis02-1542	340	4	rules	rule	NOUN
ajis02-1542	340	5	generated	generate	VERB
ajis02-1542	340	6	with	with	ADP
ajis02-1542	340	7	robust	robust	ADJ
ajis02-1542	340	8	redundancy	redundancy	NOUN
ajis02-1542	340	9	is	be	AUX
ajis02-1542	340	10	also	also	ADV
ajis02-1542	340	11	significantly	significantly	ADV
ajis02-1542	340	12	(	(	PUNCT
ajis02-1542	340	13	p=.05	p=.05	NOUN
ajis02-1542	340	14	)	)	PUNCT
ajis02-1542	340	15	lower	low	ADJ
ajis02-1542	340	16	than	than	ADP
ajis02-1542	340	17	for	for	ADP
ajis02-1542	340	18	classical	classical	ADJ
ajis02-1542	340	19	redundancy	redundancy	NOUN
ajis02-1542	340	20	with	with	ADP
ajis02-1542	340	21	most	most	ADV
ajis02-1542	340	22	tested	test	VERB
ajis02-1542	340	23	data	datum	NOUN
ajis02-1542	340	24	.	.	PUNCT
ajis02-1542	341	1	for	for	ADP
ajis02-1542	341	2	the	the	DET
ajis02-1542	341	3	three	three	NUM
ajis02-1542	341	4	exceptions	exception	NOUN
ajis02-1542	341	5	(	(	PUNCT
ajis02-1542	341	6	insomnia	insomnia	PROPN
ajis02-1542	341	7	data	datum	NOUN
ajis02-1542	341	8	with	with	ADP
ajis02-1542	341	9	thresholds	threshold	NOUN
ajis02-1542	341	10	-30	-30	PUNCT
ajis02-1542	341	11	and	and	CCONJ
ajis02-1542	341	12	-35	-35	NUM
ajis02-1542	341	13	,	,	PUNCT
ajis02-1542	341	14	and	and	CCONJ
ajis02-1542	341	15	mushroom	mushroom	NOUN
ajis02-1542	341	16	with	with	ADP
ajis02-1542	341	17	threshold	threshold	NOUN
ajis02-1542	341	18	-2000	-2000	PROPN
ajis02-1542	341	19	)	)	PUNCT
ajis02-1542	341	20	,	,	PUNCT
ajis02-1542	341	21	no	no	DET
ajis02-1542	341	22	significant	significant	ADJ
ajis02-1542	341	23	difference	difference	NOUN
ajis02-1542	341	24	in	in	ADP
ajis02-1542	341	25	means	mean	NOUN
ajis02-1542	341	26	is	be	AUX
ajis02-1542	341	27	observed	observe	VERB
ajis02-1542	341	28	.	.	PUNCT
ajis02-1542	342	1	australasian	australasian	ADJ
ajis02-1542	342	2	journal	journal	NOUN
ajis02-1542	342	3	of	of	ADP
ajis02-1542	342	4	information	information	NOUN
ajis02-1542	342	5	systems	system	NOUN
ajis02-1542	342	6	petersen	petersen	PROPN
ajis02-1542	342	7	,	,	PUNCT
ajis02-1542	342	8	poon	poon	NOUN
ajis02-1542	342	9	j	j	PROPN
ajis02-1542	342	10	,	,	PUNCT
ajis02-1542	342	11	poon	poon	NOUN
ajis02-1542	342	12	s	s	PROPN
ajis02-1542	342	13	&	&	CCONJ
ajis02-1542	342	14	loy	loy	PROPN
ajis02-1542	342	15	2017	2017	NUM
ajis02-1542	342	16	,	,	PUNCT
ajis02-1542	342	17	vol	vol	NOUN
ajis02-1542	342	18	21	21	NUM
ajis02-1542	342	19	,	,	PUNCT
ajis02-1542	342	20	selected	select	VERB
ajis02-1542	342	21	papers	paper	NOUN
ajis02-1542	342	22	from	from	ADP
ajis02-1542	342	23	ausdm	ausdm	NOUN
ajis02-1542	342	24	better	well	ADJ
ajis02-1542	342	25	rulesets	ruleset	NOUN
ajis02-1542	342	26	by	by	ADP
ajis02-1542	342	27	removing	remove	VERB
ajis02-1542	342	28	redundancy	redundancy	NOUN
ajis02-1542	342	29	14	14	NUM
ajis02-1542	342	30	figure	figure	NOUN
ajis02-1542	342	31	2	2	NUM
ajis02-1542	342	32	:	:	PUNCT
ajis02-1542	342	33	total	total	ADJ
ajis02-1542	342	34	ruleset	ruleset	NOUN
ajis02-1542	342	35	size	size	NOUN
ajis02-1542	342	36	vs.	vs.	ADP
ajis02-1542	342	37	goodness	goodness	NOUN
ajis02-1542	342	38	threshold	threshold	NOUN
ajis02-1542	342	39	(	(	PUNCT
ajis02-1542	342	40	ln(p	ln(p	NUM
ajis02-1542	342	41	)	)	PUNCT
ajis02-1542	342	42	)	)	PUNCT
ajis02-1542	342	43	with	with	ADP
ajis02-1542	342	44	classical	classical	ADJ
ajis02-1542	342	45	,	,	PUNCT
ajis02-1542	342	46	specialisation	specialisation	NOUN
ajis02-1542	342	47	,	,	PUNCT
ajis02-1542	342	48	and	and	CCONJ
ajis02-1542	342	49	robust	robust	ADJ
ajis02-1542	342	50	(	(	PUNCT
ajis02-1542	342	51	specialisation	specialisation	NOUN
ajis02-1542	342	52	and	and	CCONJ
ajis02-1542	342	53	generalisation	generalisation	NOUN
ajis02-1542	342	54	redundancy	redundancy	NOUN
ajis02-1542	342	55	)	)	PUNCT
ajis02-1542	342	56	.	.	PUNCT
ajis02-1542	343	1	each	each	DET
ajis02-1542	343	2	figure	figure	NOUN
ajis02-1542	343	3	contains	contain	VERB
ajis02-1542	343	4	one	one	NUM
ajis02-1542	343	5	spoke	speak	VERB
ajis02-1542	343	6	per	per	ADP
ajis02-1542	343	7	tested	test	VERB
ajis02-1542	343	8	threshold	threshold	NOUN
ajis02-1542	343	9	.	.	PUNCT
ajis02-1542	344	1	values	value	NOUN
ajis02-1542	344	2	closer	close	ADV
ajis02-1542	344	3	to	to	ADP
ajis02-1542	344	4	the	the	DET
ajis02-1542	344	5	outside	outside	NOUN
ajis02-1542	344	6	of	of	ADP
ajis02-1542	344	7	the	the	DET
ajis02-1542	344	8	plots	plot	NOUN
ajis02-1542	344	9	indicate	indicate	VERB
ajis02-1542	344	10	more	more	ADJ
ajis02-1542	344	11	rules	rule	NOUN
ajis02-1542	344	12	were	be	AUX
ajis02-1542	344	13	produced	produce	VERB
ajis02-1542	344	14	.	.	PUNCT
ajis02-1542	345	1	scales	scale	NOUN
ajis02-1542	345	2	differ	differ	VERB
ajis02-1542	345	3	between	between	ADP
ajis02-1542	345	4	subplots	subplot	NOUN
ajis02-1542	345	5	.	.	PUNCT
ajis02-1542	346	1	the	the	DET
ajis02-1542	346	2	cases	case	NOUN
ajis02-1542	346	3	where	where	SCONJ
ajis02-1542	346	4	no	no	DET
ajis02-1542	346	5	significant	significant	ADJ
ajis02-1542	346	6	difference	difference	NOUN
ajis02-1542	346	7	in	in	ADP
ajis02-1542	346	8	the	the	DET
ajis02-1542	346	9	number	number	NOUN
ajis02-1542	346	10	of	of	ADP
ajis02-1542	346	11	non	non	ADJ
ajis02-1542	346	12	-	-	ADJ
ajis02-1542	346	13	redundant	redundant	ADJ
ajis02-1542	346	14	rules	rule	NOUN
ajis02-1542	346	15	is	be	AUX
ajis02-1542	346	16	observed	observe	VERB
ajis02-1542	346	17	occur	occur	ADJ
ajis02-1542	346	18	using	use	VERB
ajis02-1542	346	19	the	the	DET
ajis02-1542	346	20	strictest	strict	ADJ
ajis02-1542	346	21	thresholds	threshold	NOUN
ajis02-1542	346	22	.	.	PUNCT
ajis02-1542	347	1	in	in	ADP
ajis02-1542	347	2	addition	addition	NOUN
ajis02-1542	347	3	,	,	PUNCT
ajis02-1542	347	4	the	the	DET
ajis02-1542	347	5	difference	difference	NOUN
ajis02-1542	347	6	between	between	ADP
ajis02-1542	347	7	the	the	DET
ajis02-1542	347	8	mean	mean	ADJ
ajis02-1542	347	9	number	number	NOUN
ajis02-1542	347	10	of	of	ADP
ajis02-1542	347	11	rules	rule	NOUN
ajis02-1542	347	12	generated	generate	VERB
ajis02-1542	347	13	appears	appear	VERB
ajis02-1542	347	14	to	to	PART
ajis02-1542	347	15	increase	increase	VERB
ajis02-1542	347	16	as	as	SCONJ
ajis02-1542	347	17	the	the	DET
ajis02-1542	347	18	interestingness	interestingness	PROPN
ajis02-1542	347	19	threshold	threshold	NOUN
ajis02-1542	347	20	is	be	AUX
ajis02-1542	347	21	relaxed	relax	VERB
ajis02-1542	347	22	.	.	PUNCT
ajis02-1542	348	1	the	the	DET
ajis02-1542	348	2	number	number	NOUN
ajis02-1542	348	3	of	of	ADP
ajis02-1542	348	4	rules	rule	NOUN
ajis02-1542	348	5	appears	appear	VERB
ajis02-1542	348	6	to	to	PART
ajis02-1542	348	7	converge	converge	VERB
ajis02-1542	348	8	as	as	SCONJ
ajis02-1542	348	9	the	the	DET
ajis02-1542	348	10	bound	bind	VERB
ajis02-1542	348	11	on	on	ADP
ajis02-1542	348	12	interesting	interesting	ADJ
ajis02-1542	348	13	rules	rule	NOUN
ajis02-1542	348	14	is	be	AUX
ajis02-1542	348	15	tightened	tighten	VERB
ajis02-1542	348	16	,	,	PUNCT
ajis02-1542	348	17	and	and	CCONJ
ajis02-1542	348	18	diverge	diverge	VERB
ajis02-1542	348	19	as	as	SCONJ
ajis02-1542	348	20	it	it	PRON
ajis02-1542	348	21	is	be	AUX
ajis02-1542	348	22	relaxed	relaxed	ADJ
ajis02-1542	348	23	.	.	PUNCT
ajis02-1542	349	1	this	this	PRON
ajis02-1542	349	2	supports	support	VERB
ajis02-1542	349	3	the	the	DET
ajis02-1542	349	4	conclusion	conclusion	NOUN
ajis02-1542	349	5	that	that	SCONJ
ajis02-1542	349	6	our	our	PRON
ajis02-1542	349	7	proposed	propose	VERB
ajis02-1542	349	8	approach	approach	NOUN
ajis02-1542	349	9	is	be	AUX
ajis02-1542	349	10	able	able	ADJ
ajis02-1542	349	11	to	to	PART
ajis02-1542	349	12	produce	produce	VERB
ajis02-1542	349	13	a	a	DET
ajis02-1542	349	14	practical	practical	ADJ
ajis02-1542	349	15	number	number	NOUN
ajis02-1542	349	16	of	of	ADP
ajis02-1542	349	17	rules	rule	NOUN
ajis02-1542	349	18	from	from	ADP
ajis02-1542	349	19	a	a	DET
ajis02-1542	349	20	larger	large	ADJ
ajis02-1542	349	21	number	number	NOUN
ajis02-1542	349	22	of	of	ADP
ajis02-1542	349	23	potentially	potentially	ADV
ajis02-1542	349	24	interesting	interesting	ADJ
ajis02-1542	349	25	associations	association	NOUN
ajis02-1542	349	26	.	.	PUNCT
ajis02-1542	350	1	this	this	DET
ajis02-1542	350	2	quality	quality	NOUN
ajis02-1542	350	3	is	be	AUX
ajis02-1542	350	4	desirable	desirable	ADJ
ajis02-1542	350	5	as	as	SCONJ
ajis02-1542	350	6	it	it	PRON
ajis02-1542	350	7	allows	allow	VERB
ajis02-1542	350	8	the	the	DET
ajis02-1542	350	9	use	use	NOUN
ajis02-1542	350	10	of	of	ADP
ajis02-1542	350	11	relaxed	relaxed	ADJ
ajis02-1542	350	12	interestingness	interestingness	PROPN
ajis02-1542	350	13	thresholds	threshold	NOUN
ajis02-1542	350	14	,	,	PUNCT
ajis02-1542	350	15	lowering	lower	VERB
ajis02-1542	350	16	the	the	DET
ajis02-1542	350	17	risk	risk	NOUN
ajis02-1542	350	18	of	of	ADP
ajis02-1542	350	19	missing	miss	VERB
ajis02-1542	350	20	potentially	potentially	ADV
ajis02-1542	350	21	useful	useful	ADJ
ajis02-1542	350	22	associations	association	NOUN
ajis02-1542	350	23	.	.	PUNCT
ajis02-1542	351	1	we	we	PRON
ajis02-1542	351	2	now	now	ADV
ajis02-1542	351	3	examine	examine	VERB
ajis02-1542	351	4	performance	performance	NOUN
ajis02-1542	351	5	when	when	SCONJ
ajis02-1542	351	6	exclusively	exclusively	ADV
ajis02-1542	351	7	removing	remove	VERB
ajis02-1542	351	8	redundant	redundant	ADJ
ajis02-1542	351	9	specialisations	specialisation	NOUN
ajis02-1542	351	10	.	.	PUNCT
ajis02-1542	352	1	given	give	VERB
ajis02-1542	352	2	rule	rule	NOUN
ajis02-1542	352	3	x	x	SYM
ajis02-1542	352	4	⇒	⇒	PROPN
ajis02-1542	352	5	z	z	NOUN
ajis02-1542	352	6	,	,	PUNCT
ajis02-1542	352	7	specialisation	specialisation	NOUN
ajis02-1542	352	8	redundancy	redundancy	NOUN
ajis02-1542	352	9	(	(	PUNCT
ajis02-1542	352	10	definition	definition	NOUN
ajis02-1542	352	11	2	2	NUM
ajis02-1542	352	12	)	)	PUNCT
ajis02-1542	352	13	uses	use	VERB
ajis02-1542	352	14	the	the	DET
ajis02-1542	352	15	conditional	conditional	ADJ
ajis02-1542	352	16	association	association	NOUN
ajis02-1542	352	17	x	x	X
ajis02-1542	352	18	⇒	⇒	PROPN
ajis02-1542	352	19	z	z	PROPN
ajis02-1542	353	1	|	|	ADV
ajis02-1542	353	2	q	q	X
ajis02-1542	353	3	to	to	PART
ajis02-1542	353	4	provide	provide	VERB
ajis02-1542	353	5	an	an	DET
ajis02-1542	353	6	additional	additional	ADJ
ajis02-1542	353	7	chance	chance	NOUN
ajis02-1542	353	8	to	to	PART
ajis02-1542	353	9	obtain	obtain	VERB
ajis02-1542	353	10	evidence	evidence	NOUN
ajis02-1542	353	11	for	for	ADP
ajis02-1542	353	12	keeping	keep	VERB
ajis02-1542	353	13	rule	rule	NOUN
ajis02-1542	353	14	xq	xq	PROPN
ajis02-1542	353	15	⇒	⇒	PROPN
ajis02-1542	353	16	z	z	PROPN
ajis02-1542	353	17	(	(	PUNCT
ajis02-1542	353	18	with	with	ADP
ajis02-1542	353	19	respect	respect	NOUN
ajis02-1542	353	20	to	to	ADP
ajis02-1542	353	21	the	the	DET
ajis02-1542	353	22	classical	classical	ADJ
ajis02-1542	353	23	approach	approach	NOUN
ajis02-1542	353	24	defined	define	VERB
ajis02-1542	353	25	in	in	ADP
ajis02-1542	353	26	section	section	NOUN
ajis02-1542	353	27	2	2	NUM
ajis02-1542	353	28	)	)	PUNCT
ajis02-1542	353	29	.	.	PUNCT
ajis02-1542	354	1	all	all	DET
ajis02-1542	354	2	specialisations	specialisation	NOUN
ajis02-1542	354	3	that	that	PRON
ajis02-1542	354	4	are	be	AUX
ajis02-1542	354	5	not	not	PART
ajis02-1542	354	6	classically	classically	ADV
ajis02-1542	354	7	australasian	australasian	ADJ
ajis02-1542	354	8	journal	journal	NOUN
ajis02-1542	354	9	of	of	ADP
ajis02-1542	354	10	information	information	NOUN
ajis02-1542	354	11	systems	system	NOUN
ajis02-1542	354	12	petersen	petersen	PROPN
ajis02-1542	354	13	,	,	PUNCT
ajis02-1542	354	14	poon	poon	NOUN
ajis02-1542	354	15	j	j	PROPN
ajis02-1542	354	16	,	,	PUNCT
ajis02-1542	354	17	poon	poon	NOUN
ajis02-1542	354	18	s	s	PROPN
ajis02-1542	354	19	&	&	CCONJ
ajis02-1542	354	20	loy	loy	PROPN
ajis02-1542	354	21	2017	2017	NUM
ajis02-1542	354	22	,	,	PUNCT
ajis02-1542	354	23	vol	vol	NOUN
ajis02-1542	354	24	21	21	NUM
ajis02-1542	354	25	,	,	PUNCT
ajis02-1542	354	26	selected	select	VERB
ajis02-1542	354	27	papers	paper	NOUN
ajis02-1542	354	28	from	from	ADP
ajis02-1542	354	29	ausdm	ausdm	NOUN
ajis02-1542	354	30	better	well	ADJ
ajis02-1542	354	31	rulesets	ruleset	NOUN
ajis02-1542	354	32	by	by	ADP
ajis02-1542	354	33	removing	remove	VERB
ajis02-1542	354	34	redundancy	redundancy	NOUN
ajis02-1542	354	35	15	15	NUM
ajis02-1542	354	36	redundant	redundant	NOUN
ajis02-1542	354	37	will	will	AUX
ajis02-1542	354	38	also	also	ADV
ajis02-1542	354	39	not	not	PART
ajis02-1542	354	40	be	be	AUX
ajis02-1542	354	41	robust	robust	ADJ
ajis02-1542	354	42	redundant	redundant	ADJ
ajis02-1542	354	43	.	.	PUNCT
ajis02-1542	355	1	robust	robust	ADJ
ajis02-1542	355	2	specialisation	specialisation	NOUN
ajis02-1542	355	3	redundancy	redundancy	NOUN
ajis02-1542	355	4	will	will	AUX
ajis02-1542	355	5	always	always	ADV
ajis02-1542	355	6	return	return	VERB
ajis02-1542	355	7	at	at	ADV
ajis02-1542	355	8	least	least	ADJ
ajis02-1542	355	9	as	as	ADP
ajis02-1542	355	10	many	many	ADJ
ajis02-1542	355	11	rules	rule	NOUN
ajis02-1542	355	12	as	as	ADP
ajis02-1542	355	13	the	the	DET
ajis02-1542	355	14	classical	classical	ADJ
ajis02-1542	355	15	approach	approach	NOUN
ajis02-1542	355	16	.	.	PUNCT
ajis02-1542	356	1	5.3	5.3	NUM
ajis02-1542	356	2	rule	rule	NOUN
ajis02-1542	356	3	quality	quality	NOUN
ajis02-1542	356	4	next	next	ADV
ajis02-1542	356	5	we	we	PRON
ajis02-1542	356	6	examine	examine	VERB
ajis02-1542	356	7	at	at	ADP
ajis02-1542	356	8	the	the	DET
ajis02-1542	356	9	quality	quality	NOUN
ajis02-1542	356	10	of	of	ADP
ajis02-1542	356	11	the	the	DET
ajis02-1542	356	12	generated	generate	VERB
ajis02-1542	356	13	rules	rule	NOUN
ajis02-1542	356	14	.	.	PUNCT
ajis02-1542	357	1	as	as	SCONJ
ajis02-1542	357	2	evidence	evidence	NOUN
ajis02-1542	357	3	has	have	AUX
ajis02-1542	357	4	been	be	AUX
ajis02-1542	357	5	given	give	VERB
ajis02-1542	357	6	that	that	SCONJ
ajis02-1542	357	7	we	we	PRON
ajis02-1542	357	8	should	should	AUX
ajis02-1542	357	9	not	not	PART
ajis02-1542	357	10	prune	prune	VERB
ajis02-1542	357	11	generalisations	generalisation	NOUN
ajis02-1542	357	12	without	without	ADP
ajis02-1542	357	13	first	first	ADJ
ajis02-1542	357	14	pruning	prune	VERB
ajis02-1542	357	15	specialisations	specialisation	NOUN
ajis02-1542	357	16	,	,	PUNCT
ajis02-1542	357	17	no	no	DET
ajis02-1542	357	18	results	result	NOUN
ajis02-1542	357	19	are	be	AUX
ajis02-1542	357	20	reported	report	VERB
ajis02-1542	357	21	for	for	ADP
ajis02-1542	357	22	pruning	prune	VERB
ajis02-1542	357	23	generalisations	generalisation	NOUN
ajis02-1542	357	24	exclusively	exclusively	ADV
ajis02-1542	357	25	.	.	PUNCT
ajis02-1542	358	1	figure	figure	VERB
ajis02-1542	358	2	3	3	NUM
ajis02-1542	358	3	shows	show	VERB
ajis02-1542	358	4	the	the	DET
ajis02-1542	358	5	mean	mean	ADJ
ajis02-1542	358	6	log	log	NOUN
ajis02-1542	358	7	p	p	NOUN
ajis02-1542	358	8	-	-	PUNCT
ajis02-1542	358	9	values	value	NOUN
ajis02-1542	358	10	for	for	ADP
ajis02-1542	358	11	each	each	PRON
ajis02-1542	358	12	of	of	ADP
ajis02-1542	358	13	the	the	DET
ajis02-1542	358	14	tested	test	VERB
ajis02-1542	358	15	redundancy	redundancy	NOUN
ajis02-1542	358	16	methods	method	NOUN
ajis02-1542	358	17	and	and	CCONJ
ajis02-1542	358	18	thresholds	threshold	NOUN
ajis02-1542	358	19	(	(	PUNCT
ajis02-1542	358	20	raw	raw	ADJ
ajis02-1542	358	21	values	value	NOUN
ajis02-1542	358	22	are	be	AUX
ajis02-1542	358	23	given	give	VERB
ajis02-1542	358	24	in	in	ADP
ajis02-1542	358	25	the	the	DET
ajis02-1542	358	26	appendix	appendix	NOUN
ajis02-1542	358	27	)	)	PUNCT
ajis02-1542	358	28	.	.	PUNCT
ajis02-1542	359	1	despite	despite	SCONJ
ajis02-1542	359	2	the	the	DET
ajis02-1542	359	3	smaller	small	ADJ
ajis02-1542	359	4	generated	generate	VERB
ajis02-1542	359	5	rule	rule	NOUN
ajis02-1542	359	6	set	set	NOUN
ajis02-1542	359	7	,	,	PUNCT
ajis02-1542	359	8	it	it	PRON
ajis02-1542	359	9	can	can	AUX
ajis02-1542	359	10	be	be	AUX
ajis02-1542	359	11	seen	see	VERB
ajis02-1542	359	12	that	that	SCONJ
ajis02-1542	359	13	in	in	ADP
ajis02-1542	359	14	all	all	DET
ajis02-1542	359	15	cases	case	NOUN
ajis02-1542	359	16	the	the	DET
ajis02-1542	359	17	performance	performance	NOUN
ajis02-1542	359	18	of	of	ADP
ajis02-1542	359	19	robust	robust	ADJ
ajis02-1542	359	20	pruning	pruning	NOUN
ajis02-1542	359	21	is	be	AUX
ajis02-1542	359	22	equivalent	equivalent	ADJ
ajis02-1542	359	23	or	or	CCONJ
ajis02-1542	359	24	slightly	slightly	ADV
ajis02-1542	359	25	better	well	ADJ
ajis02-1542	359	26	than	than	ADP
ajis02-1542	359	27	for	for	ADP
ajis02-1542	359	28	rules	rule	NOUN
ajis02-1542	359	29	generated	generate	VERB
ajis02-1542	359	30	with	with	ADP
ajis02-1542	359	31	classical	classical	ADJ
ajis02-1542	359	32	redundancy	redundancy	NOUN
ajis02-1542	359	33	.	.	PUNCT
ajis02-1542	360	1	figure	figure	VERB
ajis02-1542	360	2	3	3	NUM
ajis02-1542	360	3	:	:	PUNCT
ajis02-1542	360	4	ruleset	ruleset	NOUN
ajis02-1542	360	5	performance	performance	NOUN
ajis02-1542	360	6	(	(	PUNCT
ajis02-1542	360	7	average	average	ADJ
ajis02-1542	360	8	ln(p	ln(p	NUM
ajis02-1542	360	9	)	)	PUNCT
ajis02-1542	360	10	vs.	vs.	X
ajis02-1542	360	11	goodness	goodness	NOUN
ajis02-1542	360	12	threshold	threshold	NOUN
ajis02-1542	360	13	(	(	PUNCT
ajis02-1542	360	14	ln(p	ln(p	NUM
ajis02-1542	360	15	)	)	PUNCT
ajis02-1542	360	16	)	)	PUNCT
ajis02-1542	361	1	on	on	AUX
ajis02-1542	361	2	hold	hold	VERB
ajis02-1542	361	3	out	out	ADP
ajis02-1542	361	4	data	datum	NOUN
ajis02-1542	361	5	with	with	ADP
ajis02-1542	361	6	classical	classical	ADJ
ajis02-1542	361	7	,	,	PUNCT
ajis02-1542	361	8	specialisation	specialisation	NOUN
ajis02-1542	361	9	,	,	PUNCT
ajis02-1542	361	10	and	and	CCONJ
ajis02-1542	361	11	robust	robust	ADJ
ajis02-1542	361	12	(	(	PUNCT
ajis02-1542	361	13	specialisation	specialisation	NOUN
ajis02-1542	361	14	and	and	CCONJ
ajis02-1542	361	15	generalisation	generalisation	NOUN
ajis02-1542	361	16	redundancy	redundancy	NOUN
ajis02-1542	361	17	)	)	PUNCT
ajis02-1542	361	18	.	.	PUNCT
ajis02-1542	362	1	each	each	DET
ajis02-1542	362	2	figure	figure	NOUN
ajis02-1542	362	3	contains	contain	VERB
ajis02-1542	362	4	one	one	NUM
ajis02-1542	362	5	spoke	speak	VERB
ajis02-1542	362	6	per	per	ADP
ajis02-1542	362	7	tested	test	VERB
ajis02-1542	362	8	threshold	threshold	NOUN
ajis02-1542	362	9	.	.	PUNCT
ajis02-1542	363	1	values	value	NOUN
ajis02-1542	363	2	closer	close	ADV
ajis02-1542	363	3	to	to	ADP
ajis02-1542	363	4	the	the	DET
ajis02-1542	363	5	outside	outside	NOUN
ajis02-1542	363	6	of	of	ADP
ajis02-1542	363	7	the	the	DET
ajis02-1542	363	8	plots	plot	NOUN
ajis02-1542	363	9	indicate	indicate	VERB
ajis02-1542	363	10	higher	high	ADJ
ajis02-1542	363	11	absolute	absolute	ADJ
ajis02-1542	363	12	mean	mean	ADJ
ajis02-1542	363	13	quality	quality	NOUN
ajis02-1542	363	14	(	(	PUNCT
ajis02-1542	363	15	lower	low	ADJ
ajis02-1542	363	16	p	p	NOUN
ajis02-1542	363	17	values	value	NOUN
ajis02-1542	363	18	)	)	PUNCT
ajis02-1542	363	19	.	.	PUNCT
ajis02-1542	364	1	scales	scale	NOUN
ajis02-1542	364	2	differ	differ	VERB
ajis02-1542	364	3	between	between	ADP
ajis02-1542	364	4	subplots	subplot	NOUN
ajis02-1542	364	5	.	.	PUNCT
ajis02-1542	365	1	australasian	australasian	ADJ
ajis02-1542	365	2	journal	journal	NOUN
ajis02-1542	365	3	of	of	ADP
ajis02-1542	365	4	information	information	NOUN
ajis02-1542	365	5	systems	system	NOUN
ajis02-1542	365	6	petersen	petersen	PROPN
ajis02-1542	365	7	,	,	PUNCT
ajis02-1542	365	8	poon	poon	NOUN
ajis02-1542	365	9	j	j	PROPN
ajis02-1542	365	10	,	,	PUNCT
ajis02-1542	365	11	poon	poon	NOUN
ajis02-1542	365	12	s	s	PROPN
ajis02-1542	365	13	&	&	CCONJ
ajis02-1542	365	14	loy	loy	PROPN
ajis02-1542	365	15	2017	2017	NUM
ajis02-1542	365	16	,	,	PUNCT
ajis02-1542	365	17	vol	vol	NOUN
ajis02-1542	365	18	21	21	NUM
ajis02-1542	365	19	,	,	PUNCT
ajis02-1542	365	20	selected	select	VERB
ajis02-1542	365	21	papers	paper	NOUN
ajis02-1542	365	22	from	from	ADP
ajis02-1542	365	23	ausdm	ausdm	NOUN
ajis02-1542	365	24	better	well	ADJ
ajis02-1542	365	25	rulesets	ruleset	NOUN
ajis02-1542	365	26	by	by	ADP
ajis02-1542	365	27	removing	remove	VERB
ajis02-1542	365	28	redundancy	redundancy	NOUN
ajis02-1542	365	29	16	16	NUM
ajis02-1542	365	30	5.4	5.4	NUM
ajis02-1542	365	31	efficiency	efficiency	NOUN
ajis02-1542	365	32	the	the	DET
ajis02-1542	365	33	expanded	expand	VERB
ajis02-1542	365	34	search	search	NOUN
ajis02-1542	365	35	for	for	ADP
ajis02-1542	365	36	robust	robust	ADJ
ajis02-1542	365	37	redundancy	redundancy	NOUN
ajis02-1542	365	38	increases	increase	VERB
ajis02-1542	365	39	the	the	DET
ajis02-1542	365	40	amount	amount	NOUN
ajis02-1542	365	41	of	of	ADP
ajis02-1542	365	42	time	time	NOUN
ajis02-1542	365	43	and	and	CCONJ
ajis02-1542	365	44	space	space	NOUN
ajis02-1542	365	45	required	require	VERB
ajis02-1542	365	46	.	.	PUNCT
ajis02-1542	366	1	the	the	DET
ajis02-1542	366	2	main	main	ADJ
ajis02-1542	366	3	factor	factor	NOUN
ajis02-1542	366	4	that	that	PRON
ajis02-1542	366	5	effects	effect	VERB
ajis02-1542	366	6	both	both	PRON
ajis02-1542	366	7	computational	computational	ADJ
ajis02-1542	366	8	time	time	NOUN
ajis02-1542	366	9	and	and	CCONJ
ajis02-1542	366	10	memory	memory	NOUN
ajis02-1542	366	11	requirements	requirement	NOUN
ajis02-1542	366	12	is	be	AUX
ajis02-1542	366	13	the	the	DET
ajis02-1542	366	14	number	number	NOUN
ajis02-1542	366	15	of	of	ADP
ajis02-1542	366	16	nodes	node	NOUN
ajis02-1542	366	17	generated	generate	VERB
ajis02-1542	366	18	during	during	ADP
ajis02-1542	366	19	the	the	DET
ajis02-1542	366	20	search	search	NOUN
ajis02-1542	366	21	.	.	PUNCT
ajis02-1542	367	1	this	this	PRON
ajis02-1542	367	2	can	can	AUX
ajis02-1542	367	3	be	be	AUX
ajis02-1542	367	4	seen	see	VERB
ajis02-1542	367	5	by	by	ADP
ajis02-1542	367	6	observing	observe	VERB
ajis02-1542	367	7	the	the	DET
ajis02-1542	367	8	similarity	similarity	NOUN
ajis02-1542	367	9	of	of	ADP
ajis02-1542	367	10	the	the	DET
ajis02-1542	367	11	trends	trend	NOUN
ajis02-1542	367	12	for	for	ADP
ajis02-1542	367	13	the	the	DET
ajis02-1542	367	14	number	number	NOUN
ajis02-1542	367	15	of	of	ADP
ajis02-1542	367	16	nodes	node	NOUN
ajis02-1542	367	17	generated	generate	VERB
ajis02-1542	367	18	(	(	PUNCT
ajis02-1542	367	19	figure	figure	NOUN
ajis02-1542	367	20	4	4	NUM
ajis02-1542	367	21	)	)	PUNCT
ajis02-1542	367	22	against	against	ADP
ajis02-1542	367	23	time	time	NOUN
ajis02-1542	367	24	(	(	PUNCT
ajis02-1542	367	25	figure	figure	NOUN
ajis02-1542	367	26	5	5	NUM
ajis02-1542	367	27	)	)	PUNCT
ajis02-1542	367	28	and	and	CCONJ
ajis02-1542	367	29	memory	memory	NOUN
ajis02-1542	367	30	(	(	PUNCT
ajis02-1542	367	31	figure	figure	NOUN
ajis02-1542	367	32	6	6	NUM
ajis02-1542	367	33	)	)	PUNCT
ajis02-1542	367	34	(	(	PUNCT
ajis02-1542	367	35	additional	additional	ADJ
ajis02-1542	367	36	figures	figure	NOUN
ajis02-1542	367	37	displaying	display	VERB
ajis02-1542	367	38	these	these	DET
ajis02-1542	367	39	trends	trend	NOUN
ajis02-1542	367	40	are	be	AUX
ajis02-1542	367	41	included	include	VERB
ajis02-1542	367	42	in	in	ADP
ajis02-1542	367	43	the	the	DET
ajis02-1542	367	44	appendix	appendix	NOUN
ajis02-1542	367	45	)	)	PUNCT
ajis02-1542	367	46	.	.	PUNCT
ajis02-1542	368	1	two	two	NUM
ajis02-1542	368	2	factors	factor	NOUN
ajis02-1542	368	3	contribute	contribute	VERB
ajis02-1542	368	4	to	to	ADP
ajis02-1542	368	5	the	the	DET
ajis02-1542	368	6	increased	increase	VERB
ajis02-1542	368	7	search	search	NOUN
ajis02-1542	368	8	space	space	NOUN
ajis02-1542	368	9	size	size	NOUN
ajis02-1542	368	10	.	.	PUNCT
ajis02-1542	369	1	as	as	SCONJ
ajis02-1542	369	2	robust	robust	ADJ
ajis02-1542	369	3	specialisation	specialisation	NOUN
ajis02-1542	369	4	redundancy	redundancy	NOUN
ajis02-1542	369	5	is	be	AUX
ajis02-1542	369	6	more	more	ADV
ajis02-1542	369	7	permissive	permissive	ADJ
ajis02-1542	369	8	than	than	ADP
ajis02-1542	369	9	classical	classical	ADJ
ajis02-1542	369	10	redundancy	redundancy	NOUN
ajis02-1542	369	11	,	,	PUNCT
ajis02-1542	369	12	the	the	DET
ajis02-1542	369	13	pruning	pruning	NOUN
ajis02-1542	369	14	employed	employ	VERB
ajis02-1542	369	15	during	during	ADP
ajis02-1542	369	16	the	the	DET
ajis02-1542	369	17	search	search	NOUN
ajis02-1542	369	18	must	must	AUX
ajis02-1542	369	19	be	be	AUX
ajis02-1542	369	20	less	less	ADV
ajis02-1542	369	21	aggressive	aggressive	ADJ
ajis02-1542	369	22	.	.	PUNCT
ajis02-1542	370	1	additionally	additionally	ADV
ajis02-1542	370	2	,	,	PUNCT
ajis02-1542	370	3	we	we	PRON
ajis02-1542	370	4	do	do	AUX
ajis02-1542	370	5	not	not	PART
ajis02-1542	370	6	prune	prune	VERB
ajis02-1542	370	7	based	base	VERB
ajis02-1542	370	8	on	on	ADP
ajis02-1542	370	9	minimality	minimality	NOUN
ajis02-1542	370	10	with	with	ADP
ajis02-1542	370	11	robust	robust	ADJ
ajis02-1542	370	12	redundancy	redundancy	NOUN
ajis02-1542	370	13	.	.	PUNCT
ajis02-1542	371	1	we	we	PRON
ajis02-1542	371	2	note	note	VERB
ajis02-1542	371	3	however	however	ADV
ajis02-1542	371	4	that	that	SCONJ
ajis02-1542	371	5	as	as	SCONJ
ajis02-1542	371	6	our	our	PRON
ajis02-1542	371	7	initial	initial	ADJ
ajis02-1542	371	8	search	search	NOUN
ajis02-1542	371	9	differs	differ	VERB
ajis02-1542	371	10	from	from	ADP
ajis02-1542	371	11	the	the	DET
ajis02-1542	371	12	existing	exist	VERB
ajis02-1542	371	13	kingfisher	kingfisher	NOUN
ajis02-1542	371	14	algorithm	algorithm	NOUN
ajis02-1542	371	15	only	only	ADV
ajis02-1542	371	16	in	in	ADP
ajis02-1542	371	17	the	the	DET
ajis02-1542	371	18	pruning	prune	VERB
ajis02-1542	371	19	strategies	strategy	NOUN
ajis02-1542	371	20	employed	employ	VERB
ajis02-1542	371	21	,	,	PUNCT
ajis02-1542	371	22	it	it	PRON
ajis02-1542	371	23	maintains	maintain	VERB
ajis02-1542	371	24	the	the	DET
ajis02-1542	371	25	same	same	ADJ
ajis02-1542	371	26	worst	bad	ADJ
ajis02-1542	371	27	-	-	PUNCT
ajis02-1542	371	28	case	case	NOUN
ajis02-1542	371	29	time	time	NOUN
ajis02-1542	371	30	and	and	CCONJ
ajis02-1542	371	31	space	space	NOUN
ajis02-1542	371	32	complexity	complexity	NOUN
ajis02-1542	371	33	.	.	PUNCT
ajis02-1542	372	1	figure	figure	VERB
ajis02-1542	372	2	4	4	NUM
ajis02-1542	372	3	:	:	PUNCT
ajis02-1542	372	4	number	number	NOUN
ajis02-1542	372	5	of	of	ADP
ajis02-1542	372	6	nodes	node	NOUN
ajis02-1542	372	7	generated	generate	VERB
ajis02-1542	372	8	during	during	ADP
ajis02-1542	372	9	rule	rule	NOUN
ajis02-1542	372	10	search	search	NOUN
ajis02-1542	372	11	algorithm	algorithm	NOUN
ajis02-1542	372	12	vs.	vs.	ADP
ajis02-1542	372	13	goodness	goodness	NOUN
ajis02-1542	372	14	threshold	threshold	NOUN
ajis02-1542	372	15	(	(	PUNCT
ajis02-1542	372	16	ln(p	ln(p	NUM
ajis02-1542	372	17	)	)	PUNCT
ajis02-1542	372	18	)	)	PUNCT
ajis02-1542	372	19	with	with	ADP
ajis02-1542	372	20	classical	classical	ADJ
ajis02-1542	372	21	,	,	PUNCT
ajis02-1542	372	22	specialisation	specialisation	NOUN
ajis02-1542	372	23	,	,	PUNCT
ajis02-1542	372	24	and	and	CCONJ
ajis02-1542	372	25	robust	robust	ADJ
ajis02-1542	372	26	(	(	PUNCT
ajis02-1542	372	27	specialisation	specialisation	NOUN
ajis02-1542	372	28	and	and	CCONJ
ajis02-1542	372	29	generalisation	generalisation	NOUN
ajis02-1542	372	30	redundancy	redundancy	NOUN
ajis02-1542	372	31	)	)	PUNCT
ajis02-1542	372	32	.	.	PUNCT
ajis02-1542	373	1	each	each	DET
ajis02-1542	373	2	figure	figure	NOUN
ajis02-1542	373	3	contains	contain	VERB
ajis02-1542	373	4	one	one	NUM
ajis02-1542	373	5	spoke	speak	VERB
ajis02-1542	373	6	per	per	ADP
ajis02-1542	373	7	tested	test	VERB
ajis02-1542	373	8	threshold	threshold	NOUN
ajis02-1542	373	9	.	.	PUNCT
ajis02-1542	374	1	values	value	NOUN
ajis02-1542	374	2	closer	close	ADV
ajis02-1542	374	3	to	to	ADP
ajis02-1542	374	4	the	the	DET
ajis02-1542	374	5	outside	outside	NOUN
ajis02-1542	374	6	of	of	ADP
ajis02-1542	374	7	the	the	DET
ajis02-1542	374	8	plots	plot	NOUN
ajis02-1542	374	9	indicate	indicate	VERB
ajis02-1542	374	10	more	more	ADJ
ajis02-1542	374	11	search	search	NOUN
ajis02-1542	374	12	nodes	node	NOUN
ajis02-1542	374	13	.	.	PUNCT
ajis02-1542	375	1	scales	scale	NOUN
ajis02-1542	375	2	differ	differ	VERB
ajis02-1542	375	3	between	between	ADP
ajis02-1542	375	4	subplots	subplot	NOUN
ajis02-1542	375	5	australasian	australasian	ADJ
ajis02-1542	375	6	journal	journal	NOUN
ajis02-1542	375	7	of	of	ADP
ajis02-1542	375	8	information	information	NOUN
ajis02-1542	375	9	systems	system	NOUN
ajis02-1542	375	10	petersen	petersen	PROPN
ajis02-1542	375	11	,	,	PUNCT
ajis02-1542	375	12	poon	poon	NOUN
ajis02-1542	375	13	j	j	PROPN
ajis02-1542	375	14	,	,	PUNCT
ajis02-1542	375	15	poon	poon	NOUN
ajis02-1542	375	16	s	s	PROPN
ajis02-1542	375	17	&	&	CCONJ
ajis02-1542	375	18	loy	loy	PROPN
ajis02-1542	375	19	2017	2017	NUM
ajis02-1542	375	20	,	,	PUNCT
ajis02-1542	375	21	vol	vol	NOUN
ajis02-1542	375	22	21	21	NUM
ajis02-1542	375	23	,	,	PUNCT
ajis02-1542	375	24	selected	select	VERB
ajis02-1542	375	25	papers	paper	NOUN
ajis02-1542	375	26	from	from	ADP
ajis02-1542	375	27	ausdm	ausdm	NOUN
ajis02-1542	375	28	better	well	ADJ
ajis02-1542	375	29	rulesets	ruleset	NOUN
ajis02-1542	375	30	by	by	ADP
ajis02-1542	375	31	removing	remove	VERB
ajis02-1542	375	32	redundancy	redundancy	NOUN
ajis02-1542	375	33	17	17	NUM
ajis02-1542	375	34	figure	figure	NOUN
ajis02-1542	375	35	5	5	NUM
ajis02-1542	375	36	:	:	PUNCT
ajis02-1542	375	37	total	total	ADJ
ajis02-1542	375	38	search	search	NOUN
ajis02-1542	375	39	time	time	NOUN
ajis02-1542	375	40	(	(	PUNCT
ajis02-1542	375	41	seconds	second	NOUN
ajis02-1542	375	42	)	)	PUNCT
ajis02-1542	375	43	during	during	ADP
ajis02-1542	375	44	rule	rule	NOUN
ajis02-1542	375	45	search	search	NOUN
ajis02-1542	375	46	algorithm	algorithm	NOUN
ajis02-1542	375	47	vs.	vs.	ADP
ajis02-1542	375	48	goodness	goodness	NOUN
ajis02-1542	375	49	threshold	threshold	NOUN
ajis02-1542	375	50	(	(	PUNCT
ajis02-1542	375	51	ln(p	ln(p	NUM
ajis02-1542	375	52	)	)	PUNCT
ajis02-1542	375	53	)	)	PUNCT
ajis02-1542	375	54	with	with	ADP
ajis02-1542	375	55	classical	classical	ADJ
ajis02-1542	375	56	,	,	PUNCT
ajis02-1542	375	57	specialisation	specialisation	NOUN
ajis02-1542	375	58	,	,	PUNCT
ajis02-1542	375	59	and	and	CCONJ
ajis02-1542	375	60	robust	robust	ADJ
ajis02-1542	375	61	(	(	PUNCT
ajis02-1542	375	62	specialisation	specialisation	NOUN
ajis02-1542	375	63	and	and	CCONJ
ajis02-1542	375	64	generalisation	generalisation	NOUN
ajis02-1542	375	65	redundancy	redundancy	NOUN
ajis02-1542	375	66	)	)	PUNCT
ajis02-1542	375	67	.	.	PUNCT
ajis02-1542	376	1	each	each	DET
ajis02-1542	376	2	figure	figure	NOUN
ajis02-1542	376	3	contains	contain	VERB
ajis02-1542	376	4	one	one	NUM
ajis02-1542	376	5	spoke	speak	VERB
ajis02-1542	376	6	per	per	ADP
ajis02-1542	376	7	tested	test	VERB
ajis02-1542	376	8	threshold	threshold	NOUN
ajis02-1542	376	9	.	.	PUNCT
ajis02-1542	377	1	values	value	NOUN
ajis02-1542	377	2	closer	close	ADV
ajis02-1542	377	3	to	to	ADP
ajis02-1542	377	4	the	the	DET
ajis02-1542	377	5	outside	outside	NOUN
ajis02-1542	377	6	of	of	ADP
ajis02-1542	377	7	the	the	DET
ajis02-1542	377	8	plots	plot	NOUN
ajis02-1542	377	9	indicate	indicate	VERB
ajis02-1542	377	10	higher	high	ADJ
ajis02-1542	377	11	run	run	NOUN
ajis02-1542	377	12	times	time	NOUN
ajis02-1542	377	13	.	.	PUNCT
ajis02-1542	378	1	scales	scale	NOUN
ajis02-1542	378	2	differ	differ	VERB
ajis02-1542	378	3	between	between	ADP
ajis02-1542	378	4	subplots	subplot	NOUN
ajis02-1542	378	5	australasian	australasian	ADJ
ajis02-1542	378	6	journal	journal	NOUN
ajis02-1542	378	7	of	of	ADP
ajis02-1542	378	8	information	information	NOUN
ajis02-1542	378	9	systems	system	NOUN
ajis02-1542	378	10	petersen	petersen	PROPN
ajis02-1542	378	11	,	,	PUNCT
ajis02-1542	378	12	poon	poon	NOUN
ajis02-1542	378	13	j	j	PROPN
ajis02-1542	378	14	,	,	PUNCT
ajis02-1542	378	15	poon	poon	NOUN
ajis02-1542	378	16	s	s	PROPN
ajis02-1542	378	17	&	&	CCONJ
ajis02-1542	378	18	loy	loy	PROPN
ajis02-1542	378	19	2017	2017	NUM
ajis02-1542	378	20	,	,	PUNCT
ajis02-1542	378	21	vol	vol	NOUN
ajis02-1542	378	22	21	21	NUM
ajis02-1542	378	23	,	,	PUNCT
ajis02-1542	378	24	selected	select	VERB
ajis02-1542	378	25	papers	paper	NOUN
ajis02-1542	378	26	from	from	ADP
ajis02-1542	378	27	ausdm	ausdm	NOUN
ajis02-1542	378	28	better	well	ADJ
ajis02-1542	378	29	rulesets	ruleset	NOUN
ajis02-1542	378	30	by	by	ADP
ajis02-1542	378	31	removing	remove	VERB
ajis02-1542	378	32	redundancy	redundancy	NOUN
ajis02-1542	378	33	18	18	NUM
ajis02-1542	378	34	figure	figure	NOUN
ajis02-1542	378	35	6	6	NUM
ajis02-1542	378	36	:	:	PUNCT
ajis02-1542	378	37	peak	peak	NOUN
ajis02-1542	378	38	memory	memory	NOUN
ajis02-1542	378	39	usage	usage	NOUN
ajis02-1542	378	40	(	(	PUNCT
ajis02-1542	378	41	kb	kb	PROPN
ajis02-1542	378	42	)	)	PUNCT
ajis02-1542	378	43	during	during	ADP
ajis02-1542	378	44	rule	rule	NOUN
ajis02-1542	378	45	search	search	NOUN
ajis02-1542	378	46	algorithm	algorithm	NOUN
ajis02-1542	378	47	vs.	vs.	ADP
ajis02-1542	378	48	goodness	goodness	NOUN
ajis02-1542	378	49	threshold	threshold	NOUN
ajis02-1542	378	50	(	(	PUNCT
ajis02-1542	378	51	ln(p	ln(p	NUM
ajis02-1542	378	52	)	)	PUNCT
ajis02-1542	378	53	)	)	PUNCT
ajis02-1542	378	54	with	with	ADP
ajis02-1542	378	55	classical	classical	ADJ
ajis02-1542	378	56	,	,	PUNCT
ajis02-1542	378	57	specialisation	specialisation	NOUN
ajis02-1542	378	58	,	,	PUNCT
ajis02-1542	378	59	and	and	CCONJ
ajis02-1542	378	60	robust	robust	ADJ
ajis02-1542	378	61	(	(	PUNCT
ajis02-1542	378	62	specialisation	specialisation	NOUN
ajis02-1542	378	63	and	and	CCONJ
ajis02-1542	378	64	generalisation	generalisation	NOUN
ajis02-1542	378	65	redundancy	redundancy	NOUN
ajis02-1542	378	66	)	)	PUNCT
ajis02-1542	378	67	.	.	PUNCT
ajis02-1542	379	1	each	each	DET
ajis02-1542	379	2	figure	figure	NOUN
ajis02-1542	379	3	contains	contain	VERB
ajis02-1542	379	4	one	one	NUM
ajis02-1542	379	5	spoke	speak	VERB
ajis02-1542	379	6	per	per	ADP
ajis02-1542	379	7	tested	test	VERB
ajis02-1542	379	8	threshold	threshold	NOUN
ajis02-1542	379	9	.	.	PUNCT
ajis02-1542	380	1	values	value	NOUN
ajis02-1542	380	2	closer	close	ADV
ajis02-1542	380	3	to	to	ADP
ajis02-1542	380	4	the	the	DET
ajis02-1542	380	5	outside	outside	NOUN
ajis02-1542	380	6	of	of	ADP
ajis02-1542	380	7	the	the	DET
ajis02-1542	380	8	plots	plot	NOUN
ajis02-1542	380	9	indicate	indicate	VERB
ajis02-1542	380	10	memory	memory	NOUN
ajis02-1542	380	11	usage	usage	NOUN
ajis02-1542	380	12	.	.	PUNCT
ajis02-1542	381	1	scales	scale	NOUN
ajis02-1542	381	2	differ	differ	VERB
ajis02-1542	381	3	between	between	ADP
ajis02-1542	381	4	subplots	subplot	NOUN
ajis02-1542	381	5	figure	figure	NOUN
ajis02-1542	381	6	2	2	NUM
ajis02-1542	381	7	shows	show	VERB
ajis02-1542	381	8	the	the	DET
ajis02-1542	381	9	number	number	NOUN
ajis02-1542	381	10	of	of	ADP
ajis02-1542	381	11	nodes	node	NOUN
ajis02-1542	381	12	generated	generate	VERB
ajis02-1542	381	13	when	when	SCONJ
ajis02-1542	381	14	searching	search	VERB
ajis02-1542	381	15	with	with	ADP
ajis02-1542	381	16	each	each	DET
ajis02-1542	381	17	data	datum	NOUN
ajis02-1542	381	18	(	(	PUNCT
ajis02-1542	381	19	values	value	NOUN
ajis02-1542	381	20	for	for	ADP
ajis02-1542	381	21	robust	robust	ADJ
ajis02-1542	381	22	and	and	CCONJ
ajis02-1542	381	23	specialisation	specialisation	NOUN
ajis02-1542	381	24	redundancy	redundancy	NOUN
ajis02-1542	381	25	appear	appear	VERB
ajis02-1542	381	26	quite	quite	ADV
ajis02-1542	381	27	similar	similar	ADJ
ajis02-1542	381	28	)	)	PUNCT
ajis02-1542	381	29	.	.	PUNCT
ajis02-1542	382	1	observe	observe	VERB
ajis02-1542	382	2	the	the	DET
ajis02-1542	382	3	difference	difference	NOUN
ajis02-1542	382	4	in	in	ADP
ajis02-1542	382	5	number	number	NOUN
ajis02-1542	382	6	of	of	ADP
ajis02-1542	382	7	nodes	node	NOUN
ajis02-1542	382	8	generated	generate	VERB
ajis02-1542	382	9	when	when	SCONJ
ajis02-1542	382	10	searching	search	VERB
ajis02-1542	382	11	with	with	ADP
ajis02-1542	382	12	robust	robust	ADJ
ajis02-1542	382	13	and	and	CCONJ
ajis02-1542	382	14	classical	classical	ADJ
ajis02-1542	382	15	redundancy	redundancy	NOUN
ajis02-1542	382	16	varies	vary	VERB
ajis02-1542	382	17	substantially	substantially	ADV
ajis02-1542	382	18	.	.	PUNCT
ajis02-1542	383	1	some	some	DET
ajis02-1542	383	2	data	datum	NOUN
ajis02-1542	383	3	(	(	PUNCT
ajis02-1542	383	4	e.g.	e.g.	ADV
ajis02-1542	383	5	aspergillosis	aspergillosis	NOUN
ajis02-1542	383	6	and	and	CCONJ
ajis02-1542	383	7	t10i4d100k	t10i4d100k	NOUN
ajis02-1542	383	8	)	)	PUNCT
ajis02-1542	383	9	differ	differ	VERB
ajis02-1542	383	10	very	very	ADV
ajis02-1542	383	11	little	little	ADJ
ajis02-1542	383	12	,	,	PUNCT
ajis02-1542	383	13	while	while	SCONJ
ajis02-1542	383	14	the	the	DET
ajis02-1542	383	15	greatest	great	ADJ
ajis02-1542	383	16	difference	difference	NOUN
ajis02-1542	383	17	is	be	AUX
ajis02-1542	383	18	observed	observe	VERB
ajis02-1542	383	19	for	for	ADP
ajis02-1542	383	20	the	the	DET
ajis02-1542	383	21	mushroom	mushroom	NOUN
ajis02-1542	383	22	and	and	CCONJ
ajis02-1542	383	23	t40i10d100k	t40i10d100k	NUM
ajis02-1542	383	24	data	datum	NOUN
ajis02-1542	383	25	.	.	PUNCT
ajis02-1542	384	1	in	in	ADP
ajis02-1542	384	2	addition	addition	NOUN
ajis02-1542	384	3	to	to	ADP
ajis02-1542	384	4	comparing	compare	VERB
ajis02-1542	384	5	the	the	DET
ajis02-1542	384	6	number	number	NOUN
ajis02-1542	384	7	of	of	ADP
ajis02-1542	384	8	nodes	node	NOUN
ajis02-1542	384	9	when	when	SCONJ
ajis02-1542	384	10	searching	search	VERB
ajis02-1542	384	11	with	with	ADP
ajis02-1542	384	12	classical	classical	ADJ
ajis02-1542	384	13	and	and	CCONJ
ajis02-1542	384	14	robust	robust	ADJ
ajis02-1542	384	15	redundancy	redundancy	NOUN
ajis02-1542	384	16	,	,	PUNCT
ajis02-1542	384	17	it	it	PRON
ajis02-1542	384	18	is	be	AUX
ajis02-1542	384	19	interesting	interesting	ADJ
ajis02-1542	384	20	to	to	PART
ajis02-1542	384	21	examine	examine	VERB
ajis02-1542	384	22	the	the	DET
ajis02-1542	384	23	number	number	NOUN
ajis02-1542	384	24	of	of	ADP
ajis02-1542	384	25	nodes	node	NOUN
ajis02-1542	384	26	when	when	SCONJ
ajis02-1542	384	27	no	no	DET
ajis02-1542	384	28	redundancy	redundancy	NOUN
ajis02-1542	384	29	based	base	VERB
ajis02-1542	384	30	pruning	pruning	NOUN
ajis02-1542	384	31	is	be	AUX
ajis02-1542	384	32	used	use	VERB
ajis02-1542	384	33	.	.	PUNCT
ajis02-1542	385	1	a	a	DET
ajis02-1542	385	2	substantial	substantial	ADJ
ajis02-1542	385	3	difference	difference	NOUN
ajis02-1542	385	4	exists	exist	VERB
ajis02-1542	385	5	between	between	ADP
ajis02-1542	385	6	the	the	DET
ajis02-1542	385	7	number	number	NOUN
ajis02-1542	385	8	of	of	ADP
ajis02-1542	385	9	nodes	node	NOUN
ajis02-1542	385	10	generated	generate	VERB
ajis02-1542	385	11	without	without	ADP
ajis02-1542	385	12	pruning	prune	VERB
ajis02-1542	385	13	when	when	SCONJ
ajis02-1542	385	14	compared	compare	VERB
ajis02-1542	385	15	to	to	ADP
ajis02-1542	385	16	robust	robust	ADJ
ajis02-1542	385	17	redundancy	redundancy	NOUN
ajis02-1542	385	18	.	.	PUNCT
ajis02-1542	386	1	this	this	PRON
ajis02-1542	386	2	implies	imply	VERB
ajis02-1542	386	3	the	the	DET
ajis02-1542	386	4	bounds	bound	NOUN
ajis02-1542	386	5	computed	compute	VERB
ajis02-1542	386	6	during	during	ADP
ajis02-1542	386	7	the	the	DET
ajis02-1542	386	8	search	search	NOUN
ajis02-1542	386	9	(	(	PUNCT
ajis02-1542	386	10	reported	report	VERB
ajis02-1542	386	11	in	in	ADP
ajis02-1542	386	12	table	table	NOUN
ajis02-1542	386	13	5	5	NUM
ajis02-1542	386	14	)	)	PUNCT
ajis02-1542	386	15	have	have	VERB
ajis02-1542	386	16	a	a	DET
ajis02-1542	386	17	notable	notable	ADJ
ajis02-1542	386	18	effect	effect	NOUN
ajis02-1542	386	19	on	on	ADP
ajis02-1542	386	20	the	the	DET
ajis02-1542	386	21	size	size	NOUN
ajis02-1542	386	22	of	of	ADP
ajis02-1542	386	23	the	the	DET
ajis02-1542	386	24	search	search	NOUN
ajis02-1542	386	25	space	space	NOUN
ajis02-1542	386	26	.	.	PUNCT
ajis02-1542	387	1	three	three	NUM
ajis02-1542	387	2	exceptions	exception	NOUN
ajis02-1542	387	3	occur	occur	VERB
ajis02-1542	387	4	with	with	ADP
ajis02-1542	387	5	the	the	DET
ajis02-1542	387	6	aspergillosis	aspergillosis	NOUN
ajis02-1542	387	7	,	,	PUNCT
ajis02-1542	387	8	t10i4d100k	t10i4d100k	NOUN
ajis02-1542	387	9	,	,	PUNCT
ajis02-1542	387	10	and	and	CCONJ
ajis02-1542	387	11	t40i10d100k	t40i10d100k	NUM
ajis02-1542	387	12	data	datum	NOUN
ajis02-1542	387	13	.	.	PUNCT
ajis02-1542	388	1	for	for	ADP
ajis02-1542	388	2	aspergillosis	aspergillosis	NOUN
ajis02-1542	388	3	and	and	CCONJ
ajis02-1542	388	4	t10i4d100k	t10i4d100k	NOUN
ajis02-1542	388	5	we	we	PRON
ajis02-1542	388	6	note	note	VERB
ajis02-1542	388	7	there	there	PRON
ajis02-1542	388	8	is	be	VERB
ajis02-1542	388	9	also	also	ADV
ajis02-1542	388	10	little	little	ADJ
ajis02-1542	388	11	difference	difference	NOUN
ajis02-1542	388	12	between	between	ADP
ajis02-1542	388	13	the	the	DET
ajis02-1542	388	14	number	number	NOUN
ajis02-1542	388	15	of	of	ADP
ajis02-1542	388	16	nodes	node	NOUN
ajis02-1542	388	17	generated	generate	VERB
ajis02-1542	388	18	using	use	VERB
ajis02-1542	388	19	robust	robust	ADJ
ajis02-1542	388	20	and	and	CCONJ
ajis02-1542	388	21	classical	classical	ADJ
ajis02-1542	388	22	redundancy	redundancy	NOUN
ajis02-1542	388	23	.	.	PUNCT
ajis02-1542	389	1	the	the	DET
ajis02-1542	389	2	implication	implication	NOUN
ajis02-1542	389	3	here	here	ADV
ajis02-1542	389	4	is	be	AUX
ajis02-1542	389	5	that	that	SCONJ
ajis02-1542	389	6	the	the	DET
ajis02-1542	389	7	australasian	australasian	ADJ
ajis02-1542	389	8	journal	journal	NOUN
ajis02-1542	389	9	of	of	ADP
ajis02-1542	389	10	information	information	NOUN
ajis02-1542	389	11	systems	system	NOUN
ajis02-1542	389	12	petersen	petersen	PROPN
ajis02-1542	389	13	,	,	PUNCT
ajis02-1542	389	14	poon	poon	NOUN
ajis02-1542	389	15	j	j	PROPN
ajis02-1542	389	16	,	,	PUNCT
ajis02-1542	389	17	poon	poon	NOUN
ajis02-1542	389	18	s	s	PROPN
ajis02-1542	389	19	&	&	CCONJ
ajis02-1542	389	20	loy	loy	PROPN
ajis02-1542	389	21	2017	2017	NUM
ajis02-1542	389	22	,	,	PUNCT
ajis02-1542	389	23	vol	vol	NOUN
ajis02-1542	389	24	21	21	NUM
ajis02-1542	389	25	,	,	PUNCT
ajis02-1542	389	26	selected	select	VERB
ajis02-1542	389	27	papers	paper	NOUN
ajis02-1542	389	28	from	from	ADP
ajis02-1542	389	29	ausdm	ausdm	NOUN
ajis02-1542	389	30	better	well	ADJ
ajis02-1542	389	31	rulesets	ruleset	NOUN
ajis02-1542	389	32	by	by	ADP
ajis02-1542	389	33	removing	remove	VERB
ajis02-1542	389	34	redundancy	redundancy	NOUN
ajis02-1542	389	35	19	19	NUM
ajis02-1542	389	36	majority	majority	NOUN
ajis02-1542	389	37	of	of	ADP
ajis02-1542	389	38	the	the	DET
ajis02-1542	389	39	pruning	pruning	NOUN
ajis02-1542	389	40	is	be	AUX
ajis02-1542	389	41	being	be	AUX
ajis02-1542	389	42	done	do	VERB
ajis02-1542	389	43	by	by	ADP
ajis02-1542	389	44	lapis	lapis	PROPN
ajis02-1542	389	45	philosophorum	philosophorum	PROPN
ajis02-1542	389	46	.	.	PUNCT
ajis02-1542	390	1	however	however	ADV
ajis02-1542	390	2	,	,	PUNCT
ajis02-1542	390	3	for	for	ADP
ajis02-1542	390	4	t40i10d100k	t40i10d100k	X
ajis02-1542	390	5	there	there	PRON
ajis02-1542	390	6	is	be	VERB
ajis02-1542	390	7	a	a	DET
ajis02-1542	390	8	substantial	substantial	ADJ
ajis02-1542	390	9	difference	difference	NOUN
ajis02-1542	390	10	in	in	ADP
ajis02-1542	390	11	performance	performance	NOUN
ajis02-1542	390	12	with	with	ADP
ajis02-1542	390	13	robust	robust	ADJ
ajis02-1542	390	14	and	and	CCONJ
ajis02-1542	390	15	classical	classical	ADJ
ajis02-1542	390	16	redundancy	redundancy	NOUN
ajis02-1542	390	17	.	.	PUNCT
ajis02-1542	391	1	figure	figure	VERB
ajis02-1542	391	2	5	5	NUM
ajis02-1542	391	3	reports	report	NOUN
ajis02-1542	391	4	the	the	DET
ajis02-1542	391	5	time	time	NOUN
ajis02-1542	391	6	for	for	ADP
ajis02-1542	391	7	all	all	DET
ajis02-1542	391	8	searches	search	NOUN
ajis02-1542	391	9	(	(	PUNCT
ajis02-1542	391	10	including	include	VERB
ajis02-1542	391	11	pruning	prune	VERB
ajis02-1542	391	12	in	in	ADP
ajis02-1542	391	13	algorithm	algorithm	NOUN
ajis02-1542	391	14	1	1	NUM
ajis02-1542	391	15	and	and	CCONJ
ajis02-1542	391	16	2	2	NUM
ajis02-1542	391	17	)	)	PUNCT
ajis02-1542	391	18	.	.	PUNCT
ajis02-1542	392	1	in	in	ADP
ajis02-1542	392	2	all	all	DET
ajis02-1542	392	3	cases	case	NOUN
ajis02-1542	392	4	the	the	DET
ajis02-1542	392	5	required	require	VERB
ajis02-1542	392	6	search	search	NOUN
ajis02-1542	392	7	time	time	NOUN
ajis02-1542	392	8	was	be	AUX
ajis02-1542	392	9	quite	quite	ADV
ajis02-1542	392	10	manageable	manageable	ADJ
ajis02-1542	392	11	.	.	PUNCT
ajis02-1542	393	1	even	even	ADV
ajis02-1542	393	2	for	for	ADP
ajis02-1542	393	3	t40i10d100k	t40i10d100k	NOUN
ajis02-1542	393	4	,	,	PUNCT
ajis02-1542	393	5	all	all	DET
ajis02-1542	393	6	searches	search	NOUN
ajis02-1542	393	7	completed	complete	VERB
ajis02-1542	393	8	in	in	ADP
ajis02-1542	393	9	less	less	ADJ
ajis02-1542	393	10	than	than	ADP
ajis02-1542	393	11	30	30	NUM
ajis02-1542	393	12	seconds	second	NOUN
ajis02-1542	393	13	(	(	PUNCT
ajis02-1542	393	14	all	all	DET
ajis02-1542	393	15	other	other	ADJ
ajis02-1542	393	16	data	datum	NOUN
ajis02-1542	393	17	completed	complete	VERB
ajis02-1542	393	18	much	much	ADV
ajis02-1542	393	19	quicker	quick	ADV
ajis02-1542	393	20	)	)	PUNCT
ajis02-1542	393	21	.	.	PUNCT
ajis02-1542	394	1	in	in	ADP
ajis02-1542	394	2	practice	practice	NOUN
ajis02-1542	394	3	memory	memory	NOUN
ajis02-1542	394	4	appears	appear	VERB
ajis02-1542	394	5	to	to	PART
ajis02-1542	394	6	become	become	VERB
ajis02-1542	394	7	an	an	DET
ajis02-1542	394	8	issue	issue	NOUN
ajis02-1542	394	9	long	long	ADV
ajis02-1542	394	10	before	before	ADP
ajis02-1542	394	11	time	time	NOUN
ajis02-1542	394	12	required	require	VERB
ajis02-1542	394	13	for	for	ADP
ajis02-1542	394	14	the	the	DET
ajis02-1542	394	15	search	search	NOUN
ajis02-1542	394	16	.	.	PUNCT
ajis02-1542	395	1	6	6	NUM
ajis02-1542	395	2	conclusion	conclusion	NOUN
ajis02-1542	395	3	this	this	DET
ajis02-1542	395	4	paper	paper	NOUN
ajis02-1542	395	5	considers	consider	VERB
ajis02-1542	395	6	the	the	DET
ajis02-1542	395	7	problem	problem	NOUN
ajis02-1542	395	8	of	of	ADP
ajis02-1542	395	9	identifying	identify	VERB
ajis02-1542	395	10	and	and	CCONJ
ajis02-1542	395	11	removing	remove	VERB
ajis02-1542	395	12	redundant	redundant	ADJ
ajis02-1542	395	13	associations	association	NOUN
ajis02-1542	395	14	in	in	ADP
ajis02-1542	395	15	association	association	NOUN
ajis02-1542	395	16	rule	rule	NOUN
ajis02-1542	395	17	mining	mining	NOUN
ajis02-1542	395	18	.	.	PUNCT
ajis02-1542	396	1	a	a	DET
ajis02-1542	396	2	new	new	ADJ
ajis02-1542	396	3	approach	approach	NOUN
ajis02-1542	396	4	for	for	ADP
ajis02-1542	396	5	identifying	identify	VERB
ajis02-1542	396	6	and	and	CCONJ
ajis02-1542	396	7	removing	remove	VERB
ajis02-1542	396	8	redundant	redundant	ADJ
ajis02-1542	396	9	rules	rule	NOUN
ajis02-1542	396	10	is	be	AUX
ajis02-1542	396	11	presented	present	VERB
ajis02-1542	396	12	,	,	PUNCT
ajis02-1542	396	13	which	which	PRON
ajis02-1542	396	14	we	we	PRON
ajis02-1542	396	15	call	call	VERB
ajis02-1542	396	16	robust	robust	ADJ
ajis02-1542	396	17	redundancy	redundancy	NOUN
ajis02-1542	396	18	.	.	PUNCT
ajis02-1542	397	1	prior	prior	ADJ
ajis02-1542	397	2	work	work	NOUN
ajis02-1542	397	3	compared	compare	VERB
ajis02-1542	397	4	rules	rule	NOUN
ajis02-1542	397	5	based	base	VERB
ajis02-1542	397	6	only	only	ADV
ajis02-1542	397	7	with	with	ADP
ajis02-1542	397	8	their	their	PRON
ajis02-1542	397	9	respective	respective	ADJ
ajis02-1542	397	10	contingency	contingency	NOUN
ajis02-1542	397	11	tables	table	NOUN
ajis02-1542	397	12	.	.	PUNCT
ajis02-1542	398	1	such	such	DET
ajis02-1542	398	2	a	a	DET
ajis02-1542	398	3	comparison	comparison	NOUN
ajis02-1542	398	4	fails	fail	VERB
ajis02-1542	398	5	to	to	PART
ajis02-1542	398	6	consider	consider	VERB
ajis02-1542	398	7	information	information	NOUN
ajis02-1542	398	8	included	include	VERB
ajis02-1542	398	9	in	in	ADP
ajis02-1542	398	10	instances	instance	NOUN
ajis02-1542	398	11	containing	contain	VERB
ajis02-1542	398	12	only	only	ADV
ajis02-1542	398	13	part	part	NOUN
ajis02-1542	398	14	of	of	ADP
ajis02-1542	398	15	the	the	DET
ajis02-1542	398	16	antecedent	antecedent	NOUN
ajis02-1542	398	17	.	.	PUNCT
ajis02-1542	399	1	robust	robust	ADJ
ajis02-1542	399	2	redundancy	redundancy	NOUN
ajis02-1542	399	3	is	be	AUX
ajis02-1542	399	4	able	able	ADJ
ajis02-1542	399	5	to	to	PART
ajis02-1542	399	6	use	use	VERB
ajis02-1542	399	7	this	this	DET
ajis02-1542	399	8	information	information	NOUN
ajis02-1542	399	9	to	to	PART
ajis02-1542	399	10	discover	discover	VERB
ajis02-1542	399	11	interesting	interesting	ADJ
ajis02-1542	399	12	specialisations	specialisation	NOUN
ajis02-1542	399	13	that	that	PRON
ajis02-1542	399	14	would	would	AUX
ajis02-1542	399	15	be	be	AUX
ajis02-1542	399	16	incorrectly	incorrectly	ADV
ajis02-1542	399	17	removed	remove	VERB
ajis02-1542	399	18	with	with	ADP
ajis02-1542	399	19	a	a	DET
ajis02-1542	399	20	classical	classical	ADJ
ajis02-1542	399	21	approach	approach	NOUN
ajis02-1542	399	22	.	.	PUNCT
ajis02-1542	400	1	we	we	PRON
ajis02-1542	400	2	also	also	ADV
ajis02-1542	400	3	remove	remove	VERB
ajis02-1542	400	4	rules	rule	NOUN
ajis02-1542	400	5	which	which	PRON
ajis02-1542	400	6	are	be	AUX
ajis02-1542	400	7	redundant	redundant	ADJ
ajis02-1542	400	8	artefacts	artefact	NOUN
ajis02-1542	400	9	of	of	ADP
ajis02-1542	400	10	their	their	PRON
ajis02-1542	400	11	non	non	ADJ
ajis02-1542	400	12	-	-	ADJ
ajis02-1542	400	13	redundant	redundant	ADJ
ajis02-1542	400	14	specialisations	specialisation	NOUN
ajis02-1542	400	15	.	.	PUNCT
ajis02-1542	401	1	unlike	unlike	ADP
ajis02-1542	401	2	previous	previous	ADJ
ajis02-1542	401	3	work	work	NOUN
ajis02-1542	401	4	(	(	PUNCT
ajis02-1542	401	5	liu	liu	PROPN
ajis02-1542	401	6	,	,	PUNCT
ajis02-1542	401	7	hsu	hsu	PROPN
ajis02-1542	401	8	et	et	PROPN
ajis02-1542	401	9	al	al	PROPN
ajis02-1542	401	10	.	.	PROPN
ajis02-1542	401	11	2001	2001	NUM
ajis02-1542	401	12	,	,	PUNCT
ajis02-1542	401	13	webb	webb	PROPN
ajis02-1542	401	14	2010	2010	NUM
ajis02-1542	401	15	)	)	PUNCT
ajis02-1542	401	16	that	that	PRON
ajis02-1542	401	17	evaluate	evaluate	VERB
ajis02-1542	401	18	generalisations	generalisation	NOUN
ajis02-1542	401	19	based	base	VERB
ajis02-1542	401	20	on	on	ADP
ajis02-1542	401	21	their	their	PRON
ajis02-1542	401	22	exclusive	exclusive	ADJ
ajis02-1542	401	23	domain	domain	NOUN
ajis02-1542	401	24	with	with	ADP
ajis02-1542	401	25	respect	respect	NOUN
ajis02-1542	401	26	to	to	ADP
ajis02-1542	401	27	the	the	DET
ajis02-1542	401	28	set	set	NOUN
ajis02-1542	401	29	of	of	ADP
ajis02-1542	401	30	all	all	DET
ajis02-1542	401	31	specialisations	specialisation	NOUN
ajis02-1542	401	32	,	,	PUNCT
ajis02-1542	401	33	we	we	PRON
ajis02-1542	401	34	base	base	VERB
ajis02-1542	401	35	our	our	PRON
ajis02-1542	401	36	method	method	NOUN
ajis02-1542	401	37	on	on	ADP
ajis02-1542	401	38	comparisons	comparison	NOUN
ajis02-1542	401	39	to	to	ADP
ajis02-1542	401	40	individual	individual	ADJ
ajis02-1542	401	41	rules	rule	NOUN
ajis02-1542	401	42	.	.	PUNCT
ajis02-1542	402	1	we	we	PRON
ajis02-1542	402	2	also	also	ADV
ajis02-1542	402	3	present	present	VERB
ajis02-1542	402	4	the	the	DET
ajis02-1542	402	5	first	first	ADJ
ajis02-1542	402	6	work	work	NOUN
ajis02-1542	402	7	using	use	VERB
ajis02-1542	402	8	both	both	CCONJ
ajis02-1542	402	9	specialisation	specialisation	NOUN
ajis02-1542	402	10	and	and	CCONJ
ajis02-1542	402	11	generalisation	generalisation	NOUN
ajis02-1542	402	12	redundancy	redundancy	NOUN
ajis02-1542	402	13	in	in	ADP
ajis02-1542	402	14	a	a	DET
ajis02-1542	402	15	rule	rule	NOUN
ajis02-1542	402	16	based	base	VERB
ajis02-1542	402	17	context	context	NOUN
ajis02-1542	402	18	(	(	PUNCT
ajis02-1542	402	19	as	as	SCONJ
ajis02-1542	402	20	opposed	oppose	VERB
ajis02-1542	402	21	to	to	ADP
ajis02-1542	402	22	the	the	DET
ajis02-1542	402	23	work	work	NOUN
ajis02-1542	402	24	of	of	ADP
ajis02-1542	402	25	webb	webb	PROPN
ajis02-1542	402	26	(	(	PUNCT
ajis02-1542	402	27	webb	webb	PROPN
ajis02-1542	402	28	2010	2010	NUM
ajis02-1542	402	29	)	)	PUNCT
ajis02-1542	402	30	with	with	ADP
ajis02-1542	402	31	itemsets	itemset	NOUN
ajis02-1542	402	32	)	)	PUNCT
ajis02-1542	402	33	.	.	PUNCT
ajis02-1542	403	1	we	we	PRON
ajis02-1542	403	2	demonstrate	demonstrate	VERB
ajis02-1542	403	3	several	several	ADJ
ajis02-1542	403	4	situations	situation	NOUN
ajis02-1542	403	5	in	in	ADP
ajis02-1542	403	6	which	which	PRON
ajis02-1542	403	7	classical	classical	ADJ
ajis02-1542	403	8	redundancy	redundancy	NOUN
ajis02-1542	403	9	based	base	VERB
ajis02-1542	403	10	approaches	approach	NOUN
ajis02-1542	403	11	can	can	AUX
ajis02-1542	403	12	be	be	AUX
ajis02-1542	403	13	confounded	confound	VERB
ajis02-1542	403	14	by	by	ADP
ajis02-1542	403	15	interactions	interaction	NOUN
ajis02-1542	403	16	between	between	ADP
ajis02-1542	403	17	variables	variable	NOUN
ajis02-1542	403	18	,	,	PUNCT
ajis02-1542	403	19	and	and	CCONJ
ajis02-1542	403	20	show	show	VERB
ajis02-1542	403	21	that	that	SCONJ
ajis02-1542	403	22	the	the	DET
ajis02-1542	403	23	proposed	propose	VERB
ajis02-1542	403	24	approach	approach	NOUN
ajis02-1542	403	25	is	be	AUX
ajis02-1542	403	26	able	able	ADJ
ajis02-1542	403	27	to	to	PART
ajis02-1542	403	28	more	more	ADV
ajis02-1542	403	29	accurately	accurately	ADV
ajis02-1542	403	30	identify	identify	VERB
ajis02-1542	403	31	the	the	DET
ajis02-1542	403	32	correct	correct	ADJ
ajis02-1542	403	33	underlying	underlie	VERB
ajis02-1542	403	34	relationships	relationship	NOUN
ajis02-1542	403	35	in	in	ADP
ajis02-1542	403	36	these	these	DET
ajis02-1542	403	37	situations	situation	NOUN
ajis02-1542	403	38	.	.	PUNCT
ajis02-1542	404	1	experimental	experimental	ADJ
ajis02-1542	404	2	analysis	analysis	NOUN
ajis02-1542	404	3	with	with	ADP
ajis02-1542	404	4	multiple	multiple	ADJ
ajis02-1542	404	5	real	real	ADJ
ajis02-1542	404	6	and	and	CCONJ
ajis02-1542	404	7	artificial	artificial	ADJ
ajis02-1542	404	8	data	datum	NOUN
ajis02-1542	404	9	demonstrates	demonstrate	VERB
ajis02-1542	404	10	that	that	PRON
ajis02-1542	404	11	robust	robust	ADJ
ajis02-1542	404	12	redundancy	redundancy	NOUN
ajis02-1542	404	13	often	often	ADV
ajis02-1542	404	14	produces	produce	VERB
ajis02-1542	404	15	smaller	small	ADJ
ajis02-1542	404	16	overall	overall	ADJ
ajis02-1542	404	17	rule	rule	NOUN
ajis02-1542	404	18	sets	set	NOUN
ajis02-1542	404	19	compared	compare	VERB
ajis02-1542	404	20	to	to	ADP
ajis02-1542	404	21	classical	classical	ADJ
ajis02-1542	404	22	redundancy	redundancy	NOUN
ajis02-1542	404	23	.	.	PUNCT
ajis02-1542	405	1	these	these	DET
ajis02-1542	405	2	rule	rule	NOUN
ajis02-1542	405	3	sets	set	NOUN
ajis02-1542	405	4	hold	hold	VERB
ajis02-1542	405	5	as	as	ADV
ajis02-1542	405	6	well	well	ADV
ajis02-1542	405	7	or	or	CCONJ
ajis02-1542	405	8	better	well	ADJ
ajis02-1542	405	9	in	in	ADP
ajis02-1542	405	10	future	future	ADJ
ajis02-1542	405	11	data	datum	NOUN
ajis02-1542	405	12	than	than	ADP
ajis02-1542	405	13	those	those	PRON
ajis02-1542	405	14	generated	generate	VERB
ajis02-1542	405	15	using	use	VERB
ajis02-1542	405	16	classical	classical	ADJ
ajis02-1542	405	17	redundancy	redundancy	NOUN
ajis02-1542	405	18	.	.	PUNCT
ajis02-1542	406	1	a	a	DET
ajis02-1542	406	2	limitation	limitation	NOUN
ajis02-1542	406	3	of	of	ADP
ajis02-1542	406	4	our	our	PRON
ajis02-1542	406	5	work	work	NOUN
ajis02-1542	406	6	is	be	AUX
ajis02-1542	406	7	the	the	DET
ajis02-1542	406	8	increased	increased	ADJ
ajis02-1542	406	9	time	time	NOUN
ajis02-1542	406	10	and	and	CCONJ
ajis02-1542	406	11	space	space	NOUN
ajis02-1542	406	12	requirements	requirement	NOUN
ajis02-1542	406	13	of	of	ADP
ajis02-1542	406	14	the	the	DET
ajis02-1542	406	15	rule	rule	NOUN
ajis02-1542	406	16	generation	generation	NOUN
ajis02-1542	406	17	compared	compare	VERB
ajis02-1542	406	18	to	to	ADP
ajis02-1542	406	19	classical	classical	ADJ
ajis02-1542	406	20	approaches	approach	NOUN
ajis02-1542	406	21	.	.	PUNCT
ajis02-1542	407	1	we	we	PRON
ajis02-1542	407	2	generate	generate	VERB
ajis02-1542	407	3	rules	rule	NOUN
ajis02-1542	407	4	using	use	VERB
ajis02-1542	407	5	a	a	DET
ajis02-1542	407	6	modification	modification	NOUN
ajis02-1542	407	7	of	of	ADP
ajis02-1542	407	8	the	the	DET
ajis02-1542	407	9	kingfisher	kingfisher	NOUN
ajis02-1542	407	10	algorithm	algorithm	NOUN
ajis02-1542	407	11	with	with	ADP
ajis02-1542	407	12	less	less	ADV
ajis02-1542	407	13	aggressive	aggressive	ADJ
ajis02-1542	407	14	pruning	pruning	NOUN
ajis02-1542	407	15	;	;	PUNCT
ajis02-1542	407	16	although	although	SCONJ
ajis02-1542	407	17	the	the	DET
ajis02-1542	407	18	worst	bad	ADJ
ajis02-1542	407	19	case	case	NOUN
ajis02-1542	407	20	complexity	complexity	NOUN
ajis02-1542	407	21	does	do	AUX
ajis02-1542	407	22	not	not	PART
ajis02-1542	407	23	change	change	VERB
ajis02-1542	407	24	,	,	PUNCT
ajis02-1542	407	25	in	in	ADP
ajis02-1542	407	26	practice	practice	NOUN
ajis02-1542	407	27	the	the	DET
ajis02-1542	407	28	time	time	NOUN
ajis02-1542	407	29	requirements	requirement	NOUN
ajis02-1542	407	30	can	can	AUX
ajis02-1542	407	31	increase	increase	VERB
ajis02-1542	407	32	substantially	substantially	ADV
ajis02-1542	407	33	.	.	PUNCT
ajis02-1542	408	1	however	however	ADV
ajis02-1542	408	2	,	,	PUNCT
ajis02-1542	408	3	as	as	SCONJ
ajis02-1542	408	4	noted	note	VERB
ajis02-1542	408	5	in	in	ADP
ajis02-1542	408	6	section	section	NOUN
ajis02-1542	408	7	5	5	NUM
ajis02-1542	408	8	performance	performance	NOUN
ajis02-1542	408	9	on	on	ADP
ajis02-1542	408	10	experimental	experimental	ADJ
ajis02-1542	408	11	data	datum	NOUN
ajis02-1542	408	12	was	be	AUX
ajis02-1542	408	13	still	still	ADV
ajis02-1542	408	14	good	good	ADJ
ajis02-1542	408	15	enough	enough	ADV
ajis02-1542	408	16	to	to	PART
ajis02-1542	408	17	run	run	VERB
ajis02-1542	408	18	in	in	ADP
ajis02-1542	408	19	reasonable	reasonable	ADJ
ajis02-1542	408	20	time	time	NOUN
ajis02-1542	408	21	on	on	ADP
ajis02-1542	408	22	standard	standard	ADJ
ajis02-1542	408	23	hardware	hardware	NOUN
ajis02-1542	408	24	.	.	PUNCT
ajis02-1542	409	1	alternate	alternate	ADJ
ajis02-1542	409	2	search	search	NOUN
ajis02-1542	409	3	algorithms	algorithm	NOUN
ajis02-1542	409	4	and	and	CCONJ
ajis02-1542	409	5	pruning	prune	VERB
ajis02-1542	409	6	approaches	approach	NOUN
ajis02-1542	409	7	to	to	PART
ajis02-1542	409	8	improve	improve	VERB
ajis02-1542	409	9	performance	performance	NOUN
ajis02-1542	409	10	in	in	ADP
ajis02-1542	409	11	this	this	DET
ajis02-1542	409	12	area	area	NOUN
ajis02-1542	409	13	are	be	AUX
ajis02-1542	409	14	an	an	DET
ajis02-1542	409	15	interesting	interesting	ADJ
ajis02-1542	409	16	line	line	NOUN
ajis02-1542	409	17	of	of	ADP
ajis02-1542	409	18	enquiry	enquiry	NOUN
ajis02-1542	409	19	for	for	ADP
ajis02-1542	409	20	future	future	ADJ
ajis02-1542	409	21	work	work	NOUN
ajis02-1542	409	22	.	.	PUNCT
ajis02-1542	410	1	references	reference	NOUN
ajis02-1542	410	2	aggarwal	aggarwal	PROPN
ajis02-1542	410	3	,	,	PUNCT
ajis02-1542	410	4	c.	c.	PROPN
ajis02-1542	410	5	c.	c.	PROPN
ajis02-1542	410	6	and	and	CCONJ
ajis02-1542	410	7	p.	p.	PROPN
ajis02-1542	410	8	s.	s.	PROPN
ajis02-1542	410	9	yu	yu	PROPN
ajis02-1542	410	10	(	(	PUNCT
ajis02-1542	410	11	2001	2001	NUM
ajis02-1542	410	12	)	)	PUNCT
ajis02-1542	410	13	.	.	PUNCT
ajis02-1542	411	1	"	"	PUNCT
ajis02-1542	411	2	a	a	DET
ajis02-1542	411	3	new	new	ADJ
ajis02-1542	411	4	approach	approach	NOUN
ajis02-1542	411	5	to	to	ADP
ajis02-1542	411	6	online	online	ADJ
ajis02-1542	411	7	generation	generation	NOUN
ajis02-1542	411	8	of	of	ADP
ajis02-1542	411	9	association	association	NOUN
ajis02-1542	411	10	rules	rule	NOUN
ajis02-1542	411	11	.	.	PUNCT
ajis02-1542	411	12	"	"	PUNCT
ajis02-1542	412	1	ieee	ieee	PROPN
ajis02-1542	412	2	trans	trans	PROPN
ajis02-1542	412	3	.	.	PUNCT
ajis02-1542	413	1	on	on	ADP
ajis02-1542	413	2	knowl	knowl	NOUN
ajis02-1542	413	3	.	.	PUNCT
ajis02-1542	414	1	and	and	CCONJ
ajis02-1542	414	2	data	data	PROPN
ajis02-1542	414	3	eng	eng	PROPN
ajis02-1542	414	4	.	.	PROPN
ajis02-1542	415	1	13(4	13(4	NUM
ajis02-1542	415	2	):	):	PUNCT
ajis02-1542	415	3	527	527	NUM
ajis02-1542	415	4	-	-	SYM
ajis02-1542	415	5	540	540	NUM
ajis02-1542	415	6	.	.	PUNCT
ajis02-1542	416	1	agrawal	agrawal	PROPN
ajis02-1542	416	2	,	,	PUNCT
ajis02-1542	416	3	r.	r.	PROPN
ajis02-1542	416	4	,	,	PUNCT
ajis02-1542	416	5	t.	t.	PROPN
ajis02-1542	416	6	imieli	imieli	PROPN
ajis02-1542	416	7	,	,	PUNCT
ajis02-1542	416	8	#	#	SYM
ajis02-1542	416	9	324	324	NUM
ajis02-1542	416	10	,	,	PUNCT
ajis02-1542	416	11	ski	ski	NOUN
ajis02-1542	416	12	and	and	CCONJ
ajis02-1542	416	13	a.	a.	NOUN
ajis02-1542	416	14	swami	swami	PROPN
ajis02-1542	416	15	(	(	PUNCT
ajis02-1542	416	16	1993	1993	NUM
ajis02-1542	416	17	)	)	PUNCT
ajis02-1542	416	18	.	.	PUNCT
ajis02-1542	417	1	"	"	PUNCT
ajis02-1542	417	2	mining	mining	NOUN
ajis02-1542	417	3	association	association	NOUN
ajis02-1542	417	4	rules	rule	NOUN
ajis02-1542	417	5	between	between	ADP
ajis02-1542	417	6	sets	set	NOUN
ajis02-1542	417	7	of	of	ADP
ajis02-1542	417	8	items	item	NOUN
ajis02-1542	417	9	in	in	ADP
ajis02-1542	417	10	large	large	ADJ
ajis02-1542	417	11	databases	database	NOUN
ajis02-1542	417	12	.	.	PUNCT
ajis02-1542	417	13	"	"	PUNCT
ajis02-1542	418	1	sigmod	sigmod	PROPN
ajis02-1542	418	2	rec	rec	PROPN
ajis02-1542	418	3	.	.	PUNCT
ajis02-1542	419	1	22(2	22(2	NUM
ajis02-1542	419	2	):	):	PUNCT
ajis02-1542	419	3	207	207	NUM
ajis02-1542	419	4	-	-	SYM
ajis02-1542	419	5	216	216	NUM
ajis02-1542	419	6	.	.	PUNCT
ajis02-1542	420	1	ashrafi	ashrafi	PROPN
ajis02-1542	420	2	,	,	PUNCT
ajis02-1542	420	3	m.	m.	PROPN
ajis02-1542	420	4	z.	z.	PROPN
ajis02-1542	420	5	,	,	PUNCT
ajis02-1542	420	6	d.	d.	PROPN
ajis02-1542	420	7	taniar	taniar	PROPN
ajis02-1542	420	8	and	and	CCONJ
ajis02-1542	420	9	k.	k.	PROPN
ajis02-1542	420	10	smith	smith	PROPN
ajis02-1542	420	11	(	(	PUNCT
ajis02-1542	420	12	2004	2004	NUM
ajis02-1542	420	13	)	)	PUNCT
ajis02-1542	420	14	.	.	PUNCT
ajis02-1542	421	1	a	a	DET
ajis02-1542	421	2	new	new	ADJ
ajis02-1542	421	3	approach	approach	NOUN
ajis02-1542	421	4	of	of	ADP
ajis02-1542	421	5	eliminating	eliminate	VERB
ajis02-1542	421	6	redundant	redundant	ADJ
ajis02-1542	421	7	association	association	NOUN
ajis02-1542	421	8	rules	rule	NOUN
ajis02-1542	421	9	.	.	PUNCT
ajis02-1542	422	1	database	database	NOUN
ajis02-1542	422	2	and	and	CCONJ
ajis02-1542	422	3	expert	expert	NOUN
ajis02-1542	422	4	systems	system	NOUN
ajis02-1542	422	5	applications	application	NOUN
ajis02-1542	422	6	:	:	PUNCT
ajis02-1542	422	7	15th	15th	ADJ
ajis02-1542	422	8	international	international	ADJ
ajis02-1542	422	9	conference	conference	NOUN
ajis02-1542	422	10	,	,	PUNCT
ajis02-1542	422	11	dexa	dexa	NOUN
ajis02-1542	422	12	2004	2004	NUM
ajis02-1542	422	13	,	,	PUNCT
ajis02-1542	422	14	zaragoza	zaragoza	PROPN
ajis02-1542	422	15	,	,	PUNCT
ajis02-1542	422	16	spain	spain	PROPN
ajis02-1542	422	17	,	,	PUNCT
ajis02-1542	422	18	august	august	PROPN
ajis02-1542	422	19	30	30	NUM
ajis02-1542	422	20	-	-	SYM
ajis02-1542	422	21	september	september	PROPN
ajis02-1542	422	22	3	3	NUM
ajis02-1542	422	23	,	,	PUNCT
ajis02-1542	422	24	2004	2004	NUM
ajis02-1542	422	25	.	.	PUNCT
ajis02-1542	423	1	proceedings	proceeding	NOUN
ajis02-1542	423	2	.	.	PUNCT
ajis02-1542	424	1	f.	f.	PROPN
ajis02-1542	424	2	galindo	galindo	PROPN
ajis02-1542	424	3	,	,	PUNCT
ajis02-1542	424	4	m.	m.	NOUN
ajis02-1542	424	5	takizawa	takizawa	PROPN
ajis02-1542	424	6	and	and	CCONJ
ajis02-1542	424	7	r.	r.	PROPN
ajis02-1542	424	8	traunmüller	traunmüller	PROPN
ajis02-1542	424	9	.	.	PUNCT
ajis02-1542	425	1	berlin	berlin	PROPN
ajis02-1542	425	2	,	,	PUNCT
ajis02-1542	425	3	heidelberg	heidelberg	PROPN
ajis02-1542	425	4	,	,	PUNCT
ajis02-1542	425	5	springer	springer	NOUN
ajis02-1542	425	6	berlin	berlin	PROPN
ajis02-1542	425	7	heidelberg	heidelberg	PROPN
ajis02-1542	425	8	:	:	PUNCT
ajis02-1542	425	9	465	465	NUM
ajis02-1542	425	10	-	-	SYM
ajis02-1542	425	11	474	474	NUM
ajis02-1542	425	12	.	.	PUNCT
ajis02-1542	426	1	brin	brin	PROPN
ajis02-1542	426	2	,	,	PUNCT
ajis02-1542	426	3	s.	s.	PROPN
ajis02-1542	426	4	,	,	PUNCT
ajis02-1542	426	5	r.	r.	PROPN
ajis02-1542	426	6	motwani	motwani	PROPN
ajis02-1542	426	7	,	,	PUNCT
ajis02-1542	426	8	j.	j.	PROPN
ajis02-1542	426	9	d.	d.	PROPN
ajis02-1542	426	10	ullman	ullman	PROPN
ajis02-1542	426	11	and	and	CCONJ
ajis02-1542	426	12	s.	s.	PROPN
ajis02-1542	426	13	tsur	tsur	PROPN
ajis02-1542	426	14	(	(	PUNCT
ajis02-1542	426	15	1997	1997	NUM
ajis02-1542	426	16	)	)	PUNCT
ajis02-1542	426	17	.	.	PUNCT
ajis02-1542	427	1	"	"	PUNCT
ajis02-1542	427	2	dynamic	dynamic	ADJ
ajis02-1542	427	3	itemset	itemset	NOUN
ajis02-1542	427	4	counting	counting	NOUN
ajis02-1542	427	5	and	and	CCONJ
ajis02-1542	427	6	implication	implication	NOUN
ajis02-1542	427	7	rules	rule	NOUN
ajis02-1542	427	8	for	for	ADP
ajis02-1542	427	9	market	market	NOUN
ajis02-1542	427	10	basket	basket	NOUN
ajis02-1542	427	11	data	datum	NOUN
ajis02-1542	427	12	.	.	PUNCT
ajis02-1542	427	13	"	"	PUNCT
ajis02-1542	428	1	sigmod	sigmod	PROPN
ajis02-1542	428	2	rec	rec	X
ajis02-1542	428	3	.	.	PROPN
ajis02-1542	428	4	26(2	26(2	NUM
ajis02-1542	428	5	):	):	PUNCT
ajis02-1542	428	6	255	255	NUM
ajis02-1542	428	7	-	-	SYM
ajis02-1542	428	8	264	264	NUM
ajis02-1542	428	9	.	.	PUNCT
ajis02-1542	429	1	hämäläinen	hämäläinen	NOUN
ajis02-1542	429	2	,	,	PUNCT
ajis02-1542	429	3	w.	w.	NOUN
ajis02-1542	429	4	(	(	PUNCT
ajis02-1542	429	5	2010	2010	NUM
ajis02-1542	429	6	)	)	PUNCT
ajis02-1542	429	7	.	.	PUNCT
ajis02-1542	430	1	efficient	efficient	ADJ
ajis02-1542	430	2	discovery	discovery	NOUN
ajis02-1542	430	3	of	of	ADP
ajis02-1542	430	4	the	the	DET
ajis02-1542	430	5	top	top	ADJ
ajis02-1542	430	6	-	-	PUNCT
ajis02-1542	430	7	k	k	NOUN
ajis02-1542	430	8	optimal	optimal	ADJ
ajis02-1542	430	9	dependency	dependency	NOUN
ajis02-1542	430	10	rules	rule	NOUN
ajis02-1542	430	11	with	with	ADP
ajis02-1542	430	12	fisher	fisher	PROPN
ajis02-1542	430	13	's	's	PART
ajis02-1542	430	14	exact	exact	ADJ
ajis02-1542	430	15	test	test	NOUN
ajis02-1542	430	16	of	of	ADP
ajis02-1542	430	17	significance	significance	NOUN
ajis02-1542	430	18	.	.	PUNCT
ajis02-1542	431	1	proceedings	proceeding	NOUN
ajis02-1542	431	2	of	of	ADP
ajis02-1542	431	3	the	the	DET
ajis02-1542	431	4	2010	2010	NUM
ajis02-1542	431	5	ieee	ieee	NOUN
ajis02-1542	431	6	international	international	ADJ
ajis02-1542	431	7	conference	conference	NOUN
ajis02-1542	431	8	on	on	ADP
ajis02-1542	431	9	data	datum	NOUN
ajis02-1542	431	10	mining	mining	NOUN
ajis02-1542	431	11	,	,	PUNCT
ajis02-1542	431	12	ieee	ieee	NOUN
ajis02-1542	431	13	computer	computer	NOUN
ajis02-1542	431	14	society	society	NOUN
ajis02-1542	431	15	:	:	PUNCT
ajis02-1542	431	16	196	196	NUM
ajis02-1542	431	17	-	-	SYM
ajis02-1542	431	18	205	205	NUM
ajis02-1542	431	19	.	.	PUNCT
ajis02-1542	432	1	australasian	australasian	ADJ
ajis02-1542	432	2	journal	journal	NOUN
ajis02-1542	432	3	of	of	ADP
ajis02-1542	432	4	information	information	NOUN
ajis02-1542	432	5	systems	system	NOUN
ajis02-1542	432	6	petersen	petersen	PROPN
ajis02-1542	432	7	,	,	PUNCT
ajis02-1542	432	8	poon	poon	NOUN
ajis02-1542	432	9	j	j	PROPN
ajis02-1542	432	10	,	,	PUNCT
ajis02-1542	432	11	poon	poon	NOUN
ajis02-1542	432	12	s	s	PROPN
ajis02-1542	432	13	&	&	CCONJ
ajis02-1542	432	14	loy	loy	PROPN
ajis02-1542	432	15	2017	2017	NUM
ajis02-1542	432	16	,	,	PUNCT
ajis02-1542	432	17	vol	vol	NOUN
ajis02-1542	432	18	21	21	NUM
ajis02-1542	432	19	,	,	PUNCT
ajis02-1542	432	20	selected	select	VERB
ajis02-1542	432	21	papers	paper	NOUN
ajis02-1542	432	22	from	from	ADP
ajis02-1542	432	23	ausdm	ausdm	NOUN
ajis02-1542	432	24	better	well	ADJ
ajis02-1542	432	25	rulesets	ruleset	NOUN
ajis02-1542	432	26	by	by	ADP
ajis02-1542	432	27	removing	remove	VERB
ajis02-1542	432	28	redundancy	redundancy	NOUN
ajis02-1542	432	29	20	20	NUM
ajis02-1542	432	30	hämäläinen	hämäläinen	NOUN
ajis02-1542	432	31	,	,	PUNCT
ajis02-1542	432	32	w.	w.	NOUN
ajis02-1542	432	33	(	(	PUNCT
ajis02-1542	432	34	2012	2012	NUM
ajis02-1542	432	35	)	)	PUNCT
ajis02-1542	432	36	.	.	PUNCT
ajis02-1542	433	1	"	"	PUNCT
ajis02-1542	433	2	kingfisher	kingfisher	NOUN
ajis02-1542	433	3	:	:	PUNCT
ajis02-1542	433	4	an	an	DET
ajis02-1542	433	5	efficient	efficient	ADJ
ajis02-1542	433	6	algorithm	algorithm	NOUN
ajis02-1542	433	7	for	for	ADP
ajis02-1542	433	8	searching	search	VERB
ajis02-1542	433	9	for	for	ADP
ajis02-1542	433	10	both	both	CCONJ
ajis02-1542	433	11	positive	positive	ADJ
ajis02-1542	433	12	and	and	CCONJ
ajis02-1542	433	13	negative	negative	ADJ
ajis02-1542	433	14	dependency	dependency	NOUN
ajis02-1542	433	15	rules	rule	NOUN
ajis02-1542	433	16	with	with	ADP
ajis02-1542	433	17	statistical	statistical	ADJ
ajis02-1542	433	18	significance	significance	NOUN
ajis02-1542	433	19	measures	measure	NOUN
ajis02-1542	433	20	.	.	PUNCT
ajis02-1542	433	21	"	"	PUNCT
ajis02-1542	434	1	knowledge	knowledge	NOUN
ajis02-1542	434	2	and	and	CCONJ
ajis02-1542	434	3	information	information	NOUN
ajis02-1542	434	4	systems	system	NOUN
ajis02-1542	434	5	32(2	32(2	NUM
ajis02-1542	434	6	):	):	PUNCT
ajis02-1542	434	7	383	383	NUM
ajis02-1542	434	8	-	-	SYM
ajis02-1542	434	9	414	414	NUM
ajis02-1542	434	10	.	.	PUNCT
ajis02-1542	435	1	leeflang	leeflang	PROPN
ajis02-1542	435	2	,	,	PUNCT
ajis02-1542	435	3	m.	m.	NOUN
ajis02-1542	435	4	,	,	PUNCT
ajis02-1542	435	5	j.	j.	PROPN
ajis02-1542	435	6	j.	j.	PROPN
ajis02-1542	435	7	deeks	deeks	PROPN
ajis02-1542	435	8	,	,	PUNCT
ajis02-1542	435	9	c.	c.	PROPN
ajis02-1542	435	10	gatsonis	gatsonis	PROPN
ajis02-1542	435	11	and	and	CCONJ
ajis02-1542	435	12	p.	p.	NOUN
ajis02-1542	435	13	m.	m.	NOUN
ajis02-1542	435	14	m.	m.	NOUN
ajis02-1542	435	15	bossuyt	bossuyt	PROPN
ajis02-1542	435	16	(	(	PUNCT
ajis02-1542	435	17	2008	2008	NUM
ajis02-1542	435	18	)	)	PUNCT
ajis02-1542	435	19	.	.	PUNCT
ajis02-1542	436	1	"	"	PUNCT
ajis02-1542	436	2	systematic	systematic	ADJ
ajis02-1542	436	3	reviews	review	NOUN
ajis02-1542	436	4	of	of	ADP
ajis02-1542	436	5	diagnostic	diagnostic	ADJ
ajis02-1542	436	6	test	test	NOUN
ajis02-1542	436	7	accuracy	accuracy	NOUN
ajis02-1542	436	8	.	.	PUNCT
ajis02-1542	436	9	"	"	PUNCT
ajis02-1542	437	1	annals	annal	NOUN
ajis02-1542	437	2	of	of	ADP
ajis02-1542	437	3	internal	internal	ADJ
ajis02-1542	437	4	medicine	medicine	NOUN
ajis02-1542	437	5	149(12	149(12	NUM
ajis02-1542	437	6	):	):	PUNCT
ajis02-1542	437	7	889	889	NUM
ajis02-1542	437	8	-	-	SYM
ajis02-1542	437	9	897	897	NUM
ajis02-1542	437	10	.	.	PUNCT
ajis02-1542	438	1	li	li	PROPN
ajis02-1542	438	2	,	,	PUNCT
ajis02-1542	438	3	j.	j.	PROPN
ajis02-1542	438	4	and	and	CCONJ
ajis02-1542	438	5	o.	o.	PROPN
ajis02-1542	438	6	zaiane	zaiane	PROPN
ajis02-1542	438	7	(	(	PUNCT
ajis02-1542	438	8	2015	2015	NUM
ajis02-1542	438	9	)	)	PUNCT
ajis02-1542	438	10	.	.	PUNCT
ajis02-1542	439	1	associative	associative	ADJ
ajis02-1542	439	2	classification	classification	NOUN
ajis02-1542	439	3	with	with	ADP
ajis02-1542	439	4	statistically	statistically	ADV
ajis02-1542	439	5	significant	significant	ADJ
ajis02-1542	439	6	positive	positive	ADJ
ajis02-1542	439	7	and	and	CCONJ
ajis02-1542	439	8	negative	negative	ADJ
ajis02-1542	439	9	rules	rule	NOUN
ajis02-1542	439	10	.	.	PUNCT
ajis02-1542	440	1	proceedings	proceeding	NOUN
ajis02-1542	440	2	of	of	ADP
ajis02-1542	440	3	the	the	DET
ajis02-1542	440	4	24th	24th	PROPN
ajis02-1542	440	5	acm	acm	PROPN
ajis02-1542	440	6	international	international	PROPN
ajis02-1542	440	7	on	on	ADP
ajis02-1542	440	8	conference	conference	NOUN
ajis02-1542	440	9	on	on	ADP
ajis02-1542	440	10	information	information	NOUN
ajis02-1542	440	11	and	and	CCONJ
ajis02-1542	440	12	knowledge	knowledge	NOUN
ajis02-1542	440	13	management	management	NOUN
ajis02-1542	440	14	.	.	PUNCT
ajis02-1542	441	1	melbourne	melbourne	PROPN
ajis02-1542	441	2	,	,	PUNCT
ajis02-1542	441	3	australia	australia	PROPN
ajis02-1542	441	4	,	,	PUNCT
ajis02-1542	441	5	acm	acm	PROPN
ajis02-1542	441	6	:	:	PUNCT
ajis02-1542	441	7	633	633	NUM
ajis02-1542	441	8	-	-	SYM
ajis02-1542	441	9	642	642	NUM
ajis02-1542	441	10	.	.	PUNCT
ajis02-1542	442	1	liu	liu	PROPN
ajis02-1542	442	2	,	,	PUNCT
ajis02-1542	442	3	b.	b.	PROPN
ajis02-1542	442	4	,	,	PUNCT
ajis02-1542	442	5	w.	w.	PROPN
ajis02-1542	442	6	hsu	hsu	PROPN
ajis02-1542	442	7	and	and	CCONJ
ajis02-1542	442	8	y.	y.	PROPN
ajis02-1542	442	9	ma	ma	PROPN
ajis02-1542	442	10	(	(	PUNCT
ajis02-1542	442	11	2001	2001	NUM
ajis02-1542	442	12	)	)	PUNCT
ajis02-1542	442	13	.	.	PUNCT
ajis02-1542	443	1	identifying	identify	VERB
ajis02-1542	443	2	non	non	ADJ
ajis02-1542	443	3	-	-	ADJ
ajis02-1542	443	4	actionable	actionable	ADJ
ajis02-1542	443	5	association	association	NOUN
ajis02-1542	443	6	rules	rule	NOUN
ajis02-1542	443	7	.	.	PUNCT
ajis02-1542	444	1	proceedings	proceeding	NOUN
ajis02-1542	444	2	of	of	ADP
ajis02-1542	444	3	the	the	DET
ajis02-1542	444	4	seventh	seventh	ADJ
ajis02-1542	444	5	acm	acm	PROPN
ajis02-1542	444	6	sigkdd	sigkdd	NOUN
ajis02-1542	444	7	international	international	ADJ
ajis02-1542	444	8	conference	conference	NOUN
ajis02-1542	444	9	on	on	ADP
ajis02-1542	444	10	knowledge	knowledge	NOUN
ajis02-1542	444	11	discovery	discovery	PROPN
ajis02-1542	444	12	and	and	CCONJ
ajis02-1542	444	13	data	datum	NOUN
ajis02-1542	444	14	mining	mining	NOUN
ajis02-1542	444	15	.	.	PUNCT
ajis02-1542	445	1	san	san	PROPN
ajis02-1542	445	2	francisco	francisco	PROPN
ajis02-1542	445	3	,	,	PUNCT
ajis02-1542	445	4	california	california	PROPN
ajis02-1542	445	5	,	,	PUNCT
ajis02-1542	445	6	acm	acm	PROPN
ajis02-1542	445	7	:	:	PUNCT
ajis02-1542	445	8	329	329	NUM
ajis02-1542	445	9	-	-	SYM
ajis02-1542	445	10	334	334	NUM
ajis02-1542	445	11	.	.	PUNCT
ajis02-1542	446	1	mcgrane	mcgrane	NOUN
ajis02-1542	446	2	,	,	PUNCT
ajis02-1542	446	3	m.	m.	NOUN
ajis02-1542	446	4	and	and	CCONJ
ajis02-1542	446	5	s.	s.	PROPN
ajis02-1542	446	6	k.	k.	PROPN
ajis02-1542	446	7	poon	poon	PROPN
ajis02-1542	446	8	(	(	PUNCT
ajis02-1542	446	9	2010	2010	NUM
ajis02-1542	446	10	)	)	PUNCT
ajis02-1542	446	11	.	.	PUNCT
ajis02-1542	447	1	interaction	interaction	NOUN
ajis02-1542	447	2	as	as	ADP
ajis02-1542	447	3	an	an	DET
ajis02-1542	447	4	interestingness	interestingness	NOUN
ajis02-1542	447	5	measure	measure	NOUN
ajis02-1542	447	6	.	.	PUNCT
ajis02-1542	448	1	2010	2010	NUM
ajis02-1542	448	2	ieee	ieee	PROPN
ajis02-1542	448	3	international	international	ADJ
ajis02-1542	448	4	conference	conference	NOUN
ajis02-1542	448	5	on	on	ADP
ajis02-1542	448	6	data	datum	NOUN
ajis02-1542	448	7	mining	mining	NOUN
ajis02-1542	448	8	workshops	workshop	NOUN
ajis02-1542	448	9	.	.	PUNCT
ajis02-1542	449	1	piatetsky	piatetsky	PROPN
ajis02-1542	449	2	-	-	PUNCT
ajis02-1542	449	3	shapiro	shapiro	PROPN
ajis02-1542	449	4	,	,	PUNCT
ajis02-1542	449	5	g.	g.	PROPN
ajis02-1542	449	6	(	(	PUNCT
ajis02-1542	449	7	1991	1991	NUM
ajis02-1542	449	8	)	)	PUNCT
ajis02-1542	449	9	.	.	PUNCT
ajis02-1542	450	1	discovery	discovery	NOUN
ajis02-1542	450	2	,	,	PUNCT
ajis02-1542	450	3	analysis	analysis	NOUN
ajis02-1542	450	4	and	and	CCONJ
ajis02-1542	450	5	presentation	presentation	NOUN
ajis02-1542	450	6	of	of	ADP
ajis02-1542	450	7	strong	strong	ADJ
ajis02-1542	450	8	rul	rul	NOUN
ajis02-1542	450	9	.	.	PUNCT
ajis02-1542	451	1	knowledge	knowledge	NOUN
ajis02-1542	451	2	discovery	discovery	PROPN
ajis02-1542	451	3	in	in	ADP
ajis02-1542	451	4	databases	database	NOUN
ajis02-1542	451	5	.	.	PUNCT
ajis02-1542	452	1	g.	g.	PROPN
ajis02-1542	452	2	a.	a.	PROPN
ajis02-1542	452	3	f.	f.	PROPN
ajis02-1542	452	4	piatetsky	piatetsky	PROPN
ajis02-1542	452	5	-	-	PUNCT
ajis02-1542	452	6	shapiro	shapiro	PROPN
ajis02-1542	452	7	,	,	PUNCT
ajis02-1542	452	8	w.	w.	PROPN
ajis02-1542	452	9	j.	j.	PROPN
ajis02-1542	452	10	,	,	PUNCT
ajis02-1542	452	11	aaai	aaai	PROPN
ajis02-1542	452	12	press	press	PROPN
ajis02-1542	452	13	:	:	PUNCT
ajis02-1542	452	14	229	229	NUM
ajis02-1542	452	15	-	-	PUNCT
ajis02-1542	452	16	-248	-248	PROPN
ajis02-1542	452	17	.	.	PUNCT
ajis02-1542	452	18	song	song	PROPN
ajis02-1542	452	19	,	,	PUNCT
ajis02-1542	452	20	c.	c.	PROPN
ajis02-1542	452	21	and	and	CCONJ
ajis02-1542	452	22	t.	t.	PROPN
ajis02-1542	452	23	ge	ge	PROPN
ajis02-1542	452	24	(	(	PUNCT
ajis02-1542	452	25	2013	2013	NUM
ajis02-1542	452	26	)	)	PUNCT
ajis02-1542	452	27	.	.	PUNCT
ajis02-1542	453	1	discovering	discover	VERB
ajis02-1542	453	2	and	and	CCONJ
ajis02-1542	453	3	managing	manage	VERB
ajis02-1542	453	4	quantitative	quantitative	ADJ
ajis02-1542	453	5	association	association	NOUN
ajis02-1542	453	6	rules	rule	NOUN
ajis02-1542	453	7	.	.	PUNCT
ajis02-1542	454	1	proceedings	proceeding	NOUN
ajis02-1542	454	2	of	of	ADP
ajis02-1542	454	3	the	the	DET
ajis02-1542	454	4	22nd	22nd	PROPN
ajis02-1542	454	5	acm	acm	PROPN
ajis02-1542	454	6	international	international	ADJ
ajis02-1542	454	7	conference	conference	NOUN
ajis02-1542	454	8	on	on	ADP
ajis02-1542	454	9	conference	conference	NOUN
ajis02-1542	454	10	on	on	ADP
ajis02-1542	454	11	information	information	NOUN
ajis02-1542	454	12	&	&	CCONJ
ajis02-1542	454	13	knowledge	knowledge	PROPN
ajis02-1542	454	14	management	management	PROPN
ajis02-1542	454	15	.	.	PUNCT
ajis02-1542	455	1	san	san	PROPN
ajis02-1542	455	2	francisco	francisco	PROPN
ajis02-1542	455	3	,	,	PUNCT
ajis02-1542	455	4	california	california	PROPN
ajis02-1542	455	5	,	,	PUNCT
ajis02-1542	455	6	usa	usa	PROPN
ajis02-1542	455	7	,	,	PUNCT
ajis02-1542	455	8	acm	acm	PROPN
ajis02-1542	455	9	:	:	PUNCT
ajis02-1542	455	10	2429	2429	NUM
ajis02-1542	455	11	-	-	SYM
ajis02-1542	455	12	2434	2434	NUM
ajis02-1542	455	13	.	.	PUNCT
ajis02-1542	456	1	tan	tan	PROPN
ajis02-1542	456	2	,	,	PUNCT
ajis02-1542	456	3	p.-n	p.-n	PROPN
ajis02-1542	456	4	.	.	PROPN
ajis02-1542	456	5	,	,	PUNCT
ajis02-1542	456	6	v.	v.	PROPN
ajis02-1542	456	7	kumar	kumar	PROPN
ajis02-1542	456	8	and	and	CCONJ
ajis02-1542	456	9	j.	j.	PROPN
ajis02-1542	456	10	srivastava	srivastava	PROPN
ajis02-1542	456	11	(	(	PUNCT
ajis02-1542	456	12	2004	2004	NUM
ajis02-1542	456	13	)	)	PUNCT
ajis02-1542	456	14	.	.	PUNCT
ajis02-1542	457	1	"	"	PUNCT
ajis02-1542	457	2	selecting	select	VERB
ajis02-1542	457	3	the	the	DET
ajis02-1542	457	4	right	right	ADJ
ajis02-1542	457	5	objective	objective	ADJ
ajis02-1542	457	6	measure	measure	NOUN
ajis02-1542	457	7	for	for	ADP
ajis02-1542	457	8	association	association	NOUN
ajis02-1542	457	9	analysis	analysis	NOUN
ajis02-1542	457	10	.	.	PUNCT
ajis02-1542	457	11	"	"	PUNCT
ajis02-1542	458	1	information	information	NOUN
ajis02-1542	458	2	systems	system	NOUN
ajis02-1542	458	3	29(4	29(4	NOUN
ajis02-1542	458	4	):	):	PUNCT
ajis02-1542	458	5	293	293	NUM
ajis02-1542	458	6	-	-	SYM
ajis02-1542	458	7	313	313	NUM
ajis02-1542	458	8	.	.	PUNCT
ajis02-1542	459	1	verhein	verhein	PROPN
ajis02-1542	459	2	,	,	PUNCT
ajis02-1542	459	3	f.	f.	PROPN
ajis02-1542	459	4	and	and	CCONJ
ajis02-1542	459	5	s.	s.	PROPN
ajis02-1542	459	6	chawla	chawla	PROPN
ajis02-1542	459	7	(	(	PUNCT
ajis02-1542	459	8	2007	2007	NUM
ajis02-1542	459	9	)	)	PUNCT
ajis02-1542	459	10	.	.	PUNCT
ajis02-1542	460	1	using	use	VERB
ajis02-1542	460	2	significant	significant	ADJ
ajis02-1542	460	3	,	,	PUNCT
ajis02-1542	460	4	positively	positively	ADV
ajis02-1542	460	5	associated	associate	VERB
ajis02-1542	460	6	and	and	CCONJ
ajis02-1542	460	7	relatively	relatively	ADV
ajis02-1542	460	8	class	class	NOUN
ajis02-1542	460	9	correlated	correlate	VERB
ajis02-1542	460	10	rules	rule	NOUN
ajis02-1542	460	11	for	for	ADP
ajis02-1542	460	12	associative	associative	ADJ
ajis02-1542	460	13	classification	classification	NOUN
ajis02-1542	460	14	of	of	ADP
ajis02-1542	460	15	imbalanced	imbalanced	ADJ
ajis02-1542	460	16	datasets	dataset	NOUN
ajis02-1542	460	17	.	.	PUNCT
ajis02-1542	461	1	seventh	seventh	ADJ
ajis02-1542	461	2	ieee	ieee	PROPN
ajis02-1542	461	3	international	international	PROPN
ajis02-1542	461	4	conference	conference	NOUN
ajis02-1542	461	5	on	on	ADP
ajis02-1542	461	6	data	datum	NOUN
ajis02-1542	461	7	mining	mining	NOUN
ajis02-1542	461	8	(	(	PUNCT
ajis02-1542	461	9	icdm	icdm	NOUN
ajis02-1542	461	10	2007	2007	NUM
ajis02-1542	461	11	)	)	PUNCT
ajis02-1542	461	12	.	.	PUNCT
ajis02-1542	462	1	webb	webb	PROPN
ajis02-1542	462	2	,	,	PUNCT
ajis02-1542	462	3	g.	g.	PROPN
ajis02-1542	462	4	i.	i.	PROPN
ajis02-1542	462	5	(	(	PUNCT
ajis02-1542	462	6	2006	2006	NUM
ajis02-1542	462	7	)	)	PUNCT
ajis02-1542	462	8	.	.	PUNCT
ajis02-1542	463	1	discovering	discover	VERB
ajis02-1542	463	2	significant	significant	ADJ
ajis02-1542	463	3	rules	rule	NOUN
ajis02-1542	463	4	.	.	PUNCT
ajis02-1542	464	1	proceedings	proceeding	NOUN
ajis02-1542	464	2	of	of	ADP
ajis02-1542	464	3	the	the	DET
ajis02-1542	464	4	12th	12th	PROPN
ajis02-1542	464	5	acm	acm	PROPN
ajis02-1542	464	6	sigkdd	sigkdd	NOUN
ajis02-1542	464	7	international	international	ADJ
ajis02-1542	464	8	conference	conference	NOUN
ajis02-1542	464	9	on	on	ADP
ajis02-1542	464	10	knowledge	knowledge	NOUN
ajis02-1542	464	11	discovery	discovery	PROPN
ajis02-1542	464	12	and	and	CCONJ
ajis02-1542	464	13	data	datum	NOUN
ajis02-1542	464	14	mining	mining	NOUN
ajis02-1542	464	15	.	.	PUNCT
ajis02-1542	465	1	philadelphia	philadelphia	PROPN
ajis02-1542	465	2	,	,	PUNCT
ajis02-1542	465	3	pa	pa	PROPN
ajis02-1542	465	4	,	,	PUNCT
ajis02-1542	465	5	usa	usa	PROPN
ajis02-1542	465	6	,	,	PUNCT
ajis02-1542	465	7	acm	acm	PROPN
ajis02-1542	465	8	:	:	PUNCT
ajis02-1542	465	9	434	434	NUM
ajis02-1542	465	10	-	-	SYM
ajis02-1542	465	11	443	443	NUM
ajis02-1542	465	12	.	.	PUNCT
ajis02-1542	465	13	webb	webb	PROPN
ajis02-1542	465	14	,	,	PUNCT
ajis02-1542	465	15	g.	g.	PROPN
ajis02-1542	465	16	i.	i.	PROPN
ajis02-1542	465	17	(	(	PUNCT
ajis02-1542	465	18	2007	2007	NUM
ajis02-1542	465	19	)	)	PUNCT
ajis02-1542	465	20	.	.	PUNCT
ajis02-1542	466	1	"	"	PUNCT
ajis02-1542	466	2	discovering	discover	VERB
ajis02-1542	466	3	significant	significant	ADJ
ajis02-1542	466	4	patterns	pattern	NOUN
ajis02-1542	466	5	.	.	PUNCT
ajis02-1542	466	6	"	"	PUNCT
ajis02-1542	466	7	machine	machine	NOUN
ajis02-1542	466	8	learning	learn	VERB
ajis02-1542	466	9	68(1	68(1	NOUN
ajis02-1542	466	10	):	):	PUNCT
ajis02-1542	466	11	1	1	NUM
ajis02-1542	466	12	-	-	SYM
ajis02-1542	466	13	33	33	NUM
ajis02-1542	466	14	.	.	PUNCT
ajis02-1542	466	15	webb	webb	PROPN
ajis02-1542	466	16	,	,	PUNCT
ajis02-1542	466	17	g.	g.	PROPN
ajis02-1542	466	18	i.	i.	PROPN
ajis02-1542	466	19	(	(	PUNCT
ajis02-1542	466	20	2010	2010	NUM
ajis02-1542	466	21	)	)	PUNCT
ajis02-1542	466	22	.	.	PUNCT
ajis02-1542	467	1	"	"	PUNCT
ajis02-1542	467	2	self	self	NOUN
ajis02-1542	467	3	-	-	PUNCT
ajis02-1542	467	4	sufficient	sufficient	ADJ
ajis02-1542	467	5	itemsets	itemset	NOUN
ajis02-1542	467	6	:	:	PUNCT
ajis02-1542	467	7	an	an	DET
ajis02-1542	467	8	approach	approach	NOUN
ajis02-1542	467	9	to	to	ADP
ajis02-1542	467	10	screening	screen	VERB
ajis02-1542	467	11	potentially	potentially	ADV
ajis02-1542	467	12	interesting	interesting	ADJ
ajis02-1542	467	13	associations	association	NOUN
ajis02-1542	467	14	between	between	ADP
ajis02-1542	467	15	items	item	NOUN
ajis02-1542	467	16	.	.	PUNCT
ajis02-1542	467	17	"	"	PUNCT
ajis02-1542	468	1	acm	acm	PROPN
ajis02-1542	468	2	trans	trans	PROPN
ajis02-1542	468	3	.	.	PROPN
ajis02-1542	469	1	knowl	knowl	PROPN
ajis02-1542	469	2	.	.	PUNCT
ajis02-1542	470	1	discov	discov	NOUN
ajis02-1542	470	2	.	.	PUNCT
ajis02-1542	471	1	data	datum	NOUN
ajis02-1542	471	2	4(1	4(1	NOUN
ajis02-1542	471	3	):	):	PUNCT
ajis02-1542	471	4	1	1	NUM
ajis02-1542	471	5	-	-	SYM
ajis02-1542	471	6	20	20	NUM
ajis02-1542	471	7	.	.	PUNCT
ajis02-1542	472	1	zaki	zaki	PROPN
ajis02-1542	472	2	,	,	PUNCT
ajis02-1542	472	3	m.	m.	NOUN
ajis02-1542	472	4	j.	j.	PROPN
ajis02-1542	472	5	(	(	PUNCT
ajis02-1542	472	6	2000	2000	NUM
ajis02-1542	472	7	)	)	PUNCT
ajis02-1542	472	8	.	.	PUNCT
ajis02-1542	473	1	generating	generate	VERB
ajis02-1542	473	2	non	non	ADJ
ajis02-1542	473	3	-	-	ADJ
ajis02-1542	473	4	redundant	redundant	ADJ
ajis02-1542	473	5	association	association	NOUN
ajis02-1542	473	6	rules	rule	NOUN
ajis02-1542	473	7	.	.	PUNCT
ajis02-1542	474	1	proceedings	proceeding	NOUN
ajis02-1542	474	2	of	of	ADP
ajis02-1542	474	3	the	the	DET
ajis02-1542	474	4	sixth	sixth	ADJ
ajis02-1542	474	5	acm	acm	NOUN
ajis02-1542	474	6	sigkdd	sigkdd	NOUN
ajis02-1542	474	7	international	international	ADJ
ajis02-1542	474	8	conference	conference	NOUN
ajis02-1542	474	9	on	on	ADP
ajis02-1542	474	10	knowledge	knowledge	NOUN
ajis02-1542	474	11	discovery	discovery	PROPN
ajis02-1542	474	12	and	and	CCONJ
ajis02-1542	474	13	data	datum	NOUN
ajis02-1542	474	14	mining	mining	NOUN
ajis02-1542	474	15	.	.	PUNCT
ajis02-1542	475	1	boston	boston	PROPN
ajis02-1542	475	2	,	,	PUNCT
ajis02-1542	475	3	massachusetts	massachusetts	PROPN
ajis02-1542	475	4	,	,	PUNCT
ajis02-1542	475	5	usa	usa	PROPN
ajis02-1542	475	6	,	,	PUNCT
ajis02-1542	475	7	acm	acm	PROPN
ajis02-1542	475	8	:	:	PUNCT
ajis02-1542	475	9	34	34	NUM
ajis02-1542	475	10	-	-	SYM
ajis02-1542	475	11	43	43	NUM
ajis02-1542	475	12	.	.	PUNCT
ajis02-1542	476	1	australasian	australasian	ADJ
ajis02-1542	476	2	journal	journal	NOUN
ajis02-1542	476	3	of	of	ADP
ajis02-1542	476	4	information	information	NOUN
ajis02-1542	476	5	systems	system	NOUN
ajis02-1542	476	6	petersen	petersen	PROPN
ajis02-1542	476	7	,	,	PUNCT
ajis02-1542	476	8	poon	poon	NOUN
ajis02-1542	476	9	j	j	PROPN
ajis02-1542	476	10	,	,	PUNCT
ajis02-1542	476	11	poon	poon	NOUN
ajis02-1542	476	12	s	s	PROPN
ajis02-1542	476	13	&	&	CCONJ
ajis02-1542	476	14	loy	loy	PROPN
ajis02-1542	476	15	2017	2017	NUM
ajis02-1542	476	16	,	,	PUNCT
ajis02-1542	476	17	vol	vol	NOUN
ajis02-1542	476	18	21	21	NUM
ajis02-1542	476	19	,	,	PUNCT
ajis02-1542	476	20	selected	select	VERB
ajis02-1542	476	21	papers	paper	NOUN
ajis02-1542	476	22	from	from	ADP
ajis02-1542	476	23	ausdm	ausdm	NOUN
ajis02-1542	476	24	better	well	ADJ
ajis02-1542	476	25	rulesets	ruleset	NOUN
ajis02-1542	476	26	by	by	ADP
ajis02-1542	476	27	removing	remove	VERB
ajis02-1542	476	28	redundancy	redundancy	NOUN
ajis02-1542	476	29	21	21	NUM
ajis02-1542	476	30	appendices	appendix	NOUN
ajis02-1542	476	31	number	number	NOUN
ajis02-1542	476	32	of	of	ADP
ajis02-1542	476	33	rules	rule	NOUN
ajis02-1542	476	34	the	the	DET
ajis02-1542	476	35	following	follow	VERB
ajis02-1542	476	36	table	table	NOUN
ajis02-1542	476	37	describes	describe	VERB
ajis02-1542	476	38	the	the	DET
ajis02-1542	476	39	average	average	ADJ
ajis02-1542	476	40	number	number	NOUN
ajis02-1542	476	41	of	of	ADP
ajis02-1542	476	42	rules	rule	NOUN
ajis02-1542	476	43	generated	generate	VERB
ajis02-1542	476	44	across	across	ADP
ajis02-1542	476	45	10	10	NUM
ajis02-1542	476	46	runs	run	NOUN
ajis02-1542	476	47	(	(	PUNCT
ajis02-1542	476	48	as	as	SCONJ
ajis02-1542	476	49	described	describe	VERB
ajis02-1542	476	50	in	in	ADP
ajis02-1542	476	51	section	section	NOUN
ajis02-1542	476	52	5.1	5.1	NUM
ajis02-1542	476	53	of	of	ADP
ajis02-1542	476	54	the	the	DET
ajis02-1542	476	55	manuscript	manuscript	NOUN
ajis02-1542	476	56	)	)	PUNCT
ajis02-1542	476	57	.	.	PUNCT
ajis02-1542	477	1	values	value	NOUN
ajis02-1542	477	2	are	be	AUX
ajis02-1542	477	3	reported	report	VERB
ajis02-1542	477	4	with	with	ADP
ajis02-1542	477	5	their	their	PRON
ajis02-1542	477	6	95	95	NUM
ajis02-1542	477	7	%	%	NOUN
ajis02-1542	477	8	confidence	confidence	NOUN
ajis02-1542	477	9	intervals	interval	NOUN
ajis02-1542	477	10	.	.	PUNCT
ajis02-1542	478	1	alpha	alpha	NOUN
ajis02-1542	478	2	value	value	NOUN
ajis02-1542	478	3	is	be	AUX
ajis02-1542	478	4	the	the	DET
ajis02-1542	478	5	goodness	goodness	NOUN
ajis02-1542	478	6	threshold	threshold	NOUN
ajis02-1542	478	7	used	use	VERB
ajis02-1542	478	8	(	(	PUNCT
ajis02-1542	478	9	rules	rule	NOUN
ajis02-1542	478	10	were	be	AUX
ajis02-1542	478	11	evaluated	evaluate	VERB
ajis02-1542	478	12	using	use	VERB
ajis02-1542	478	13	the	the	DET
ajis02-1542	478	14	natural	natural	ADJ
ajis02-1542	478	15	log	log	NOUN
ajis02-1542	478	16	of	of	ADP
ajis02-1542	478	17	fishers	fisher	NOUN
ajis02-1542	478	18	p	p	NOUN
ajis02-1542	478	19	values	value	NOUN
ajis02-1542	478	20	)	)	PUNCT
ajis02-1542	478	21	.	.	PUNCT
ajis02-1542	479	1	dataset	dataset	VERB
ajis02-1542	479	2	α	α	NOUN
ajis02-1542	479	3	no	no	DET
ajis02-1542	479	4	prune	prune	NOUN
ajis02-1542	479	5	classic	classic	ADJ
ajis02-1542	479	6	robust	robust	ADJ
ajis02-1542	479	7	specialisations	specialisation	NOUN
ajis02-1542	479	8	robust	robust	ADJ
ajis02-1542	479	9	(	(	PUNCT
ajis02-1542	479	10	both	both	PRON
ajis02-1542	479	11	)	)	PUNCT
ajis02-1542	479	12	aspergillosis	aspergillosis	NOUN
ajis02-1542	479	13	-50	-50	PUNCT
ajis02-1542	479	14	29548.60	29548.60	NUM
ajis02-1542	479	15	±	±	NUM
ajis02-1542	479	16	4461.94	4461.94	NUM
ajis02-1542	479	17	389.40	389.40	NUM
ajis02-1542	479	18	±	±	NUM
ajis02-1542	479	19	31.39	31.39	NUM
ajis02-1542	479	20	391.60	391.60	NUM
ajis02-1542	479	21	±	±	NUM
ajis02-1542	479	22	31.48	31.48	NUM
ajis02-1542	479	23	268.30	268.30	NUM
ajis02-1542	479	24	±	±	NUM
ajis02-1542	479	25	21.10	21.10	NUM
ajis02-1542	479	26	-75	-75	SYM
ajis02-1542	479	27	4207.80	4207.80	NUM
ajis02-1542	479	28	±	±	NUM
ajis02-1542	479	29	352.07	352.07	NUM
ajis02-1542	479	30	119.20	119.20	NUM
ajis02-1542	479	31	±	±	NUM
ajis02-1542	479	32	6.36	6.36	NUM
ajis02-1542	479	33	120.10	120.10	NUM
ajis02-1542	479	34	±	±	NUM
ajis02-1542	479	35	6.41	6.41	NUM
ajis02-1542	479	36	88.90	88.90	NUM
ajis02-1542	479	37	±	±	NUM
ajis02-1542	479	38	2.82	2.82	NUM
ajis02-1542	479	39	-100	-100	PROPN
ajis02-1542	479	40	1073.60	1073.60	NUM
ajis02-1542	479	41	±	±	NUM
ajis02-1542	479	42	124.63	124.63	NUM
ajis02-1542	479	43	55.90	55.90	NUM
ajis02-1542	479	44	±	±	NUM
ajis02-1542	479	45	5.90	5.90	NUM
ajis02-1542	479	46	56.20	56.20	NUM
ajis02-1542	479	47	±	±	NUM
ajis02-1542	479	48	5.87	5.87	NUM
ajis02-1542	479	49	41.70	41.70	NUM
ajis02-1542	479	50	±	±	NUM
ajis02-1542	479	51	3.45	3.45	NUM
ajis02-1542	479	52	-125	-125	PROPN
ajis02-1542	479	53	383.10	383.10	NUM
ajis02-1542	479	54	±	±	NUM
ajis02-1542	479	55	33.97	33.97	NUM
ajis02-1542	479	56	26.90	26.90	NUM
ajis02-1542	479	57	±	±	NUM
ajis02-1542	479	58	2.55	2.55	NUM
ajis02-1542	479	59	27.00	27.00	NUM
ajis02-1542	479	60	±	±	NUM
ajis02-1542	479	61	2.57	2.57	NUM
ajis02-1542	479	62	22.20	22.20	NUM
ajis02-1542	479	63	±	±	NUM
ajis02-1542	479	64	1.77	1.77	NUM
ajis02-1542	479	65	-150	-150	NUM
ajis02-1542	479	66	163.90	163.90	NUM
ajis02-1542	479	67	±	±	NUM
ajis02-1542	479	68	16.29	16.29	NUM
ajis02-1542	479	69	19.50	19.50	NUM
ajis02-1542	479	70	±	±	NUM
ajis02-1542	479	71	1.55	1.55	NUM
ajis02-1542	479	72	19.50	19.50	NUM
ajis02-1542	479	73	±	±	NUM
ajis02-1542	479	74	1.55	1.55	NUM
ajis02-1542	479	75	16.50	16.50	NUM
ajis02-1542	479	76	±	±	NUM
ajis02-1542	479	77	1.28	1.28	NUM
ajis02-1542	479	78	-175	-175	PROPN
ajis02-1542	479	79	89.90	89.90	NUM
ajis02-1542	479	80	±	±	NUM
ajis02-1542	479	81	6.74	6.74	NUM
ajis02-1542	479	82	14.60	14.60	NUM
ajis02-1542	479	83	±	±	NUM
ajis02-1542	479	84	1.08	1.08	NUM
ajis02-1542	479	85	14.70	14.70	NUM
ajis02-1542	479	86	±	±	NUM
ajis02-1542	479	87	1.04	1.04	NUM
ajis02-1542	479	88	12.90	12.90	NUM
ajis02-1542	479	89	±	±	NUM
ajis02-1542	479	90	1.02	1.02	NUM
ajis02-1542	479	91	-200	-200	NUM
ajis02-1542	479	92	49.40	49.40	NUM
ajis02-1542	479	93	±	±	NUM
ajis02-1542	479	94	5.33	5.33	NUM
ajis02-1542	479	95	10.00	10.00	NUM
ajis02-1542	479	96	±	±	NUM
ajis02-1542	479	97	1.04	1.04	NUM
ajis02-1542	479	98	10.20	10.20	NUM
ajis02-1542	479	99	±	±	NUM
ajis02-1542	479	100	1.10	1.10	NUM
ajis02-1542	479	101	9.20	9.20	NUM
ajis02-1542	479	102	±	±	NUM
ajis02-1542	479	103	0.77	0.77	NUM
ajis02-1542	479	104	diabetes	diabetes	NOUN
ajis02-1542	479	105	-15	-15	NUM
ajis02-1542	479	106	34543.20	34543.20	NUM
ajis02-1542	479	107	±	±	NUM
ajis02-1542	479	108	12832.45	12832.45	NUM
ajis02-1542	479	109	1327.80	1327.80	NUM
ajis02-1542	479	110	±	±	NUM
ajis02-1542	479	111	99.71	99.71	NUM
ajis02-1542	479	112	1676.30	1676.30	NUM
ajis02-1542	479	113	±	±	NUM
ajis02-1542	479	114	235.23	235.23	NUM
ajis02-1542	479	115	823.60	823.60	NUM
ajis02-1542	479	116	±	±	NUM
ajis02-1542	479	117	83.15	83.15	NUM
ajis02-1542	479	118	-20	-20	SYM
ajis02-1542	479	119	11816.40	11816.40	NUM
ajis02-1542	479	120	±	±	NUM
ajis02-1542	479	121	2574.97	2574.97	NUM
ajis02-1542	479	122	613.00	613.00	NUM
ajis02-1542	479	123	±	±	NUM
ajis02-1542	479	124	52.78	52.78	NUM
ajis02-1542	479	125	699.90	699.90	NUM
ajis02-1542	479	126	±	±	NUM
ajis02-1542	479	127	73.42	73.42	NUM
ajis02-1542	479	128	394.40	394.40	NUM
ajis02-1542	479	129	±	±	NUM
ajis02-1542	479	130	38.01	38.01	NUM
ajis02-1542	479	131	-25	-25	SYM
ajis02-1542	479	132	4152.80	4152.80	NUM
ajis02-1542	479	133	±	±	NUM
ajis02-1542	479	134	227.20	227.20	NUM
ajis02-1542	479	135	343.40	343.40	NUM
ajis02-1542	479	136	±	±	NUM
ajis02-1542	479	137	18.07	18.07	NUM
ajis02-1542	479	138	365.00	365.00	NUM
ajis02-1542	479	139	±	±	NUM
ajis02-1542	479	140	21.57	21.57	NUM
ajis02-1542	479	141	224.90	224.90	NUM
ajis02-1542	479	142	±	±	NUM
ajis02-1542	479	143	10.38	10.38	NUM
ajis02-1542	479	144	-30	-30	SYM
ajis02-1542	479	145	2731.10	2731.10	NUM
ajis02-1542	479	146	±	±	NUM
ajis02-1542	479	147	229.94	229.94	NUM
ajis02-1542	479	148	244.50	244.50	NUM
ajis02-1542	479	149	±	±	NUM
ajis02-1542	479	150	10.73	10.73	NUM
ajis02-1542	479	151	248.60	248.60	NUM
ajis02-1542	479	152	±	±	NUM
ajis02-1542	479	153	11.75	11.75	NUM
ajis02-1542	479	154	162.40	162.40	NUM
ajis02-1542	479	155	±	±	NUM
ajis02-1542	479	156	9.20	9.20	NUM
ajis02-1542	479	157	-35	-35	SYM
ajis02-1542	479	158	1656.20	1656.20	NUM
ajis02-1542	479	159	±	±	NUM
ajis02-1542	479	160	102.51	102.51	NUM
ajis02-1542	479	161	180.80	180.80	NUM
ajis02-1542	479	162	±	±	NUM
ajis02-1542	479	163	7.58	7.58	NUM
ajis02-1542	479	164	183.40	183.40	NUM
ajis02-1542	479	165	±	±	NUM
ajis02-1542	479	166	7.73	7.73	NUM
ajis02-1542	479	167	126.30	126.30	NUM
ajis02-1542	479	168	±	±	NUM
ajis02-1542	479	169	5.47	5.47	NUM
ajis02-1542	479	170	-40	-40	PROPN
ajis02-1542	479	171	1198.80	1198.80	NUM
ajis02-1542	479	172	±	±	NUM
ajis02-1542	479	173	86.62	86.62	NUM
ajis02-1542	479	174	143.60	143.60	NUM
ajis02-1542	479	175	±	±	NUM
ajis02-1542	479	176	7.21	7.21	NUM
ajis02-1542	479	177	145.10	145.10	NUM
ajis02-1542	479	178	±	±	NUM
ajis02-1542	479	179	7.38	7.38	NUM
ajis02-1542	479	180	102.50	102.50	NUM
ajis02-1542	479	181	±	±	NUM
ajis02-1542	479	182	4.95	4.95	NUM
ajis02-1542	479	183	-45	-45	PUNCT
ajis02-1542	479	184	782.30	782.30	NUM
ajis02-1542	479	185	±	±	NOUN
ajis02-1542	479	186	78.51	78.51	NUM
ajis02-1542	479	187	107.10	107.10	NUM
ajis02-1542	479	188	±	±	NUM
ajis02-1542	479	189	11.24	11.24	NUM
ajis02-1542	479	190	107.20	107.20	NUM
ajis02-1542	479	191	±	±	NUM
ajis02-1542	479	192	11.29	11.29	NUM
ajis02-1542	479	193	78.80	78.80	NUM
ajis02-1542	479	194	±	±	NUM
ajis02-1542	479	195	7.13	7.13	NUM
ajis02-1542	479	196	fertility	fertility	NOUN
ajis02-1542	479	197	-15	-15	NUM
ajis02-1542	479	198	362405.60	362405.60	NUM
ajis02-1542	479	199	±	±	NOUN
ajis02-1542	479	200	86789.45	86789.45	NUM
ajis02-1542	479	201	595.30	595.30	NUM
ajis02-1542	479	202	±	±	NUM
ajis02-1542	479	203	45.95	45.95	NUM
ajis02-1542	479	204	618.30	618.30	NUM
ajis02-1542	479	205	±	±	NUM
ajis02-1542	479	206	48.06	48.06	NUM
ajis02-1542	479	207	352.80	352.80	NUM
ajis02-1542	479	208	±	±	NUM
ajis02-1542	479	209	25.40	25.40	NUM
ajis02-1542	479	210	-20	-20	NUM
ajis02-1542	479	211	141740.50	141740.50	NUM
ajis02-1542	479	212	±	±	NUM
ajis02-1542	479	213	41787.17	41787.17	NUM
ajis02-1542	479	214	278.00	278.00	NUM
ajis02-1542	479	215	±	±	NUM
ajis02-1542	479	216	15.74	15.74	NUM
ajis02-1542	479	217	283.80	283.80	NUM
ajis02-1542	479	218	±	±	NUM
ajis02-1542	479	219	15.80	15.80	NUM
ajis02-1542	479	220	176.80	176.80	NUM
ajis02-1542	479	221	±	±	NUM
ajis02-1542	479	222	12.03	12.03	NUM
ajis02-1542	479	223	-25	-25	NUM
ajis02-1542	479	224	42389.60	42389.60	NUM
ajis02-1542	479	225	±	±	NUM
ajis02-1542	479	226	11074.22	11074.22	NUM
ajis02-1542	479	227	176.10	176.10	NUM
ajis02-1542	479	228	±	±	NUM
ajis02-1542	479	229	5.92	5.92	NUM
ajis02-1542	479	230	178.20	178.20	NUM
ajis02-1542	479	231	±	±	NUM
ajis02-1542	479	232	6.07	6.07	NUM
ajis02-1542	479	233	111.20	111.20	NUM
ajis02-1542	479	234	±	±	NUM
ajis02-1542	479	235	5.71	5.71	NUM
ajis02-1542	479	236	-30	-30	SYM
ajis02-1542	479	237	20686.90	20686.90	NUM
ajis02-1542	479	238	±	±	NUM
ajis02-1542	479	239	4609.10	4609.10	NUM
ajis02-1542	479	240	132.50	132.50	NUM
ajis02-1542	479	241	±	±	NUM
ajis02-1542	479	242	14.70	14.70	NUM
ajis02-1542	479	243	133.20	133.20	NUM
ajis02-1542	479	244	±	±	NUM
ajis02-1542	479	245	15.04	15.04	NUM
ajis02-1542	479	246	85.00	85.00	NUM
ajis02-1542	479	247	±	±	NUM
ajis02-1542	479	248	9.83	9.83	NUM
ajis02-1542	479	249	-35	-35	SYM
ajis02-1542	479	250	12736.90	12736.90	NUM
ajis02-1542	479	251	±	±	NUM
ajis02-1542	479	252	2347.48	2347.48	NUM
ajis02-1542	479	253	113.60	113.60	NUM
ajis02-1542	479	254	±	±	NUM
ajis02-1542	479	255	6.68	6.68	NUM
ajis02-1542	479	256	114.00	114.00	NUM
ajis02-1542	479	257	±	±	NUM
ajis02-1542	479	258	7.06	7.06	NUM
ajis02-1542	479	259	72.80	72.80	NUM
ajis02-1542	479	260	±	±	NUM
ajis02-1542	479	261	4.27	4.27	NUM
ajis02-1542	479	262	-40	-40	SYM
ajis02-1542	479	263	7713.60	7713.60	NUM
ajis02-1542	479	264	±	±	NUM
ajis02-1542	479	265	1830.05	1830.05	NUM
ajis02-1542	479	266	90.50	90.50	NUM
ajis02-1542	479	267	±	±	NUM
ajis02-1542	479	268	7.11	7.11	NUM
ajis02-1542	479	269	90.80	90.80	NUM
ajis02-1542	479	270	±	±	NUM
ajis02-1542	479	271	7.11	7.11	NUM
ajis02-1542	479	272	62.40	62.40	NUM
ajis02-1542	479	273	±	±	NUM
ajis02-1542	479	274	6.12	6.12	NUM
ajis02-1542	479	275	-45	-45	SYM
ajis02-1542	479	276	4718.80	4718.80	NUM
ajis02-1542	479	277	±	±	NUM
ajis02-1542	479	278	687.50	687.50	NUM
ajis02-1542	479	279	74.50	74.50	NUM
ajis02-1542	479	280	±	±	NUM
ajis02-1542	479	281	10.29	10.29	NUM
ajis02-1542	479	282	74.60	74.60	NUM
ajis02-1542	479	283	±	±	NUM
ajis02-1542	479	284	10.33	10.33	NUM
ajis02-1542	479	285	48.70	48.70	NUM
ajis02-1542	479	286	±	±	NUM
ajis02-1542	479	287	7.68	7.68	NUM
ajis02-1542	479	288	insomnia	insomnia	NOUN
ajis02-1542	479	289	-15	-15	PUNCT
ajis02-1542	479	290	12812.70	12812.70	NUM
ajis02-1542	479	291	±	±	PROPN
ajis02-1542	479	292	2399.55	2399.55	NUM
ajis02-1542	479	293	624.00	624.00	NUM
ajis02-1542	479	294	±	±	NOUN
ajis02-1542	479	295	48.35	48.35	NUM
ajis02-1542	479	296	747.80	747.80	NUM
ajis02-1542	479	297	±	±	NOUN
ajis02-1542	479	298	64.69	64.69	NUM
ajis02-1542	479	299	402.10	402.10	NUM
ajis02-1542	479	300	±	±	NUM
ajis02-1542	479	301	33.42	33.42	NUM
ajis02-1542	479	302	-20	-20	NUM
ajis02-1542	479	303	3180.50	3180.50	NUM
ajis02-1542	479	304	±	±	NUM
ajis02-1542	479	305	998.68	998.68	NUM
ajis02-1542	479	306	243.60	243.60	NUM
ajis02-1542	479	307	±	±	NOUN
ajis02-1542	479	308	37.06	37.06	NUM
ajis02-1542	479	309	269.00	269.00	NUM
ajis02-1542	479	310	±	±	NUM
ajis02-1542	479	311	40.89	40.89	NUM
ajis02-1542	479	312	161.20	161.20	NUM
ajis02-1542	479	313	±	±	NOUN
ajis02-1542	479	314	24.88	24.88	NUM
ajis02-1542	479	315	-25	-25	SYM
ajis02-1542	479	316	876.70	876.70	NUM
ajis02-1542	479	317	±	±	NUM
ajis02-1542	479	318	362.33	362.33	NUM
ajis02-1542	479	319	104.50	104.50	NUM
ajis02-1542	479	320	±	±	NUM
ajis02-1542	479	321	15.75	15.75	NUM
ajis02-1542	479	322	112.50	112.50	NUM
ajis02-1542	479	323	±	±	NUM
ajis02-1542	479	324	14.98	14.98	NUM
ajis02-1542	479	325	72.30	72.30	NUM
ajis02-1542	479	326	±	±	NUM
ajis02-1542	479	327	12.27	12.27	NUM
ajis02-1542	479	328	-30	-30	SYM
ajis02-1542	479	329	271.10	271.10	NUM
ajis02-1542	479	330	±	±	NUM
ajis02-1542	479	331	36.97	36.97	NUM
ajis02-1542	479	332	43.60	43.60	NUM
ajis02-1542	479	333	±	±	NUM
ajis02-1542	479	334	6.41	6.41	NUM
ajis02-1542	479	335	46.80	46.80	NUM
ajis02-1542	479	336	±	±	NUM
ajis02-1542	479	337	6.78	6.78	NUM
ajis02-1542	479	338	32.00	32.00	NUM
ajis02-1542	479	339	±	±	NUM
ajis02-1542	479	340	4.42	4.42	NUM
ajis02-1542	479	341	-35	-35	NUM
ajis02-1542	479	342	136.40	136.40	NUM
ajis02-1542	479	343	±	±	NUM
ajis02-1542	479	344	23.64	23.64	NUM
ajis02-1542	479	345	24.30	24.30	NUM
ajis02-1542	479	346	±	±	NUM
ajis02-1542	479	347	5.93	5.93	NUM
ajis02-1542	479	348	25.40	25.40	NUM
ajis02-1542	479	349	±	±	NUM
ajis02-1542	479	350	5.86	5.86	NUM
ajis02-1542	479	351	17.40	17.40	NUM
ajis02-1542	479	352	±	±	NUM
ajis02-1542	479	353	3.59	3.59	NUM
ajis02-1542	479	354	-40	-40	NUM
ajis02-1542	479	355	59.40	59.40	NUM
ajis02-1542	479	356	±	±	NUM
ajis02-1542	479	357	8.13	8.13	NUM
ajis02-1542	479	358	10.60	10.60	NUM
ajis02-1542	479	359	±	±	NUM
ajis02-1542	479	360	1.25	1.25	NUM
ajis02-1542	479	361	12.40	12.40	NUM
ajis02-1542	479	362	±	±	NUM
ajis02-1542	479	363	2.19	2.19	NUM
ajis02-1542	479	364	8.20	8.20	NUM
ajis02-1542	479	365	±	±	NUM
ajis02-1542	479	366	1.20	1.20	NUM
ajis02-1542	479	367	-45	-45	NUM
ajis02-1542	479	368	31.60	31.60	NUM
ajis02-1542	479	369	±	±	NUM
ajis02-1542	479	370	7.02	7.02	NUM
ajis02-1542	479	371	5.20	5.20	NUM
ajis02-1542	479	372	±	±	NUM
ajis02-1542	479	373	1.70	1.70	NUM
ajis02-1542	479	374	6.10	6.10	NUM
ajis02-1542	479	375	±	±	NUM
ajis02-1542	479	376	1.93	1.93	NUM
ajis02-1542	479	377	4.60	4.60	NUM
ajis02-1542	479	378	±	±	NUM
ajis02-1542	479	379	1.4	1.4	NUM
ajis02-1542	479	380	mushroom	mushroom	NOUN
ajis02-1542	479	381	-1250	-1250	NOUN
ajis02-1542	479	382	61767.80	61767.80	NUM
ajis02-1542	479	383	±	±	NUM
ajis02-1542	479	384	158.39	158.39	NUM
ajis02-1542	479	385	409.70	409.70	NUM
ajis02-1542	479	386	±	±	NUM
ajis02-1542	479	387	5.32	5.32	NUM
ajis02-1542	479	388	568.70	568.70	NUM
ajis02-1542	479	389	±	±	NOUN
ajis02-1542	479	390	7.42	7.42	NUM
ajis02-1542	479	391	227.40	227.40	NUM
ajis02-1542	479	392	±	±	NOUN
ajis02-1542	479	393	2.95	2.95	NUM
ajis02-1542	479	394	-1375	-1375	PROPN
ajis02-1542	479	395	37501.10	37501.10	NUM
ajis02-1542	479	396	±	±	NOUN
ajis02-1542	479	397	4080.51	4080.51	NUM
ajis02-1542	480	1	308.10	308.10	NUM
ajis02-1542	480	2	±	±	NUM
ajis02-1542	480	3	7.70	7.70	NUM
ajis02-1542	480	4	342.40	342.40	NUM
ajis02-1542	480	5	±	±	NUM
ajis02-1542	480	6	10.14	10.14	NUM
ajis02-1542	480	7	166.00	166.00	NUM
ajis02-1542	480	8	±	±	NUM
ajis02-1542	480	9	6.38	6.38	NUM
ajis02-1542	480	10	-1500	-1500	NUM
ajis02-1542	480	11	22634.50	22634.50	NUM
ajis02-1542	480	12	±	±	NUM
ajis02-1542	480	13	92.39	92.39	NUM
ajis02-1542	480	14	229.70	229.70	NUM
ajis02-1542	480	15	±	±	NUM
ajis02-1542	480	16	5.67	5.67	NUM
ajis02-1542	480	17	239.40	239.40	NUM
ajis02-1542	480	18	±	±	NUM
ajis02-1542	480	19	5.97	5.97	NUM
ajis02-1542	480	20	125.50	125.50	NUM
ajis02-1542	480	21	±	±	NUM
ajis02-1542	480	22	1.67	1.67	NUM
ajis02-1542	480	23	-1625	-1625	NOUN
ajis02-1542	480	24	22049.80	22049.80	NUM
ajis02-1542	480	25	±	±	NUM
ajis02-1542	480	26	39.14	39.14	NUM
ajis02-1542	480	27	191.30	191.30	NUM
ajis02-1542	480	28	±	±	NUM
ajis02-1542	480	29	2.54	2.54	NUM
ajis02-1542	480	30	196.30	196.30	NUM
ajis02-1542	480	31	±	±	NUM
ajis02-1542	480	32	2.85	2.85	NUM
ajis02-1542	480	33	114.80	114.80	NUM
ajis02-1542	480	34	±	±	NUM
ajis02-1542	480	35	1.77	1.77	NUM
ajis02-1542	480	36	-1750	-1750	NOUN
ajis02-1542	480	37	19980.00	19980.00	NUM
ajis02-1542	480	38	±	±	NOUN
ajis02-1542	480	39	2498.40	2498.40	NUM
ajis02-1542	480	40	140.70	140.70	NUM
ajis02-1542	480	41	±	±	NUM
ajis02-1542	480	42	5.51	5.51	NUM
ajis02-1542	480	43	141.70	141.70	NUM
ajis02-1542	480	44	±	±	NUM
ajis02-1542	480	45	5.51	5.51	NUM
ajis02-1542	480	46	93.30	93.30	NUM
ajis02-1542	480	47	±	±	NUM
ajis02-1542	480	48	6.17	6.17	NUM
ajis02-1542	480	49	-1875	-1875	PROPN
ajis02-1542	480	50	7507.80	7507.80	NUM
ajis02-1542	480	51	±	±	NOUN
ajis02-1542	480	52	78.31	78.31	NUM
ajis02-1542	480	53	88.60	88.60	NUM
ajis02-1542	480	54	±	±	NUM
ajis02-1542	480	55	3.75	3.75	NUM
ajis02-1542	480	56	89.60	89.60	NUM
ajis02-1542	480	57	±	±	NUM
ajis02-1542	480	58	3.75	3.75	NUM
ajis02-1542	480	59	56.70	56.70	NUM
ajis02-1542	480	60	±	±	NUM
ajis02-1542	480	61	1.08	1.08	NUM
ajis02-1542	480	62	-2000	-2000	PROPN
ajis02-1542	480	63	6430.80	6430.80	NUM
ajis02-1542	480	64	±	±	NUM
ajis02-1542	480	65	522.10	522.10	NUM
ajis02-1542	480	66	38.90	38.90	NUM
ajis02-1542	480	67	±	±	NUM
ajis02-1542	480	68	5.39	5.39	NUM
ajis02-1542	480	69	39.90	39.90	NUM
ajis02-1542	480	70	±	±	NUM
ajis02-1542	480	71	5.39	5.39	NUM
ajis02-1542	480	72	34.70	34.70	NUM
ajis02-1542	480	73	±	±	NUM
ajis02-1542	480	74	4.15	4.15	NUM
ajis02-1542	480	75	t10i4d100k	t10i4d100k	NOUN
ajis02-1542	480	76	-500	-500	PROPN
ajis02-1542	480	77	17287.60	17287.60	NUM
ajis02-1542	480	78	±	±	NUM
ajis02-1542	480	79	191.08	191.08	NUM
ajis02-1542	480	80	6114.80	6114.80	NUM
ajis02-1542	480	81	±	±	NUM
ajis02-1542	480	82	53.65	53.65	NUM
ajis02-1542	480	83	6114.80	6114.80	NUM
ajis02-1542	480	84	±	±	NUM
ajis02-1542	480	85	53.65	53.65	NUM
ajis02-1542	480	86	4302.40	4302.40	NUM
ajis02-1542	480	87	±	±	NUM
ajis02-1542	480	88	43.14	43.14	NUM
ajis02-1542	481	1	-750	-750	PROPN
ajis02-1542	481	2	3484.70	3484.70	NUM
ajis02-1542	481	3	±	±	NUM
ajis02-1542	481	4	73.63	73.63	NUM
ajis02-1542	481	5	1568.00	1568.00	NUM
ajis02-1542	481	6	±	±	NUM
ajis02-1542	481	7	28.03	28.03	NUM
ajis02-1542	481	8	1568.00	1568.00	NUM
ajis02-1542	481	9	±	±	NUM
ajis02-1542	481	10	28.03	28.03	NUM
ajis02-1542	481	11	1217.30	1217.30	NUM
ajis02-1542	481	12	±	±	NUM
ajis02-1542	481	13	21.15	21.15	NUM
ajis02-1542	481	14	-1000	-1000	NUM
ajis02-1542	481	15	750.40	750.40	NUM
ajis02-1542	481	16	±	±	NUM
ajis02-1542	481	17	31.17	31.17	NUM
ajis02-1542	481	18	411.90	411.90	NUM
ajis02-1542	481	19	±	±	NUM
ajis02-1542	481	20	12.19	12.19	NUM
ajis02-1542	481	21	411.90	411.90	NUM
ajis02-1542	481	22	±	±	NUM
ajis02-1542	481	23	12.19	12.19	NUM
ajis02-1542	481	24	353.50	353.50	NUM
ajis02-1542	481	25	±	±	NUM
ajis02-1542	481	26	9.51	9.51	NUM
ajis02-1542	481	27	-1250	-1250	NOUN
ajis02-1542	481	28	169.70	169.70	NUM
ajis02-1542	481	29	±	±	NUM
ajis02-1542	481	30	3.67	3.67	NUM
ajis02-1542	481	31	99.80	99.80	NUM
ajis02-1542	481	32	±	±	NUM
ajis02-1542	481	33	2.51	2.51	NUM
ajis02-1542	481	34	99.80	99.80	NUM
ajis02-1542	481	35	±	±	NUM
ajis02-1542	481	36	2.51	2.51	NUM
ajis02-1542	481	37	85.30	85.30	NUM
ajis02-1542	481	38	±	±	NUM
ajis02-1542	481	39	2.30	2.30	NUM
ajis02-1542	481	40	-1500	-1500	NUM
ajis02-1542	481	41	76.70	76.70	NUM
ajis02-1542	481	42	±	±	NUM
ajis02-1542	481	43	4.39	4.39	NUM
ajis02-1542	481	44	41.70	41.70	NUM
ajis02-1542	481	45	±	±	NUM
ajis02-1542	481	46	2.73	2.73	NUM
ajis02-1542	481	47	41.70	41.70	NUM
ajis02-1542	481	48	±	±	NUM
ajis02-1542	481	49	2.73	2.73	NUM
ajis02-1542	481	50	36.50	36.50	NUM
ajis02-1542	481	51	±	±	NUM
ajis02-1542	481	52	2.47	2.47	NUM
ajis02-1542	481	53	-1750	-1750	NOUN
ajis02-1542	481	54	28.50	28.50	NUM
ajis02-1542	481	55	±	±	NUM
ajis02-1542	481	56	3.82	3.82	NUM
ajis02-1542	481	57	16.90	16.90	NUM
ajis02-1542	481	58	±	±	NUM
ajis02-1542	481	59	1.55	1.55	NUM
ajis02-1542	481	60	16.90	16.90	NUM
ajis02-1542	481	61	±	±	NUM
ajis02-1542	481	62	1.55	1.55	NUM
ajis02-1542	481	63	15.60	15.60	NUM
ajis02-1542	481	64	±	±	NUM
ajis02-1542	481	65	1.31	1.31	NUM
ajis02-1542	481	66	-2000	-2000	NUM
ajis02-1542	481	67	2.90	2.90	NUM
ajis02-1542	481	68	±	±	NUM
ajis02-1542	481	69	1.53	1.53	NUM
ajis02-1542	481	70	2.90	2.90	NUM
ajis02-1542	481	71	±	±	NUM
ajis02-1542	481	72	1.53	1.53	NUM
ajis02-1542	481	73	2.90	2.90	NUM
ajis02-1542	481	74	±	±	NUM
ajis02-1542	481	75	1.53	1.53	NUM
ajis02-1542	481	76	2.90	2.90	NUM
ajis02-1542	481	77	±	±	NUM
ajis02-1542	481	78	1.53	1.53	NUM
ajis02-1542	481	79	t40i10d100k	t40i10d100k	X
ajis02-1542	481	80	-2000	-2000	NUM
ajis02-1542	481	81	297056.60	297056.60	NUM
ajis02-1542	481	82	±	±	NUM
ajis02-1542	481	83	16747.78	16747.78	NUM
ajis02-1542	481	84	5477.00	5477.00	NUM
ajis02-1542	481	85	±	±	NUM
ajis02-1542	481	86	211.44	211.44	NUM
ajis02-1542	481	87	5477.00	5477.00	NUM
ajis02-1542	481	88	±	±	NOUN
ajis02-1542	481	89	211.44	211.44	NUM
ajis02-1542	481	90	3675.70	3675.70	NUM
ajis02-1542	481	91	±	±	NUM
ajis02-1542	481	92	133.93	133.93	NUM
ajis02-1542	481	93	-2125	-2125	NOUN
ajis02-1542	481	94	227409.30	227409.30	NUM
ajis02-1542	481	95	±	±	NOUN
ajis02-1542	481	96	30167.75	30167.75	NUM
ajis02-1542	481	97	4165.60	4165.60	NUM
ajis02-1542	481	98	±	±	NUM
ajis02-1542	481	99	181.86	181.86	NUM
ajis02-1542	481	100	4165.60	4165.60	NUM
ajis02-1542	481	101	±	±	NUM
ajis02-1542	481	102	181.86	181.86	NUM
ajis02-1542	481	103	2874.70	2874.70	NUM
ajis02-1542	481	104	±	±	NUM
ajis02-1542	481	105	116.69	116.69	NUM
ajis02-1542	481	106	-2250	-2250	PROPN
ajis02-1542	481	107	80480.40	80480.40	NUM
ajis02-1542	481	108	±	±	NUM
ajis02-1542	481	109	31503.32	31503.32	NUM
ajis02-1542	481	110	3001.90	3001.90	NUM
ajis02-1542	481	111	±	±	NUM
ajis02-1542	481	112	159.61	159.61	NUM
ajis02-1542	481	113	3001.90	3001.90	NUM
ajis02-1542	481	114	±	±	NUM
ajis02-1542	481	115	159.61	159.61	NUM
ajis02-1542	481	116	2195.80	2195.80	NUM
ajis02-1542	481	117	±	±	NUM
ajis02-1542	481	118	93.08	93.08	NUM
ajis02-1542	482	1	-2375	-2375	PROPN
ajis02-1542	482	2	32533.60	32533.60	NUM
ajis02-1542	482	3	±	±	NUM
ajis02-1542	482	4	24486.95	24486.95	NUM
ajis02-1542	482	5	1746.40	1746.40	NUM
ajis02-1542	482	6	±	±	NUM
ajis02-1542	482	7	372.79	372.79	NUM
ajis02-1542	482	8	1746.40	1746.40	NUM
ajis02-1542	482	9	±	±	NUM
ajis02-1542	482	10	372.79	372.79	NUM
ajis02-1542	482	11	1323.10	1323.10	NUM
ajis02-1542	482	12	±	±	NUM
ajis02-1542	482	13	264.55	264.55	NUM
ajis02-1542	482	14	-2500	-2500	NUM
ajis02-1542	482	15	5693.70	5693.70	NUM
ajis02-1542	482	16	±	±	NUM
ajis02-1542	482	17	611.02	611.02	NUM
ajis02-1542	482	18	660.20	660.20	NUM
ajis02-1542	482	19	±	±	NUM
ajis02-1542	482	20	78.37	78.37	NUM
ajis02-1542	482	21	660.20	660.20	NUM
ajis02-1542	482	22	±	±	NUM
ajis02-1542	482	23	78.37	78.37	NUM
ajis02-1542	482	24	528.70	528.70	NUM
ajis02-1542	482	25	±	±	NOUN
ajis02-1542	482	26	69.71	69.71	NUM
ajis02-1542	482	27	-2625	-2625	NOUN
ajis02-1542	482	28	1933.20	1933.20	NUM
ajis02-1542	482	29	±	±	NOUN
ajis02-1542	482	30	631.18	631.18	NUM
ajis02-1542	482	31	341.90	341.90	NUM
ajis02-1542	482	32	±	±	NUM
ajis02-1542	482	33	58.24	58.24	NUM
ajis02-1542	482	34	341.90	341.90	NUM
ajis02-1542	482	35	±	±	NOUN
ajis02-1542	482	36	58.24	58.24	NUM
ajis02-1542	482	37	282.20	282.20	NUM
ajis02-1542	482	38	±	±	NUM
ajis02-1542	482	39	47.46	47.46	NUM
ajis02-1542	482	40	-2750	-2750	PUNCT
ajis02-1542	482	41	615.10	615.10	NUM
ajis02-1542	482	42	±	±	NUM
ajis02-1542	482	43	272.55	272.55	NUM
ajis02-1542	482	44	193.50	193.50	NUM
ajis02-1542	482	45	±	±	NUM
ajis02-1542	482	46	57.87	57.87	NUM
ajis02-1542	482	47	193.50	193.50	NUM
ajis02-1542	482	48	±	±	NUM
ajis02-1542	482	49	57.87	57.87	NUM
ajis02-1542	482	50	172.50	172.50	NUM
ajis02-1542	482	51	±	±	NUM
ajis02-1542	482	52	51.47	51.47	NUM
ajis02-1542	482	53	australasian	australasian	ADJ
ajis02-1542	482	54	journal	journal	NOUN
ajis02-1542	482	55	of	of	ADP
ajis02-1542	482	56	information	information	NOUN
ajis02-1542	482	57	systems	system	NOUN
ajis02-1542	482	58	petersen	petersen	PROPN
ajis02-1542	482	59	,	,	PUNCT
ajis02-1542	482	60	poon	poon	NOUN
ajis02-1542	482	61	j	j	PROPN
ajis02-1542	482	62	,	,	PUNCT
ajis02-1542	482	63	poon	poon	NOUN
ajis02-1542	482	64	s	s	PROPN
ajis02-1542	482	65	&	&	CCONJ
ajis02-1542	482	66	loy	loy	PROPN
ajis02-1542	482	67	2017	2017	NUM
ajis02-1542	482	68	,	,	PUNCT
ajis02-1542	482	69	vol	vol	NOUN
ajis02-1542	482	70	21	21	NUM
ajis02-1542	482	71	,	,	PUNCT
ajis02-1542	482	72	selected	select	VERB
ajis02-1542	482	73	papers	paper	NOUN
ajis02-1542	482	74	from	from	ADP
ajis02-1542	482	75	ausdm	ausdm	NOUN
ajis02-1542	482	76	better	well	ADJ
ajis02-1542	482	77	rulesets	ruleset	NOUN
ajis02-1542	482	78	by	by	ADP
ajis02-1542	482	79	removing	remove	VERB
ajis02-1542	482	80	redundancy	redundancy	NOUN
ajis02-1542	482	81	22	22	NUM
ajis02-1542	482	82	average	average	NOUN
ajis02-1542	482	83	p	p	NOUN
ajis02-1542	482	84	values	value	NOUN
ajis02-1542	482	85	the	the	DET
ajis02-1542	482	86	following	follow	VERB
ajis02-1542	482	87	table	table	NOUN
ajis02-1542	482	88	describes	describe	VERB
ajis02-1542	482	89	the	the	DET
ajis02-1542	482	90	average	average	ADJ
ajis02-1542	482	91	p	p	NOUN
ajis02-1542	482	92	value	value	NOUN
ajis02-1542	482	93	on	on	ADP
ajis02-1542	482	94	hold	hold	VERB
ajis02-1542	482	95	out	out	ADP
ajis02-1542	482	96	data	datum	NOUN
ajis02-1542	482	97	for	for	ADP
ajis02-1542	482	98	rules	rule	NOUN
ajis02-1542	482	99	on	on	ADP
ajis02-1542	482	100	7	7	NUM
ajis02-1542	482	101	data	datum	NOUN
ajis02-1542	482	102	sets	set	NOUN
ajis02-1542	482	103	.	.	PUNCT
ajis02-1542	483	1	results	result	NOUN
ajis02-1542	483	2	were	be	AUX
ajis02-1542	483	3	generated	generate	VERB
ajis02-1542	483	4	across	across	ADP
ajis02-1542	483	5	10	10	NUM
ajis02-1542	483	6	runs	run	NOUN
ajis02-1542	483	7	using	use	VERB
ajis02-1542	483	8	a	a	DET
ajis02-1542	483	9	50/50	50/50	NUM
ajis02-1542	483	10	training	training	NOUN
ajis02-1542	483	11	/	/	SYM
ajis02-1542	483	12	test	test	NOUN
ajis02-1542	483	13	split	split	NOUN
ajis02-1542	483	14	(	(	PUNCT
ajis02-1542	483	15	as	as	SCONJ
ajis02-1542	483	16	described	describe	VERB
ajis02-1542	483	17	in	in	ADP
ajis02-1542	483	18	section	section	NOUN
ajis02-1542	483	19	5.1	5.1	NUM
ajis02-1542	483	20	of	of	ADP
ajis02-1542	483	21	the	the	DET
ajis02-1542	483	22	manuscript	manuscript	NOUN
ajis02-1542	483	23	)	)	PUNCT
ajis02-1542	483	24	.	.	PUNCT
ajis02-1542	484	1	values	value	NOUN
ajis02-1542	484	2	are	be	AUX
ajis02-1542	484	3	reported	report	VERB
ajis02-1542	484	4	with	with	ADP
ajis02-1542	484	5	their	their	PRON
ajis02-1542	484	6	95	95	NUM
ajis02-1542	484	7	%	%	NOUN
ajis02-1542	484	8	confidence	confidence	NOUN
ajis02-1542	484	9	intervals	interval	NOUN
ajis02-1542	484	10	.	.	PUNCT
ajis02-1542	485	1	alpha	alpha	NOUN
ajis02-1542	485	2	value	value	NOUN
ajis02-1542	485	3	is	be	AUX
ajis02-1542	485	4	the	the	DET
ajis02-1542	485	5	goodness	goodness	NOUN
ajis02-1542	485	6	threshold	threshold	NOUN
ajis02-1542	485	7	used	use	VERB
ajis02-1542	485	8	(	(	PUNCT
ajis02-1542	485	9	rules	rule	NOUN
ajis02-1542	485	10	were	be	AUX
ajis02-1542	485	11	evaluated	evaluate	VERB
ajis02-1542	485	12	using	use	VERB
ajis02-1542	485	13	the	the	DET
ajis02-1542	485	14	natural	natural	ADJ
ajis02-1542	485	15	log	log	NOUN
ajis02-1542	485	16	of	of	ADP
ajis02-1542	485	17	fishers	fisher	NOUN
ajis02-1542	485	18	p	p	NOUN
ajis02-1542	485	19	values	value	NOUN
ajis02-1542	485	20	)	)	PUNCT
ajis02-1542	485	21	.	.	PUNCT
ajis02-1542	486	1	dataset	dataset	VERB
ajis02-1542	486	2	α	α	NOUN
ajis02-1542	486	3	no	no	DET
ajis02-1542	486	4	prune	prune	NOUN
ajis02-1542	486	5	classic	classic	ADJ
ajis02-1542	486	6	robust	robust	ADJ
ajis02-1542	486	7	specialisations	specialisation	NOUN
ajis02-1542	486	8	robust	robust	ADJ
ajis02-1542	486	9	(	(	PUNCT
ajis02-1542	486	10	both	both	PRON
ajis02-1542	486	11	)	)	PUNCT
ajis02-1542	486	12	aspergillosis	aspergillosis	PROPN
ajis02-1542	486	13	-50	-50	PUNCT
ajis02-1542	486	14	-57.44	-57.44	PROPN
ajis02-1542	486	15	±	±	NUM
ajis02-1542	486	16	3.85	3.85	NUM
ajis02-1542	486	17	-73.19	-73.19	SYM
ajis02-1542	486	18	±	±	NUM
ajis02-1542	486	19	2.67	2.67	NUM
ajis02-1542	486	20	-73.25	-73.25	PROPN
ajis02-1542	486	21	±	±	NUM
ajis02-1542	486	22	2.64	2.64	NUM
ajis02-1542	486	23	-77.29	-77.29	PROPN
ajis02-1542	486	24	±	±	NUM
ajis02-1542	486	25	2.86	2.86	NUM
ajis02-1542	486	26	-75	-75	PUNCT
ajis02-1542	486	27	-91.80	-91.80	PUNCT
ajis02-1542	486	28	±	±	PROPN
ajis02-1542	486	29	3.04	3.04	NUM
ajis02-1542	486	30	-115.51	-115.51	PROPN
ajis02-1542	486	31	±	±	NUM
ajis02-1542	486	32	2.75	2.75	NUM
ajis02-1542	486	33	-115.36	-115.36	PROPN
ajis02-1542	486	34	±	±	NUM
ajis02-1542	486	35	2.73	2.73	NUM
ajis02-1542	486	36	-121.00	-121.00	PROPN
ajis02-1542	486	37	±	±	NUM
ajis02-1542	486	38	2.09	2.09	NUM
ajis02-1542	486	39	-100	-100	PUNCT
ajis02-1542	487	1	-125.78	-125.78	PROPN
ajis02-1542	487	2	±	±	NOUN
ajis02-1542	488	1	5.52	5.52	NUM
ajis02-1542	488	2	-155.54	-155.54	NOUN
ajis02-1542	488	3	±	±	NUM
ajis02-1542	488	4	9.36	9.36	NUM
ajis02-1542	488	5	-155.37	-155.37	PROPN
ajis02-1542	488	6	±	±	NUM
ajis02-1542	488	7	9.22	9.22	NUM
ajis02-1542	488	8	-165.06	-165.06	PROPN
ajis02-1542	488	9	±	±	NUM
ajis02-1542	488	10	7.93	7.93	NUM
ajis02-1542	488	11	-125	-125	PROPN
ajis02-1542	488	12	-157.39	-157.39	PROPN
ajis02-1542	488	13	±	±	NUM
ajis02-1542	488	14	5.65	5.65	NUM
ajis02-1542	488	15	-206.80	-206.80	PROPN
ajis02-1542	488	16	±	±	NUM
ajis02-1542	488	17	10.15	10.15	NUM
ajis02-1542	488	18	-206.60	-206.60	PROPN
ajis02-1542	488	19	±	±	NUM
ajis02-1542	488	20	10.25	10.25	NUM
ajis02-1542	488	21	-215.07	-215.07	PROPN
ajis02-1542	488	22	±	±	PROPN
ajis02-1542	488	23	9.12	9.12	NUM
ajis02-1542	488	24	-150	-150	NUM
ajis02-1542	488	25	-197.29	-197.29	PROPN
ajis02-1542	488	26	±	±	PROPN
ajis02-1542	488	27	8.45	8.45	NUM
ajis02-1542	488	28	-240.32	-240.32	PROPN
ajis02-1542	488	29	±	±	PROPN
ajis02-1542	488	30	7.31	7.31	NUM
ajis02-1542	488	31	-240.32	-240.32	PROPN
ajis02-1542	488	32	±	±	NUM
ajis02-1542	488	33	7.31	7.31	NUM
ajis02-1542	488	34	-249.13	-249.13	PROPN
ajis02-1542	488	35	±	±	NUM
ajis02-1542	488	36	7.18	7.18	NUM
ajis02-1542	488	37	-175	-175	PROPN
ajis02-1542	488	38	-224.52	-224.52	PROPN
ajis02-1542	488	39	±	±	PROPN
ajis02-1542	488	40	6.51	6.51	NUM
ajis02-1542	488	41	-265.57	-265.57	PROPN
ajis02-1542	488	42	±	±	NUM
ajis02-1542	488	43	7.95	7.95	NUM
ajis02-1542	488	44	-265.10	-265.10	PROPN
ajis02-1542	488	45	±	±	NUM
ajis02-1542	488	46	7.75	7.75	NUM
ajis02-1542	488	47	-273.72	-273.72	PROPN
ajis02-1542	488	48	±	±	NUM
ajis02-1542	488	49	8.71	8.71	NUM
ajis02-1542	488	50	-200	-200	PROPN
ajis02-1542	488	51	-259.87	-259.87	PROPN
ajis02-1542	488	52	±	±	NUM
ajis02-1542	488	53	11.65	11.65	NUM
ajis02-1542	488	54	-297.70	-297.70	PROPN
ajis02-1542	488	55	±	±	NUM
ajis02-1542	488	56	13.49	13.49	NUM
ajis02-1542	488	57	-296.33	-296.33	PROPN
ajis02-1542	488	58	±	±	NUM
ajis02-1542	488	59	14.14	14.14	NUM
ajis02-1542	488	60	-304.60	-304.60	PROPN
ajis02-1542	488	61	±	±	NUM
ajis02-1542	488	62	11.22	11.22	NUM
ajis02-1542	488	63	diabetes	diabetes	NOUN
ajis02-1542	488	64	-15	-15	PUNCT
ajis02-1542	488	65	-12.17	-12.17	PROPN
ajis02-1542	488	66	±	±	NUM
ajis02-1542	488	67	1.72	1.72	NUM
ajis02-1542	488	68	-16.78	-16.78	NUM
ajis02-1542	488	69	±	±	NUM
ajis02-1542	488	70	0.90	0.90	NUM
ajis02-1542	488	71	-15.30	-15.30	SYM
ajis02-1542	488	72	±	±	PROPN
ajis02-1542	488	73	1.28	1.28	NUM
ajis02-1542	488	74	-17.67	-17.67	SYM
ajis02-1542	488	75	±	±	NUM
ajis02-1542	488	76	1.39	1.39	NUM
ajis02-1542	488	77	-20	-20	PUNCT
ajis02-1542	488	78	-18.97	-18.97	PROPN
ajis02-1542	488	79	±	±	NOUN
ajis02-1542	488	80	2.38	2.38	NUM
ajis02-1542	488	81	-26.30	-26.30	X
ajis02-1542	488	82	±	±	NUM
ajis02-1542	488	83	1.74	1.74	NUM
ajis02-1542	488	84	-24.48	-24.48	PROPN
ajis02-1542	488	85	±	±	NUM
ajis02-1542	488	86	1.91	1.91	NUM
ajis02-1542	488	87	-27.65	-27.65	X
ajis02-1542	488	88	±	±	NUM
ajis02-1542	488	89	2.27	2.27	NUM
ajis02-1542	488	90	-25	-25	SYM
ajis02-1542	488	91	-30.79	-30.79	PROPN
ajis02-1542	488	92	±	±	NUM
ajis02-1542	488	93	1.34	1.34	NUM
ajis02-1542	488	94	-36.92	-36.92	SYM
ajis02-1542	488	95	±	±	NUM
ajis02-1542	488	96	1.58	1.58	NUM
ajis02-1542	488	97	-35.67	-35.67	PUNCT
ajis02-1542	488	98	±	±	NUM
ajis02-1542	488	99	1.53	1.53	NUM
ajis02-1542	488	100	-39.42	-39.42	X
ajis02-1542	488	101	±	±	NUM
ajis02-1542	488	102	1.54	1.54	NUM
ajis02-1542	488	103	-30	-30	PUNCT
ajis02-1542	488	104	-35.59	-35.59	PROPN
ajis02-1542	488	105	±	±	NUM
ajis02-1542	488	106	2.38	2.38	NUM
ajis02-1542	488	107	-43.34	-43.34	NOUN
ajis02-1542	488	108	±	±	NOUN
ajis02-1542	488	109	2.05	2.05	NUM
ajis02-1542	488	110	-43.11	-43.11	SYM
ajis02-1542	488	111	±	±	NUM
ajis02-1542	488	112	2.05	2.05	NUM
ajis02-1542	488	113	-47.00	-47.00	PROPN
ajis02-1542	488	114	±	±	NUM
ajis02-1542	488	115	2.27	2.27	NUM
ajis02-1542	488	116	-35	-35	PUNCT
ajis02-1542	488	117	-44.02	-44.02	PUNCT
ajis02-1542	488	118	±	±	NUM
ajis02-1542	488	119	1.78	1.78	NUM
ajis02-1542	488	120	-50.70	-50.70	SYM
ajis02-1542	488	121	±	±	NUM
ajis02-1542	488	122	1.22	1.22	NUM
ajis02-1542	488	123	-50.44	-50.44	PROPN
ajis02-1542	488	124	±	±	NUM
ajis02-1542	488	125	1.18	1.18	NUM
ajis02-1542	488	126	-54.14	-54.14	SYM
ajis02-1542	488	127	±	±	NUM
ajis02-1542	488	128	1.27	1.27	NUM
ajis02-1542	488	129	-40	-40	PROPN
ajis02-1542	488	130	-48.68	-48.68	PROPN
ajis02-1542	488	131	±	±	NUM
ajis02-1542	488	132	2.62	2.62	NUM
ajis02-1542	488	133	-55.41	-55.41	X
ajis02-1542	488	134	±	±	NUM
ajis02-1542	488	135	2.06	2.06	NUM
ajis02-1542	488	136	-55.15	-55.15	SYM
ajis02-1542	488	137	±	±	NUM
ajis02-1542	488	138	2.07	2.07	NUM
ajis02-1542	488	139	-58.88	-58.88	PROPN
ajis02-1542	488	140	±	±	NUM
ajis02-1542	488	141	1.94	1.94	NUM
ajis02-1542	488	142	-45	-45	SYM
ajis02-1542	488	143	-56.41	-56.41	X
ajis02-1542	488	144	±	±	NUM
ajis02-1542	488	145	3.62	3.62	NUM
ajis02-1542	488	146	-62.17	-62.17	X
ajis02-1542	488	147	±	±	NUM
ajis02-1542	488	148	4.00	4.00	NUM
ajis02-1542	488	149	-62.14	-62.14	PUNCT
ajis02-1542	488	150	±	±	NUM
ajis02-1542	488	151	4.01	4.01	NUM
ajis02-1542	488	152	-66.32	-66.32	NUM
ajis02-1542	488	153	±	±	NOUN
ajis02-1542	488	154	4.32	4.32	NUM
ajis02-1542	488	155	fertility	fertility	NOUN
ajis02-1542	488	156	-15	-15	PUNCT
ajis02-1542	488	157	-14.63	-14.63	PROPN
ajis02-1542	488	158	±	±	NUM
ajis02-1542	488	159	1.86	1.86	NUM
ajis02-1542	488	160	-20.65	-20.65	PROPN
ajis02-1542	488	161	±	±	NUM
ajis02-1542	488	162	1.35	1.35	NUM
ajis02-1542	488	163	-20.18	-20.18	SYM
ajis02-1542	488	164	±	±	NUM
ajis02-1542	488	165	1.29	1.29	NUM
ajis02-1542	488	166	-21.54	-21.54	PUNCT
ajis02-1542	488	167	±	±	NUM
ajis02-1542	488	168	1.23	1.23	NUM
ajis02-1542	488	169	-20	-20	PUNCT
ajis02-1542	488	170	-19.21	-19.21	PROPN
ajis02-1542	488	171	±	±	NUM
ajis02-1542	488	172	3.37	3.37	NUM
ajis02-1542	488	173	-33.41	-33.41	PROPN
ajis02-1542	488	174	±	±	NUM
ajis02-1542	488	175	3.24	3.24	NUM
ajis02-1542	488	176	-33.00	-33.00	PUNCT
ajis02-1542	488	177	±	±	NUM
ajis02-1542	488	178	3.06	3.06	NUM
ajis02-1542	488	179	-34.13	-34.13	SYM
ajis02-1542	488	180	±	±	NUM
ajis02-1542	488	181	3.22	3.22	NUM
ajis02-1542	488	182	-25	-25	SYM
ajis02-1542	488	183	-29.80	-29.80	PROPN
ajis02-1542	488	184	±	±	PROPN
ajis02-1542	488	185	3.75	3.75	NUM
ajis02-1542	488	186	-43.14	-43.14	PROPN
ajis02-1542	488	187	±	±	NUM
ajis02-1542	488	188	3.31	3.31	NUM
ajis02-1542	488	189	-42.84	-42.84	PUNCT
ajis02-1542	488	190	±	±	NUM
ajis02-1542	488	191	3.30	3.30	NUM
ajis02-1542	488	192	-42.72	-42.72	PUNCT
ajis02-1542	488	193	±	±	PROPN
ajis02-1542	488	194	3.14	3.14	NUM
ajis02-1542	488	195	-30	-30	PUNCT
ajis02-1542	488	196	-34.94	-34.94	PROPN
ajis02-1542	488	197	±	±	NUM
ajis02-1542	488	198	3.51	3.51	NUM
ajis02-1542	488	199	-54.64	-54.64	SYM
ajis02-1542	488	200	±	±	NUM
ajis02-1542	488	201	3.28	3.28	NUM
ajis02-1542	488	202	-54.49	-54.49	PROPN
ajis02-1542	488	203	±	±	NUM
ajis02-1542	488	204	3.30	3.30	NUM
ajis02-1542	488	205	-55.67	-55.67	SYM
ajis02-1542	488	206	±	±	NUM
ajis02-1542	488	207	2.92	2.92	NUM
ajis02-1542	488	208	-35	-35	PUNCT
ajis02-1542	488	209	-38.45	-38.45	X
ajis02-1542	488	210	±	±	NUM
ajis02-1542	488	211	4.19	4.19	NUM
ajis02-1542	488	212	-56.66	-56.66	SYM
ajis02-1542	488	213	±	±	NUM
ajis02-1542	488	214	4.09	4.09	NUM
ajis02-1542	488	215	-56.55	-56.55	PROPN
ajis02-1542	488	216	±	±	NUM
ajis02-1542	488	217	4.10	4.10	NUM
ajis02-1542	488	218	-57.15	-57.15	SYM
ajis02-1542	488	219	±	±	NUM
ajis02-1542	488	220	4.08	4.08	NUM
ajis02-1542	488	221	-40	-40	PUNCT
ajis02-1542	488	222	-44.74	-44.74	PUNCT
ajis02-1542	488	223	±	±	PROPN
ajis02-1542	488	224	5.33	5.33	NUM
ajis02-1542	488	225	-62.70	-62.70	PROPN
ajis02-1542	488	226	±	±	NUM
ajis02-1542	488	227	6.00	6.00	NUM
ajis02-1542	488	228	-62.55	-62.55	PROPN
ajis02-1542	488	229	±	±	NOUN
ajis02-1542	488	230	5.92	5.92	NUM
ajis02-1542	488	231	-63.21	-63.21	PROPN
ajis02-1542	488	232	±	±	NUM
ajis02-1542	488	233	5.56	5.56	NUM
ajis02-1542	488	234	-45	-45	PUNCT
ajis02-1542	488	235	-50.15	-50.15	PROPN
ajis02-1542	488	236	±	±	NUM
ajis02-1542	488	237	3.88	3.88	NUM
ajis02-1542	488	238	-66.96	-66.96	SYM
ajis02-1542	488	239	±	±	NUM
ajis02-1542	488	240	5.25	5.25	NUM
ajis02-1542	488	241	-66.92	-66.92	SYM
ajis02-1542	488	242	±	±	NUM
ajis02-1542	488	243	5.28	5.28	NUM
ajis02-1542	488	244	-66.96	-66.96	SYM
ajis02-1542	488	245	±	±	NUM
ajis02-1542	488	246	5.36	5.36	NUM
ajis02-1542	488	247	insomnia	insomnia	NOUN
ajis02-1542	488	248	-15	-15	PUNCT
ajis02-1542	488	249	-10.67	-10.67	PROPN
ajis02-1542	488	250	±	±	NUM
ajis02-1542	488	251	1.41	1.41	NUM
ajis02-1542	488	252	-13.27	-13.27	PUNCT
ajis02-1542	488	253	±	±	PROPN
ajis02-1542	488	254	0.74	0.74	NUM
ajis02-1542	488	255	-12.83	-12.83	PUNCT
ajis02-1542	488	256	±	±	NUM
ajis02-1542	488	257	0.80	0.80	NUM
ajis02-1542	488	258	-13.05	-13.05	PROPN
ajis02-1542	488	259	±	±	NUM
ajis02-1542	488	260	0.72	0.72	NUM
ajis02-1542	488	261	-20	-20	NUM
ajis02-1542	488	262	-16.50	-16.50	PROPN
ajis02-1542	488	263	±	±	NUM
ajis02-1542	488	264	2.50	2.50	NUM
ajis02-1542	488	265	-18.77	-18.77	PUNCT
ajis02-1542	488	266	±	±	NUM
ajis02-1542	488	267	1.76	1.76	NUM
ajis02-1542	488	268	-18.68	-18.68	PROPN
ajis02-1542	488	269	±	±	NUM
ajis02-1542	488	270	1.75	1.75	NUM
ajis02-1542	488	271	-18.61	-18.61	ADJ
ajis02-1542	488	272	±	±	NUM
ajis02-1542	488	273	1.78	1.78	NUM
ajis02-1542	488	274	-25	-25	SYM
ajis02-1542	488	275	-24.19	-24.19	PROPN
ajis02-1542	488	276	±	±	NUM
ajis02-1542	488	277	3.16	3.16	NUM
ajis02-1542	488	278	-24.32	-24.32	SYM
ajis02-1542	488	279	±	±	NUM
ajis02-1542	488	280	1.88	1.88	NUM
ajis02-1542	488	281	-24.58	-24.58	X
ajis02-1542	488	282	±	±	NUM
ajis02-1542	488	283	1.97	1.97	NUM
ajis02-1542	488	284	-24.39	-24.39	PROPN
ajis02-1542	488	285	±	±	NUM
ajis02-1542	488	286	2.06	2.06	NUM
ajis02-1542	488	287	-30	-30	PUNCT
ajis02-1542	488	288	-31.51	-31.51	X
ajis02-1542	488	289	±	±	NUM
ajis02-1542	488	290	1.70	1.70	NUM
ajis02-1542	488	291	-30.45	-30.45	PUNCT
ajis02-1542	488	292	±	±	X
ajis02-1542	488	293	1.52	1.52	NUM
ajis02-1542	488	294	-30.45	-30.45	PUNCT
ajis02-1542	488	295	±	±	NUM
ajis02-1542	488	296	1.64	1.64	NUM
ajis02-1542	488	297	-30.64	-30.64	NUM
ajis02-1542	488	298	±	±	NUM
ajis02-1542	488	299	1.62	1.62	NUM
ajis02-1542	488	300	-35	-35	PUNCT
ajis02-1542	488	301	-35.02	-35.02	PROPN
ajis02-1542	488	302	±	±	NUM
ajis02-1542	488	303	3.08	3.08	NUM
ajis02-1542	488	304	-33.93	-33.93	PROPN
ajis02-1542	488	305	±	±	NUM
ajis02-1542	488	306	2.99	2.99	NUM
ajis02-1542	488	307	-34.37	-34.37	PROPN
ajis02-1542	488	308	±	±	NUM
ajis02-1542	488	309	3.04	3.04	NUM
ajis02-1542	488	310	-35.13	-35.13	PUNCT
ajis02-1542	488	311	±	±	NUM
ajis02-1542	488	312	3.09	3.09	NUM
ajis02-1542	488	313	-40	-40	PROPN
ajis02-1542	488	314	-44.25	-44.25	PROPN
ajis02-1542	488	315	±	±	NUM
ajis02-1542	488	316	4.01	4.01	NUM
ajis02-1542	488	317	-41.28	-41.28	SYM
ajis02-1542	488	318	±	±	NUM
ajis02-1542	488	319	2.06	2.06	NUM
ajis02-1542	488	320	-40.81	-40.81	SYM
ajis02-1542	488	321	±	±	NUM
ajis02-1542	488	322	2.88	2.88	NUM
ajis02-1542	488	323	-42.70	-42.70	NUM
ajis02-1542	488	324	±	±	NUM
ajis02-1542	488	325	2.77	2.77	NUM
ajis02-1542	488	326	-45	-45	PUNCT
ajis02-1542	488	327	-57.66	-57.66	X
ajis02-1542	488	328	±	±	NOUN
ajis02-1542	488	329	5.25	5.25	NUM
ajis02-1542	488	330	-55.98	-55.98	PUNCT
ajis02-1542	488	331	±	±	NUM
ajis02-1542	488	332	6.25	6.25	NUM
ajis02-1542	488	333	-55.34	-55.34	PROPN
ajis02-1542	488	334	±	±	NUM
ajis02-1542	488	335	6.45	6.45	NUM
ajis02-1542	488	336	-58.16	-58.16	PUNCT
ajis02-1542	488	337	±	±	NUM
ajis02-1542	488	338	7.72	7.72	NUM
ajis02-1542	488	339	mushroom	mushroom	NOUN
ajis02-1542	488	340	-1250	-1250	PROPN
ajis02-1542	488	341	-1542.40	-1542.40	PROPN
ajis02-1542	488	342	±	±	PROPN
ajis02-1542	488	343	8.59	8.59	NUM
ajis02-1542	488	344	-1604.50	-1604.50	PROPN
ajis02-1542	488	345	±	±	NUM
ajis02-1542	488	346	9.79	9.79	NUM
ajis02-1542	488	347	-1535.21	-1535.21	PROPN
ajis02-1542	488	348	±	±	NUM
ajis02-1542	488	349	8.13	8.13	NUM
ajis02-1542	488	350	-1622.80	-1622.80	PROPN
ajis02-1542	488	351	±	±	NUM
ajis02-1542	488	352	9.53	9.53	NUM
ajis02-1542	488	353	-1375	-1375	PROPN
ajis02-1542	488	354	-1674.28	-1674.28	PROPN
ajis02-1542	488	355	±	±	NUM
ajis02-1542	488	356	39.12	39.12	NUM
ajis02-1542	488	357	-1700.65	-1700.65	PROPN
ajis02-1542	488	358	±	±	NUM
ajis02-1542	488	359	14.68	14.68	NUM
ajis02-1542	488	360	-1676.63	-1676.63	PRON
ajis02-1542	488	361	±	±	NUM
ajis02-1542	488	362	14.71	14.71	NUM
ajis02-1542	488	363	-1733.22	-1733.22	NUM
ajis02-1542	488	364	±	±	NUM
ajis02-1542	488	365	20.36	20.36	NUM
ajis02-1542	488	366	-1500	-1500	NUM
ajis02-1542	488	367	-1853.86	-1853.86	PROPN
ajis02-1542	488	368	±	±	PROPN
ajis02-1542	488	369	17.29	17.29	NUM
ajis02-1542	488	370	-1793.91	-1793.91	PROPN
ajis02-1542	488	371	±	±	NUM
ajis02-1542	488	372	19.56	19.56	NUM
ajis02-1542	488	373	-1787.94	-1787.94	PROPN
ajis02-1542	488	374	±	±	NUM
ajis02-1542	488	375	19.16	19.16	NUM
ajis02-1542	488	376	-1842.73	-1842.73	NUM
ajis02-1542	488	377	±	±	NUM
ajis02-1542	488	378	17.71	17.71	NUM
ajis02-1542	488	379	-1625	-1625	NOUN
ajis02-1542	488	380	-1860.36	-1860.36	NUM
ajis02-1542	488	381	±	±	NUM
ajis02-1542	488	382	11.36	11.36	NUM
ajis02-1542	488	383	-1843.53	-1843.53	NUM
ajis02-1542	488	384	±	±	NUM
ajis02-1542	488	385	10.95	10.95	NUM
ajis02-1542	488	386	-1840.13	-1840.13	NUM
ajis02-1542	488	387	±	±	NUM
ajis02-1542	488	388	11.21	11.21	NUM
ajis02-1542	488	389	-1869.33	-1869.33	NOUN
ajis02-1542	488	390	±	±	NUM
ajis02-1542	488	391	10.59	10.59	NUM
ajis02-1542	488	392	-1750	-1750	PROPN
ajis02-1542	488	393	-1886.27	-1886.27	PROPN
ajis02-1542	488	394	±	±	PROPN
ajis02-1542	488	395	24.84	24.84	NUM
ajis02-1542	488	396	-1903.90	-1903.90	NUM
ajis02-1542	488	397	±	±	NUM
ajis02-1542	488	398	8.54	8.54	NUM
ajis02-1542	488	399	-1904.92	-1904.92	NUM
ajis02-1542	488	400	±	±	NUM
ajis02-1542	488	401	8.53	8.53	NUM
ajis02-1542	488	402	-1915.04	-1915.04	PROPN
ajis02-1542	488	403	±	±	NUM
ajis02-1542	488	404	9.57	9.57	NUM
ajis02-1542	488	405	-1875	-1875	PROPN
ajis02-1542	488	406	-2058.56	-2058.56	PROPN
ajis02-1542	488	407	±	±	PROPN
ajis02-1542	488	408	15.00	15.00	NUM
ajis02-1542	488	409	-1996.28	-1996.28	NUM
ajis02-1542	488	410	±	±	NUM
ajis02-1542	488	411	15.97	15.97	NUM
ajis02-1542	488	412	-1997.05	-1997.05	PROPN
ajis02-1542	488	413	±	±	NUM
ajis02-1542	488	414	15.92	15.92	NUM
ajis02-1542	488	415	-2016.88	-2016.88	NUM
ajis02-1542	488	416	±	±	NUM
ajis02-1542	488	417	13.73	13.73	NUM
ajis02-1542	488	418	-2000	-2000	PROPN
ajis02-1542	488	419	-2064.61	-2064.61	PROPN
ajis02-1542	488	420	±	±	NUM
ajis02-1542	488	421	13.26	13.26	NUM
ajis02-1542	488	422	-2040.31	-2040.31	NUM
ajis02-1542	488	423	±	±	NUM
ajis02-1542	488	424	15.01	15.01	NUM
ajis02-1542	488	425	-2040.44	-2040.44	PROPN
ajis02-1542	488	426	±	±	NUM
ajis02-1542	488	427	14.65	14.65	NUM
ajis02-1542	488	428	-2044.43	-2044.43	NUM
ajis02-1542	488	429	±	±	NUM
ajis02-1542	488	430	13.54	13.54	NUM
ajis02-1542	488	431	t10i4d100k	t10i4d100k	NOUN
ajis02-1542	488	432	-500	-500	NUM
ajis02-1542	488	433	-654.97	-654.97	PROPN
ajis02-1542	488	434	±	±	NOUN
ajis02-1542	488	435	3.75	3.75	NUM
ajis02-1542	488	436	-677.78	-677.78	PROPN
ajis02-1542	488	437	±	±	NUM
ajis02-1542	488	438	2.91	2.91	NUM
ajis02-1542	488	439	-677.78	-677.78	PROPN
ajis02-1542	488	440	±	±	NUM
ajis02-1542	488	441	2.91	2.91	NUM
ajis02-1542	488	442	-691.13	-691.13	SYM
ajis02-1542	488	443	±	±	NUM
ajis02-1542	488	444	3.47	3.47	NUM
ajis02-1542	488	445	-750	-750	PROPN
ajis02-1542	488	446	-901.33	-901.33	PROPN
ajis02-1542	488	447	±	±	NUM
ajis02-1542	488	448	7.01	7.01	NUM
ajis02-1542	488	449	-923.40	-923.40	PROPN
ajis02-1542	488	450	±	±	PROPN
ajis02-1542	488	451	5.67	5.67	NUM
ajis02-1542	488	452	-923.40	-923.40	PROPN
ajis02-1542	488	453	±	±	PROPN
ajis02-1542	488	454	5.67	5.67	NUM
ajis02-1542	488	455	-934.32	-934.32	PROPN
ajis02-1542	488	456	±	±	NUM
ajis02-1542	488	457	6.11	6.11	NUM
ajis02-1542	488	458	-1000	-1000	NUM
ajis02-1542	488	459	-1155.35	-1155.35	NUM
ajis02-1542	488	460	±	±	NUM
ajis02-1542	488	461	11.23	11.23	NUM
ajis02-1542	488	462	-1171.87	-1171.87	NUM
ajis02-1542	488	463	±	±	NUM
ajis02-1542	488	464	9.15	9.15	NUM
ajis02-1542	488	465	-1171.87	-1171.87	PUNCT
ajis02-1542	488	466	±	±	NUM
ajis02-1542	488	467	9.15	9.15	NUM
ajis02-1542	488	468	-1174.81	-1174.81	NUM
ajis02-1542	488	469	±	±	NUM
ajis02-1542	488	470	8.79	8.79	NUM
ajis02-1542	488	471	-1250	-1250	NOUN
ajis02-1542	488	472	-1496.84	-1496.84	ADP
ajis02-1542	488	473	±	±	NUM
ajis02-1542	488	474	15.98	15.98	NUM
ajis02-1542	488	475	-1489.76	-1489.76	PROPN
ajis02-1542	488	476	±	±	NUM
ajis02-1542	488	477	14.07	14.07	NUM
ajis02-1542	488	478	-1489.76	-1489.76	PROPN
ajis02-1542	488	479	±	±	NUM
ajis02-1542	488	480	14.07	14.07	NUM
ajis02-1542	488	481	-1497.53	-1497.53	PROPN
ajis02-1542	488	482	±	±	PROPN
ajis02-1542	488	483	14.53	14.53	NUM
ajis02-1542	488	484	-1500	-1500	NUM
ajis02-1542	488	485	-1679.61	-1679.61	PROPN
ajis02-1542	488	486	±	±	NUM
ajis02-1542	488	487	30.62	30.62	NUM
ajis02-1542	488	488	-1690.91	-1690.91	NOUN
ajis02-1542	488	489	±	±	NUM
ajis02-1542	488	490	30.69	30.69	NUM
ajis02-1542	488	491	-1690.91	-1690.91	NUM
ajis02-1542	488	492	±	±	NUM
ajis02-1542	488	493	30.69	30.69	NUM
ajis02-1542	488	494	-1702.46	-1702.46	NUM
ajis02-1542	488	495	±	±	NUM
ajis02-1542	488	496	30.36	30.36	NUM
ajis02-1542	488	497	-1750	-1750	NOUN
ajis02-1542	488	498	-1839.38	-1839.38	PROPN
ajis02-1542	488	499	±	±	PROPN
ajis02-1542	488	500	44.39	44.39	NUM
ajis02-1542	488	501	-1865.57	-1865.57	PROPN
ajis02-1542	488	502	±	±	NUM
ajis02-1542	488	503	41.17	41.17	NUM
ajis02-1542	488	504	-1865.57	-1865.57	PROPN
ajis02-1542	488	505	±	±	NUM
ajis02-1542	488	506	41.17	41.17	NUM
ajis02-1542	488	507	-1869.08	-1869.08	PROPN
ajis02-1542	488	508	±	±	NUM
ajis02-1542	488	509	40.72	40.72	NUM
ajis02-1542	488	510	t40i10d100k	t40i10d100k	X
ajis02-1542	488	511	-2000	-2000	PROPN
ajis02-1542	488	512	-2205.18	-2205.18	X
ajis02-1542	488	513	±	±	PROPN
ajis02-1542	488	514	32.30	32.30	NUM
ajis02-1542	488	515	-2282.00	-2282.00	PROPN
ajis02-1542	488	516	±	±	PROPN
ajis02-1542	488	517	17.71	17.71	NUM
ajis02-1542	488	518	-2282.00	-2282.00	PROPN
ajis02-1542	488	519	±	±	NUM
ajis02-1542	488	520	17.71	17.71	NUM
ajis02-1542	488	521	-2302.10	-2302.10	PROPN
ajis02-1542	488	522	±	±	NUM
ajis02-1542	488	523	18.75	18.75	NUM
ajis02-1542	488	524	-2125	-2125	NOUN
ajis02-1542	488	525	-2201.06	-2201.06	PROPN
ajis02-1542	488	526	±	±	NUM
ajis02-1542	488	527	42.97	42.97	NUM
ajis02-1542	488	528	-2339.99	-2339.99	PROPN
ajis02-1542	488	529	±	±	NOUN
ajis02-1542	488	530	33.51	33.51	NUM
ajis02-1542	488	531	-2339.99	-2339.99	PROPN
ajis02-1542	488	532	±	±	NUM
ajis02-1542	488	533	33.51	33.51	NUM
ajis02-1542	488	534	-2360.88	-2360.88	NUM
ajis02-1542	488	535	±	±	NUM
ajis02-1542	488	536	33.30	33.30	NUM
ajis02-1542	488	537	-2250	-2250	PROPN
ajis02-1542	488	538	-2305.75	-2305.75	PROPN
ajis02-1542	488	539	±	±	PROPN
ajis02-1542	488	540	57.95	57.95	NUM
ajis02-1542	488	541	-2408.56	-2408.56	NUM
ajis02-1542	488	542	±	±	NUM
ajis02-1542	488	543	28.13	28.13	NUM
ajis02-1542	488	544	-2408.56	-2408.56	X
ajis02-1542	488	545	±	±	PROPN
ajis02-1542	488	546	28.13	28.13	NUM
ajis02-1542	488	547	-2423.45	-2423.45	PROPN
ajis02-1542	488	548	±	±	PROPN
ajis02-1542	488	549	26.10	26.10	NUM
ajis02-1542	488	550	-2375	-2375	PROPN
ajis02-1542	488	551	-2410.26	-2410.26	DET
ajis02-1542	488	552	±	±	PROPN
ajis02-1542	488	553	100.15	100.15	NUM
ajis02-1542	488	554	-2470.00	-2470.00	PUNCT
ajis02-1542	488	555	±	±	PROPN
ajis02-1542	488	556	58.98	58.98	NUM
ajis02-1542	488	557	-2470.00	-2470.00	PUNCT
ajis02-1542	488	558	±	±	PROPN
ajis02-1542	488	559	58.98	58.98	NUM
ajis02-1542	488	560	-2481.85	-2481.85	NUM
ajis02-1542	488	561	±	±	NOUN
ajis02-1542	488	562	56.55	56.55	NUM
ajis02-1542	488	563	-2500	-2500	NOUN
ajis02-1542	488	564	-2585.09	-2585.09	NUM
ajis02-1542	488	565	±	±	NUM
ajis02-1542	488	566	42.48	42.48	NUM
ajis02-1542	488	567	-2621.87	-2621.87	NUM
ajis02-1542	488	568	±	±	NUM
ajis02-1542	488	569	51.48	51.48	NUM
ajis02-1542	488	570	-2621.87	-2621.87	NUM
ajis02-1542	488	571	±	±	PROPN
ajis02-1542	488	572	51.48	51.48	NUM
ajis02-1542	488	573	-2631.06	-2631.06	NUM
ajis02-1542	488	574	±	±	NUM
ajis02-1542	488	575	52.50	52.50	NUM
ajis02-1542	488	576	-2625	-2625	NOUN
ajis02-1542	488	577	-2691.38	-2691.38	PROPN
ajis02-1542	488	578	±	±	NUM
ajis02-1542	488	579	36.23	36.23	NUM
ajis02-1542	488	580	-2748.60	-2748.60	PROPN
ajis02-1542	488	581	±	±	PROPN
ajis02-1542	488	582	26.65	26.65	NUM
ajis02-1542	488	583	-2748.60	-2748.60	PROPN
ajis02-1542	488	584	±	±	PROPN
ajis02-1542	488	585	26.65	26.65	NUM
ajis02-1542	488	586	-2756.40	-2756.40	PRON
ajis02-1542	488	587	±	±	PROPN
ajis02-1542	488	588	25.11	25.11	NUM
ajis02-1542	488	589	-2750	-2750	PROPN
ajis02-1542	488	590	-2686.73	-2686.73	PROPN
ajis02-1542	488	591	±	±	NUM
ajis02-1542	488	592	40.39	40.39	NUM
ajis02-1542	488	593	-2706.56	-2706.56	NUM
ajis02-1542	488	594	±	±	NOUN
ajis02-1542	488	595	33.16	33.16	NUM
ajis02-1542	488	596	-2706.56	-2706.56	NUM
ajis02-1542	488	597	±	±	NOUN
ajis02-1542	488	598	33.16	33.16	NUM
ajis02-1542	488	599	-2710.19	-2710.19	NUM
ajis02-1542	488	600	±	±	NUM
ajis02-1542	488	601	33.49	33.49	NUM
ajis02-1542	488	602	australasian	australasian	ADJ
ajis02-1542	488	603	journal	journal	NOUN
ajis02-1542	488	604	of	of	ADP
ajis02-1542	488	605	information	information	NOUN
ajis02-1542	488	606	systems	system	NOUN
ajis02-1542	488	607	petersen	petersen	PROPN
ajis02-1542	488	608	,	,	PUNCT
ajis02-1542	488	609	poon	poon	NOUN
ajis02-1542	488	610	j	j	PROPN
ajis02-1542	488	611	,	,	PUNCT
ajis02-1542	488	612	poon	poon	NOUN
ajis02-1542	488	613	s	s	PROPN
ajis02-1542	488	614	&	&	CCONJ
ajis02-1542	488	615	loy	loy	PROPN
ajis02-1542	488	616	2017	2017	NUM
ajis02-1542	488	617	,	,	PUNCT
ajis02-1542	488	618	vol	vol	NOUN
ajis02-1542	488	619	21	21	NUM
ajis02-1542	488	620	,	,	PUNCT
ajis02-1542	488	621	selected	select	VERB
ajis02-1542	488	622	papers	paper	NOUN
ajis02-1542	488	623	from	from	ADP
ajis02-1542	488	624	ausdm	ausdm	NOUN
ajis02-1542	488	625	better	well	ADJ
ajis02-1542	488	626	rulesets	ruleset	NOUN
ajis02-1542	488	627	by	by	ADP
ajis02-1542	488	628	removing	remove	VERB
ajis02-1542	488	629	redundancy	redundancy	NOUN
ajis02-1542	488	630	23	23	NUM
ajis02-1542	488	631	search	search	NOUN
ajis02-1542	488	632	time	time	NOUN
ajis02-1542	488	633	average	average	ADJ
ajis02-1542	488	634	search	search	NOUN
ajis02-1542	488	635	time	time	NOUN
ajis02-1542	488	636	(	(	PUNCT
ajis02-1542	488	637	measured	measure	VERB
ajis02-1542	488	638	in	in	ADP
ajis02-1542	488	639	seconds	second	NOUN
ajis02-1542	488	640	)	)	PUNCT
ajis02-1542	488	641	vs.	vs.	ADP
ajis02-1542	488	642	goodness	goodness	NOUN
ajis02-1542	488	643	threshold	threshold	NOUN
ajis02-1542	488	644	(	(	PUNCT
ajis02-1542	488	645	natural	natural	ADJ
ajis02-1542	488	646	log	log	NOUN
ajis02-1542	488	647	of	of	ADP
ajis02-1542	488	648	fishers	fisher	NOUN
ajis02-1542	488	649	p	p	NOUN
ajis02-1542	488	650	)	)	PUNCT
ajis02-1542	488	651	for	for	ADP
ajis02-1542	488	652	7	7	NUM
ajis02-1542	488	653	data	datum	NOUN
ajis02-1542	488	654	sets	set	NOUN
ajis02-1542	488	655	.	.	PUNCT
ajis02-1542	489	1	number	number	NOUN
ajis02-1542	489	2	of	of	ADP
ajis02-1542	489	3	search	search	NOUN
ajis02-1542	489	4	nodes	node	NOUN
ajis02-1542	489	5	number	number	NOUN
ajis02-1542	489	6	of	of	ADP
ajis02-1542	489	7	search	search	NOUN
ajis02-1542	489	8	nodes	node	NOUN
ajis02-1542	489	9	generated	generate	VERB
ajis02-1542	489	10	vs.	vs.	ADP
ajis02-1542	489	11	goodness	goodness	NOUN
ajis02-1542	489	12	threshold	threshold	NOUN
ajis02-1542	489	13	(	(	PUNCT
ajis02-1542	489	14	natural	natural	ADJ
ajis02-1542	489	15	log	log	NOUN
ajis02-1542	489	16	of	of	ADP
ajis02-1542	489	17	fishers	fisher	NOUN
ajis02-1542	489	18	p	p	NOUN
ajis02-1542	489	19	)	)	PUNCT
ajis02-1542	489	20	for	for	ADP
ajis02-1542	489	21	7	7	NUM
ajis02-1542	489	22	data	datum	NOUN
ajis02-1542	489	23	sets	set	NOUN
ajis02-1542	489	24	.	.	PUNCT
ajis02-1542	490	1	australasian	australasian	ADJ
ajis02-1542	490	2	journal	journal	NOUN
ajis02-1542	490	3	of	of	ADP
ajis02-1542	490	4	information	information	NOUN
ajis02-1542	490	5	systems	system	NOUN
ajis02-1542	490	6	petersen	petersen	PROPN
ajis02-1542	490	7	,	,	PUNCT
ajis02-1542	490	8	poon	poon	NOUN
ajis02-1542	490	9	j	j	PROPN
ajis02-1542	490	10	,	,	PUNCT
ajis02-1542	490	11	poon	poon	NOUN
ajis02-1542	490	12	s	s	PROPN
ajis02-1542	490	13	&	&	CCONJ
ajis02-1542	490	14	loy	loy	PROPN
ajis02-1542	490	15	2017	2017	NUM
ajis02-1542	490	16	,	,	PUNCT
ajis02-1542	490	17	vol	vol	NOUN
ajis02-1542	490	18	21	21	NUM
ajis02-1542	490	19	,	,	PUNCT
ajis02-1542	490	20	selected	select	VERB
ajis02-1542	490	21	papers	paper	NOUN
ajis02-1542	490	22	from	from	ADP
ajis02-1542	490	23	ausdm	ausdm	NOUN
ajis02-1542	490	24	better	well	ADJ
ajis02-1542	490	25	rulesets	ruleset	NOUN
ajis02-1542	490	26	by	by	ADP
ajis02-1542	490	27	removing	remove	VERB
ajis02-1542	490	28	redundancy	redundancy	NOUN
ajis02-1542	490	29	24	24	NUM
ajis02-1542	490	30	peak	peak	NOUN
ajis02-1542	490	31	memory	memory	NOUN
ajis02-1542	490	32	usage	usage	NOUN
ajis02-1542	490	33	peak	peak	NOUN
ajis02-1542	490	34	memory	memory	NOUN
ajis02-1542	490	35	usage	usage	NOUN
ajis02-1542	490	36	(	(	PUNCT
ajis02-1542	490	37	measured	measure	VERB
ajis02-1542	490	38	in	in	ADP
ajis02-1542	490	39	kb	kb	PROPN
ajis02-1542	490	40	)	)	PUNCT
ajis02-1542	490	41	vs.	vs.	ADP
ajis02-1542	490	42	goodness	goodness	NOUN
ajis02-1542	490	43	threshold	threshold	NOUN
ajis02-1542	490	44	(	(	PUNCT
ajis02-1542	490	45	natural	natural	ADJ
ajis02-1542	490	46	log	log	NOUN
ajis02-1542	490	47	of	of	ADP
ajis02-1542	490	48	fishers	fisher	NOUN
ajis02-1542	490	49	p	p	NOUN
ajis02-1542	490	50	)	)	PUNCT
ajis02-1542	490	51	for	for	ADP
ajis02-1542	490	52	7	7	NUM
ajis02-1542	490	53	data	datum	NOUN
ajis02-1542	490	54	sets	set	NOUN
ajis02-1542	490	55	.	.	PUNCT
ajis02-1542	491	1	copyright	copyright	NOUN
ajis02-1542	491	2	:	:	PUNCT
ajis02-1542	491	3	©	©	PROPN
ajis02-1542	491	4	2017	2017	NUM
ajis02-1542	491	5	petersen	petersen	PROPN
ajis02-1542	491	6	,	,	PUNCT
ajis02-1542	491	7	poon	poon	NOUN
ajis02-1542	491	8	j	j	PROPN
ajis02-1542	491	9	,	,	PUNCT
ajis02-1542	491	10	poon	poon	NOUN
ajis02-1542	491	11	s	s	PROPN
ajis02-1542	491	12	&	&	CCONJ
ajis02-1542	491	13	loy	loy	PROPN
ajis02-1542	491	14	.	.	PUNCT
ajis02-1542	492	1	this	this	PRON
ajis02-1542	492	2	is	be	AUX
ajis02-1542	492	3	an	an	DET
ajis02-1542	492	4	open	open	ADJ
ajis02-1542	492	5	-	-	PUNCT
ajis02-1542	492	6	access	access	NOUN
ajis02-1542	492	7	article	article	NOUN
ajis02-1542	492	8	distributed	distribute	VERB
ajis02-1542	492	9	under	under	ADP
ajis02-1542	492	10	the	the	DET
ajis02-1542	492	11	terms	term	NOUN
ajis02-1542	492	12	of	of	ADP
ajis02-1542	492	13	the	the	DET
ajis02-1542	492	14	creative	creative	ADJ
ajis02-1542	492	15	commons	common	NOUN
ajis02-1542	492	16	attribution	attribution	NOUN
ajis02-1542	492	17	-	-	PUNCT
ajis02-1542	492	18	noncommercial	noncommercial	ADJ
ajis02-1542	492	19	3.0	3.0	NUM
ajis02-1542	492	20	australia	australia	NOUN
ajis02-1542	492	21	license	license	NOUN
ajis02-1542	492	22	,	,	PUNCT
ajis02-1542	492	23	which	which	PRON
ajis02-1542	492	24	permits	permit	VERB
ajis02-1542	492	25	non	non	ADJ
ajis02-1542	492	26	-	-	ADJ
ajis02-1542	492	27	commercial	commercial	ADJ
ajis02-1542	492	28	use	use	NOUN
ajis02-1542	492	29	,	,	PUNCT
ajis02-1542	492	30	distribution	distribution	NOUN
ajis02-1542	492	31	,	,	PUNCT
ajis02-1542	492	32	and	and	CCONJ
ajis02-1542	492	33	reproduction	reproduction	NOUN
ajis02-1542	492	34	in	in	ADP
ajis02-1542	492	35	any	any	DET
ajis02-1542	492	36	medium	medium	NOUN
ajis02-1542	492	37	,	,	PUNCT
ajis02-1542	492	38	provided	provide	VERB
ajis02-1542	492	39	the	the	DET
ajis02-1542	492	40	original	original	ADJ
ajis02-1542	492	41	author	author	NOUN
ajis02-1542	492	42	and	and	CCONJ
ajis02-1542	492	43	ajis	ajis	ADV
ajis02-1542	492	44	are	be	AUX
ajis02-1542	492	45	credited	credit	VERB
ajis02-1542	492	46	.	.	PUNCT
ajis02-1542	493	1	http://creativecommons.org/licenses/by-nc/3.0/au/	http://creativecommons.org/licenses/by-nc/3.0/au/	NOUN