id	sid	tid	token	lemma	pos
gm80ht2731s	1	1	data	data	NOUN
gm80ht2731s	1	2	stream	stream	NOUN
gm80ht2731s	1	3	summaries	summary	NOUN
gm80ht2731s	1	4	capture	capture	VERB
gm80ht2731s	1	5	the	the	DET
gm80ht2731s	1	6	essential	essential	ADJ
gm80ht2731s	1	7	characteristics	characteristic	NOUN
gm80ht2731s	1	8	of	of	ADP
gm80ht2731s	1	9	thestream	thestream	NOUN
gm80ht2731s	1	10	in	in	ADP
gm80ht2731s	1	11	a	a	DET
gm80ht2731s	1	12	managable	managable	ADJ
gm80ht2731s	1	13	amount	amount	NOUN
gm80ht2731s	1	14	of	of	ADP
gm80ht2731s	1	15	space.in	space.in	NUM
gm80ht2731s	1	16	this	this	DET
gm80ht2731s	1	17	thesis	thesis	NOUN
gm80ht2731s	1	18	,	,	PUNCT
gm80ht2731s	1	19	we	we	PRON
gm80ht2731s	1	20	evaluatethree	evaluatethree	VERB
gm80ht2731s	1	21	data	datum	NOUN
gm80ht2731s	1	22	stream	stream	NOUN
gm80ht2731s	1	23	summarization	summarization	NOUN
gm80ht2731s	1	24	methods	method	NOUN
gm80ht2731s	1	25	for	for	ADP
gm80ht2731s	1	26	applications	application	NOUN
gm80ht2731s	1	27	in	in	ADP
gm80ht2731s	1	28	machinelearning	machinelearning	NOUN
gm80ht2731s	1	29	.	.	PUNCT
gm80ht2731s	2	1	one	one	NUM
gm80ht2731s	2	2	summary	summary	NOUN
gm80ht2731s	2	3	is	be	AUX
gm80ht2731s	2	4	based	base	VERB
gm80ht2731s	2	5	on	on	ADP
gm80ht2731s	2	6	equal	equal	ADJ
gm80ht2731s	2	7	width	width	NOUN
gm80ht2731s	2	8	binning	binning	NOUN
gm80ht2731s	2	9	and	and	CCONJ
gm80ht2731s	2	10	is	be	AUX
gm80ht2731s	2	11	verysimple	verysimple	NOUN
gm80ht2731s	2	12	to	to	PART
gm80ht2731s	2	13	implement	implement	VERB
gm80ht2731s	2	14	.	.	PUNCT
gm80ht2731s	3	1	the	the	DET
gm80ht2731s	3	2	other	other	ADJ
gm80ht2731s	3	3	two	two	NUM
gm80ht2731s	3	4	are	be	AUX
gm80ht2731s	3	5	based	base	VERB
gm80ht2731s	3	6	on	on	ADP
gm80ht2731s	3	7	approximate	approximate	ADJ
gm80ht2731s	3	8	quantiles	quantile	NOUN
gm80ht2731s	3	9	,	,	PUNCT
gm80ht2731s	3	10	one	one	NUM
gm80ht2731s	3	11	of	of	ADP
gm80ht2731s	3	12	which	which	PRON
gm80ht2731s	3	13	allows	allow	VERB
gm80ht2731s	3	14	us	we	PRON
gm80ht2731s	3	15	to	to	PART
gm80ht2731s	3	16	make	make	VERB
gm80ht2731s	3	17	information	information	NOUN
gm80ht2731s	3	18	entropy	entropy	NOUN
gm80ht2731s	3	19	computations	computation	NOUN
gm80ht2731s	3	20	within	within	ADP
gm80ht2731s	3	21	specified	specified	ADJ
gm80ht2731s	3	22	errorbounds	errorbound	NOUN
gm80ht2731s	3	23	with	with	ADP
gm80ht2731s	3	24	high	high	ADJ
gm80ht2731s	3	25	probability	probability	NOUN
gm80ht2731s	3	26	.	.	PUNCT
gm80ht2731s	4	1	using	use	VERB
gm80ht2731s	4	2	popular	popular	ADJ
gm80ht2731s	4	3	techniques	technique	NOUN
gm80ht2731s	4	4	frommachine	frommachine	NOUN
gm80ht2731s	4	5	learning	learn	VERB
gm80ht2731s	4	6	---	---	PUNCT
gm80ht2731s	4	7	information	information	NOUN
gm80ht2731s	4	8	gain	gain	NOUN
gm80ht2731s	4	9	,	,	PUNCT
gm80ht2731s	4	10	gain	gain	VERB
gm80ht2731s	4	11	ratio	ratio	NOUN
gm80ht2731s	4	12	,	,	PUNCT
gm80ht2731s	4	13	andnaive	andnaive	ADJ
gm80ht2731s	4	14	-	-	PUNCT
gm80ht2731s	4	15	bayes	bayes	NOUN
gm80ht2731s	4	16	classification	classification	NOUN
gm80ht2731s	4	17	---	---	PUNCT
gm80ht2731s	4	18	we	we	PRON
gm80ht2731s	4	19	evaluate	evaluate	VERB
gm80ht2731s	4	20	thesesummaries	thesesummarie	NOUN
gm80ht2731s	4	21	for	for	ADP
gm80ht2731s	4	22	accuracy	accuracy	NOUN
gm80ht2731s	4	23	and	and	CCONJ
gm80ht2731s	4	24	memory	memory	NOUN
gm80ht2731s	4	25	utilization	utilization	NOUN
gm80ht2731s	4	26	against	against	ADP
gm80ht2731s	4	27	offlinecomputations	offlinecomputation	NOUN
gm80ht2731s	4	28	that	that	PRON
gm80ht2731s	4	29	assume	assume	VERB
gm80ht2731s	4	30	all	all	DET
gm80ht2731s	4	31	data	datum	NOUN
gm80ht2731s	4	32	is	be	AUX
gm80ht2731s	4	33	available	available	ADJ
gm80ht2731s	4	34	for	for	ADP
gm80ht2731s	4	35	repeatedaccess	repeatedaccess	NOUN
gm80ht2731s	4	36	.	.	PUNCT
gm80ht2731s	5	1	our	our	PRON
gm80ht2731s	5	2	results	result	NOUN
gm80ht2731s	5	3	indicate	indicate	VERB
gm80ht2731s	5	4	that	that	SCONJ
gm80ht2731s	5	5	while	while	SCONJ
gm80ht2731s	5	6	summarization	summarization	NOUN
gm80ht2731s	5	7	based	base	VERB
gm80ht2731s	5	8	on	on	ADP
gm80ht2731s	5	9	equalwidth	equalwidth	ADJ
gm80ht2731s	5	10	binning	binning	NOUN
gm80ht2731s	5	11	performs	perform	VERB
gm80ht2731s	5	12	very	very	ADV
gm80ht2731s	5	13	well	well	ADV
gm80ht2731s	5	14	on	on	ADP
gm80ht2731s	5	15	data	datum	NOUN
gm80ht2731s	5	16	streams	stream	VERB
gm80ht2731s	5	17	with	with	ADP
gm80ht2731s	5	18	a	a	DET
gm80ht2731s	5	19	stationarydistribution	stationarydistribution	NOUN
gm80ht2731s	5	20	,	,	PUNCT
gm80ht2731s	5	21	performance	performance	NOUN
gm80ht2731s	5	22	degrades	degrade	VERB
gm80ht2731s	5	23	on	on	ADP
gm80ht2731s	5	24	certain	certain	ADJ
gm80ht2731s	5	25	non	non	ADJ
gm80ht2731s	5	26	-	-	ADJ
gm80ht2731s	5	27	stationary	stationary	ADJ
gm80ht2731s	5	28	distributions	distribution	NOUN
gm80ht2731s	5	29	.	.	PUNCT
gm80ht2731s	6	1	in	in	ADP
gm80ht2731s	6	2	constrast	constrast	PROPN
gm80ht2731s	6	3	,	,	PUNCT
gm80ht2731s	6	4	summarizations	summarization	NOUN
gm80ht2731s	6	5	based	base	VERB
gm80ht2731s	6	6	on	on	ADP
gm80ht2731s	6	7	approximate	approximate	ADJ
gm80ht2731s	6	8	quantiles	quantile	NOUN
gm80ht2731s	6	9	are	be	AUX
gm80ht2731s	6	10	consistently	consistently	ADV
gm80ht2731s	6	11	close	close	ADJ
gm80ht2731s	6	12	to	to	ADP
gm80ht2731s	6	13	the	the	DET
gm80ht2731s	6	14	offline	offline	ADJ
gm80ht2731s	6	15	values	value	NOUN
gm80ht2731s	6	16	for	for	ADP
gm80ht2731s	6	17	a	a	DET
gm80ht2731s	6	18	variety	variety	NOUN
gm80ht2731s	6	19	of	of	ADP
gm80ht2731s	6	20	stationary	stationary	ADJ
gm80ht2731s	6	21	and	and	CCONJ
gm80ht2731s	6	22	non	non	ADJ
gm80ht2731s	6	23	-	-	NOUN
gm80ht2731s	6	24	stationarydistributions	stationarydistribution	NOUN
gm80ht2731s	6	25	.	.	PUNCT