id	sid	eid	entity	type
aiti-345	2	1	1	CARDINAL
aiti-345	2	2	2	CARDINAL
aiti-345	2	3	2016	DATE
aiti-345	3	1	53 57 53	DATE
aiti-345	3	2	chun-liang lu1	PERSON
aiti-345	3	3	tsun-chen	PERSON
aiti-345	3	4	ching kuo institute of management	ORG
aiti-345	3	5	hea lth	PERSON
aiti-345	3	6	keelung	GPE
aiti-345	3	7	taiwan	GPE
aiti-345	4	1	2department	TIME
aiti-345	4	2	dahan institute of technology	ORG
aiti-345	4	3	hualien	GPE
aiti-345	4	4	taiwan	GPE
aiti-345	4	5	20	CARDINAL
aiti-345	4	6	24	CARDINAL
aiti-345	4	7	28	CARDINAL
aiti-345	4	8	recent years	DATE
aiti-345	7	1	aci	ORG
aiti-345	8	1	aci	ORG
aiti-345	8	2	svm	PRODUCT
aiti-345	9	1	uci	ORG
aiti-345	11	1	1	CARDINAL
aiti-345	12	1	1	CARDINAL
aiti-345	13	1	2	CARDINAL
aiti-345	13	2	3	CARDINAL
aiti-345	13	3	4	CARDINAL
aiti-345	15	1	svm	PRODUCT
aiti-345	16	1	three	CARDINAL
aiti-345	16	2	5	CARDINAL
aiti-345	22	1	ec	ORG
aiti-345	23	1	6	CARDINAL
aiti-345	23	2	ga	ORG
aiti-345	24	1	7	CARDINAL
aiti-345	25	1	8	CARDINAL
aiti-345	26	1	ec	ORG
aiti-345	26	2	ga	ORG
aiti-345	27	1	ga	ORG
aiti-345	27	2	huang	PERSON
aiti-345	28	1	9	CARDINAL
aiti-345	33	1	aci	ORG
aiti-345	34	1	uci	ORG
aiti-345	34	2	ga	ORG
aiti-345	36	1	section 2	LAW
aiti-345	37	1	section 3	LAW
aiti-345	37	2	aci	ORG
aiti-345	38	1	section 4	LAW
aiti-345	38	2	section 5	DATE
aiti-345	38	3	2	CARDINAL
aiti-345	38	4	2.1	CARDINAL
aiti-345	39	1	kennedy	PERSON
aiti-345	39	2	10	CARDINAL
aiti-345	41	1	1	CARDINAL
aiti-345	41	2	2	CARDINAL
aiti-345	41	3	2016	DATE
aiti-345	42	1	53 57 54	CARDINAL
aiti-345	47	1	1 1	CARDINAL
aiti-345	57	1	 	PERSON
aiti-345	57	2	 	PERSON
aiti-345	57	3	 	PERSON
aiti-345	57	4	1	CARDINAL
aiti-345	57	5	1 1k	QUANTITY
aiti-345	58	1	k k	PERSON
aiti-345	59	1	x 	PERSON
aiti-345	59	2	2	CARDINAL
aiti-345	59	3	1,2,	CARDINAL
aiti-345	59	4	d	PERSON
aiti-345	59	5	1,2,	CARDINAL
aiti-345	59	6	k idv	PERSON
aiti-345	59	7	k idx	ORG
aiti-345	59	8	2	CARDINAL
aiti-345	60	1	1r	CARDINAL
aiti-345	60	2	2r	CARDINAL
aiti-345	61	1	1c	CARDINAL
aiti-345	61	2	2c	CARDINAL
aiti-345	61	3	w	ORG
aiti-345	66	1	1	CARDINAL
aiti-345	67	1	2	CARDINAL
aiti-345	68	1	3	CARDINAL
aiti-345	68	2	1	CARDINAL
aiti-345	68	3	2	CARDINAL
aiti-345	69	1	4	CARDINAL
aiti-345	69	2	2	CARDINAL
aiti-345	69	3	3	CARDINAL
aiti-345	70	1	2.2	CARDINAL
aiti-345	71	1	11	CARDINAL
aiti-345	72	1	first	ORDINAL
aiti-345	72	2	two	CARDINAL
aiti-345	73	1	rbf kernel	ORG
aiti-345	76	1	1	CARDINAL
aiti-345	76	2	1	CARDINAL
aiti-345	76	3	1	CARDINAL
aiti-345	76	4	1}iy	CARDINAL
aiti-345	77	1	two	CARDINAL
aiti-345	78	1	1	CARDINAL
aiti-345	81	1	3	CARDINAL
aiti-345	81	2	i	GPE
aiti-345	81	3	lagrange	GPE
aiti-345	82	1	k x x x	PERSON
aiti-345	82	2	linear	ORG
aiti-345	83	1	nonlinear kernel function maps data	ORG
aiti-345	83	2	linear	ORG
aiti-345	84	1	two	CARDINAL
aiti-345	86	1		CARDINAL
aiti-345	87	1	1	CARDINAL
aiti-345	87	2	4	CARDINAL
aiti-345	87	3	2ˆ	CARDINAL
aiti-345	87	4	5	CARDINAL
aiti-345	87	5	3	CARDINAL
aiti-345	88	1	aci	ORG
aiti-345	89	1	aci	ORG
aiti-345	90	1	3.1	CARDINAL
aiti-345	90	2	the rbf kernel	ORG
aiti-345	91	1	rbf kernel function	ORG
aiti-345	91	2	two	CARDINAL
aiti-345	92	1	aci	PERSON
aiti-345	92	2	three	CARDINAL
aiti-345	93	1	four	CARDINAL
aiti-345	93	2	cond	ORG
aiti-345	94	1	1	CARDINAL
aiti-345	95	1	1	CARDINAL
aiti-345	95	2	1	CARDINAL
aiti-345	95	3	3fn	CARDINAL
aiti-345	95	4	1	CARDINAL
aiti-345	96	1	1fi	ORG
aiti-345	96	2	cond	ORG
aiti-345	96	3	2fi	ORDINAL
aiti-345	96	4	3fi	CARDINAL
aiti-345	98	1	cca	ORG
aiti-345	98	2	1	CARDINAL
aiti-345	98	3	0	CARDINAL
aiti-345	100	1	two	CARDINAL
aiti-345	100	2	1w	CARDINAL
aiti-345	100	3	2w	CARDINAL
aiti-345	102	1	1	CARDINAL
aiti-345	102	2	2	CARDINAL
aiti-345	102	3	2016	DATE
aiti-345	103	1	53 57 55	CARDINAL
aiti-345	103	2	1 1 2 1	QUANTITY
aiti-345	106	1		NORP
aiti-345	106	2	6	CARDINAL
aiti-345	106	3	3.2	CARDINAL
aiti-345	109	1	max	PERSON
aiti-345	110	1	1 min max	QUANTITY
aiti-345	110	2	k idv v v	PERSON
aiti-345	110	3	1 1 max minmax(min	QUANTITY
aiti-345	111	1	v 	PRODUCT
aiti-345	111	2	1 1 1	CARDINAL
aiti-345	111	3	1	CARDINAL
aiti-345	113	1	7	CARDINAL
aiti-345	113	2	1 1k	CARDINAL
aiti-345	113	3	1 0k	CARDINAL
aiti-345	114	1	0	CARDINAL
aiti-345	114	2	1	CARDINAL
aiti-345	116	1	zero	CARDINAL
aiti-345	116	2	50%	PERCENT
aiti-345	120	1	1	CARDINAL
aiti-345	121	1	2	CARDINAL
aiti-345	122	1	1	CARDINAL
aiti-345	122	2	1m	CARDINAL
aiti-345	125	1	3.3	CARDINAL
aiti-345	126	1	aci	ORG
aiti-345	128	1	0,1]cond	CARDINAL
aiti-345	129	1	aci	PERSON
aiti-345	130	1	1	CARDINAL
aiti-345	131	1	2	CARDINAL
aiti-345	131	2	cond	ORG
aiti-345	132	1	3	CARDINAL
aiti-345	133	1	3	CARDINAL
aiti-345	133	2	un	ORG
aiti-345	133	3	2	CARDINAL
aiti-345	133	4	3.4	CARDINAL
aiti-345	134	1	aci	ORG
aiti-345	134	2	1	CARDINAL
aiti-345	134	3	9	CARDINAL
aiti-345	135	1	1	CARDINAL
aiti-345	135	2	10 fold	CARDINAL
aiti-345	135	3	10	CARDINAL
aiti-345	138	1	2	CARDINAL
aiti-345	139	1	cond	ORG
aiti-345	139	2		DATE
aiti-345	140	1	3	CARDINAL
aiti-345	140	2	aci	ORG
aiti-345	140	3	cond	ORG
aiti-345	140	4	2	CARDINAL
aiti-345	141	1	4	CARDINAL
aiti-345	143	1	0	CARDINAL
aiti-345	143	2	1	CARDINAL
aiti-345	143	3	max j	PERSON
aiti-345	144	1	max min j	PERSON
aiti-345	147	1	8)	CARDINAL
aiti-345	147	2	5	CARDINAL
aiti-345	147	3	2	CARDINAL
aiti-345	149	1	6	CARDINAL
aiti-345	149	2		DATE
aiti-345	149	3	cca	ORG
aiti-345	150	1	7	CARDINAL
aiti-345	151	1	6	CARDINAL
aiti-345	153	1	8	CARDINAL
aiti-345	154	1	1	CARDINAL
aiti-345	154	2	2	CARDINAL
aiti-345	154	3	2016	DATE
aiti-345	155	1	53 57 56	CARDINAL
aiti-345	158	1	9	CARDINAL
aiti-345	159	1	4	CARDINAL
aiti-345	159	2	4.1	CARDINAL
aiti-345	160	1	2	CARDINAL
aiti-345	161	1	2	CARDINAL
aiti-345	161	2	uci	ORG
aiti-345	161	3	10-fold	CARDINAL
aiti-345	162	1	2013	DATE
aiti-345	162	2	chang	PERSON
aiti-345	162	3	lin	PERSON
aiti-345	163	1	12	CARDINAL
aiti-345	165	1	100	CARDINAL
aiti-345	167	1	0,1]cond	CARDINAL
aiti-345	167	2	2 4[10	CARDINAL
aiti-345	167	3	10	CARDINAL
aiti-345	167	4	4 4[10	CARDINAL
aiti-345	167	5	10	CARDINAL
aiti-345	168	1	max	PERSON
aiti-345	168	2	6,6]v	CARDINAL
aiti-345	168	3	0.9975,0.0025	CARDINAL
aiti-345	169	1	7	CARDINAL
aiti-345	170	1	1c	CARDINAL
aiti-345	170	2	2c	CARDINAL
aiti-345	170	3	2	CARDINAL
aiti-345	171	1	0.05	CARDINAL
aiti-345	171	2	500	CARDINAL
aiti-345	172	1	max 0.9w	PERSON
aiti-345	174	1	9	CARDINAL
aiti-345	174	2	nowi	NORP
aiti-345	176	1	6	CARDINAL
aiti-345	176	2	1 0.8w	CARDINAL
aiti-345	176	3	2 0.2w	PRODUCT
aiti-345	177	1	max	PERSON
aiti-345	177	2	max min max	PERSON
aiti-345	177	3	nowi w w	ORG
aiti-345	177	4	9	CARDINAL
aiti-345	177	5	3	CARDINAL
aiti-345	177	6	ga	ORG
aiti-345	177	7	9	CARDINAL
aiti-345	177	8	ga	ORG
aiti-345	177	9		DATE
aiti-345	178	1	ga	ORG
aiti-345	178	2	aci	ORG
aiti-345	179	1	ga-svm	ORG
aiti-345	180	1	ga	ORG
aiti-345	180	2	aci	PERSON
aiti-345	180	3	svm	PRODUCT
aiti-345	181	1	ga	ORG
aiti-345	182	1	two	CARDINAL
aiti-345	182	2	ga	ORG
aiti-345	183	1	3	CARDINAL
aiti-345	183	2	ga	ORG
aiti-345	184	1	section 4.2	LAW
aiti-345	185	1	4.2	CARDINAL
aiti-345	185	2	ga-svm	ORG
aiti-345	185	3	huang et al	PERSON
aiti-345	186	1	9	CARDINAL
aiti-345	186	2	aci	PERSON
aiti-345	187	1	cca	ORG
aiti-345	187	2	cond	ORG
aiti-345	187	3	4	CARDINAL
aiti-345	188	1	96.87%	PERCENT
aiti-345	188	2	4.9	CARDINAL
aiti-345	189	1	aci	ORG
aiti-345	189	2	only 94.81%	PERCENT
aiti-345	189	3	5.6	CARDINAL
aiti-345	189	4	4	CARDINAL
aiti-345	189	5	hpso-aci-svm	ORG
aiti-345	189	6	ga-svm	ORG
aiti-345	189	7	5	CARDINAL
aiti-345	189	8	hpso-aci-svm	ORG
aiti-345	189	9	ga	ORG
aiti-345	189	10	1	CARDINAL
aiti-345	189	11	2	CARDINAL
aiti-345	189	12	2016	DATE
aiti-345	190	1	53 57 57	DATE
aiti-345	190	2	5	CARDINAL
aiti-345	190	3	ga-svm	ORG
aiti-345	190	4	aci	ORG
aiti-345	190	5	six	CARDINAL
aiti-345	190	6	uci	ORG
aiti-345	191	1	5	CARDINAL
aiti-345	193	1	5	CARDINAL
aiti-345	193	2	hpso-aci-svm	ORG
aiti-345	193	3	ga-svm	ORG
aiti-345	193	4	0.05	CARDINAL
aiti-345	194	1	svm	PRODUCT
aiti-345	194	2	aci mechanism	PERSON
aiti-345	194	3	ga	ORG
aiti-345	195	1	6	CARDINAL
aiti-345	195	2	ga	ORG
aiti-345	196	1	ga	ORG
aiti-345	197	1	ga	ORG
aiti-345	198	1	6	CARDINAL
aiti-345	198	2	hpso-aci-svm	ORG
aiti-345	198	3	ga-aci-svm 5	ORG
aiti-345	199	1	aci	ORG
aiti-345	200	1	aci	ORG
aiti-345	201	1	uci	ORG
aiti-345	203	1	1	CARDINAL
aiti-345	203	2	10	CARDINAL
aiti-345	204	1	988-999	CARDINAL
aiti-345	204	2	1999	DATE
aiti-345	205	1	2	CARDINAL
aiti-345	205	2	i. j. ding	PERSON
aiti-345	205	3	d. c. ou	PERSON
aiti-345	205	4	gmm	ORG
aiti-345	205	5	dtw	ORG
aiti-345	205	6	4	CARDINAL
aiti-345	206	1	38	CARDINAL
aiti-345	206	2	2014	DATE
aiti-345	207	1	3	CARDINAL
aiti-345	207	2	r. kothandan	PERSON
aiti-345	207	3	s. biswas	PERSON
aiti-345	207	4	55	DATE
aiti-345	208	1	31-36	DATE
aiti-345	209	1	4	CARDINAL
aiti-345	209	2	j. g. r. sathiaseelan	PERSON
aiti-345	210	1	57	DATE
aiti-345	211	1	1124-1130	CARDINAL
aiti-345	211	2	2015	DATE
aiti-345	212	1	5	CARDINAL
aiti-345	212	2	x. zhang	PERSON
aiti-345	212	3	g. wu	PERSON
aiti-345	212	4	z. dong	PERSON
aiti-345	212	5	c. crawford	PERSON
aiti-345	212	6	the franklin institute	ORG
aiti-345	212	7	352	CARDINAL
aiti-345	213	1	669-685	CARDINAL
aiti-345	213	2	2015	DATE
aiti-345	214	1	6	CARDINAL
aiti-345	214	2	lin	PERSON
aiti-345	214	3	z. j. lee	PERSON
aiti-345	214	4	s. c. chen	PERSON
aiti-345	214	5	t. y. tseng	PERSON
aiti-345	214	6	8	CARDINAL
aiti-345	215	1	1505-1512	CARDINAL
aiti-345	216	1	7	CARDINAL
aiti-345	216	2	c. l. lu	PERSON
aiti-345	216	3	i. f. chung	PERSON
aiti-345	216	4	t. c. lin	PERSON
aiti-345	216	5	5	CARDINAL
aiti-345	216	6	220	CARDINAL
aiti-345	216	7	2015	DATE
aiti-345	217	1	8	CARDINAL
aiti-345	217	2	b. sahu	PERSON
aiti-345	217	3	d. mishra	PERSON
aiti-345	217	4	38	DATE
aiti-345	218	1	27-31, 2012	DATE
aiti-345	219	1	9	CARDINAL
aiti-345	219	2	c. l. huang	PERSON
aiti-345	219	3	c. j. wang	PERSON
aiti-345	219	4	ga	ORG
aiti-345	219	5	31	DATE
aiti-345	219	6	231-240	CARDINAL
aiti-345	219	7	10	CARDINAL
aiti-345	219	8	j. kennedy	PERSON
aiti-345	219	9	r. c. eberhart	PERSON
aiti-345	219	10	8	CARDINAL
aiti-345	219	11	4104-4109,	DATE
aiti-345	219	12	1997	DATE
aiti-345	220	1	11	CARDINAL
aiti-345	220	2	new york	GPE
aiti-345	220	3	1995	DATE
aiti-345	221	1	12	CARDINAL
aiti-345	221	2	c. c. chang	PERSON
aiti-345	221	3	c. j. lin	PERSON
aiti-345	221	4	14	DATE
aiti-345	221	5	1959-1977, 2002	DATE