Complexity information (# nodes)

Ricardo Montañana Gómez edited this page 2021-04-12 01:35:54 +02:00

Dataset	STree	STree_default	WODT	J48SVM-ODT	OC1	CART	TBSVM-ODT
balance-scale	7,00	26,12	75,52	35,58	19,40	256,80	28,81
balloons	3,00	3,56	4,84	4,40	2,20	11,36	4,65
breast-cancer	21,72	21,72	415,64	23,16	23,00	164,72	64,88
breast-cancer-wisc	8,88	8,88	33,48	8,36	11,20	57,52	28,89
breast-cancer-wisc-diag	3,24	5,96	14,72	13,76	8,00	36,16	10,81
breast-cancer-wisc-prog	5,84	7,08	37,04	21,52	11,40	43,20	16,44
cardiotocography-10clases	160,76	160,76	638,16	197,52	122,40	480,84	255,01
cardiotocography-3clases	47,68	47,68	325,12	91,84	52,40	210,96	106,66
conn-bench-sonar-mines-rocks	6,08	6,08	21,88	25,20	10,80	34,16	13,50
cylinder-bands	26,20	26,20	75,84	85,40	36,80	131,96	47,54
dermatology	11,00	11,04	15,28	15,12	5,40	34,60	13,93
echocardiogram	7,00	9,56	28,64	13,40	7,60	32,60	20,14
fertility	1,00	2,64	78,04	4,48	5,80	28,84	15,92
haberman-survival	23,40	23,40	424,36	4,40	25,40	160,92	32,68
heart-hungarian	10,16	13,60	57,68	22,12	16,00	83,08	50,97
hepatitis	3,00	11,48	20,32	16,60	8,00	37,00	16,34
ilpd-indian-liver	16,04	16,04	212,28	14,24	38,60	186,32	78,23
ionosphere	3,16	8,52	24,60	23,64	8,60	40,32	14,86
iris	5,00	5,00	13,96	6,88	3,60	15,08	10,65
led-display	47,16	47,16	4140,20	12,60	62,60	156,60	133,27
libras	82,28	55,40	117,28	88,24	50,20	132,32	65,00
low-res-spect	27,40	23,16	75,48	45,76	32,20	74,96	22,25
lymphography	9,04	14,84	22,76	25,28	7,20	49,00	17,09
mammographic	7,40	7,40	2984,32	18,84	84,00	403,12	177,33
molec-biol-promoter	3,00	3,00	8,80	16,00	9,80	22,24	4,23
musk-1	3,00	6,72	44,52	50,72	28,80	75,12	32,15
oocytes_merluccius_nucleus_4d	10,52	15,84	264,52	77,32	70,20	222,24	76,76
oocytes_merluccius_states_2f	18,04	18,04	95,84	38,20	32,60	98,84	46,61
oocytes_trisopterus_nucleus_2f	29,88	29,88	208,64	57,12	52,80	192,76	84,37
oocytes_trisopterus_states_5b	7,44	9,36	102,32	44,60	38,40	109,12	28,44
parkinsons	8,48	8,48	17,56	18,04	6,20	24,84	18,21
pima	17,40	17,40	213,52	21,56	50,60	218,52	179,02
pittsburg-bridges-MATERIAL	5,16	12,00	77,20	7,12	6,20	33,24	18,21
pittsburg-bridges-REL-L	16,32	16,32	102,44	13,48	11,80	57,72	33,92
pittsburg-bridges-SPAN	9,84	13,44	159,64	11,04	11,80	55,36	32,74
pittsburg-bridges-T-OR-D	4,56	4,56	77,08	6,72	9,20	26,44	15,60
planning	3,00	3,96	65,68	1,08	16,00	60,56	49,52
post-operative	2,64	3,72	394,28	1,88	13,80	66,32	28,27
seeds	9,88	6,60	21,04	13,08	4,80	25,04	14,71
statlog-australian-credit	1,32	11,04	249,80	85,16	50,40	269,88	1,00
statlog-german-credit	21,24	21,24	167,52	128,48	62,40	331,92	118,37
statlog-heart	14,56	14,56	42,04	15,28	12,00	73,68	34,90
statlog-image	36,92	25,48	153,48	69,68	43,80	127,32	91,85
statlog-vehicle	23,88	23,88	209,84	92,72	62,00	233,52	79,05
synthetic-control	12,48	12,68	14,16	35,24	18,80	52,16	15,44
tic-tac-toe	3,00	3,00	55,28	3,00	20,40	119,20	21,49
vertebral-column-2clases	6,04	6,04	68,68	9,16	14,00	61,16	45,54
wine	5,00	5,00	6,28	4,32	4,40	16,24	6,86
zoo	13,04	13,00	14,12	14,48	6,40	17,96	13,20