Complexity information (# nodes)

Dataset	ODTE	TBRRoF	TBRoF	TBRaF	RandomForest	Bag.J48SVMODT	BaggingWodt
balance-scale	17,10	48,53	29,80	39,54	197,43	35,87	54,40
balloons	3,78	6,36	4,85	4,25	9,12	3,94	3,98
breast-cancer	11,37	27,56	9,54	19,39	131,15	15,17	10,66
breast-cancer-wisc	6,91	23,99	11,41	21,22	49,70	22,98	25,62
breast-cancer-wisc-diag	5,60	22,59	29,68	20,13	35,28	12,78	21,10
breast-cancer-wisc-prog	9,73	51,09	45,73	37,25	42,87	34,26	197,93
cardiotocography-10clases	110,69	186,67	245,03	174,15	527,01	202,71	416,64
cardiotocography-3clases	26,76	68,00	117,76	67,61	230,15	91,84	198,19
conn-bench-sonar-mines-rocks	4,38	36,98	8,65	20,10	37,80	22,11	16,48
cylinder-bands	21,42	116,31	35,70	69,03	149,17	75,13	52,31
dermatology	18,41	54,49	14,76	35,12	57,91	16,48	13,77
echocardiogram	6,97	22,62	21,05	18,43	32,66	14,19	18,75
fertility	5,66	1,78	14,60	7,39	24,85	6,83	35,00
haberman-survival	4,82	28,58	37,79	24,17	125,36	14,23	218,54
heart-hungarian	11,93	35,97	39,31	28,33	82,12	30,32	37,47
hepatitis	7,50	22,85	11,69	16,65	35,89	17,12	13,85
ilpd-indian-liver	4,92	101,34	123,61	70,96	153,16	56,67	141,05
ionosphere	6,45	21,65	12,74	22,43	40,60	20,82	18,65
iris	5,16	14,95	9,60	10,04	14,32	7,24	10,68
led-display	45,43	30,32	97,77	35,86	139,10	16,80	3.375,09
libras	85,17	120,74	61,74	85,35	125,19	79,49	94,68
low-res-spect	28,79	64,43	27,17	40,96	69,56	39,52	54,52
lymphography	12,12	37,51	16,76	24,77	52,07	21,86	16,96
mammographic	4,65	53,61	58,03	37,97	295,72	31,66	1.650,17
molec-biol-promoter	3,00	21,46	3,25	11,41	27,28	13,34	6,81
musk-1	6,01	60,10	8,61	33,49	76,78	45,24	34,27
oocytes_merluccius_nucleus_4d	8,32	108,57	46,70	72,44	199,99	102,72	183,67
oocytes_merluccius_states_2f	12,97	68,64	35,84	51,47	94,43	45,75	66,77
oocytes_trisopterus_nucleus_2f	10,20	152,19	70,81	95,77	179,76	87,07	142,50
oocytes_trisopterus_states_5b	9,97	53,90	29,81	38,98	115,83	50,68	73,87
parkinsons	8,89	28,14	13,45	18,41	26,69	15,41	14,04
pima	7,22	123,53	86,33	81,68	210,78	67,31	137,63
pittsburg-bridges-MATERIAL	8,35	17,92	18,00	12,63	32,66	10,31	38,24
pittsburg-bridges-REL-L	12,97	18,73	30,87	17,97	54,13	19,00	53,95
pittsburg-bridges-SPAN	11,11	23,98	30,05	19,22	49,53	15,41	86,26
pittsburg-bridges-T-OR-D	4,82	7,50	15,46	9,18	27,10	8,01	36,45
planning	6,50	43,33	29,50	26,47	52,56	11,53	43,55
post-operative	5,83	18,60	28,27	13,37	54,61	9,65	180,87
seeds	6,73	19,36	13,77	15,50	26,52	12,94	16,13
statlog-australian-credit	5,03	179,15	120,91	103,97	266,84	121,58	156,37
statlog-german-credit	16,84	158,02	55,59	100,34	367,24	134,62	110,33
statlog-heart	13,46	43,83	31,08	33,25	75,04	23,61	27,86
statlog-image	33,46	69,86	83,98	60,41	159,66	67,76	116,51
statlog-vehicle	22,85	117,87	92,06	101,98	221,99	107,26	150,36
synthetic-control	14,86	68,79	15,38	44,07	63,50	31,69	13,54
tic-tac-toe	4,01	117,47	3,29	88,43	245,24	5,68	58,10
vertebral-column-2clases	5,64	40,36	48,66	32,78	56,65	18,36	45,02
wine	5,77	22,32	6,30	14,85	18,93	4,53	6,08
zoo	14,85	21,68	13,13	15,86	22,78	13,27	13,57
Average	14,51	56,08	40,32	40,90	107,69	38,65	170,18