Complexity information (# nodes) - Doctorado-ML/Odte GitHub Wiki

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