mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
synced 2025-08-15 23:46:03 +00:00
56 lines
5.5 KiB
Plaintext
56 lines
5.5 KiB
Plaintext
* Process all datasets set with wodt: tanveer norm: False std: False store in: wodt
|
|
5 Fold Cross Validation with 10 random seeds [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]
|
|
|
|
Dataset Samp Var Cls Nodes Leaves Depth Accuracy Time Parameters
|
|
============================== ===== === === ======= ======= ======= =============== =============== ==========
|
|
balance-scale 625 4 3 75.52 38.26 9.70 0.921280±0.0314 0.204058±0.0226 {}
|
|
balloons 16 4 2 4.84 2.92 2.88 0.678333±0.2528 0.004955±0.0019 {}
|
|
breast-cancer-wisc-diag 569 30 2 14.72 7.86 6.10 0.965904±0.0143 0.064642±0.0121 {}
|
|
breast-cancer-wisc-prog 198 33 2 37.04 19.02 7.76 0.707551±0.0676 0.069295±0.0090 {}
|
|
breast-cancer-wisc 699 9 2 33.48 17.24 8.16 0.942351±0.0177 0.124956±0.0168 {}
|
|
breast-cancer 286 9 2 415.64 208.32 50.00 0.663249±0.0493 0.218008±0.0214 {}
|
|
cardiotocography-10clases 2126 21 10 638.16 319.58 50.00 0.779304±0.0199 1.493108±0.1273 {}
|
|
cardiotocography-3clases 2126 21 3 325.12 163.06 45.84 0.901412±0.0160 0.774876±0.0742 {}
|
|
conn-bench-sonar-mines-rocks 208 60 2 21.88 11.44 5.86 0.804123±0.0582 0.048834±0.0062 {}
|
|
cylinder-bands 512 35 2 75.84 38.42 9.72 0.702545±0.0371 0.178728±0.0157 {}
|
|
dermatology 366 34 6 15.28 8.14 6.22 0.964187±0.0166 0.057505±0.0053 {}
|
|
echocardiogram 131 10 2 28.64 14.82 7.86 0.742365±0.0802 0.047158±0.0076 {}
|
|
fertility 100 9 2 78.04 39.52 35.06 0.804000±0.0677 0.040454±0.0084 {}
|
|
haberman-survival 306 3 2 424.36 212.68 50.00 0.664008±0.0485 0.328712±0.0264 {}
|
|
heart-hungarian 294 12 2 57.68 29.34 9.20 0.761929±0.0521 0.113147±0.0130 {}
|
|
hepatitis 155 19 2 20.32 10.66 6.16 0.768387±0.0838 0.037579±0.0055 {}
|
|
ilpd-indian-liver 583 9 2 212.28 106.64 16.96 0.677859±0.0356 0.442933±0.0232 {}
|
|
ionosphere 351 33 2 24.60 12.80 6.90 0.879461±0.0386 0.081699±0.0148 {}
|
|
iris 150 4 3 13.96 7.48 6.30 0.946667±0.0365 0.034069±0.0078 {}
|
|
led-display 1000 7 10 4140.20 2070.60 50.00 0.704700±0.0292 1.817783±0.0385 {}
|
|
libras 360 90 15 117.28 59.14 11.56 0.775556±0.0548 0.279890±0.0161 {}
|
|
low-res-spect 531 100 9 75.48 38.24 9.38 0.855533±0.0322 0.220049±0.0205 {}
|
|
lymphography 148 18 4 22.76 11.88 6.56 0.780046±0.0760 0.043387±0.0072 {}
|
|
mammographic 961 5 2 2984.32 1492.66 50.00 0.757957±0.0249 1.319119±0.0638 {}
|
|
molec-biol-promoter 106 57 2 8.80 4.90 3.88 0.778918±0.0768 0.017133±0.0042 {}
|
|
musk-1 476 166 2 44.52 22.76 7.96 0.841178±0.0345 0.138936±0.0160 {}
|
|
oocytes_merluccius_nucleus_4d 1022 41 2 264.52 132.76 16.50 0.734837±0.0261 0.666857±0.0386 {}
|
|
oocytes_merluccius_states_2f 1022 25 3 95.84 48.42 12.06 0.902934±0.0221 0.295348±0.0241 {}
|
|
oocytes_trisopterus_nucleus_2f 912 25 2 208.64 104.82 14.80 0.749144±0.0360 0.509516±0.0268 {}
|
|
oocytes_trisopterus_states_5b 912 32 3 102.32 51.66 12.14 0.888806±0.0214 0.340892±0.0246 {}
|
|
parkinsons 195 22 2 17.56 9.28 6.54 0.900513±0.0514 0.037557±0.0055 {}
|
|
pima 768 8 2 213.52 107.26 13.40 0.688162±0.0351 0.449676±0.0253 {}
|
|
pittsburg-bridges-MATERIAL 106 7 3 77.20 39.10 32.82 0.799481±0.0774 0.050216±0.0094 {}
|
|
pittsburg-bridges-REL-L 103 7 3 102.44 51.72 33.62 0.618429±0.0854 0.085633±0.0121 {}
|
|
pittsburg-bridges-SPAN 92 7 3 159.64 80.32 47.52 0.587193±0.1161 0.088505±0.0129 {}
|
|
pittsburg-bridges-T-OR-D 102 7 2 77.08 39.04 33.58 0.837524±0.0741 0.044827±0.0101 {}
|
|
planning 182 12 2 65.68 33.34 9.60 0.568273±0.0874 0.107768±0.0094 {}
|
|
post-operative 90 8 3 394.28 197.64 50.00 0.556667±0.1063 0.123591±0.0193 {}
|
|
seeds 210 7 3 21.04 11.02 6.38 0.929048±0.0422 0.051142±0.0080 {}
|
|
statlog-australian-credit 690 14 2 249.80 125.40 15.34 0.561739±0.0379 0.480447±0.0233 {}
|
|
statlog-german-credit 1000 24 2 167.52 84.26 12.08 0.682500±0.0214 0.417324±0.0237 {}
|
|
statlog-heart 270 13 2 42.04 21.52 8.18 0.777778±0.0476 0.086997±0.0112 {}
|
|
statlog-image 2310 18 7 153.48 77.24 14.96 0.953420±0.0111 0.762252±0.0526 {}
|
|
statlog-vehicle 846 18 4 209.84 105.42 15.54 0.729676±0.0301 0.517568±0.0240 {}
|
|
synthetic-control 600 60 6 14.16 7.58 4.92 0.978500±0.0145 0.088465±0.0081 {}
|
|
tic-tac-toe 958 9 2 55.28 28.14 8.68 0.942268±0.0334 0.223305±0.0533 {}
|
|
vertebral-column-2clases 310 6 2 68.68 34.84 12.62 0.807097±0.0562 0.144129±0.0155 {}
|
|
wine 178 13 3 6.28 3.64 3.32 0.967921±0.0282 0.019877±0.0038 {}
|
|
zoo 101 16 7 14.12 7.56 5.28 0.951429±0.0437 0.025927±0.0028 {}
|
|
Time: 0h 11m 39s
|