mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
synced 2025-08-16 07:56:07 +00:00
56 lines
5.5 KiB
Plaintext
56 lines
5.5 KiB
Plaintext
* Process all datasets set with cart: tanveer norm: True std: False store in: cart
|
|
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 3 256.80 128.90 10.72 0.782080±0.0361 0.000687±0.0001 {}
|
|
balloons 16 4 2 11.36 6.18 3.46 0.683333±0.2698 0.000459±0.0001 {}
|
|
breast-cancer-wisc-diag 569 30 2 36.16 18.58 7.10 0.923922±0.0232 0.004067±0.0004 {}
|
|
breast-cancer-wisc-prog 198 33 2 43.20 22.10 7.84 0.691974±0.0724 0.001652±0.0002 {}
|
|
breast-cancer-wisc 699 9 2 57.52 29.26 8.72 0.943498±0.0207 0.000749±0.0001 {}
|
|
breast-cancer 286 9 2 164.72 82.86 15.56 0.635923±0.0535 0.000672±0.0001 {}
|
|
cardiotocography-10clases 2126 21 10 480.84 240.92 20.02 0.810537±0.0192 0.009400±0.0003 {}
|
|
cardiotocography-3clases 2126 21 3 210.96 105.98 15.88 0.920367±0.0140 0.008147±0.0006 {}
|
|
conn-bench-sonar-mines-rocks 208 60 2 34.16 17.58 6.44 0.725877±0.0682 0.002551±0.0003 {}
|
|
cylinder-bands 512 35 2 131.96 66.48 13.46 0.713021±0.0463 0.002119±0.0002 {}
|
|
dermatology 366 34 6 34.60 17.80 10.82 0.939604±0.0239 0.000789±0.0001 {}
|
|
echocardiogram 131 10 2 32.60 16.80 8.82 0.745840±0.0808 0.000590±0.0001 {}
|
|
fertility 100 9 2 28.84 14.92 7.16 0.799000±0.0840 0.000494±0.0001 {}
|
|
haberman-survival 306 3 2 160.92 80.96 15.10 0.638218±0.0558 0.000632±0.0001 {}
|
|
heart-hungarian 294 12 2 83.08 42.04 9.60 0.750275±0.0446 0.000754±0.0001 {}
|
|
hepatitis 155 19 2 37.00 19.00 7.66 0.765806±0.0735 0.000629±0.0001 {}
|
|
ilpd-indian-liver 583 9 2 186.32 93.66 18.08 0.662591±0.0382 0.001591±0.0001 {}
|
|
ionosphere 351 33 2 40.32 20.66 9.88 0.875791±0.0380 0.003113±0.0004 {}
|
|
iris 150 4 3 15.08 8.04 5.04 0.940000±0.0437 0.000488±0.0001 {}
|
|
led-display 1000 7 10 156.60 78.80 7.00 0.703700±0.0296 0.000684±0.0001 {}
|
|
libras 360 90 15 132.32 66.66 11.16 0.654722±0.0598 0.009544±0.0004 {}
|
|
low-res-spect 531 100 9 74.96 37.98 8.74 0.835204±0.0305 0.016014±0.0010 {}
|
|
lymphography 148 18 4 49.00 25.00 7.86 0.769011±0.0756 0.000554±0.0001 {}
|
|
mammographic 961 5 2 403.12 202.06 20.46 0.755774±0.0209 0.000984±0.0001 {}
|
|
molec-biol-promoter 106 57 2 22.24 11.62 5.24 0.715801±0.0881 0.000710±0.0001 {}
|
|
musk-1 476 166 2 75.12 38.06 12.50 0.777531±0.0434 0.018938±0.0024 {}
|
|
oocytes_merluccius_nucleus_4d 1022 41 2 222.24 111.62 15.08 0.719664±0.0307 0.013992±0.0011 {}
|
|
oocytes_merluccius_states_2f 1022 25 3 98.84 49.92 10.78 0.891193±0.0248 0.007075±0.0006 {}
|
|
oocytes_trisopterus_nucleus_2f 912 25 2 192.76 96.88 15.64 0.725762±0.0298 0.008346±0.0004 {}
|
|
oocytes_trisopterus_states_5b 912 32 3 109.12 55.06 12.56 0.870263±0.0259 0.009247±0.0005 {}
|
|
parkinsons 195 22 2 24.84 12.92 5.54 0.855897±0.0582 0.001035±0.0001 {}
|
|
pima 768 8 2 218.52 109.76 14.28 0.700912±0.0311 0.001743±0.0001 {}
|
|
pittsburg-bridges-MATERIAL 106 7 3 33.24 17.12 7.18 0.800649±0.0764 0.000495±0.0001 {}
|
|
pittsburg-bridges-REL-L 103 7 3 57.72 29.36 12.18 0.614333±0.0979 0.000514±0.0001 {}
|
|
pittsburg-bridges-SPAN 92 7 3 55.36 28.18 10.10 0.556491±0.0960 0.000512±0.0001 {}
|
|
pittsburg-bridges-T-OR-D 102 7 2 26.44 13.72 5.94 0.823476±0.0872 0.000482±0.0001 {}
|
|
planning 182 12 2 60.56 30.78 12.18 0.573964±0.0783 0.001038±0.0001 {}
|
|
post-operative 90 8 3 66.32 33.66 11.24 0.582222±0.1055 0.000506±0.0001 {}
|
|
seeds 210 7 3 25.04 13.02 6.14 0.915714±0.0424 0.000669±0.0001 {}
|
|
statlog-australian-credit 690 14 2 269.88 135.44 18.46 0.572464±0.0405 0.001948±0.0001 {}
|
|
statlog-german-credit 1000 24 2 331.92 166.46 16.42 0.689900±0.0251 0.002187±0.0001 {}
|
|
statlog-heart 270 13 2 73.68 37.34 8.86 0.735185±0.0457 0.000765±0.0001 {}
|
|
statlog-image 2310 18 7 127.32 64.16 15.94 0.961602±0.0095 0.008971±0.0003 {}
|
|
statlog-vehicle 846 18 4 233.52 117.26 16.26 0.706385±0.0306 0.003119±0.0001 {}
|
|
synthetic-control 600 60 6 52.16 26.58 8.58 0.902333±0.0251 0.009331±0.0004 {}
|
|
tic-tac-toe 958 9 2 119.20 60.10 9.28 0.952285±0.0185 0.000807±0.0001 {}
|
|
vertebral-column-2clases 310 6 2 61.16 31.08 9.30 0.799677±0.0423 0.000800±0.0001 {}
|
|
wine 178 13 3 16.24 8.62 4.38 0.901587±0.0526 0.000706±0.0001 {}
|
|
zoo 101 16 7 17.96 9.48 6.80 0.955571±0.0444 0.000485±0.0001 {}
|
|
Time: 0h 0m 9s
|