mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
synced 2025-08-15 23:46:03 +00:00
56 lines
6.7 KiB
Plaintext
56 lines
6.7 KiB
Plaintext
* Process all datasets set with stree: tanveer norm: False std: False store in: stree
|
|
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 7.00 4.00 3.00 0.970560±0.0150 0.013521±0.0011 {"C": 10000.0, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0}
|
|
balloons 16 4 2 3.00 2.00 2.00 0.860000±0.2850 0.000805±0.0001 {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0}
|
|
breast-cancer-wisc-diag 569 30 2 3.24 2.12 2.12 0.972764±0.0173 0.003808±0.0006 {"C": 0.2, "max_iter": 10000.0}
|
|
breast-cancer-wisc-prog 198 33 2 5.84 3.42 3.24 0.811128±0.0585 0.007675±0.0015 {"C": 0.2, "max_iter": 10000.0}
|
|
breast-cancer-wisc 699 9 2 8.88 4.94 4.08 0.966661±0.0139 0.006522±0.0007 {}
|
|
breast-cancer 286 9 2 21.72 11.36 5.86 0.734211±0.0480 0.023475±0.0058 {}
|
|
cardiotocography-10clases 2126 21 10 160.76 80.88 22.86 0.791487±0.0192 3.105822±0.3392 {}
|
|
cardiotocography-3clases 2126 21 3 47.68 24.34 8.84 0.900613±0.0154 1.052277±0.1388 {}
|
|
conn-bench-sonar-mines-rocks 208 60 2 6.08 3.54 2.86 0.755528±0.0678 0.011577±0.0034 {}
|
|
cylinder-bands 512 35 2 26.20 13.60 6.82 0.715049±0.0368 0.301143±0.1098 {}
|
|
dermatology 366 34 6 11.00 6.00 6.00 0.971833±0.0207 0.037754±0.0107 {"C": 55, "max_iter": 10000.0}
|
|
echocardiogram 131 10 2 7.00 4.00 3.54 0.814758±0.0998 0.003334±0.0010 {"C": 7, "gamma": 0.1, "kernel": "poly", "max_features": "auto", "max_iter": 10000.0}
|
|
fertility 100 9 2 1.00 1.00 1.00 0.880000±0.0548 0.000903±0.0001 {"C": 0.05, "max_features": "auto", "max_iter": 10000.0}
|
|
haberman-survival 306 3 2 23.40 12.20 5.98 0.735637±0.0435 0.017161±0.0033 {}
|
|
heart-hungarian 294 12 2 10.16 5.58 4.00 0.827522±0.0505 0.004939±0.0007 {"C": 0.05, "max_iter": 10000.0}
|
|
hepatitis 155 19 2 3.00 2.00 2.00 0.824516±0.0739 0.002153±0.0001 {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0}
|
|
ilpd-indian-liver 583 9 2 16.04 8.52 5.28 0.723498±0.0385 0.034524±0.0158 {}
|
|
ionosphere 351 33 2 3.16 2.08 2.08 0.953276±0.0239 0.008817±0.0008 {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0}
|
|
iris 150 4 3 5.00 3.00 3.00 0.965333±0.0319 0.003573±0.0004 {}
|
|
led-display 1000 7 10 47.16 24.08 17.76 0.703000±0.0291 0.222106±0.0117 {}
|
|
libras 360 90 15 82.28 41.64 28.84 0.788611±0.0517 0.841714±0.0831 {"C": 0.08, "max_iter": 10000.0}
|
|
low-res-spect 531 100 9 27.40 14.20 10.74 0.883782±0.0325 0.446301±0.0412 {"C": 0.05, "max_iter": 10000.0}
|
|
lymphography 148 18 4 9.04 5.02 4.48 0.835034±0.0591 0.005395±0.0008 {"C": 0.05, "max_iter": 10000.0}
|
|
mammographic 961 5 2 7.40 4.20 4.00 0.819150±0.0223 0.022793±0.0033 {}
|
|
molec-biol-promoter 106 57 2 3.00 2.00 2.00 0.767056±0.0911 0.001303±0.0001 {"C": 0.05, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0}
|
|
musk-1 476 166 2 3.00 2.00 2.00 0.916388±0.0275 0.011637±0.0003 {"C": 0.05, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0}
|
|
oocytes_merluccius_nucleus_4d 1022 41 2 10.52 5.76 4.42 0.835125±0.0221 0.208895±0.0271 {"C": 8.25, "gamma": 0.1, "kernel": "poly"}
|
|
oocytes_merluccius_states_2f 1022 25 3 18.04 9.52 5.30 0.915365±0.0204 0.182198±0.0294 {}
|
|
oocytes_trisopterus_nucleus_2f 912 25 2 29.88 15.44 7.38 0.800986±0.0218 0.717113±0.2096 {}
|
|
oocytes_trisopterus_states_5b 912 32 3 7.44 4.22 3.60 0.922249±0.0179 0.054505±0.0085 {"C": 0.11, "max_iter": 10000.0}
|
|
parkinsons 195 22 2 8.48 4.74 3.76 0.882051±0.0478 0.007950±0.0018 {}
|
|
pima 768 8 2 17.40 9.20 5.66 0.766651±0.0297 0.075005±0.0214 {}
|
|
pittsburg-bridges-MATERIAL 106 7 3 5.16 3.08 3.02 0.867749±0.0712 0.002933±0.0003 {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0}
|
|
pittsburg-bridges-REL-L 103 7 3 16.32 8.66 5.96 0.632238±0.1012 0.013631±0.0032 {}
|
|
pittsburg-bridges-SPAN 92 7 3 9.84 5.42 4.58 0.659766±0.1165 0.005243±0.0016 {"C": 0.05, "max_iter": 10000.0}
|
|
pittsburg-bridges-T-OR-D 102 7 2 4.56 2.78 2.68 0.861619±0.0694 0.002956±0.0006 {}
|
|
planning 182 12 2 3.00 2.00 2.00 0.735270±0.0670 0.003047±0.0002 {"C": 7, "gamma": 10.0, "kernel": "rbf", "max_iter": 10000.0}
|
|
post-operative 90 8 3 2.64 1.82 1.82 0.711111±0.0754 0.001873±0.0005 {"C": 55, "degree": 5, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0}
|
|
seeds 210 7 3 9.88 5.44 4.44 0.952857±0.0280 0.020349±0.0052 {"C": 10000.0, "max_iter": 10000.0}
|
|
statlog-australian-credit 690 14 2 1.32 1.16 1.16 0.678261±0.0390 0.002053±0.0008 {"C": 0.05, "max_features": "auto", "max_iter": 10000.0}
|
|
statlog-german-credit 1000 24 2 21.24 11.12 6.18 0.762500±0.0272 0.290754±0.0653 {}
|
|
statlog-heart 270 13 2 14.56 7.78 5.00 0.822963±0.0440 0.013892±0.0032 {}
|
|
statlog-image 2310 18 7 36.92 18.96 10.80 0.955931±0.0096 4.275845±0.2004 {"C": 7, "max_iter": 10000.0}
|
|
statlog-vehicle 846 18 4 23.88 12.44 7.06 0.793028±0.0301 0.278833±0.0392 {}
|
|
synthetic-control 600 60 6 12.48 6.74 6.50 0.950000±0.0254 0.205184±0.0408 {"C": 0.55, "max_iter": 10000.0}
|
|
tic-tac-toe 958 9 2 3.00 2.00 2.00 0.984444±0.0084 0.012302±0.0004 {"C": 0.2, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0}
|
|
vertebral-column-2clases 310 6 2 6.04 3.52 3.34 0.852903±0.0409 0.005768±0.0009 {}
|
|
wine 178 13 3 5.00 3.00 3.00 0.979159±0.0224 0.001974±0.0001 {"C": 0.55, "max_iter": 10000.0}
|
|
zoo 101 16 7 13.04 7.02 7.02 0.957524±0.0455 0.005562±0.0002 {"C": 0.1, "max_iter": 10000.0}
|
|
Time: 0h 10m 41s
|