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56 lines
6.7 KiB
Plaintext
56 lines
6.7 KiB
Plaintext
* Process all datasets set with stree: tanveer norm: True std: False store in: stree
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5 Fold Cross Validation with 10 random seeds [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]
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Dataset Samp Var Cls Nodes Leaves Depth Accuracy Time Parameters
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============================== ===== === === ======= ======= ======= =============== =============== ==========
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balance-scale 625 4 3 7.00 4.00 3.00 0.991840±0.0108 0.015649±0.0012 {"C": 10000.0, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0}
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balloons 16 4 2 3.04 2.02 2.02 0.606667±0.3069 0.000968±0.0002 {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0}
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breast-cancer-wisc-diag 569 30 2 3.00 2.00 2.00 0.948159±0.0178 0.002857±0.0002 {"C": 0.2, "max_iter": 10000.0}
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breast-cancer-wisc-prog 198 33 2 2.56 1.78 1.78 0.765705±0.0692 0.002075±0.0004 {"C": 0.2, "max_iter": 10000.0}
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breast-cancer-wisc 699 9 2 3.92 2.46 2.46 0.965663±0.0129 0.003424±0.0005 {}
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breast-cancer 286 9 2 9.52 5.26 4.04 0.725505±0.0460 0.006020±0.0020 {}
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cardiotocography-10clases 2126 21 10 30.08 15.54 12.12 0.602919±0.0232 0.258118±0.0314 {}
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cardiotocography-3clases 2126 21 3 9.52 5.26 5.12 0.884291±0.0158 0.032403±0.0029 {}
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conn-bench-sonar-mines-rocks 208 60 2 5.44 3.22 2.84 0.771603±0.0587 0.008198±0.0014 {}
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cylinder-bands 512 35 2 3.52 2.26 2.24 0.684361±0.0403 0.019215±0.0036 {}
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dermatology 366 34 6 11.40 6.20 6.20 0.965283±0.0184 0.106733±0.0111 {"C": 55, "max_iter": 10000.0}
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echocardiogram 131 10 2 1.00 1.00 1.00 0.671624±0.0888 0.001053±0.0001 {"C": 7, "gamma": 0.1, "kernel": "poly", "max_features": "auto", "max_iter": 10000.0}
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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}
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haberman-survival 306 3 2 6.48 3.74 3.28 0.733681±0.0498 0.004348±0.0008 {}
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heart-hungarian 294 12 2 3.00 2.00 2.00 0.707504±0.0699 0.002285±0.0002 {"C": 0.05, "max_iter": 10000.0}
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hepatitis 155 19 2 2.48 1.74 1.74 0.787742±0.0722 0.002472±0.0006 {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0}
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ilpd-indian-liver 583 9 2 1.88 1.44 1.42 0.713052±0.0372 0.002168±0.0009 {}
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ionosphere 351 33 2 3.20 2.10 2.10 0.930209±0.0315 0.007402±0.0008 {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0}
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iris 150 4 3 5.00 3.00 3.00 0.952000±0.0299 0.003280±0.0002 {}
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led-display 1000 7 10 34.76 17.88 13.30 0.699600±0.0276 0.125559±0.0057 {}
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libras 360 90 15 19.32 10.16 9.94 0.253611±0.0379 0.250649±0.0186 {"C": 0.08, "max_iter": 10000.0}
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low-res-spect 531 100 9 9.52 5.26 5.24 0.689452±0.0434 0.036292±0.0027 {"C": 0.05, "max_iter": 10000.0}
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lymphography 148 18 4 3.36 2.18 2.18 0.759977±0.0984 0.002751±0.0004 {"C": 0.05, "max_iter": 10000.0}
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mammographic 961 5 2 3.00 2.00 2.00 0.805308±0.0249 0.003718±0.0002 {}
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molec-biol-promoter 106 57 2 3.00 2.00 2.00 0.736926±0.1071 0.001917±0.0003 {"C": 0.05, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0}
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musk-1 476 166 2 1.00 1.00 1.00 0.565094±0.0409 0.012907±0.0003 {"C": 0.05, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0}
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oocytes_merluccius_nucleus_4d 1022 41 2 2.16 1.58 1.58 0.669668±0.0247 0.036814±0.0114 {"C": 8.25, "gamma": 0.1, "kernel": "poly"}
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oocytes_merluccius_states_2f 1022 25 3 6.04 3.52 3.52 0.906066±0.0195 0.038279±0.0023 {}
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oocytes_trisopterus_nucleus_2f 912 25 2 3.60 2.30 2.24 0.718858±0.0364 0.017166±0.0032 {}
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oocytes_trisopterus_states_5b 912 32 3 3.00 2.00 2.00 0.803070±0.0235 0.011375±0.0003 {"C": 0.11, "max_iter": 10000.0}
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parkinsons 195 22 2 3.04 2.02 2.02 0.854359±0.0496 0.002917±0.0003 {}
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pima 768 8 2 3.16 2.08 2.08 0.768866±0.0305 0.004714±0.0004 {}
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pittsburg-bridges-MATERIAL 106 7 3 2.28 1.64 1.64 0.758485±0.0954 0.002018±0.0007 {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0}
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pittsburg-bridges-REL-L 103 7 3 6.24 3.62 3.50 0.622190±0.0916 0.005074±0.0015 {}
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pittsburg-bridges-SPAN 92 7 3 4.08 2.54 2.54 0.588596±0.1312 0.002793±0.0006 {"C": 0.05, "max_iter": 10000.0}
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pittsburg-bridges-T-OR-D 102 7 2 2.48 1.74 1.74 0.863810±0.0762 0.001623±0.0004 {}
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planning 182 12 2 4.24 2.62 2.62 0.633258±0.0793 0.003255±0.0003 {"C": 7, "gamma": 10.0, "kernel": "rbf", "max_iter": 10000.0}
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post-operative 90 8 3 1.00 1.00 1.00 0.711111±0.0754 0.001117±0.0001 {"C": 55, "degree": 5, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0}
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seeds 210 7 3 11.20 6.10 4.84 0.950000±0.0382 0.038266±0.0088 {"C": 10000.0, "max_iter": 10000.0}
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statlog-australian-credit 690 14 2 1.00 1.00 1.00 0.678261±0.0390 0.001162±0.0001 {"C": 0.05, "max_features": "auto", "max_iter": 10000.0}
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statlog-german-credit 1000 24 2 8.64 4.82 3.66 0.769500±0.0278 0.017215±0.0035 {}
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statlog-heart 270 13 2 3.00 2.00 2.00 0.842593±0.0391 0.003080±0.0001 {}
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statlog-image 2310 18 7 17.76 9.38 8.44 0.913463±0.0144 0.281903±0.0110 {"C": 7, "max_iter": 10000.0}
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statlog-vehicle 846 18 4 13.36 7.18 5.66 0.702272±0.0339 0.031890±0.0035 {}
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synthetic-control 600 60 6 11.28 6.14 6.14 0.947000±0.0200 0.137800±0.0070 {"C": 0.55, "max_iter": 10000.0}
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tic-tac-toe 958 9 2 1.00 1.00 1.00 0.653451±0.0280 0.013150±0.0003 {"C": 0.2, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0}
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vertebral-column-2clases 310 6 2 3.00 2.00 2.00 0.807419±0.0519 0.002579±0.0001 {}
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wine 178 13 3 5.00 3.00 3.00 0.968556±0.0306 0.003402±0.0003 {"C": 0.55, "max_iter": 10000.0}
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zoo 101 16 7 12.12 6.56 6.56 0.877000±0.0680 0.005530±0.0007 {"C": 0.1, "max_iter": 10000.0}
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Time: 0h 1m 28s
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