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56 lines
5.5 KiB
Plaintext
56 lines
5.5 KiB
Plaintext
* Process all datasets set with stree_default: tanveer norm: True std: False store in: stree_default
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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 16.32 8.66 6.68 0.907840±0.0270 0.014065±0.0034 {}
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balloons 16 4 2 4.08 2.54 2.34 0.641667±0.2760 0.001445±0.0005 {}
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breast-cancer-wisc-diag 569 30 2 3.00 2.00 2.00 0.966609±0.0166 0.004475±0.0005 {}
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breast-cancer-wisc-prog 198 33 2 3.44 2.22 2.22 0.790846±0.0663 0.004706±0.0006 {}
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breast-cancer-wisc 699 9 2 3.92 2.46 2.46 0.965663±0.0129 0.003395±0.0005 {}
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breast-cancer 286 9 2 9.52 5.26 4.04 0.725505±0.0460 0.006016±0.0020 {}
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cardiotocography-10clases 2126 21 10 30.08 15.54 12.12 0.602919±0.0232 0.256374±0.0305 {}
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cardiotocography-3clases 2126 21 3 9.52 5.26 5.12 0.884291±0.0158 0.032614±0.0030 {}
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conn-bench-sonar-mines-rocks 208 60 2 5.44 3.22 2.84 0.771603±0.0587 0.008209±0.0015 {}
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cylinder-bands 512 35 2 3.52 2.26 2.24 0.684361±0.0403 0.019361±0.0037 {}
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dermatology 366 34 6 11.00 6.00 6.00 0.970463±0.0165 0.019737±0.0014 {}
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echocardiogram 131 10 2 3.00 2.00 2.00 0.849088±0.0650 0.002098±0.0003 {}
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fertility 100 9 2 1.00 1.00 1.00 0.880000±0.0548 0.001096±0.0001 {}
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haberman-survival 306 3 2 6.48 3.74 3.28 0.733681±0.0498 0.004380±0.0008 {}
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heart-hungarian 294 12 2 4.36 2.68 2.66 0.828223±0.0487 0.004726±0.0006 {}
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hepatitis 155 19 2 4.64 2.82 2.64 0.798065±0.0738 0.003590±0.0008 {}
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ilpd-indian-liver 583 9 2 1.88 1.44 1.42 0.713052±0.0372 0.002143±0.0009 {}
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ionosphere 351 33 2 6.04 3.52 3.52 0.884620±0.0370 0.024134±0.0049 {}
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iris 150 4 3 5.00 3.00 3.00 0.952000±0.0299 0.003308±0.0003 {}
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led-display 1000 7 10 34.76 17.88 13.30 0.699600±0.0276 0.126071±0.0055 {}
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libras 360 90 15 74.80 37.90 28.46 0.698056±0.0585 3.209736±0.4391 {}
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low-res-spect 531 100 9 16.20 8.60 8.08 0.851023±0.0361 0.177439±0.0123 {}
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lymphography 148 18 4 5.12 3.06 3.06 0.847264±0.0602 0.004911±0.0004 {}
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mammographic 961 5 2 3.00 2.00 2.00 0.805308±0.0249 0.003824±0.0005 {}
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molec-biol-promoter 106 57 2 3.00 2.00 2.00 0.776450±0.0835 0.002570±0.0002 {}
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musk-1 476 166 2 3.68 2.34 2.34 0.817667±0.0333 0.064748±0.0099 {}
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oocytes_merluccius_nucleus_4d 1022 41 2 5.52 3.26 2.92 0.727383±0.0253 0.044887±0.0122 {}
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oocytes_merluccius_states_2f 1022 25 3 6.04 3.52 3.52 0.906066±0.0195 0.038461±0.0022 {}
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oocytes_trisopterus_nucleus_2f 912 25 2 3.60 2.30 2.24 0.718858±0.0364 0.017147±0.0032 {}
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oocytes_trisopterus_states_5b 912 32 3 3.08 2.04 2.04 0.866333±0.0200 0.048394±0.0048 {}
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parkinsons 195 22 2 3.04 2.02 2.02 0.854359±0.0496 0.002931±0.0002 {}
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pima 768 8 2 3.16 2.08 2.08 0.768866±0.0305 0.004740±0.0004 {}
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pittsburg-bridges-MATERIAL 106 7 3 4.48 2.74 2.74 0.862857±0.0724 0.003789±0.0006 {}
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pittsburg-bridges-REL-L 103 7 3 6.24 3.62 3.50 0.622190±0.0916 0.005106±0.0017 {}
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pittsburg-bridges-SPAN 92 7 3 7.44 4.22 4.10 0.670702±0.0892 0.005823±0.0013 {}
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pittsburg-bridges-T-OR-D 102 7 2 2.48 1.74 1.74 0.863810±0.0762 0.001626±0.0003 {}
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planning 182 12 2 1.16 1.08 1.08 0.713814±0.0720 0.001689±0.0004 {}
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post-operative 90 8 3 2.92 1.96 1.96 0.691111±0.0763 0.002381±0.0011 {}
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seeds 210 7 3 5.00 3.00 3.00 0.928095±0.0419 0.004808±0.0003 {}
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statlog-australian-credit 690 14 2 1.04 1.02 1.02 0.678116±0.0389 0.001939±0.0003 {}
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statlog-german-credit 1000 24 2 8.64 4.82 3.66 0.769500±0.0278 0.017238±0.0035 {}
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statlog-heart 270 13 2 3.00 2.00 2.00 0.842593±0.0391 0.003095±0.0002 {}
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statlog-image 2310 18 7 15.72 8.36 7.88 0.869913±0.0163 0.090912±0.0037 {}
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statlog-vehicle 846 18 4 13.36 7.18 5.66 0.702272±0.0339 0.032005±0.0036 {}
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synthetic-control 600 60 6 11.80 6.40 6.36 0.955333±0.0180 0.203398±0.0135 {}
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tic-tac-toe 958 9 2 3.00 2.00 2.00 0.983296±0.0084 0.005913±0.0004 {}
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vertebral-column-2clases 310 6 2 3.00 2.00 2.00 0.807419±0.0519 0.002559±0.0001 {}
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wine 178 13 3 5.00 3.00 3.00 0.974175±0.0268 0.003608±0.0004 {}
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zoo 101 16 7 13.88 7.44 7.44 0.957476±0.0466 0.006736±0.0004 {}
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Time: 0h 3m 50s
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