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56 lines
5.5 KiB
Plaintext
56 lines
5.5 KiB
Plaintext
* Process all datasets set with cart: tanveer norm: False std: False store in: cart
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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 3 256.80 128.90 10.72 0.782080±0.0361 0.000690±0.0001 {}
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balloons 16 4 2 11.36 6.18 3.46 0.683333±0.2698 0.000452±0.0001 {}
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breast-cancer-wisc-diag 569 30 2 36.16 18.58 7.10 0.923922±0.0232 0.004026±0.0004 {}
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breast-cancer-wisc-prog 198 33 2 43.20 22.10 7.84 0.691462±0.0723 0.001637±0.0002 {}
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breast-cancer-wisc 699 9 2 57.52 29.26 8.72 0.943356±0.0209 0.000745±0.0001 {}
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breast-cancer 286 9 2 164.72 82.86 15.56 0.636261±0.0549 0.000640±0.0001 {}
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cardiotocography-10clases 2126 21 10 480.84 240.92 20.02 0.810913±0.0190 0.009279±0.0003 {}
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cardiotocography-3clases 2126 21 3 210.96 105.98 15.88 0.920461±0.0138 0.008007±0.0006 {}
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conn-bench-sonar-mines-rocks 208 60 2 34.16 17.58 6.44 0.725389±0.0693 0.002543±0.0002 {}
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cylinder-bands 512 35 2 131.96 66.48 13.46 0.712633±0.0462 0.002111±0.0001 {}
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dermatology 366 34 6 34.60 17.80 10.82 0.939604±0.0239 0.000789±0.0001 {}
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echocardiogram 131 10 2 32.60 16.80 8.82 0.744359±0.0830 0.000592±0.0001 {}
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fertility 100 9 2 28.84 14.92 7.16 0.799000±0.0840 0.000500±0.0001 {}
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haberman-survival 306 3 2 160.92 80.96 15.10 0.640497±0.0551 0.000631±0.0001 {}
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heart-hungarian 294 12 2 83.08 42.04 9.60 0.750614±0.0449 0.000755±0.0001 {}
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hepatitis 155 19 2 37.00 19.00 7.66 0.765806±0.0729 0.000626±0.0001 {}
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ilpd-indian-liver 583 9 2 186.32 93.66 18.08 0.663964±0.0383 0.001601±0.0001 {}
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ionosphere 351 33 2 40.32 20.66 9.88 0.875791±0.0380 0.003113±0.0004 {}
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iris 150 4 3 15.08 8.04 5.04 0.938667±0.0439 0.000496±0.0001 {}
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led-display 1000 7 10 156.60 78.80 7.00 0.703700±0.0296 0.000680±0.0001 {}
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libras 360 90 15 132.32 66.66 11.16 0.655000±0.0592 0.009474±0.0004 {}
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low-res-spect 531 100 9 74.96 37.98 8.74 0.835204±0.0305 0.015995±0.0010 {}
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lymphography 148 18 4 49.00 25.00 7.86 0.768322±0.0755 0.000570±0.0001 {}
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mammographic 961 5 2 403.12 202.06 20.46 0.756919±0.0209 0.000969±0.0001 {}
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molec-biol-promoter 106 57 2 22.24 11.62 5.24 0.715801±0.0881 0.000700±0.0001 {}
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musk-1 476 166 2 75.12 38.06 12.50 0.776897±0.0438 0.018812±0.0023 {}
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oocytes_merluccius_nucleus_4d 1022 41 2 222.24 111.62 15.08 0.719567±0.0307 0.013879±0.0011 {}
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oocytes_merluccius_states_2f 1022 25 3 98.84 49.92 10.78 0.891193±0.0248 0.006929±0.0005 {}
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oocytes_trisopterus_nucleus_2f 912 25 2 192.76 96.88 15.64 0.725762±0.0298 0.008334±0.0004 {}
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oocytes_trisopterus_states_5b 912 32 3 109.12 55.06 12.56 0.870263±0.0259 0.009183±0.0005 {}
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parkinsons 195 22 2 24.84 12.92 5.54 0.855897±0.0582 0.001038±0.0001 {}
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pima 768 8 2 218.52 109.76 14.28 0.701172±0.0308 0.001740±0.0001 {}
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pittsburg-bridges-MATERIAL 106 7 3 33.24 17.12 7.18 0.800649±0.0764 0.000485±0.0001 {}
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pittsburg-bridges-REL-L 103 7 3 57.72 29.36 12.18 0.617190±0.1016 0.000522±0.0001 {}
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pittsburg-bridges-SPAN 92 7 3 55.36 28.18 10.10 0.557544±0.0959 0.000498±0.0001 {}
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pittsburg-bridges-T-OR-D 102 7 2 26.44 13.72 5.94 0.822524±0.0888 0.000477±0.0001 {}
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planning 182 12 2 60.56 30.78 12.18 0.573964±0.0783 0.001029±0.0001 {}
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post-operative 90 8 3 66.32 33.66 11.24 0.582222±0.1055 0.000488±0.0001 {}
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seeds 210 7 3 25.04 13.02 6.14 0.916190±0.0424 0.000661±0.0001 {}
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statlog-australian-credit 690 14 2 269.88 135.44 18.46 0.572029±0.0406 0.001940±0.0001 {}
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statlog-german-credit 1000 24 2 331.92 166.46 16.42 0.689700±0.0253 0.002196±0.0001 {}
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statlog-heart 270 13 2 73.68 37.34 8.86 0.734444±0.0469 0.000759±0.0001 {}
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statlog-image 2310 18 7 127.32 64.16 15.94 0.961342±0.0093 0.008962±0.0003 {}
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statlog-vehicle 846 18 4 233.52 117.26 16.26 0.706384±0.0305 0.003100±0.0001 {}
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synthetic-control 600 60 6 52.16 26.58 8.58 0.902333±0.0251 0.009294±0.0004 {}
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tic-tac-toe 958 9 2 119.20 60.10 9.28 0.952285±0.0185 0.000803±0.0001 {}
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vertebral-column-2clases 310 6 2 61.16 31.08 9.30 0.799677±0.0423 0.000780±0.0001 {}
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wine 178 13 3 16.24 8.62 4.38 0.901587±0.0526 0.000690±0.0001 {}
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zoo 101 16 7 17.96 9.48 6.80 0.955571±0.0444 0.000468±0.0001 {}
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Time: 0h 0m 9s
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