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William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.9537, kappa: 0.3, kb_relative_information_score: 856.3171, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9462, predictive_accuracy: 0.9627, prior_entropy: 0.2971, recall: 0.9627, relative_absolute_error: 0.7745, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.9371,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.9548, kappa: 0.4001, kb_relative_information_score: -760.8125, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9498, predictive_accuracy: 0.9603, prior_entropy: 0.2971, recall: 0.9603, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.9278,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.9437, kb_relative_information_score: 18.3036, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1213, root_relative_squared_error: 1,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.9437, kb_relative_information_score: -126345.8475, mean_absolute_error: 0.2427, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 8.2053, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.3205, root_relative_squared_error: 2.6417,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.9548, kappa: 0.4001, kb_relative_information_score: -761.021, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9498, predictive_accuracy: 0.9603, prior_entropy: 0.2971, recall: 0.9603, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.9279,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, f_measure: 0.9526, kappa: 0.2718, kb_relative_information_score: -4294.5202, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.945, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.7653, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.9556,
Random Bot 9 years ago
ran flow classif.J48(26) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.9567, kappa: 0.3674, kb_relative_information_score: 2719.2745, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9475, predictive_accuracy: 0.9663, prior_entropy: 0.2971, recall: 0.9663, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.116, root_relative_squared_error: 0.9564,
Random Bot 9 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, f_measure: 0.9534, kappa: 0.2986, kb_relative_information_score: 2005.1615, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9462, predictive_accuracy: 0.9621, prior_entropy: 0.2971, recall: 0.9621, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1231, root_relative_squared_error: 1.0146,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7621, f_measure: 0.9531, kappa: 0.2655, kb_relative_information_score: -4079.5294, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9463, predictive_accuracy: 0.9636, prior_entropy: 0.2971, recall: 0.9636, relative_absolute_error: 0.7422, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.9555,
Casey Davis 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7392, f_measure: 0.9537, kappa: 0.2993, kb_relative_information_score: 849.2559, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9462, predictive_accuracy: 0.9626, prior_entropy: 0.2971, recall: 0.9626, relative_absolute_error: 0.7757, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.9383, scimark_benchmark: 473.1656, usercpu_time_millis: 360, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 340,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.9567, kappa: 0.3674, kb_relative_information_score: 2719.2745, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9475, predictive_accuracy: 0.9663, prior_entropy: 0.2971, recall: 0.9663, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.116, root_relative_squared_error: 0.9564, usercpu_time_millis: 1.3, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 1.251,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(5) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: 1825.0014, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1229, root_relative_squared_error: 1.0133, usercpu_time_millis: 2.327, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 2.309,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(5) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6531, f_measure: 0.956, kappa: 0.3467, kb_relative_information_score: 2670.0156, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9466, predictive_accuracy: 0.9661, prior_entropy: 0.2971, recall: 0.9661, relative_absolute_error: 0.4578, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.9592, usercpu_time_millis: 16.7, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 16.413,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(3) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5951, f_measure: 0.9528, kappa: 0.2473, kb_relative_information_score: 2440.8838, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9433, predictive_accuracy: 0.9652, prior_entropy: 0.2971, recall: 0.9652, relative_absolute_error: 0.4711, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.118, root_relative_squared_error: 0.973, usercpu_time_millis: 6.406, usercpu_time_millis_testing: 0.509, usercpu_time_millis_training: 5.897,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: 1825.0014, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1229, root_relative_squared_error: 1.0133, usercpu_time_millis: 12.864, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 12.741,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(7) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6563, f_measure: 0.9445, kappa: 0.2387, kb_relative_information_score: -704.5255, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9439, predictive_accuracy: 0.9452, prior_entropy: 0.2971, recall: 0.9452, relative_absolute_error: 0.7405, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.148, root_relative_squared_error: 1.2199, usercpu_time_millis: 38.862, usercpu_time_millis_testing: 4.14, usercpu_time_millis_training: 34.722,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(4) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: 1825.0014, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1229, root_relative_squared_error: 1.0133, usercpu_time_millis: 14.871, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 14.479,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6401, f_measure: 0.9549, kappa: 0.3212, kb_relative_information_score: 2508.4209, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9453, predictive_accuracy: 0.9653, prior_entropy: 0.2971, recall: 0.9653, relative_absolute_error: 0.4698, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.9716, usercpu_time_millis: 517.344, usercpu_time_millis_testing: 3.869, usercpu_time_millis_training: 513.475,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(4) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.652, f_measure: 0.9535, kappa: 0.3068, kb_relative_information_score: 1919.7674, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9473, predictive_accuracy: 0.9615, prior_entropy: 0.2971, recall: 0.9615, relative_absolute_error: 0.5202, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.124, root_relative_squared_error: 1.0225, usercpu_time_millis: 1.507, usercpu_time_millis_testing: 1.488, usercpu_time_millis_training: 0.019,
Rafael Gomes Mantovani 9 years ago
ran flow classif.multinom(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6357, f_measure: 0.9555, kappa: 0.3221, kb_relative_information_score: 2666.04, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9461, predictive_accuracy: 0.9662, prior_entropy: 0.2971, recall: 0.9662, relative_absolute_error: 0.4565, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.9578, usercpu_time_millis: 7.648, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 7.616,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7263, f_measure: 0.9548, kappa: 0.4008, kb_relative_information_score: 1823.3041, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9499, predictive_accuracy: 0.9604, prior_entropy: 0.2971, recall: 0.9604, relative_absolute_error: 0.5361, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1259, root_relative_squared_error: 1.038, usercpu_time_millis: 2.643, usercpu_time_millis_testing: 2.355, usercpu_time_millis_training: 0.288,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(5) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5111, f_measure: 0.9446, kappa: 0.0304, kb_relative_information_score: 1804.3475, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9322, predictive_accuracy: 0.962, prior_entropy: 0.2971, recall: 0.962, relative_absolute_error: 0.5136, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1233, root_relative_squared_error: 1.0159, usercpu_time_millis: 2.916, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 2.88,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(21) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6438, f_measure: 0.9537, kappa: 0.2993, kb_relative_information_score: 2071.9042, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9462, predictive_accuracy: 0.9626, prior_entropy: 0.2971, recall: 0.9626, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1223, root_relative_squared_error: 1.008, usercpu_time_millis: 1.838, usercpu_time_millis_testing: 0.462, usercpu_time_millis_training: 1.376,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(11) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.735, f_measure: 0.9551, kappa: 0.4044, kb_relative_information_score: 1811.4523, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9505, predictive_accuracy: 0.9603, prior_entropy: 0.2971, recall: 0.9603, relative_absolute_error: 0.5374, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1261, root_relative_squared_error: 1.0393, usercpu_time_millis: 0.474, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.4,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL1LogReg(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5785, f_measure: 0.951, kappa: 0.2028, kb_relative_information_score: 2262.1262, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9413, predictive_accuracy: 0.9643, prior_entropy: 0.2971, recall: 0.9643, relative_absolute_error: 0.483, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1195, root_relative_squared_error: 0.9853, usercpu_time_millis: 1.591, usercpu_time_millis_testing: 0.006, usercpu_time_millis_training: 1.585,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6267, f_measure: 0.9548, kappa: 0.3077, kb_relative_information_score: 2596.1271, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9452, predictive_accuracy: 0.9658, prior_entropy: 0.2971, recall: 0.9658, relative_absolute_error: 0.4618, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1169, root_relative_squared_error: 0.9634, usercpu_time_millis: 22.01, usercpu_time_millis_testing: 2.485, usercpu_time_millis_training: 19.525,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(3) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6608, f_measure: 0.9514, kappa: 0.2921, kb_relative_information_score: 1534.8385, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9437, predictive_accuracy: 0.9593, prior_entropy: 0.2971, recall: 0.9593, relative_absolute_error: 0.5507, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1276, root_relative_squared_error: 1.052, usercpu_time_millis: 38.619, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 38.466,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6446, f_measure: 0.9544, kappa: 0.3182, kb_relative_information_score: 2349.9964, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9474, predictive_accuracy: 0.9643, prior_entropy: 0.2971, recall: 0.9643, relative_absolute_error: 0.483, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1195, root_relative_squared_error: 0.9853, usercpu_time_millis: 0.862, usercpu_time_millis_testing: 0.241, usercpu_time_millis_training: 0.621,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mlp(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: 1825.0014, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1229, root_relative_squared_error: 1.0133, usercpu_time_millis: 134.766, usercpu_time_millis_testing: 6.481, usercpu_time_millis_training: 128.285,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(43) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6343, f_measure: 0.9539, kappa: 0.3004, kb_relative_information_score: 2233.9947, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9457, predictive_accuracy: 0.9636, prior_entropy: 0.2971, recall: 0.9636, relative_absolute_error: 0.4923, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.9947, usercpu_time_millis: 37.166, usercpu_time_millis_testing: 0.602, usercpu_time_millis_training: 36.564,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(7) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: 1825.0014, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1229, root_relative_squared_error: 1.0133, usercpu_time_millis: 28.342, usercpu_time_millis_testing: 1.026, usercpu_time_millis_training: 27.316,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(5) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6436, f_measure: 0.9552, kappa: 0.3253, kb_relative_information_score: 2422.2739, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9474, predictive_accuracy: 0.9646, prior_entropy: 0.2971, recall: 0.9646, relative_absolute_error: 0.4791, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.119, root_relative_squared_error: 0.9812, usercpu_time_millis: 39.845, usercpu_time_millis_testing: 1.826, usercpu_time_millis_training: 38.019,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(39) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.956, kappa: 0.3472, kb_relative_information_score: 2659.6886, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9466, predictive_accuracy: 0.966, prior_entropy: 0.2971, recall: 0.966, relative_absolute_error: 0.4591, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.9606, usercpu_time_millis: 0.436, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.418,
Rafael Gomes Mantovani 9 years ago
ran flow classif.saeDNN(5) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: 1825.0014, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1229, root_relative_squared_error: 1.0133, usercpu_time_millis: 2.395, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 2.376,
Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(7) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6218, f_measure: 0.9548, kappa: 0.3012, kb_relative_information_score: 2622.502, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9452, predictive_accuracy: 0.966, prior_entropy: 0.2971, recall: 0.966, relative_absolute_error: 0.4591, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.9606, usercpu_time_millis: 28.543, usercpu_time_millis_testing: 0.74, usercpu_time_millis_training: 27.803,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(9) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6202, f_measure: 0.9544, kappa: 0.2887, kb_relative_information_score: 2510.6104, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9471, predictive_accuracy: 0.9654, prior_entropy: 0.2971, recall: 0.9654, relative_absolute_error: 0.4684, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.9703, usercpu_time_millis: 4.616, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 4.327,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: 1825.0014, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1229, root_relative_squared_error: 1.0133, usercpu_time_millis: 0.51, usercpu_time_millis_testing: 0.008, usercpu_time_millis_training: 0.502,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnTrain(5) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: 1825.0014, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1229, root_relative_squared_error: 1.0133, usercpu_time_millis: 1.948, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 1.927,
Rafael Gomes Mantovani 9 years ago
ran flow classif.PART(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6301, f_measure: 0.9528, kappa: 0.2754, kb_relative_information_score: 2054.0642, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9485, predictive_accuracy: 0.9626, prior_entropy: 0.2971, recall: 0.9626, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1223, root_relative_squared_error: 1.008, usercpu_time_millis: 1.553, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 1.242,
Rafael Gomes Mantovani 9 years ago
ran flow classif.qda(4) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7239, f_measure: 0.9548, kappa: 0.3997, kb_relative_information_score: 1839.3521, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9497, predictive_accuracy: 0.9605, prior_entropy: 0.2971, recall: 0.9605, relative_absolute_error: 0.5348, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1258, root_relative_squared_error: 1.0367, usercpu_time_millis: 0.35, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.302,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sda(7) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: 1825.0014, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1229, root_relative_squared_error: 1.0133, usercpu_time_millis: 0.986, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.953,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6587, f_measure: 0.9557, kappa: 0.3452, kb_relative_information_score: 2485.2162, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9479, predictive_accuracy: 0.965, prior_entropy: 0.2971, recall: 0.965, relative_absolute_error: 0.4737, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.9757, usercpu_time_millis: 12.712, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 12.545,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xyf(4) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: 1825.0014, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1229, root_relative_squared_error: 1.0133, usercpu_time_millis: 12.6, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 12.2,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6481, f_measure: 0.956, kappa: 0.3428, kb_relative_information_score: 2686.0635, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9465, predictive_accuracy: 0.9662, prior_entropy: 0.2971, recall: 0.9662, relative_absolute_error: 0.4565, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.9578, usercpu_time_millis: 1395.317, usercpu_time_millis_testing: 378.514, usercpu_time_millis_training: 1016.803,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(7) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6416, f_measure: 0.9541, kappa: 0.3072, kb_relative_information_score: 2169.4356, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9485, predictive_accuracy: 0.9631, prior_entropy: 0.2971, recall: 0.9631, relative_absolute_error: 0.499, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1215, root_relative_squared_error: 1.0014, usercpu_time_millis: 1053.57, usercpu_time_millis_testing: 67.708, usercpu_time_millis_training: 985.862,
Casey Davis 9 years ago
ran flow weka.DecisionStump(5) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, f_measure: 0.9437, kb_relative_information_score: 927.7077, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.8114, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.9045, scimark_benchmark: 479.2609, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
Casey Davis 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8843, f_measure: 0.9557, kappa: 0.326, kb_relative_information_score: -936.9354, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9461, predictive_accuracy: 0.9664, prior_entropy: 0.2971, recall: 0.9664, relative_absolute_error: 0.761, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.8758, scimark_benchmark: 1254.1389, usercpu_time_millis: 450, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 430,
Casey Davis 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7879, f_measure: 0.9555, kappa: 0.3287, kb_relative_information_score: 837.9118, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9466, predictive_accuracy: 0.9658, prior_entropy: 0.2971, recall: 0.9658, relative_absolute_error: 0.7426, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.8924, scimark_benchmark: 473.1656, usercpu_time_millis: 150, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 120,
Casey Davis 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6563, f_measure: 0.9445, kappa: 0.2387, kb_relative_information_score: -724.6239, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9439, predictive_accuracy: 0.9452, prior_entropy: 0.2971, recall: 0.9452, relative_absolute_error: 0.746, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.148, root_relative_squared_error: 1.2196, scimark_benchmark: 473.1656, usercpu_time_millis: 18430, usercpu_time_millis_testing: 18420, usercpu_time_millis_training: 10,
Casey Davis 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6563, f_measure: 0.9445, kappa: 0.2387, kb_relative_information_score: -724.6239, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9439, predictive_accuracy: 0.9452, prior_entropy: 0.2971, recall: 0.9452, relative_absolute_error: 0.746, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.148, root_relative_squared_error: 1.2196, scimark_benchmark: 1228.0693, usercpu_time_millis: 5510, usercpu_time_millis_testing: 5510,
Casey Davis 9 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.9549, kappa: 0.3098, kb_relative_information_score: -551.7922, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9459, predictive_accuracy: 0.9656, prior_entropy: 0.2971, recall: 0.9656, relative_absolute_error: 0.8481, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1102, root_relative_squared_error: 0.9081, scimark_benchmark: 1248.1257, usercpu_time_millis: 72310, usercpu_time_millis_testing: 6700, usercpu_time_millis_training: 65610,
Casey Davis 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8464, f_measure: 0.9551, kappa: 0.316, kb_relative_information_score: -16994.0047, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9466, predictive_accuracy: 0.9656, prior_entropy: 0.2971, recall: 0.9656, relative_absolute_error: 1.3306, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.9519, scimark_benchmark: 1214.6422, usercpu_time_millis: 140, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 120,
Casey Davis 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.9558, kappa: 0.3262, kb_relative_information_score: 273.4815, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9463, predictive_accuracy: 0.9666, prior_entropy: 0.2971, recall: 0.9666, relative_absolute_error: 0.723, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.8764, scimark_benchmark: 476.2765, usercpu_time_millis: 23950, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 23880,
Casey Davis 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.9548, kappa: 0.4001, kb_relative_information_score: -761.021, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9498, predictive_accuracy: 0.9603, prior_entropy: 0.2971, recall: 0.9603, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.9279, scimark_benchmark: 1226.7738, usercpu_time_millis: 60, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10,
Random Bot 9 years ago
ran flow classif.J48(26) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.9567, kappa: 0.3674, kb_relative_information_score: 2719.2745, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9475, predictive_accuracy: 0.9663, prior_entropy: 0.2971, recall: 0.9663, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.116, root_relative_squared_error: 0.9564,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-SMO(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9437, kb_relative_information_score: -126268.8674, mean_absolute_error: 0.2427, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 8.2045, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.3191, root_relative_squared_error: 2.6304,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.9437, kb_relative_information_score: -695.0992, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.7188, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.9337,
William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7945, f_measure: 0.9502, kappa: 0.172, kb_relative_information_score: 1052.9126, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.941, predictive_accuracy: 0.9643, prior_entropy: 0.2971, recall: 0.9643, relative_absolute_error: 0.8292, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.8889,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.9551, kappa: 0.3222, kb_relative_information_score: 791.5786, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.948, predictive_accuracy: 0.9641, prior_entropy: 0.2971, recall: 0.9641, relative_absolute_error: 0.7474, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1094, root_relative_squared_error: 0.9019,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.9549, kappa: 0.4006, kb_relative_information_score: -825.7774, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9498, predictive_accuracy: 0.9605, prior_entropy: 0.2971, recall: 0.9605, relative_absolute_error: 0.8052, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.9284,
Random Bot 9 years ago
ran flow classif.IBk(10) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5459, f_measure: 0.9489, kappa: 0.1321, kb_relative_information_score: 2192.8437, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9408, predictive_accuracy: 0.9641, prior_entropy: 0.2971, recall: 0.9641, relative_absolute_error: 0.4857, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.988,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-NaiveBayes(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7219, f_measure: 0.9548, kappa: 0.4001, kb_relative_information_score: -33089.8697, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9498, predictive_accuracy: 0.9603, prior_entropy: 0.2971, recall: 0.9603, relative_absolute_error: 1.5566, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1228, root_relative_squared_error: 1.0119,
William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.9437, kb_relative_information_score: -54.6777, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1213, root_relative_squared_error: 1,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.9437, kb_relative_information_score: -54.6777, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1213, root_relative_squared_error: 1,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-IBk5(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7743, f_measure: 0.9528, kappa: 0.2648, kb_relative_information_score: -3672.3769, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9446, predictive_accuracy: 0.9635, prior_entropy: 0.2971, recall: 0.9635, relative_absolute_error: 0.7336, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.9412,
Casey Davis 9 years ago
ran flow weka.ZeroR(8) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.9437, kb_relative_information_score: -54.6777, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1213, root_relative_squared_error: 1, scimark_benchmark: 1241.5236,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-J48(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7705, f_measure: 0.953, kappa: 0.3049, kb_relative_information_score: 1702.0582, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9473, predictive_accuracy: 0.9599, prior_entropy: 0.2971, recall: 0.9599, relative_absolute_error: 0.5463, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.123, root_relative_squared_error: 1.014,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-IBk5(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7429, f_measure: 0.9531, kappa: 0.2655, kb_relative_information_score: -5529.191, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9463, predictive_accuracy: 0.9636, prior_entropy: 0.2971, recall: 0.9636, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.996,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.9437, kb_relative_information_score: -331.0981, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 0.7233, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.9367,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-JRip(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7616, f_measure: 0.9537, kappa: 0.2738, kb_relative_information_score: 1239.0709, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9459, predictive_accuracy: 0.965, prior_entropy: 0.2971, recall: 0.965, relative_absolute_error: 0.7484, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.8994,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-HoeffdingTree(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8225, f_measure: 0.9555, kappa: 0.3287, kb_relative_information_score: -33639.2404, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9466, predictive_accuracy: 0.9658, prior_entropy: 0.2971, recall: 0.9658, relative_absolute_error: 1.5234, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1166, root_relative_squared_error: 0.9613,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-HoeffdingTree(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, f_measure: 0.9551, kappa: 0.3155, kb_relative_information_score: 119.5416, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9455, predictive_accuracy: 0.966, prior_entropy: 0.2971, recall: 0.966, relative_absolute_error: 0.766, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1072, root_relative_squared_error: 0.8836,
William Raynaut 7 years ago
ran flow weka.kf.JRip(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.649, f_measure: 0.9542, kappa: 0.2907, kb_relative_information_score: 1378.3096, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9469, predictive_accuracy: 0.9649, prior_entropy: 0.2971, recall: 0.9649, relative_absolute_error: 0.8561, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.9401,
William Raynaut 7 years ago
ran flow weka.kf.HoeffdingTree(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7879, f_measure: 0.9555, kappa: 0.3287, kb_relative_information_score: 837.9118, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9466, predictive_accuracy: 0.9658, prior_entropy: 0.2971, recall: 0.9658, relative_absolute_error: 0.7426, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.8924,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.9551, kappa: 0.4023, kb_relative_information_score: -662.543, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9499, predictive_accuracy: 0.9608, prior_entropy: 0.2971, recall: 0.9608, relative_absolute_error: 0.7951, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.9247,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8488, f_measure: 0.952, kappa: 0.23, kb_relative_information_score: -1829.0579, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9422, predictive_accuracy: 0.9646, prior_entropy: 0.2971, recall: 0.9646, relative_absolute_error: 0.8781, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.8993,
William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8377, f_measure: 0.955, kappa: 0.3235, kb_relative_information_score: -2860.3469, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9484, predictive_accuracy: 0.9636, prior_entropy: 0.2971, recall: 0.9636, relative_absolute_error: 0.7637, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.111, root_relative_squared_error: 0.9145,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9437, kb_relative_information_score: -126315.5561, mean_absolute_error: 0.2427, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 8.2041, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.3204, root_relative_squared_error: 2.6413,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9437, kb_relative_information_score: -126329.0189, mean_absolute_error: 0.2427, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 8.2046, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.3205, root_relative_squared_error: 2.6415,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7392, f_measure: 0.9537, kappa: 0.2993, kb_relative_information_score: 849.2559, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9462, predictive_accuracy: 0.9626, prior_entropy: 0.2971, recall: 0.9626, relative_absolute_error: 0.7757, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.9383,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8018, f_measure: 0.9437, kb_relative_information_score: -31283.3112, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9259, predictive_accuracy: 0.9622, prior_entropy: 0.2971, recall: 0.9622, relative_absolute_error: 1.5133, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1195, root_relative_squared_error: 0.9853,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(15) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7392, f_measure: 0.9537, kappa: 0.2993, kb_relative_information_score: 849.2559, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9462, predictive_accuracy: 0.9626, prior_entropy: 0.2971, recall: 0.9626, relative_absolute_error: 0.7757, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.9383,
Casey Davis 9 years ago
ran flow weka.NaiveBayesUpdateable(9) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.9548, kappa: 0.4001, kb_relative_information_score: -761.021, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9498, predictive_accuracy: 0.9603, prior_entropy: 0.2971, recall: 0.9603, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.9279, scimark_benchmark: 1230.3004, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
Casey Davis 9 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.9567, kappa: 0.3682, kb_relative_information_score: -1425.4428, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9475, predictive_accuracy: 0.9664, prior_entropy: 0.2971, recall: 0.9664, relative_absolute_error: 0.765, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.8765, scimark_benchmark: 1230.3004, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
Casey Davis 9 years ago
ran flow weka.NaiveBayes(10) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.9548, kappa: 0.4001, kb_relative_information_score: -761.021, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9498, predictive_accuracy: 0.9603, prior_entropy: 0.2971, recall: 0.9603, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.9279, scimark_benchmark: 1230.3004, usercpu_time_millis: 50, usercpu_time_millis_testing: 50,
Casey Davis 9 years ago
ran flow weka.NaiveBayesMultinomial(4) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4895, f_measure: 0.4187, kappa: -0.0005, kb_relative_information_score: -121305.0229, mean_absolute_error: 0.2974, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.926, predictive_accuracy: 0.2735, prior_entropy: 0.2971, recall: 0.2735, relative_absolute_error: 10.0529, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.5191, root_relative_squared_error: 4.2788, scimark_benchmark: 1230.3004, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
Heidi Seibold 8 years ago
ran flow mlr.classif.develpartykit.ctree(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.9567, kappa: 0.3674, kb_relative_information_score: 2719.2745, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9475, predictive_accuracy: 0.9663, prior_entropy: 0.2971, recall: 0.9663, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.116, root_relative_squared_error: 0.9564,
Heidi Seibold 8 years ago
ran flow mlr.classif.develpartykit.ctree(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6606, f_measure: 0.9564, kappa: 0.3589, kb_relative_information_score: 2697.5056, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9471, predictive_accuracy: 0.9662, prior_entropy: 0.2971, recall: 0.9662, relative_absolute_error: 0.4565, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.9578,
Heidi Seibold 8 years ago
ran flow mlr.classif.develpartykit.ctree(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.9567, kappa: 0.3674, kb_relative_information_score: 2719.2745, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9475, predictive_accuracy: 0.9663, prior_entropy: 0.2971, recall: 0.9663, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.116, root_relative_squared_error: 0.9564,
Heidi Seibold 8 years ago
ran flow mlr.classif.develpartykit.ctree(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.9567, kappa: 0.3674, kb_relative_information_score: 2719.2745, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9475, predictive_accuracy: 0.9663, prior_entropy: 0.2971, recall: 0.9663, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.116, root_relative_squared_error: 0.9564,
Heidi Seibold 8 years ago
ran flow mlr.classif.develpartykit.ctree(1) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6606, f_measure: 0.9564, kappa: 0.3589, kb_relative_information_score: 2697.5056, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9471, predictive_accuracy: 0.9662, prior_entropy: 0.2971, recall: 0.9662, relative_absolute_error: 0.4565, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.9578,
Josep Pon Farreny 8 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(3) on task Supervised Classification on data set volcanoes-b4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.9431, kappa: 0.2387, kb_relative_information_score: -1260.3302, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.0296, number_of_instances: 10190, precision: 0.9444, predictive_accuracy: 0.9419, prior_entropy: 0.2971, recall: 0.9419, relative_absolute_error: 0.7856, root_mean_prior_squared_error: 0.1213, root_mean_squared_error: 0.1524, root_relative_squared_error: 1.2565,