OpenML

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(41) on task Supervised Classification on data set synthetic_control

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8997, kappa: 0.88, kb_relative_information_score: 533.8947, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.2778, number_of_instances: 600, precision: 0.901, predictive_accuracy: 0.9, prior_entropy: 2.585, recall: 0.9, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.4899,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set synthetic_control

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9783, kappa: 0.974, kb_relative_information_score: 585.6772, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.2778, number_of_instances: 600, precision: 0.9788, predictive_accuracy: 0.9783, prior_entropy: 2.585, recall: 0.9783, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.085, root_relative_squared_error: 0.228,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(36) on task Supervised Classification on data set synthetic_control

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.985, kappa: 0.982, kb_relative_information_score: 590.0842, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.2778, number_of_instances: 600, precision: 0.9851, predictive_accuracy: 0.985, prior_entropy: 2.585, recall: 0.985, relative_absolute_error: 0.018, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.1897,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(29) on task Supervised Classification on data set synthetic_control

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9783, kappa: 0.974, kb_relative_information_score: 585.6772, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.2778, number_of_instances: 600, precision: 0.9788, predictive_accuracy: 0.9783, prior_entropy: 2.585, recall: 0.9783, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.085, root_relative_squared_error: 0.228,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(42) on task Supervised Classification on data set tr45.wc

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.874, kappa: 0.8548, kb_relative_information_score: 582.1008, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.172, number_of_instances: 690, precision: 0.8776, predictive_accuracy: 0.8754, prior_entropy: 3.0415, recall: 0.8754, relative_absolute_error: 0.1449, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.5385,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(43) on task Supervised Classification on data set oh15.wc

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.7597, kappa: 0.7239, kb_relative_information_score: 668.2402, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.1768, number_of_instances: 913, precision: 0.7798, predictive_accuracy: 0.7579, prior_entropy: 3.2121, recall: 0.7579, relative_absolute_error: 0.2739, root_mean_prior_squared_error: 0.2973, root_mean_squared_error: 0.22, root_relative_squared_error: 0.7402,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(44) on task Supervised Classification on data set fbis.wc

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.7567, kappa: 0.7361, kb_relative_information_score: 1758.8531, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.1047, number_of_instances: 2463, precision: 0.757, predictive_accuracy: 0.7674, prior_entropy: 3.5848, recall: 0.7674, relative_absolute_error: 0.2613, root_mean_prior_squared_error: 0.2288, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.723,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(45) on task Supervised Classification on data set oh0.wc

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.8289, kappa: 0.7952, kb_relative_information_score: 800.7564, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.1749, number_of_instances: 1003, precision: 0.8565, predictive_accuracy: 0.8225, prior_entropy: 3.1536, recall: 0.8225, relative_absolute_error: 0.2029, root_mean_prior_squared_error: 0.2957, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.6371,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(38) on task Supervised Classification on data set irish

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 499.9636, mean_prior_absolute_error: 0.4938, number_of_instances: 500, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, root_mean_prior_squared_error: 0.4969,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(46) on task Supervised Classification on data set irish

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 499.9636, mean_prior_absolute_error: 0.4938, number_of_instances: 500, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, root_mean_prior_squared_error: 0.4969,

Michel Lang 8 years ago
ran flow mlr.classif.gbm.preproc.preproc.tuned(14) on task Supervised Classification on data set irish

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.988, kappa: 0.9758, kb_relative_information_score: 487.7453, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.4938, number_of_instances: 500, precision: 0.9883, predictive_accuracy: 0.988, prior_entropy: 0.991, recall: 0.988, relative_absolute_error: 0.0243, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.2205,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set irish

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.986, kappa: 0.9717, kb_relative_information_score: 485.7089, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4938, number_of_instances: 500, precision: 0.9861, predictive_accuracy: 0.986, prior_entropy: 0.991, recall: 0.986, relative_absolute_error: 0.0284, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.2381,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(37) on task Supervised Classification on data set irish

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 499.9636, mean_prior_absolute_error: 0.4938, number_of_instances: 500, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, root_mean_prior_squared_error: 0.4969,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(39) on task Supervised Classification on data set analcatdata_authorship

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.994, kappa: 0.9913, kb_relative_information_score: 831.8696, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.3439, number_of_instances: 841, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 1.7898, recall: 0.9941, relative_absolute_error: 0.0086, root_mean_prior_squared_error: 0.4146, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.1315,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(47) on task Supervised Classification on data set analcatdata_authorship

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.9261, kappa: 0.8926, kb_relative_information_score: 751.9759, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.3439, number_of_instances: 841, precision: 0.9262, predictive_accuracy: 0.9263, prior_entropy: 1.7898, recall: 0.9263, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.4146, root_mean_squared_error: 0.192, root_relative_squared_error: 0.4631,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set analcatdata_authorship

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.994, kappa: 0.9914, kb_relative_information_score: 833.9717, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.3439, number_of_instances: 841, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 1.7898, recall: 0.9941, relative_absolute_error: 0.0086, root_mean_prior_squared_error: 0.4146, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.1315,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(38) on task Supervised Classification on data set analcatdata_authorship

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9976, kappa: 0.9965, kb_relative_information_score: 837.524, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.3439, number_of_instances: 841, precision: 0.9976, predictive_accuracy: 0.9976, prior_entropy: 1.7898, recall: 0.9976, relative_absolute_error: 0.0035, root_mean_prior_squared_error: 0.4146, root_mean_squared_error: 0.0345, root_relative_squared_error: 0.0832,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(30) on task Supervised Classification on data set analcatdata_authorship

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9905, kappa: 0.9861, kb_relative_information_score: 828.0261, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.3439, number_of_instances: 841, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 1.7898, recall: 0.9905, relative_absolute_error: 0.0138, root_mean_prior_squared_error: 0.4146, root_mean_squared_error: 0.069, root_relative_squared_error: 0.1664,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(40) on task Supervised Classification on data set analcatdata_dmft

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5296, f_measure: 0.2126, kappa: 0.0594, kb_relative_information_score: 109.2716, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2188, predictive_accuracy: 0.2183, prior_entropy: 2.5803, recall: 0.2183, relative_absolute_error: 0.9393, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.5105, root_relative_squared_error: 1.3706,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(48) on task Supervised Classification on data set analcatdata_dmft

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, f_measure: 0.1955, kappa: 0.0303, kb_relative_information_score: 90.2749, mean_absolute_error: 0.2677, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2012, predictive_accuracy: 0.197, prior_entropy: 2.5803, recall: 0.197, relative_absolute_error: 0.9649, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.5174, root_relative_squared_error: 1.3892,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set analcatdata_dmft

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5162, f_measure: 0.198, kappa: 0.0335, kb_relative_information_score: 92.9314, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2046, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9619, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.5166, root_relative_squared_error: 1.387,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(39) on task Supervised Classification on data set analcatdata_dmft

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5314, f_measure: 0.2184, kappa: 0.0628, kb_relative_information_score: 111.3153, mean_absolute_error: 0.2597, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2216, predictive_accuracy: 0.2208, prior_entropy: 2.5803, recall: 0.2208, relative_absolute_error: 0.9363, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.5096, root_relative_squared_error: 1.3684,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(31) on task Supervised Classification on data set analcatdata_dmft

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5319, f_measure: 0.2006, kappa: 0.0645, kb_relative_information_score: 116.5804, mean_absolute_error: 0.2568, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2071, predictive_accuracy: 0.2296, prior_entropy: 2.5803, recall: 0.2296, relative_absolute_error: 0.9257, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.5068, root_relative_squared_error: 1.3607,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(41) on task Supervised Classification on data set profb

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6641, f_measure: 0.7104, kappa: 0.3391, kb_relative_information_score: 220.7727, mean_absolute_error: 0.2842, mean_prior_absolute_error: 0.4446, number_of_instances: 672, precision: 0.7078, predictive_accuracy: 0.7158, prior_entropy: 0.9188, recall: 0.7158, relative_absolute_error: 0.6393, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5331, root_relative_squared_error: 1.1309,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(49) on task Supervised Classification on data set profb

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6027, f_measure: 0.6707, kappa: 0.2412, kb_relative_information_score: 216.0516, mean_absolute_error: 0.2872, mean_prior_absolute_error: 0.4446, number_of_instances: 672, precision: 0.7031, predictive_accuracy: 0.7128, prior_entropy: 0.9188, recall: 0.7128, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5359, root_relative_squared_error: 1.1368,

Michel Lang 8 years ago
ran flow mlr.classif.gbm.preproc.preproc.tuned(15) on task Supervised Classification on data set profb

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6786, f_measure: 0.7247, kappa: 0.3708, kb_relative_information_score: 244.3783, mean_absolute_error: 0.2693, mean_prior_absolute_error: 0.4446, number_of_instances: 672, precision: 0.7226, predictive_accuracy: 0.7307, prior_entropy: 0.9188, recall: 0.7307, relative_absolute_error: 0.6058, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.519, root_relative_squared_error: 1.1009,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set profb

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.6105, kappa: 0.1068, kb_relative_information_score: 145.2349, mean_absolute_error: 0.3318, mean_prior_absolute_error: 0.4446, number_of_instances: 672, precision: 0.6282, predictive_accuracy: 0.6682, prior_entropy: 0.9188, recall: 0.6682, relative_absolute_error: 0.7464, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5761, root_relative_squared_error: 1.222,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(40) on task Supervised Classification on data set profb

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6897, f_measure: 0.7387, kappa: 0.4, kb_relative_information_score: 270.3445, mean_absolute_error: 0.253, mean_prior_absolute_error: 0.4446, number_of_instances: 672, precision: 0.7381, predictive_accuracy: 0.747, prior_entropy: 0.9188, recall: 0.747, relative_absolute_error: 0.569, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.503, root_relative_squared_error: 1.067,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(32) on task Supervised Classification on data set profb

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, f_measure: 0.6147, kappa: 0.1224, kb_relative_information_score: 164.1193, mean_absolute_error: 0.3199, mean_prior_absolute_error: 0.4446, number_of_instances: 672, precision: 0.6513, predictive_accuracy: 0.6801, prior_entropy: 0.9188, recall: 0.6801, relative_absolute_error: 0.7196, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5656, root_relative_squared_error: 1.1999,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(42) on task Supervised Classification on data set collins

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9614, kappa: 0.9581, kb_relative_information_score: 474.5726, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.1212, number_of_instances: 500, precision: 0.9617, predictive_accuracy: 0.962, prior_entropy: 3.6642, recall: 0.962, relative_absolute_error: 0.0418, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.0712, root_relative_squared_error: 0.2893,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(50) on task Supervised Classification on data set collins

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 497.9084, mean_prior_absolute_error: 0.1212, number_of_instances: 500, precision: 1, predictive_accuracy: 1, prior_entropy: 3.6642, recall: 1, root_mean_prior_squared_error: 0.246,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set collins

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.6775, kappa: 0.6558, kb_relative_information_score: 328.0452, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.1212, number_of_instances: 500, precision: 0.7003, predictive_accuracy: 0.688, prior_entropy: 3.6642, recall: 0.688, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.204, root_relative_squared_error: 0.829,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(33) on task Supervised Classification on data set collins

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9979, kappa: 0.9978, kb_relative_information_score: 496.2107, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.1212, number_of_instances: 500, precision: 0.9981, predictive_accuracy: 0.998, prior_entropy: 3.6642, recall: 0.998, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.0163, root_relative_squared_error: 0.0664,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(43) on task Supervised Classification on data set ada_agnostic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7607, f_measure: 0.8398, kappa: 0.5576, kb_relative_information_score: 2452.1773, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.839, predictive_accuracy: 0.8457, prior_entropy: 0.8085, recall: 0.8457, relative_absolute_error: 0.4135, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3928, root_relative_squared_error: 0.9095,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(51) on task Supervised Classification on data set ada_agnostic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7409, f_measure: 0.8326, kappa: 0.5325, kb_relative_information_score: 2404.2494, mean_absolute_error: 0.1578, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8346, predictive_accuracy: 0.8422, prior_entropy: 0.8085, recall: 0.8422, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.9198,

Michel Lang 8 years ago
ran flow mlr.classif.gbm.preproc.preproc.tuned(16) on task Supervised Classification on data set ada_agnostic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7647, f_measure: 0.846, kappa: 0.5729, kb_relative_information_score: 2548.0331, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8464, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.3947, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3838, root_relative_squared_error: 0.8886,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set ada_agnostic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7167, f_measure: 0.8101, kappa: 0.4721, kb_relative_information_score: 2089.7226, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8087, predictive_accuracy: 0.8192, prior_entropy: 0.8085, recall: 0.8192, relative_absolute_error: 0.4846, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4253, root_relative_squared_error: 0.9845,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(41) on task Supervised Classification on data set ada_agnostic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7431, f_measure: 0.8305, kappa: 0.529, kb_relative_information_score: 2353.326, mean_absolute_error: 0.1616, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8304, predictive_accuracy: 0.8384, prior_entropy: 0.8085, recall: 0.8384, relative_absolute_error: 0.4329, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4019, root_relative_squared_error: 0.9306,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(34) on task Supervised Classification on data set ada_agnostic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7633, f_measure: 0.845, kappa: 0.57, kb_relative_information_score: 2536.0511, mean_absolute_error: 0.1482, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8455, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.3971, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.8912,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(44) on task Supervised Classification on data set mozilla4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.9041, kappa: 0.7832, kb_relative_information_score: 11981.1914, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9044, predictive_accuracy: 0.904, prior_entropy: 0.9135, recall: 0.904, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.6598,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(52) on task Supervised Classification on data set mozilla4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.9457, kappa: 0.8751, kb_relative_information_score: 13565.9952, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9485, predictive_accuracy: 0.9467, prior_entropy: 0.9135, recall: 0.9467, relative_absolute_error: 0.1209, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.4917,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(1) on task Supervised Classification on data set anneal

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9911, kappa: 0.9777, kb_relative_information_score: 856.0295, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9911, predictive_accuracy: 0.9911, prior_entropy: 1.2149, recall: 0.9911, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.211,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(1) on task Supervised Classification on data set anneal

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9911, kappa: 0.9777, kb_relative_information_score: 857.0042, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9911, predictive_accuracy: 0.9911, prior_entropy: 1.2149, recall: 0.9911, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.211,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set anneal

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9777, kappa: 0.9443, kb_relative_information_score: 820.7977, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9778, predictive_accuracy: 0.9777, prior_entropy: 1.2149, recall: 0.9777, relative_absolute_error: 0.0553, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.3337,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(1) on task Supervised Classification on data set anneal

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.9733, kappa: 0.9345, kb_relative_information_score: 807.4324, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9743, predictive_accuracy: 0.9744, prior_entropy: 1.2149, recall: 0.9744, relative_absolute_error: 0.0636, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.3578,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(2) on task Supervised Classification on data set kr-vs-kp

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9962, kappa: 0.9925, kb_relative_information_score: 3171.9259, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 0.9986, recall: 0.9962, relative_absolute_error: 0.0075, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0613, root_relative_squared_error: 0.1227,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(2) on task Supervised Classification on data set kr-vs-kp

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9953, kappa: 0.9906, kb_relative_information_score: 3165.9088, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9953, predictive_accuracy: 0.9953, prior_entropy: 0.9986, recall: 0.9953, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.1372,

Michel Lang 8 years ago
ran flow mlr.classif.gbm.preproc.preproc.tuned(1) on task Supervised Classification on data set kr-vs-kp

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 3161.8974, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.0107, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.146,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set kr-vs-kp

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9469, f_measure: 0.9471, kappa: 0.894, kb_relative_information_score: 2857.0309, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9471, predictive_accuracy: 0.9471, prior_entropy: 0.9986, recall: 0.9471, relative_absolute_error: 0.106, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.23, root_relative_squared_error: 0.4604,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(2) on task Supervised Classification on data set kr-vs-kp

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9506, f_measure: 0.9509, kappa: 0.9015, kb_relative_information_score: 2881.0993, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9509, predictive_accuracy: 0.9509, prior_entropy: 0.9986, recall: 0.9509, relative_absolute_error: 0.0984, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.4437,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(1) on task Supervised Classification on data set kr-vs-kp

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 3163.9031, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, recall: 0.995, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0708, root_relative_squared_error: 0.1417,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(3) on task Supervised Classification on data set letter

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9781, kappa: 0.9773, kb_relative_information_score: 19556.7906, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9782, predictive_accuracy: 0.9782, prior_entropy: 4.6998, recall: 0.9782, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.041, root_relative_squared_error: 0.2132,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(3) on task Supervised Classification on data set letter

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8556, kappa: 0.8495, kb_relative_information_score: 17068.2541, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8562, predictive_accuracy: 0.8553, prior_entropy: 4.6998, recall: 0.8553, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1055, root_relative_squared_error: 0.5487,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set letter

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9584, kappa: 0.9567, kb_relative_information_score: 19156.6465, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9585, predictive_accuracy: 0.9584, prior_entropy: 4.6998, recall: 0.9584, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.2942,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(3) on task Supervised Classification on data set letter

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8533, f_measure: 0.7127, kappa: 0.7066, kb_relative_information_score: 14280.4705, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7165, predictive_accuracy: 0.718, prior_entropy: 4.6998, recall: 0.718, relative_absolute_error: 0.2933, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.766,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(2) on task Supervised Classification on data set letter

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9683, kappa: 0.967, kb_relative_information_score: 19355.998, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9685, predictive_accuracy: 0.9683, prior_entropy: 4.6998, recall: 0.9683, relative_absolute_error: 0.033, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0494, root_relative_squared_error: 0.257,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(4) on task Supervised Classification on data set balance-scale

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9984, kappa: 0.9972, kb_relative_information_score: 622.0212, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.3798, number_of_instances: 625, precision: 0.9984, predictive_accuracy: 0.9984, prior_entropy: 1.3212, recall: 0.9984, relative_absolute_error: 0.0028, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.0327, root_relative_squared_error: 0.075,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(4) on task Supervised Classification on data set balance-scale

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8277, f_measure: 0.7826, kappa: 0.6402, kb_relative_information_score: 370.9866, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.3798, number_of_instances: 625, precision: 0.7656, predictive_accuracy: 0.8016, prior_entropy: 1.3212, recall: 0.8016, relative_absolute_error: 0.3483, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.3637, root_relative_squared_error: 0.8349,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set balance-scale

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.8571, kappa: 0.8014, kb_relative_information_score: 456.3337, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.3798, number_of_instances: 625, precision: 0.8242, predictive_accuracy: 0.8928, prior_entropy: 1.3212, recall: 0.8928, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.6137,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(4) on task Supervised Classification on data set balance-scale

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8287, kappa: 0.7478, kb_relative_information_score: 428.961, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.3798, number_of_instances: 625, precision: 0.7964, predictive_accuracy: 0.864, prior_entropy: 1.3212, recall: 0.864, relative_absolute_error: 0.2387, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.6913,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(3) on task Supervised Classification on data set balance-scale

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8564, kappa: 0.8012, kb_relative_information_score: 456.3337, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.3798, number_of_instances: 625, precision: 0.8228, predictive_accuracy: 0.8928, prior_entropy: 1.3212, recall: 0.8928, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.6137,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(5) on task Supervised Classification on data set mfeat-factors

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 1962.3527, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3219, recall: 0.982, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.2,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(5) on task Supervised Classification on data set mfeat-factors

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.8871, kappa: 0.8744, kb_relative_information_score: 1763.6588, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8876, predictive_accuracy: 0.887, prior_entropy: 3.3219, recall: 0.887, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.5011,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set mfeat-factors

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9689, kappa: 0.9656, kb_relative_information_score: 1935.163, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9692, predictive_accuracy: 0.969, prior_entropy: 3.3219, recall: 0.969, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.2625,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(5) on task Supervised Classification on data set mfeat-factors

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 1939.3461, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0322, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.2539,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(4) on task Supervised Classification on data set mfeat-factors

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 1936.2088, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9698, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2603,

Michel Lang 8 years ago
ran flow mlr.classif.svm.preproc.preproc.tuned(6) on task Supervised Classification on data set mfeat-fourier

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.8435, kappa: 0.8261, kb_relative_information_score: 1672.6779, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8437, predictive_accuracy: 0.8435, prior_entropy: 3.3219, recall: 0.8435, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.5897,

Michel Lang 8 years ago
ran flow mlr.classif.rpart.preproc.preproc.tuned(6) on task Supervised Classification on data set mfeat-fourier

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.7664, kappa: 0.74, kb_relative_information_score: 1510.5855, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7681, predictive_accuracy: 0.766, prior_entropy: 3.3219, recall: 0.766, relative_absolute_error: 0.26, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.7211,

Michel Lang 8 years ago
ran flow mlr.classif.kknn.preproc.preproc.tuned(1) on task Supervised Classification on data set mfeat-fourier

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8154, kappa: 0.7956, kb_relative_information_score: 1615.1612, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8182, predictive_accuracy: 0.816, prior_entropy: 3.3219, recall: 0.816, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.6394,

Michel Lang 8 years ago
ran flow mlr.classif.glmnet.preproc.preproc.tuned(6) on task Supervised Classification on data set mfeat-fourier

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8141, kappa: 0.795, kb_relative_information_score: 1614.1155, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.814, predictive_accuracy: 0.8155, prior_entropy: 3.3219, recall: 0.8155, relative_absolute_error: 0.205, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.6403,

Michel Lang 8 years ago
ran flow mlr.classif.ranger.preproc.preproc.tuned(5) on task Supervised Classification on data set mfeat-fourier

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, f_measure: 0.8306, kappa: 0.8128, kb_relative_information_score: 1647.5797, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.831, predictive_accuracy: 0.8315, prior_entropy: 3.3219, recall: 0.8315, relative_absolute_error: 0.1872, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1836, root_relative_squared_error: 0.6119,

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