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William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7062, f_measure: 0.6632, kappa: 0.2618, kb_relative_information_score: 39.8833, mean_absolute_error: 0.3576, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6618, predictive_accuracy: 0.6649, prior_entropy: 0.9403, recall: 0.6649, relative_absolute_error: 0.7796, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4903, root_relative_squared_error: 1.0241,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.505, kb_relative_information_score: 22.2292, mean_absolute_error: 0.3909, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.9237,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.788, f_measure: 0.7243, kappa: 0.3941, kb_relative_information_score: 46.5249, mean_absolute_error: 0.3501, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7229, predictive_accuracy: 0.7268, prior_entropy: 0.9403, recall: 0.7268, relative_absolute_error: 0.7631, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.8801,
Random Bot 9 years ago
ran flow classif.ada(6) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6946, f_measure: 0.7279, kappa: 0.3996, kb_relative_information_score: 76.3434, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7264, predictive_accuracy: 0.732, prior_entropy: 0.9403, recall: 0.732, relative_absolute_error: 0.5843, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5177, root_relative_squared_error: 1.0815,
Random Bot 9 years ago
ran flow classif.randomForest(54) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.7072, kappa: 0.3498, kb_relative_information_score: 69.5704, mean_absolute_error: 0.2835, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7072, predictive_accuracy: 0.7165, prior_entropy: 0.9403, recall: 0.7165, relative_absolute_error: 0.618, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5325, root_relative_squared_error: 1.1122,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.7186, kappa: 0.3913, kb_relative_information_score: 60.1883, mean_absolute_error: 0.3124, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7216, predictive_accuracy: 0.7165, prior_entropy: 0.9403, recall: 0.7165, relative_absolute_error: 0.6809, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4159, root_relative_squared_error: 0.8687,
Random Bot 9 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6849, f_measure: 0.7239, kappa: 0.3873, kb_relative_information_score: 76.3434, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7242, predictive_accuracy: 0.732, prior_entropy: 0.9403, recall: 0.732, relative_absolute_error: 0.5843, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5177, root_relative_squared_error: 1.0815,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ada(5) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7076, f_measure: 0.732, kappa: 0.4152, kb_relative_information_score: 76.3434, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.732, predictive_accuracy: 0.732, prior_entropy: 0.9403, recall: 0.732, relative_absolute_error: 0.5843, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5177, root_relative_squared_error: 1.0815, usercpu_time_millis: 42.502, usercpu_time_millis_testing: 13.935, usercpu_time_millis_training: 28.567,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6516, f_measure: 0.6654, kappa: 0.29, kb_relative_information_score: 44.736, mean_absolute_error: 0.3402, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6777, predictive_accuracy: 0.6598, prior_entropy: 0.9403, recall: 0.6598, relative_absolute_error: 0.7416, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5833, root_relative_squared_error: 1.2184, usercpu_time_millis: 1.763, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 1.284,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6296, f_measure: 0.6632, kappa: 0.2618, kb_relative_information_score: 46.9937, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6618, predictive_accuracy: 0.6649, prior_entropy: 0.9403, recall: 0.6649, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5788, root_relative_squared_error: 1.2091, usercpu_time_millis: 6.211, usercpu_time_millis_testing: 2.788, usercpu_time_millis_training: 3.423,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5852, f_measure: 0.6328, kappa: 0.1821, kb_relative_information_score: 40.2207, mean_absolute_error: 0.3505, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6303, predictive_accuracy: 0.6495, prior_entropy: 0.9403, recall: 0.6495, relative_absolute_error: 0.764, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.592, root_relative_squared_error: 1.2367, usercpu_time_millis: 2.348, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 1.904,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rotationForest(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6809, f_measure: 0.7194, kappa: 0.3777, kb_relative_information_score: 74.0857, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7189, predictive_accuracy: 0.7268, prior_entropy: 0.9403, recall: 0.7268, relative_absolute_error: 0.5955, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5227, root_relative_squared_error: 1.0918, usercpu_time_millis: 13.927, usercpu_time_millis_testing: 1.084, usercpu_time_millis_training: 12.843,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6759, f_measure: 0.7219, kappa: 0.3802, kb_relative_information_score: 78.6011, mean_absolute_error: 0.2629, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7307, predictive_accuracy: 0.7371, prior_entropy: 0.9403, recall: 0.7371, relative_absolute_error: 0.573, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5127, root_relative_squared_error: 1.071, usercpu_time_millis: 24.611, usercpu_time_millis_testing: 1.69, usercpu_time_millis_training: 22.921,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6514, f_measure: 0.6804, kappa: 0.3027, kb_relative_information_score: 53.7667, mean_absolute_error: 0.3196, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6804, predictive_accuracy: 0.6804, prior_entropy: 0.9403, recall: 0.6804, relative_absolute_error: 0.6966, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5653, root_relative_squared_error: 1.1809, usercpu_time_millis: 5.728, usercpu_time_millis_testing: 2.572, usercpu_time_millis_training: 3.156,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6696, f_measure: 0.7088, kappa: 0.3542, kb_relative_information_score: 69.5704, mean_absolute_error: 0.2835, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7079, predictive_accuracy: 0.7165, prior_entropy: 0.9403, recall: 0.7165, relative_absolute_error: 0.618, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5325, root_relative_squared_error: 1.1122, usercpu_time_millis: 4.932, usercpu_time_millis_testing: 2.094, usercpu_time_millis_training: 2.838,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6536, f_measure: 0.6906, kappa: 0.3165, kb_relative_information_score: 60.5397, mean_absolute_error: 0.3041, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6883, predictive_accuracy: 0.6959, prior_entropy: 0.9403, recall: 0.6959, relative_absolute_error: 0.6629, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5515, root_relative_squared_error: 1.152, usercpu_time_millis: 0.532, usercpu_time_millis_testing: 0.511, usercpu_time_millis_training: 0.021,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(5) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6559, f_measure: 0.6994, kappa: 0.3311, kb_relative_information_score: 67.3127, mean_absolute_error: 0.2887, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7008, predictive_accuracy: 0.7113, prior_entropy: 0.9403, recall: 0.7113, relative_absolute_error: 0.6292, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5373, root_relative_squared_error: 1.1223, usercpu_time_millis: 35.464, usercpu_time_millis_testing: 4.595, usercpu_time_millis_training: 30.869,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6584, f_measure: 0.6982, kappa: 0.3307, kb_relative_information_score: 65.0551, mean_absolute_error: 0.2938, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6969, predictive_accuracy: 0.7062, prior_entropy: 0.9403, recall: 0.7062, relative_absolute_error: 0.6404, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.542, root_relative_squared_error: 1.1323, usercpu_time_millis: 2.565, usercpu_time_millis_testing: 0.317, usercpu_time_millis_training: 2.248,
Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(5) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5025, kappa: -0.0103, kb_relative_information_score: 35.7053, mean_absolute_error: 0.3608, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.414, predictive_accuracy: 0.6392, prior_entropy: 0.9403, recall: 0.6392, relative_absolute_error: 0.7865, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.6007, root_relative_squared_error: 1.2548, usercpu_time_millis: 0.747, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.567,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bartMachine(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6896, f_measure: 0.7316, kappa: 0.4028, kb_relative_information_score: 80.8588, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7352, predictive_accuracy: 0.7423, prior_entropy: 0.9403, recall: 0.7423, relative_absolute_error: 0.5618, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5077, root_relative_squared_error: 1.0605, usercpu_time_millis: 65.255, usercpu_time_millis_testing: 3.657, usercpu_time_millis_training: 61.598,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6277, f_measure: 0.6761, kappa: 0.2779, kb_relative_information_score: 60.5397, mean_absolute_error: 0.3041, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6822, predictive_accuracy: 0.6959, prior_entropy: 0.9403, recall: 0.6959, relative_absolute_error: 0.6629, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5515, root_relative_squared_error: 1.152, usercpu_time_millis: 0.769, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 0.362,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5232, f_measure: 0.5742, kappa: 0.0508, kb_relative_information_score: 19.9016, mean_absolute_error: 0.3969, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.5679, predictive_accuracy: 0.6031, prior_entropy: 0.9403, recall: 0.6031, relative_absolute_error: 0.8652, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.63, root_relative_squared_error: 1.316, usercpu_time_millis: 3.573, usercpu_time_millis_testing: 1.506, usercpu_time_millis_training: 2.067,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6826, f_measure: 0.7139, kappa: 0.3712, kb_relative_information_score: 69.5704, mean_absolute_error: 0.2835, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7124, predictive_accuracy: 0.7165, prior_entropy: 0.9403, recall: 0.7165, relative_absolute_error: 0.618, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5325, root_relative_squared_error: 1.1122, usercpu_time_millis: 9.178, usercpu_time_millis_testing: 1.58, usercpu_time_millis_training: 7.598,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, f_measure: 0.7535, kappa: 0.4555, kb_relative_information_score: 87.6318, mean_absolute_error: 0.2423, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7527, predictive_accuracy: 0.7577, prior_entropy: 0.9403, recall: 0.7577, relative_absolute_error: 0.5281, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4922, root_relative_squared_error: 1.0282, usercpu_time_millis: 420.95, usercpu_time_millis_testing: 31.167, usercpu_time_millis_training: 389.783,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6574, f_measure: 0.7045, kappa: 0.3414, kb_relative_information_score: 71.8281, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7128, predictive_accuracy: 0.7216, prior_entropy: 0.9403, recall: 0.7216, relative_absolute_error: 0.6067, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5276, root_relative_squared_error: 1.1021, usercpu_time_millis: 0.666, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.497,
Rafael Gomes Mantovani 9 years ago
ran flow classif.multinom(5) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.7178, kappa: 0.3874, kb_relative_information_score: 69.5704, mean_absolute_error: 0.2835, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7194, predictive_accuracy: 0.7165, prior_entropy: 0.9403, recall: 0.7165, relative_absolute_error: 0.618, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5325, root_relative_squared_error: 1.1122, usercpu_time_millis: 0.774, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 0.401,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(42) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6566, f_measure: 0.702, kappa: 0.3362, kb_relative_information_score: 69.5704, mean_absolute_error: 0.2835, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7063, predictive_accuracy: 0.7165, prior_entropy: 0.9403, recall: 0.7165, relative_absolute_error: 0.618, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5325, root_relative_squared_error: 1.1122, usercpu_time_millis: 6.322, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 5.897,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(38) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6874, f_measure: 0.722, kappa: 0.386, kb_relative_information_score: 74.0857, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7205, predictive_accuracy: 0.7268, prior_entropy: 0.9403, recall: 0.7268, relative_absolute_error: 0.5955, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5227, root_relative_squared_error: 1.0918, usercpu_time_millis: 0.638, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 0.302,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.505, kb_relative_information_score: 37.963, mean_absolute_error: 0.3557, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5964, root_relative_squared_error: 1.2458, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 0.561,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7203, f_measure: 0.7499, kappa: 0.4495, kb_relative_information_score: 85.3741, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7486, predictive_accuracy: 0.7526, prior_entropy: 0.9403, recall: 0.7526, relative_absolute_error: 0.5393, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4974, root_relative_squared_error: 1.0391, usercpu_time_millis: 3.157, usercpu_time_millis_testing: 0.68, usercpu_time_millis_training: 2.477,
Rafael Gomes Mantovani 9 years ago
ran flow classif.PART(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6311, f_measure: 0.6696, kappa: 0.2702, kb_relative_information_score: 51.509, mean_absolute_error: 0.3247, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6668, predictive_accuracy: 0.6753, prior_entropy: 0.9403, recall: 0.6753, relative_absolute_error: 0.7079, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5699, root_relative_squared_error: 1.1904, usercpu_time_millis: 6.979, usercpu_time_millis_testing: 3.139, usercpu_time_millis_training: 3.84,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.505, kb_relative_information_score: 37.963, mean_absolute_error: 0.3557, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5964, root_relative_squared_error: 1.2458, usercpu_time_millis: 13.099, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 12.686,
Rafael Gomes Mantovani 9 years ago
ran flow classif.plr(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6891, f_measure: 0.716, kappa: 0.3794, kb_relative_information_score: 69.5704, mean_absolute_error: 0.2835, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7156, predictive_accuracy: 0.7165, prior_entropy: 0.9403, recall: 0.7165, relative_absolute_error: 0.618, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5325, root_relative_squared_error: 1.1122, usercpu_time_millis: 143.678, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 143.39,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.6483, kappa: 0.2302, kb_relative_information_score: 40.2207, mean_absolute_error: 0.3505, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6472, predictive_accuracy: 0.6495, prior_entropy: 0.9403, recall: 0.6495, relative_absolute_error: 0.764, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.592, root_relative_squared_error: 1.2367, usercpu_time_millis: 5.453, usercpu_time_millis_testing: 0.515, usercpu_time_millis_training: 4.938,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.505, kb_relative_information_score: 22.2292, mean_absolute_error: 0.3909, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.9237, scimark_benchmark: 1873.1108, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Random Bot 9 years ago
ran flow classif.ada(8) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6866, f_measure: 0.7186, kappa: 0.3806, kb_relative_information_score: 71.8281, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.717, predictive_accuracy: 0.7216, prior_entropy: 0.9403, recall: 0.7216, relative_absolute_error: 0.6067, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5276, root_relative_squared_error: 1.1021,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-SMO(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.7301, kappa: 0.4075, kb_relative_information_score: 67.0156, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7288, predictive_accuracy: 0.732, prior_entropy: 0.9403, recall: 0.732, relative_absolute_error: 0.6393, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4549, root_relative_squared_error: 0.9503,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-IBk5(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7088, f_measure: 0.6674, kappa: 0.2586, kb_relative_information_score: 35.7749, mean_absolute_error: 0.3753, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6702, predictive_accuracy: 0.6856, prior_entropy: 0.9403, recall: 0.6856, relative_absolute_error: 0.818, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4549, root_relative_squared_error: 0.9502,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.505, kb_relative_information_score: 15.1555, mean_absolute_error: 0.4143, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.9031, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4455, root_relative_squared_error: 0.9306,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-NaiveBayes(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7654, f_measure: 0.7131, kappa: 0.3783, kb_relative_information_score: 68.58, mean_absolute_error: 0.2871, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7154, predictive_accuracy: 0.7113, prior_entropy: 0.9403, recall: 0.7113, relative_absolute_error: 0.6258, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4972, root_relative_squared_error: 1.0386,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7067, f_measure: 0.6859, kappa: 0.3025, kb_relative_information_score: 29.3458, mean_absolute_error: 0.3912, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6848, predictive_accuracy: 0.6959, prior_entropy: 0.9403, recall: 0.6959, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.9343, scimark_benchmark: 1873.1108, usercpu_time_millis: 15.625, usercpu_time_millis_testing: 15.625,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6545, f_measure: 0.65, kappa: 0.2209, kb_relative_information_score: 29.6429, mean_absolute_error: 0.384, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6485, predictive_accuracy: 0.6649, prior_entropy: 0.9403, recall: 0.6649, relative_absolute_error: 0.8371, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4775, root_relative_squared_error: 0.9975, scimark_benchmark: 1873.1108, usercpu_time_millis: 15.625, usercpu_time_millis_testing: 15.625,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7483, f_measure: 0.505, kb_relative_information_score: 8.7589, mean_absolute_error: 0.4402, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.9595, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9669,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.6919, kappa: 0.3578, kb_relative_information_score: 49.389, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7141, predictive_accuracy: 0.6856, prior_entropy: 0.9403, recall: 0.6856, relative_absolute_error: 0.7365, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.426, root_relative_squared_error: 0.89,
William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4834, f_measure: 0.505, kb_relative_information_score: -0.1441, mean_absolute_error: 0.4589, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4788, root_relative_squared_error: 1.0001,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6374, f_measure: 0.5453, kappa: 0.0161, kb_relative_information_score: 18.1675, mean_absolute_error: 0.4007, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.5557, predictive_accuracy: 0.6237, prior_entropy: 0.9403, recall: 0.6237, relative_absolute_error: 0.8734, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4441, root_relative_squared_error: 0.9278,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.505, kb_relative_information_score: 22.2292, mean_absolute_error: 0.3909, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.9237, scimark_benchmark: 1447.2612,
Martijn Post 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7681, f_measure: 0.7111, kappa: 0.3576, kb_relative_information_score: 29.2027, mean_absolute_error: 0.3987, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7398, predictive_accuracy: 0.7371, prior_entropy: 0.9403, recall: 0.7371, relative_absolute_error: 0.8692, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4336, root_relative_squared_error: 0.9057, scimark_benchmark: 1860.4354, usercpu_time_millis: 31.25, usercpu_time_millis_training: 31.25,
Martijn Post 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7421, f_measure: 0.6558, kappa: 0.233, kb_relative_information_score: 51.4015, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.663, predictive_accuracy: 0.6804, prior_entropy: 0.9403, recall: 0.6804, relative_absolute_error: 0.7173, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4843, root_relative_squared_error: 1.0117, scimark_benchmark: 1860.4354,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... Eval_BestFirst_RandomForest(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.505, kb_relative_information_score: 0.1499, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4788, root_relative_squared_error: 1.0001, scimark_benchmark: 1860.4354, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6569, f_measure: 0.505, kb_relative_information_score: 19.655, mean_absolute_error: 0.3993, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.8705, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4436, root_relative_squared_error: 0.9267, scimark_benchmark: 1860.4354,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-IBk5(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5817, f_measure: 0.65, kappa: 0.2209, kb_relative_information_score: 24.4361, mean_absolute_error: 0.4022, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6485, predictive_accuracy: 0.6649, prior_entropy: 0.9403, recall: 0.6649, relative_absolute_error: 0.8767, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0451,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6594, f_measure: 0.6804, kappa: 0.3027, kb_relative_information_score: 53.7861, mean_absolute_error: 0.3199, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6804, predictive_accuracy: 0.6804, prior_entropy: 0.9403, recall: 0.6804, relative_absolute_error: 0.6973, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5574, root_relative_squared_error: 1.1644, scimark_benchmark: 1860.4354,
Martijn Post 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7062, f_measure: 0.6632, kappa: 0.2618, kb_relative_information_score: 39.8833, mean_absolute_error: 0.3576, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6618, predictive_accuracy: 0.6649, prior_entropy: 0.9403, recall: 0.6649, relative_absolute_error: 0.7796, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4903, root_relative_squared_error: 1.0241, scimark_benchmark: 1860.4354,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.505, kb_relative_information_score: 22.2292, mean_absolute_error: 0.3909, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.9237, scimark_benchmark: 1860.4354,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4834, f_measure: 0.505, kb_relative_information_score: 0.1315, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4788, root_relative_squared_error: 1.0001, scimark_benchmark: 1860.4354, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4834, f_measure: 0.505, kb_relative_information_score: 0.1315, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4788, root_relative_squared_error: 1.0001, scimark_benchmark: 1860.4354,
Martijn Post 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4834, f_measure: 0.505, kb_relative_information_score: 0.1315, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4788, root_relative_squared_error: 1.0001, scimark_benchmark: 1860.4354,
Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7662, f_measure: 0.6783, kappa: 0.2829, kb_relative_information_score: 62.1639, mean_absolute_error: 0.3039, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6823, predictive_accuracy: 0.6959, prior_entropy: 0.9403, recall: 0.6959, relative_absolute_error: 0.6625, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4743, root_relative_squared_error: 0.9908, scimark_benchmark: 1860.4354,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.505, kb_relative_information_score: 37.963, mean_absolute_error: 0.3557, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5964, root_relative_squared_error: 1.2458, scimark_benchmark: 1860.4354, usercpu_time_millis: 31.25, usercpu_time_millis_training: 31.25,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6374, f_measure: 0.5453, kappa: 0.0161, kb_relative_information_score: 18.1675, mean_absolute_error: 0.4007, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.5557, predictive_accuracy: 0.6237, prior_entropy: 0.9403, recall: 0.6237, relative_absolute_error: 0.8734, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4441, root_relative_squared_error: 0.9278, scimark_benchmark: 1860.4354,
Martijn Post 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7156, f_measure: 0.7414, kappa: 0.434, kb_relative_information_score: 80.8588, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7407, predictive_accuracy: 0.7423, prior_entropy: 0.9403, recall: 0.7423, relative_absolute_error: 0.5618, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5077, root_relative_squared_error: 1.0605, scimark_benchmark: 1860.4354, usercpu_time_millis: 46.875, usercpu_time_millis_training: 46.875,
Jan van Rijn 9 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7076, f_measure: 0.732, kappa: 0.4152, kb_relative_information_score: 76.3434, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.732, predictive_accuracy: 0.732, prior_entropy: 0.9403, recall: 0.732, relative_absolute_error: 0.5843, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5177, root_relative_squared_error: 1.0815, scimark_benchmark: 1078.7646, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Jan van Rijn 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.6711, kappa: 0.2849, kb_relative_information_score: 48.53, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6723, predictive_accuracy: 0.6701, prior_entropy: 0.9403, recall: 0.6701, relative_absolute_error: 0.7221, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5716, root_relative_squared_error: 1.194, scimark_benchmark: 1027.6656, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
Jan van Rijn 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.6711, kappa: 0.2849, kb_relative_information_score: 48.53, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6723, predictive_accuracy: 0.6701, prior_entropy: 0.9403, recall: 0.6701, relative_absolute_error: 0.7221, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5716, root_relative_squared_error: 1.194, scimark_benchmark: 1071.3188, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Jan van Rijn 9 years ago
ran flow weka.JRip(5) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6748, f_measure: 0.7135, kappa: 0.3613, kb_relative_information_score: 42.4947, mean_absolute_error: 0.3686, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7261, predictive_accuracy: 0.732, prior_entropy: 0.9403, recall: 0.732, relative_absolute_error: 0.8034, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.9258, scimark_benchmark: 872.3758, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.505, kb_relative_information_score: 22.2292, mean_absolute_error: 0.3909, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.9237, scimark_benchmark: 1840.6094,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-J48(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6632, kappa: 0.2618, kb_relative_information_score: 39.4957, mean_absolute_error: 0.3581, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6618, predictive_accuracy: 0.6649, prior_entropy: 0.9403, recall: 0.6649, relative_absolute_error: 0.7805, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4966, root_relative_squared_error: 1.0373,
Martijn Post 9 years ago
ran flow weka.JRip(5) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6319, f_measure: 0.6725, kappa: 0.2745, kb_relative_information_score: 27.1836, mean_absolute_error: 0.3987, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.67, predictive_accuracy: 0.6804, prior_entropy: 0.9403, recall: 0.6804, relative_absolute_error: 0.8691, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.466, root_relative_squared_error: 0.9735, scimark_benchmark: 1834.908,
Martijn Post 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7259, f_measure: 0.7243, kappa: 0.3941, kb_relative_information_score: 63.6367, mean_absolute_error: 0.3041, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7229, predictive_accuracy: 0.7268, prior_entropy: 0.9403, recall: 0.7268, relative_absolute_error: 0.6629, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4797, root_relative_squared_error: 1.0021, scimark_benchmark: 1834.908, usercpu_time_millis: 703.125, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 671.875,
Martijn Post 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.6711, kappa: 0.2849, kb_relative_information_score: 48.53, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6723, predictive_accuracy: 0.6701, prior_entropy: 0.9403, recall: 0.6701, relative_absolute_error: 0.7221, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5716, root_relative_squared_error: 1.194, scimark_benchmark: 1370.9452, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 15.625,
William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7715, f_measure: 0.6828, kappa: 0.297, kb_relative_information_score: 25.7643, mean_absolute_error: 0.4068, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.717, predictive_accuracy: 0.7165, prior_entropy: 0.9403, recall: 0.7165, relative_absolute_error: 0.8868, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4375, root_relative_squared_error: 0.9138,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.7207, kappa: 0.3819, kb_relative_information_score: 72.2219, mean_absolute_error: 0.2834, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7196, predictive_accuracy: 0.7268, prior_entropy: 0.9403, recall: 0.7268, relative_absolute_error: 0.6178, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4155, root_relative_squared_error: 0.8679,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6576, f_measure: 0.6216, kappa: 0.2291, kb_relative_information_score: 38.9753, mean_absolute_error: 0.3514, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6569, predictive_accuracy: 0.6134, prior_entropy: 0.9403, recall: 0.6134, relative_absolute_error: 0.7659, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0561, scimark_benchmark: 1840.6094,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tributeEval_Ranker_Logistic(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.6711, kappa: 0.2849, kb_relative_information_score: 48.5301, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6723, predictive_accuracy: 0.6701, prior_entropy: 0.9403, recall: 0.6701, relative_absolute_error: 0.7221, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5716, root_relative_squared_error: 1.194, scimark_benchmark: 1392.232, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
Martijn Post 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7776, f_measure: 0.7161, kappa: 0.3723, kb_relative_information_score: 73.6812, mean_absolute_error: 0.2739, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7146, predictive_accuracy: 0.7216, prior_entropy: 0.9403, recall: 0.7216, relative_absolute_error: 0.597, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4988, root_relative_squared_error: 1.042, scimark_benchmark: 1665.974, usercpu_time_millis: 296.875, usercpu_time_millis_training: 296.875,
Jan van Rijn 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.79, f_measure: 0.7556, kappa: 0.4627, kb_relative_information_score: 84.628, mean_absolute_error: 0.2511, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7544, predictive_accuracy: 0.7577, prior_entropy: 0.9403, recall: 0.7577, relative_absolute_error: 0.5474, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.463, root_relative_squared_error: 0.9671, scimark_benchmark: 1384.3139, usercpu_time_millis: 11720, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 11710,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_AdaBoostM1(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8257, f_measure: 0.7405, kappa: 0.4303, kb_relative_information_score: 69.7437, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7393, predictive_accuracy: 0.7423, prior_entropy: 0.9403, recall: 0.7423, relative_absolute_error: 0.6344, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4136, root_relative_squared_error: 0.8639, scimark_benchmark: 1169.0187, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ttributeEval_Ranker_REPTree(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6653, f_measure: 0.6619, kappa: 0.2569, kb_relative_information_score: 28.1445, mean_absolute_error: 0.3849, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6598, predictive_accuracy: 0.6649, prior_entropy: 0.9403, recall: 0.6649, relative_absolute_error: 0.8389, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4799, root_relative_squared_error: 1.0024, scimark_benchmark: 1925.3565,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_IBk(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6594, f_measure: 0.6804, kappa: 0.3027, kb_relative_information_score: 53.7861, mean_absolute_error: 0.3199, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6804, predictive_accuracy: 0.6804, prior_entropy: 0.9403, recall: 0.6804, relative_absolute_error: 0.6973, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5574, root_relative_squared_error: 1.1644, scimark_benchmark: 1372.0654, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_SGD(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7228, f_measure: 0.747, kappa: 0.4471, kb_relative_information_score: 83.1164, mean_absolute_error: 0.2526, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7466, predictive_accuracy: 0.7474, prior_entropy: 0.9403, recall: 0.7474, relative_absolute_error: 0.5506, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5026, root_relative_squared_error: 1.0498, scimark_benchmark: 1618.1738, usercpu_time_millis: 31.25, usercpu_time_millis_training: 31.25,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... Ranker_MultilayerPerceptron(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7392, f_measure: 0.7553, kappa: 0.4738, kb_relative_information_score: 79.4424, mean_absolute_error: 0.2671, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7605, predictive_accuracy: 0.7526, prior_entropy: 0.9403, recall: 0.7526, relative_absolute_error: 0.5823, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4587, root_relative_squared_error: 0.9582, scimark_benchmark: 1333.645, usercpu_time_millis: 390, usercpu_time_millis_training: 390,
Jan van Rijn 9 years ago
ran flow weka.MultiSearch_SMO_RBFKernel(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ioAttributeEval_Ranker_JRip(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6834, f_measure: 0.727, kappa: 0.3929, kb_relative_information_score: 44.1226, mean_absolute_error: 0.3649, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7294, predictive_accuracy: 0.7371, prior_entropy: 0.9403, recall: 0.7371, relative_absolute_error: 0.7954, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4431, root_relative_squared_error: 0.9256, scimark_benchmark: 958.6494, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_NaiveBayes(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7662, f_measure: 0.6827, kappa: 0.2926, kb_relative_information_score: 60.8713, mean_absolute_error: 0.3059, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6883, predictive_accuracy: 0.701, prior_entropy: 0.9403, recall: 0.701, relative_absolute_error: 0.6668, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4782, root_relative_squared_error: 0.999, scimark_benchmark: 1198.0781, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
William Raynaut 7 years ago
ran flow weka.kf.HoeffdingTree(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7421, f_measure: 0.6558, kappa: 0.233, kb_relative_information_score: 51.4015, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.663, predictive_accuracy: 0.6804, prior_entropy: 0.9403, recall: 0.6804, relative_absolute_error: 0.7173, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4843, root_relative_squared_error: 1.0117,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_SMO(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7076, f_measure: 0.732, kappa: 0.4152, kb_relative_information_score: 76.3434, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.732, predictive_accuracy: 0.732, prior_entropy: 0.9403, recall: 0.732, relative_absolute_error: 0.5843, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5177, root_relative_squared_error: 1.0815, scimark_benchmark: 1101.1146, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Jan van Rijn 9 years ago
ran flow weka.MultiSearch_J48(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
Martijn Post 9 years ago
ran flow weka.AdaBoostM1_DecisionStump(14) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.7499, kappa: 0.4495, kb_relative_information_score: 70.7505, mean_absolute_error: 0.2908, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7486, predictive_accuracy: 0.7526, prior_entropy: 0.9403, recall: 0.7526, relative_absolute_error: 0.6339, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4089, root_relative_squared_error: 0.8541, scimark_benchmark: 1834.908, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 15.625,
William Raynaut 7 years ago
ran flow weka.kf.JRip(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6319, f_measure: 0.6725, kappa: 0.2745, kb_relative_information_score: 27.1836, mean_absolute_error: 0.3987, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.67, predictive_accuracy: 0.6804, prior_entropy: 0.9403, recall: 0.6804, relative_absolute_error: 0.8691, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.466, root_relative_squared_error: 0.9735,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-HoeffdingTree(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7339, f_measure: 0.7045, kappa: 0.3414, kb_relative_information_score: 55.8136, mean_absolute_error: 0.3239, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7128, predictive_accuracy: 0.7216, prior_entropy: 0.9403, recall: 0.7216, relative_absolute_error: 0.7059, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4615, root_relative_squared_error: 0.964,
Martijn Post 9 years ago
ran flow weka.AdaBoostM1_DecisionStump(14) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.7499, kappa: 0.4495, kb_relative_information_score: 70.7505, mean_absolute_error: 0.2908, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7486, predictive_accuracy: 0.7526, prior_entropy: 0.9403, recall: 0.7526, relative_absolute_error: 0.6339, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4089, root_relative_squared_error: 0.8541, scimark_benchmark: 1788.6668, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... fsSubsetEval_BestFirst_JRip(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4834, f_measure: 0.505, kb_relative_information_score: 0.1315, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4788, root_relative_squared_error: 1.0001, scimark_benchmark: 1788.6668,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-HoeffdingTree(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7217, f_measure: 0.7128, kappa: 0.3671, kb_relative_information_score: 56.0813, mean_absolute_error: 0.3229, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.711, predictive_accuracy: 0.7165, prior_entropy: 0.9403, recall: 0.7165, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4814, root_relative_squared_error: 1.0055,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... st_AdaBoostM1_DecisionStump(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.505, kb_relative_information_score: 22.5227, mean_absolute_error: 0.3905, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.8512, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.9238, scimark_benchmark: 1788.6668,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... teEval_Ranker_HoeffdingTree(1) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7055, f_measure: 0.6461, kappa: 0.2122, kb_relative_information_score: 42.9571, mean_absolute_error: 0.3488, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.6561, predictive_accuracy: 0.6753, prior_entropy: 0.9403, recall: 0.6753, relative_absolute_error: 0.7603, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.493, root_relative_squared_error: 1.0299, scimark_benchmark: 1892.0925, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... uteEval_Ranker_RandomForest(2) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7697, f_measure: 0.7001, kappa: 0.3315, kb_relative_information_score: 38.2361, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.7065, predictive_accuracy: 0.7165, prior_entropy: 0.9403, recall: 0.7165, relative_absolute_error: 0.8175, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.8912, scimark_benchmark: 1892.0925, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... al_BestFirst_SMO_PolyKernel(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.505, kb_relative_information_score: 37.963, mean_absolute_error: 0.3557, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.5964, root_relative_squared_error: 1.2458, scimark_benchmark: 1788.6668, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... bsetEval_BestFirst_Logistic(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.505, kb_relative_information_score: 22.2393, mean_absolute_error: 0.3908, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.8519, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.9237, scimark_benchmark: 1788.6668,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... tFirst_MultilayerPerceptron(3) on task Supervised Classification on data set flags
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.505, kb_relative_information_score: 23.0137, mean_absolute_error: 0.3973, mean_prior_absolute_error: 0.4588, number_of_instances: 194, precision: 0.4152, predictive_accuracy: 0.6443, prior_entropy: 0.9403, recall: 0.6443, relative_absolute_error: 0.8659, root_mean_prior_squared_error: 0.4787, root_mean_squared_error: 0.4789, root_relative_squared_error: 1.0003, scimark_benchmark: 1788.6668, usercpu_time_millis: 437.5, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 421.875,