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William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.567, f_measure: 0.9183, kappa: 0.0169, kb_relative_information_score: -365.7441, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9016, predictive_accuracy: 0.9441, prior_entropy: 0.4114, recall: 0.9441, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.146, root_relative_squared_error: 0.9995,
Random Bot 9 years ago
ran flow classif.IBk(10) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.9225, kappa: 0.1878, kb_relative_information_score: -2101.8284, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9101, predictive_accuracy: 0.9363, prior_entropy: 0.4114, recall: 0.9363, relative_absolute_error: 0.9367, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.978,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4974, f_measure: 0.9178, kb_relative_information_score: 12.8781, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1461, root_relative_squared_error: 1,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.9225, kappa: 0.1878, kb_relative_information_score: -2101.9373, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9101, predictive_accuracy: 0.9363, prior_entropy: 0.4114, recall: 0.9363, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.978,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5021, f_measure: 0.9178, kb_relative_information_score: -69064.0328, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 5.7037, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.3228, root_relative_squared_error: 2.2102,
Random Bot 9 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5366, f_measure: 0.9207, kappa: 0.0937, kb_relative_information_score: 1479.5854, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9078, predictive_accuracy: 0.9409, prior_entropy: 0.4114, recall: 0.9409, relative_absolute_error: 0.5524, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1538, root_relative_squared_error: 1.0529,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7536, f_measure: 0.9178, kb_relative_information_score: -26756.471, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 1.755, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.15, root_relative_squared_error: 1.0271,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7148, f_measure: 0.921, kappa: 0.0834, kb_relative_information_score: -4955.3402, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9104, predictive_accuracy: 0.9425, prior_entropy: 0.4114, recall: 0.9425, relative_absolute_error: 0.8793, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1498, root_relative_squared_error: 1.0254,
Random Bot 9 years ago
ran flow classif.IBk(10) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188,
Random Bot 9 years ago
ran flow classif.avNNet(8) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7178, f_measure: 0.9197, kappa: 0.0597, kb_relative_information_score: -4676.3771, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9047, predictive_accuracy: 0.9427, prior_entropy: 0.4114, recall: 0.9427, relative_absolute_error: 0.8638, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1493, root_relative_squared_error: 1.0225,
Casey Davis 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.567, f_measure: 0.9183, kappa: 0.0169, kb_relative_information_score: -365.7441, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9016, predictive_accuracy: 0.9441, prior_entropy: 0.4114, recall: 0.9441, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.146, root_relative_squared_error: 0.9995, scimark_benchmark: 473.1656, usercpu_time_millis: 230, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 210,
Rafael Gomes Mantovani 9 years ago
ran flow classif.saeDNN(3) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 2.021, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 2.003,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sda(5) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 0.647, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.624,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5137, f_measure: 0.9185, kappa: 0.0345, kb_relative_information_score: 1569.076, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9007, predictive_accuracy: 0.9427, prior_entropy: 0.4114, recall: 0.9427, relative_absolute_error: 0.5353, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1514, root_relative_squared_error: 1.0365, usercpu_time_millis: 13.099, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 12.932,
Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(5) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 38.828, usercpu_time_millis_testing: 0.974, usercpu_time_millis_training: 37.854,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sparseLDA(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.0016, kappa: -0.0039, kb_relative_information_score: -86928.901, mean_absolute_error: 0.3945, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9451, predictive_accuracy: 0.0138, prior_entropy: 0.4114, recall: 0.0138, relative_absolute_error: 9.2134, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.6281, root_relative_squared_error: 4.3002, usercpu_time_millis: 17.009, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 16.961,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 12.445, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 12.307,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL1LogReg(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.9176, kappa: -0.0005, kb_relative_information_score: 1701.2976, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9443, prior_entropy: 0.4114, recall: 0.9443, relative_absolute_error: 0.5202, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1492, root_relative_squared_error: 1.0218, usercpu_time_millis: 1.015, usercpu_time_millis_testing: 0.007, usercpu_time_millis_training: 1.008,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 2.089, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 2.062,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnTrain(3) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 1.541, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 1.52,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(3) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5211, f_measure: 0.9202, kappa: 0.0618, kb_relative_information_score: 1640.8948, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9105, predictive_accuracy: 0.9429, prior_entropy: 0.4114, recall: 0.9429, relative_absolute_error: 0.5333, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1511, root_relative_squared_error: 1.0345, usercpu_time_millis: 43.711, usercpu_time_millis_testing: 2.014, usercpu_time_millis_training: 41.697,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(3) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 13.209, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 12.954,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5938, f_measure: 0.9084, kappa: 0.1371, kb_relative_information_score: -1497.1233, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9079, predictive_accuracy: 0.909, prior_entropy: 0.4114, recall: 0.909, relative_absolute_error: 0.8502, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1908, root_relative_squared_error: 1.3063, usercpu_time_millis: 32.774, usercpu_time_millis_testing: 3.47, usercpu_time_millis_training: 29.304,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9177, kappa: -0.0001, kb_relative_information_score: 1721.9478, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9445, prior_entropy: 0.4114, recall: 0.9445, relative_absolute_error: 0.5182, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.149, root_relative_squared_error: 1.0198, usercpu_time_millis: 33.046, usercpu_time_millis_testing: 3.073, usercpu_time_millis_training: 29.973,
Rafael Gomes Mantovani 9 years ago
ran flow classif.PART(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5123, f_measure: 0.9187, kappa: 0.0314, kb_relative_information_score: 1656.4626, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9054, predictive_accuracy: 0.9436, prior_entropy: 0.4114, recall: 0.9436, relative_absolute_error: 0.5272, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1502, root_relative_squared_error: 1.0287, usercpu_time_millis: 1.409, usercpu_time_millis_testing: 0.318, usercpu_time_millis_training: 1.091,
Rafael Gomes Mantovani 9 years ago
ran flow classif.qda(2) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5965, f_measure: 0.9224, kappa: 0.1887, kb_relative_information_score: 1035.5813, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.91, predictive_accuracy: 0.9359, prior_entropy: 0.4114, recall: 0.9359, relative_absolute_error: 0.5987, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1601, root_relative_squared_error: 1.0961, usercpu_time_millis: 0.317, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.256,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(5) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5263, f_measure: 0.9205, kappa: 0.074, kb_relative_information_score: 1593.918, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9096, predictive_accuracy: 0.9423, prior_entropy: 0.4114, recall: 0.9423, relative_absolute_error: 0.5393, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.152, root_relative_squared_error: 1.0404, usercpu_time_millis: 826.024, usercpu_time_millis_testing: 75.154, usercpu_time_millis_training: 750.87,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xyf(2) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 11.012, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 10.762,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5016, f_measure: 0.9178, kappa: 0.0049, kb_relative_information_score: 1698.4125, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8934, predictive_accuracy: 0.9442, prior_entropy: 0.4114, recall: 0.9442, relative_absolute_error: 0.5212, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1494, root_relative_squared_error: 1.0228, usercpu_time_millis: 1355.348, usercpu_time_millis_testing: 280.46, usercpu_time_millis_training: 1074.888,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5044, f_measure: 0.9183, kappa: 0.0137, kb_relative_information_score: 1716.2714, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9115, predictive_accuracy: 0.9443, prior_entropy: 0.4114, recall: 0.9443, relative_absolute_error: 0.5202, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1492, root_relative_squared_error: 1.0218, usercpu_time_millis: 13713.026, usercpu_time_millis_testing: 2.809, usercpu_time_millis_training: 13710.217,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(3) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 1.961, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 1.942,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5075, f_measure: 0.918, kappa: 0.0206, kb_relative_information_score: 1617.4815, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8973, predictive_accuracy: 0.9431, prior_entropy: 0.4114, recall: 0.9431, relative_absolute_error: 0.5313, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1508, root_relative_squared_error: 1.0326, usercpu_time_millis: 3.748, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 3.462,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5606, f_measure: 0.9207, kappa: 0.1308, kb_relative_information_score: 1151.8649, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9068, predictive_accuracy: 0.9375, prior_entropy: 0.4114, recall: 0.9375, relative_absolute_error: 0.5836, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1581, root_relative_squared_error: 1.0822, usercpu_time_millis: 30.596, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 30.463,
Rafael Gomes Mantovani 9 years ago
ran flow classif.multinom(5) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5133, f_measure: 0.9185, kappa: 0.0296, kb_relative_information_score: 1662.1793, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9013, predictive_accuracy: 0.9438, prior_entropy: 0.4114, recall: 0.9438, relative_absolute_error: 0.5252, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.15, root_relative_squared_error: 1.0267, usercpu_time_millis: 6.493, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 6.468,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(38) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 0.296, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.283,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 12.308, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 12.127,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5042, f_measure: 0.9179, kappa: 0.0116, kb_relative_information_score: 1672.4106, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8955, predictive_accuracy: 0.9439, prior_entropy: 0.4114, recall: 0.9439, relative_absolute_error: 0.5242, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1498, root_relative_squared_error: 1.0257, usercpu_time_millis: 1.598, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.537,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5043, f_measure: 0.9177, kappa: 0.008, kb_relative_information_score: 1680.6474, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8928, predictive_accuracy: 0.9441, prior_entropy: 0.4114, recall: 0.9441, relative_absolute_error: 0.5222, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1495, root_relative_squared_error: 1.0237, usercpu_time_millis: 5.104, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 4.803,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5062, f_measure: 0.9183, kappa: 0.0169, kb_relative_information_score: 1693.1546, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9016, predictive_accuracy: 0.9441, prior_entropy: 0.4114, recall: 0.9441, relative_absolute_error: 0.5222, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1495, root_relative_squared_error: 1.0237, usercpu_time_millis: 1.436, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 1.076,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5412, f_measure: 0.9201, kappa: 0.0997, kb_relative_information_score: 1285.9337, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9061, predictive_accuracy: 0.939, prior_entropy: 0.4114, recall: 0.939, relative_absolute_error: 0.5695, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1562, root_relative_squared_error: 1.0691, usercpu_time_millis: 1.182, usercpu_time_millis_testing: 1.17, usercpu_time_millis_training: 0.012,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.589, f_measure: 0.9227, kappa: 0.179, kb_relative_information_score: 1166.6579, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9095, predictive_accuracy: 0.9373, prior_entropy: 0.4114, recall: 0.9373, relative_absolute_error: 0.5856, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1583, root_relative_squared_error: 1.0841, usercpu_time_millis: 0.277, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.22,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 0.381, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 0.376,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mlp(5) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 125.009, usercpu_time_millis_testing: 5.73, usercpu_time_millis_training: 119.279,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5949, f_measure: 0.9224, kappa: 0.1867, kb_relative_information_score: 1069.4952, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9098, predictive_accuracy: 0.9363, prior_entropy: 0.4114, recall: 0.9363, relative_absolute_error: 0.5946, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1596, root_relative_squared_error: 1.0924, usercpu_time_millis: 2.169, usercpu_time_millis_testing: 2.062, usercpu_time_millis_training: 0.107,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5138, f_measure: 0.9187, kappa: 0.0366, kb_relative_information_score: 1597.1126, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9024, predictive_accuracy: 0.9429, prior_entropy: 0.4114, recall: 0.9429, relative_absolute_error: 0.5333, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1511, root_relative_squared_error: 1.0345, usercpu_time_millis: 0.791, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 0.561,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(42) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5213, f_measure: 0.9201, kappa: 0.0595, kb_relative_information_score: 1664.3364, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9086, predictive_accuracy: 0.9432, prior_entropy: 0.4114, recall: 0.9432, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1507, root_relative_squared_error: 1.0316, usercpu_time_millis: 33.348, usercpu_time_millis_testing: 0.608, usercpu_time_millis_training: 32.74,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188, usercpu_time_millis: 23.631, usercpu_time_millis_testing: 0.973, usercpu_time_millis_training: 22.658,
Casey Davis 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.9185, kappa: 0.0296, kb_relative_information_score: -1937.1716, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9013, predictive_accuracy: 0.9438, prior_entropy: 0.4114, recall: 0.9438, relative_absolute_error: 0.8877, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1383, root_relative_squared_error: 0.9468, scimark_benchmark: 1254.1389, usercpu_time_millis: 390, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 370,
Casey Davis 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4974, f_measure: 0.9178, kb_relative_information_score: -26.9917, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1461, root_relative_squared_error: 1, scimark_benchmark: 473.1656, usercpu_time_millis: 120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 100,
Casey Davis 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5938, f_measure: 0.9084, kappa: 0.1371, kb_relative_information_score: -1510.92, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9079, predictive_accuracy: 0.909, prior_entropy: 0.4114, recall: 0.909, relative_absolute_error: 0.8542, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1907, root_relative_squared_error: 1.3059, scimark_benchmark: 473.1656, usercpu_time_millis: 14330, usercpu_time_millis_testing: 14320, usercpu_time_millis_training: 10,
Casey Davis 9 years ago
ran flow weka.SMO_RBFKernel(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7668, f_measure: 0.9177, kappa: 0.0017, kb_relative_information_score: -2251.25, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8924, predictive_accuracy: 0.9445, prior_entropy: 0.4114, recall: 0.9445, relative_absolute_error: 1.0044, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.9846, scimark_benchmark: 1251.5088, usercpu_time_millis: 8580, usercpu_time_millis_testing: 2660, usercpu_time_millis_training: 5920,
Casey Davis 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5938, f_measure: 0.9084, kappa: 0.1371, kb_relative_information_score: -1510.92, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9079, predictive_accuracy: 0.909, prior_entropy: 0.4114, recall: 0.909, relative_absolute_error: 0.8542, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1907, root_relative_squared_error: 1.3059, scimark_benchmark: 1259.6519, usercpu_time_millis: 4430, usercpu_time_millis_testing: 4430,
Casey Davis 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.9191, kappa: 0.0236, kb_relative_information_score: -1421.1406, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.903, predictive_accuracy: 0.945, prior_entropy: 0.4114, recall: 0.945, relative_absolute_error: 0.8383, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1383, root_relative_squared_error: 0.9468, scimark_benchmark: 1233.1237, usercpu_time_millis: 2450, usercpu_time_millis_testing: 2450,
Casey Davis 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8066, f_measure: 0.9178, kb_relative_information_score: -1916.9053, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.8851, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.9482, scimark_benchmark: 1204.0337, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
Casey Davis 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8282, f_measure: 0.9178, kb_relative_information_score: -1866.2468, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.8888, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1382, root_relative_squared_error: 0.9459, scimark_benchmark: 454.1076, usercpu_time_millis: 21740, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 21670,
Random Bot 9 years ago
ran flow classif.avNNet(8) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188,
Random Bot 9 years ago
ran flow classif.IBk(10) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.9202, kappa: 0.0782, kb_relative_information_score: -1150.4159, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9071, predictive_accuracy: 0.9415, prior_entropy: 0.4114, recall: 0.9415, relative_absolute_error: 0.8654, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.9678,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, f_measure: 0.9226, kappa: 0.1976, kb_relative_information_score: -2154.0033, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9113, predictive_accuracy: 0.9363, prior_entropy: 0.4114, recall: 0.9363, relative_absolute_error: 0.9404, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.9786,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, f_measure: 0.9178, kb_relative_information_score: -1476.0786, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.8321, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.9573,
Random Bot 9 years ago
ran flow classif.IBk(9) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-NaiveBayes(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5968, f_measure: 0.9225, kappa: 0.1878, kb_relative_information_score: -28785.4845, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9101, predictive_accuracy: 0.9363, prior_entropy: 0.4114, recall: 0.9363, relative_absolute_error: 1.8689, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1597, root_relative_squared_error: 1.093,
William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4974, f_measure: 0.9178, kb_relative_information_score: -26.9917, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1461, root_relative_squared_error: 1,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4974, f_measure: 0.9178, kb_relative_information_score: -26.9917, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1461, root_relative_squared_error: 1,
Random Bot 9 years ago
ran flow classif.IBk(9) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: 1732.2729, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1488, root_relative_squared_error: 1.0188,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-IBk5(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7443, f_measure: 0.9195, kappa: 0.0684, kb_relative_information_score: -4064.6663, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9044, predictive_accuracy: 0.9412, prior_entropy: 0.4114, recall: 0.9412, relative_absolute_error: 0.8566, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1468, root_relative_squared_error: 1.0053,
Casey Davis 9 years ago
ran flow weka.ZeroR(8) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4974, f_measure: 0.9178, kb_relative_information_score: -26.9917, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1461, root_relative_squared_error: 1, scimark_benchmark: 1241.5236,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-J48(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6677, f_measure: 0.92, kappa: 0.1209, kb_relative_information_score: 985.8503, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9071, predictive_accuracy: 0.9368, prior_entropy: 0.4114, recall: 0.9368, relative_absolute_error: 0.5952, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.156, root_relative_squared_error: 1.0679,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-IBk5(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6976, f_measure: 0.9197, kappa: 0.0597, kb_relative_information_score: -6995.3005, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9047, predictive_accuracy: 0.9427, prior_entropy: 0.4114, recall: 0.9427, relative_absolute_error: 1.2071, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1565, root_relative_squared_error: 1.0716,
William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7659, f_measure: 0.9178, kb_relative_information_score: -904.776, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.9542, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.141, root_relative_squared_error: 0.9651,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-SMO(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.503, f_measure: 0.9178, kb_relative_information_score: -68994.3552, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 5.7045, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.322, root_relative_squared_error: 2.2047,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8096, f_measure: 0.9178, kb_relative_information_score: -1795.2762, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.9595,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-JRip(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6659, f_measure: 0.9182, kappa: 0.0103, kb_relative_information_score: -232.8831, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9085, predictive_accuracy: 0.9443, prior_entropy: 0.4114, recall: 0.9443, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.9768,
William Raynaut 7 years ago
ran flow weka.kf.JRip(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5027, f_measure: 0.9176, kappa: 0.0046, kb_relative_information_score: 22.8098, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8926, predictive_accuracy: 0.944, prior_entropy: 0.4114, recall: 0.944, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1464, root_relative_squared_error: 1.0022,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-HoeffdingTree(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7704, f_measure: 0.9178, kb_relative_information_score: -25513.291, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 1.7095, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.149, root_relative_squared_error: 1.0201,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-HoeffdingTree(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5707, f_measure: 0.9178, kb_relative_information_score: -122.8646, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.9847, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1456, root_relative_squared_error: 0.9969,
William Raynaut 7 years ago
ran flow weka.kf.HoeffdingTree(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4974, f_measure: 0.9178, kb_relative_information_score: -26.9917, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1461, root_relative_squared_error: 1,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(6) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5016, f_measure: 0.9178, kappa: 0.0049, kb_relative_information_score: 1698.4125, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8934, predictive_accuracy: 0.9442, prior_entropy: 0.4114, recall: 0.9442, relative_absolute_error: 0.5212, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1494, root_relative_squared_error: 1.0228, usercpu_time_millis: 1294.625, usercpu_time_millis_testing: 267.938, usercpu_time_millis_training: 1026.687,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5022, f_measure: 0.9178, kb_relative_information_score: -69061.6019, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 5.7036, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.3228, root_relative_squared_error: 2.2101,
William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7829, f_measure: 0.921, kappa: 0.0861, kb_relative_information_score: -3389.0499, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.908, predictive_accuracy: 0.9424, prior_entropy: 0.4114, recall: 0.9424, relative_absolute_error: 0.8947, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.9767,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.567, f_measure: 0.9183, kappa: 0.0169, kb_relative_information_score: -365.7441, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9016, predictive_accuracy: 0.9441, prior_entropy: 0.4114, recall: 0.9441, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.146, root_relative_squared_error: 0.9995,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.9177, kappa: -0.0002, kb_relative_information_score: -2441.0528, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9445, prior_entropy: 0.4114, recall: 0.9445, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1405, root_relative_squared_error: 0.9618,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9178, kb_relative_information_score: -69115.0818, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 5.7058, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.323, root_relative_squared_error: 2.2111,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.9222, kappa: 0.1842, kb_relative_information_score: -1988.8652, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9115, predictive_accuracy: 0.9362, prior_entropy: 0.4114, recall: 0.9362, relative_absolute_error: 0.9237, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.9771,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(15) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.567, f_measure: 0.9183, kappa: 0.0169, kb_relative_information_score: -365.7441, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9016, predictive_accuracy: 0.9441, prior_entropy: 0.4114, recall: 0.9441, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.146, root_relative_squared_error: 0.9995,
Casey Davis 9 years ago
ran flow weka.NaiveBayesUpdateable(9) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.9225, kappa: 0.1878, kb_relative_information_score: -2101.9373, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9101, predictive_accuracy: 0.9363, prior_entropy: 0.4114, recall: 0.9363, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.978, scimark_benchmark: 1230.3004, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
Casey Davis 9 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7995, f_measure: 0.9177, kappa: -0.0001, kb_relative_information_score: -1814.9347, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9445, prior_entropy: 0.4114, recall: 0.9445, relative_absolute_error: 0.8921, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.9485, scimark_benchmark: 1230.3004, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
Casey Davis 9 years ago
ran flow weka.NaiveBayes(10) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.9225, kappa: 0.1878, kb_relative_information_score: -2101.9373, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9101, predictive_accuracy: 0.9363, prior_entropy: 0.4114, recall: 0.9363, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.978, scimark_benchmark: 1230.3004, usercpu_time_millis: 40, usercpu_time_millis_testing: 40,
Casey Davis 9 years ago
ran flow weka.NaiveBayesMultinomial(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.488, f_measure: 0.2822, kappa: 0.004, kb_relative_information_score: -73249.0158, mean_absolute_error: 0.3288, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8984, predictive_accuracy: 0.182, prior_entropy: 0.4114, recall: 0.182, relative_absolute_error: 7.6785, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.5637, root_relative_squared_error: 3.8597, scimark_benchmark: 1230.3004, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Casey Davis 9 years ago
ran flow weka.DecisionStump(5) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7315, f_measure: 0.9178, kb_relative_information_score: -1758.5362, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.9101, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.9558, scimark_benchmark: 473.1656, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
Josep Pon Farreny 8 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(3) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5917, f_measure: 0.907, kappa: 0.131, kb_relative_information_score: -1718.7411, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9074, predictive_accuracy: 0.9065, prior_entropy: 0.4114, recall: 0.9065, relative_absolute_error: 0.8733, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1934, root_relative_squared_error: 1.3239,
Josep Pon Farreny 8 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(13) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7324, f_measure: 0.9192, kappa: 0.0816, kb_relative_information_score: -4885.635, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.9051, predictive_accuracy: 0.9394, prior_entropy: 0.4114, recall: 0.9394, relative_absolute_error: 0.8864, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.148, root_relative_squared_error: 1.0136,
Josep Pon Farreny 8 years ago
ran flow sklearn.svm.classes.SVC(4) on task Supervised Classification on data set volcanoes-d3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.48, f_measure: 0.9178, kb_relative_information_score: -191.9569, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.0428, number_of_instances: 9285, precision: 0.8923, predictive_accuracy: 0.9446, prior_entropy: 0.4114, recall: 0.9446, relative_absolute_error: 0.9939, root_mean_prior_squared_error: 0.1461, root_mean_squared_error: 0.1462, root_relative_squared_error: 1.0007,