OpenML
Wouter Nuijten
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Wouter's runs

Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_RandomForest(4) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, average_cost: 0.2161, f_measure: 0.9994, kappa: 0.8143, kb_relative_information_score: -809230.6099, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.0184, recall: 0.9994, relative_absolute_error: 0.3346, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0227, root_relative_squared_error: 0.5467, total_cost: 61545,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_CostSe ... tiveClassifier_RandomForest(3) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, average_cost: 0.2196, f_measure: 0.9993, kappa: 0.8036, kb_relative_information_score: -2106485.3691, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9993, predictive_accuracy: 0.9994, prior_entropy: 0.0184, recall: 0.9994, relative_absolute_error: 0.4541, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0238, root_relative_squared_error: 0.5727, total_cost: 62554,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... eredClassifier_RandomForest(2) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, average_cost: 0.1339, f_measure: 0.9993, kappa: 0.7973, kb_relative_information_score: -11445773.3511, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.0184, recall: 0.9993, relative_absolute_error: 1.715, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.03, root_relative_squared_error: 0.7215, total_cost: 38135,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... eredClassifier_RandomForest(2) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, average_cost: 0.122, f_measure: 0.9989, kappa: 0.7207, kb_relative_information_score: -22081820.867, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9989, prior_entropy: 0.0184, recall: 0.9989, relative_absolute_error: 4.3994, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0464, root_relative_squared_error: 1.1171, total_cost: 34758,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... edClassifier_SMO_PolyKernel(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, average_cost: 0.1167, f_measure: 0.9937, kappa: 0.2326, kb_relative_information_score: -1118000.076, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9983, predictive_accuracy: 0.9901, prior_entropy: 0.0184, recall: 0.9901, relative_absolute_error: 2.8557, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0993, root_relative_squared_error: 2.3911, total_cost: 33247,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_J48(6) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9255, average_cost: 0.1385, f_measure: 0.9924, kappa: 0.1902, kb_relative_information_score: -1439258.4468, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9876, prior_entropy: 0.0184, recall: 0.9876, relative_absolute_error: 3.1809, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0992, root_relative_squared_error: 2.3893, total_cost: 39448,
Wouter Nuijten 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.4742, kappa: 0.4518, kb_relative_information_score: 256.1387, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4765, predictive_accuracy: 0.4802, prior_entropy: 4.8467, recall: 0.4802, relative_absolute_error: 0.5825, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.9128,
Wouter Nuijten 8 years ago
ran flow weka.Bagging_J48(9) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.5311, kappa: 0.5336, kb_relative_information_score: 302.7074, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5125, predictive_accuracy: 0.5593, prior_entropy: 4.8467, recall: 0.5593, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.7767,
Wouter Nuijten 8 years ago
ran flow weka.Bagging_J48(9) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.5333, kappa: 0.5356, kb_relative_information_score: 303.2063, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5152, predictive_accuracy: 0.5612, prior_entropy: 4.8467, recall: 0.5612, relative_absolute_error: 0.6363, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.7759,
Wouter Nuijten 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8165, f_measure: 0.4738, kappa: 0.4518, kb_relative_information_score: 254.7102, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4758, predictive_accuracy: 0.4802, prior_entropy: 4.8467, recall: 0.4802, relative_absolute_error: 0.5816, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.9161,
Wouter Nuijten 8 years ago
ran flow weka.SMO_PolyKernel(15) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.4858, kappa: 0.4889, kb_relative_information_score: 36.768, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4849, predictive_accuracy: 0.5179, prior_entropy: 4.8467, recall: 0.5179, relative_absolute_error: 1.0098, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1406, root_relative_squared_error: 1.0002,
Wouter Nuijten 8 years ago
ran flow weka.Bagging_J48(9) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.5317, kappa: 0.5336, kb_relative_information_score: 303.2977, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5133, predictive_accuracy: 0.5593, prior_entropy: 4.8467, recall: 0.5593, relative_absolute_error: 0.6359, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.7757,
Wouter Nuijten 8 years ago
ran flow weka.Bagging_J48(9) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.491, kappa: 0.4844, kb_relative_information_score: 292.8373, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4772, predictive_accuracy: 0.5122, prior_entropy: 4.8467, recall: 0.5122, relative_absolute_error: 0.6378, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.8049,
Wouter Nuijten 8 years ago
ran flow weka.SMO_PolyKernel(15) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.4854, kappa: 0.487, kb_relative_information_score: 36.2975, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4862, predictive_accuracy: 0.516, prior_entropy: 4.8467, recall: 0.516, relative_absolute_error: 1.0099, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1407, root_relative_squared_error: 1.0003,
Wouter Nuijten 8 years ago
ran flow weka.AdaBoostM1_J48(5) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.4675, kappa: 0.446, kb_relative_information_score: 241.6442, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4833, predictive_accuracy: 0.4765, prior_entropy: 4.8467, recall: 0.4765, relative_absolute_error: 0.6333, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1244, root_relative_squared_error: 0.885,
Wouter Nuijten 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8155, f_measure: 0.4605, kappa: 0.4363, kb_relative_information_score: 252.3935, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4646, predictive_accuracy: 0.4652, prior_entropy: 4.8467, recall: 0.4652, relative_absolute_error: 0.5832, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1299, root_relative_squared_error: 0.9236,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_SGD(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, average_cost: 0.1074, f_measure: 0.9913, kappa: 0.1726, kb_relative_information_score: -1780701.2663, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9983, predictive_accuracy: 0.9855, prior_entropy: 0.0184, recall: 0.9855, relative_absolute_error: 4.2053, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1205, root_relative_squared_error: 2.9016, total_cost: 30582,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... ifier_AdaBoostM1_NaiveBayes(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, average_cost: 0.1456, f_measure: 0.9841, kappa: 0.0926, kb_relative_information_score: -68493922.4049, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9981, predictive_accuracy: 0.9717, prior_entropy: 0.0184, recall: 0.9717, relative_absolute_error: 17.1017, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1493, root_relative_squared_error: 3.5956, total_cost: 41479,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... ier_AdaBoostM1_RandomForest(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, average_cost: 0.1238, f_measure: 0.9989, kappa: 0.7177, kb_relative_information_score: -23986502.368, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9988, prior_entropy: 0.0184, recall: 0.9988, relative_absolute_error: 4.4262, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0454, root_relative_squared_error: 1.093, total_cost: 35261,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... edClassifier_AdaBoostM1_J48(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, average_cost: 0.1273, f_measure: 0.9989, kappa: 0.7107, kb_relative_information_score: 108760.9833, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9988, prior_entropy: 0.0184, recall: 0.9988, relative_absolute_error: 0.3449, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0342, root_relative_squared_error: 0.8245, total_cost: 36269,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... redClassifier_SMO_RBFKernel(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, average_cost: 0.8637, f_measure: 0.9974, kb_relative_information_score: 38605.7695, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9965, predictive_accuracy: 0.9983, prior_entropy: 0.0184, recall: 0.9983, relative_absolute_error: 0.5004, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0416, root_relative_squared_error: 1.0009, total_cost: 246000,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... edClassifier_SMO_PolyKernel(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, average_cost: 0.1934, f_measure: 0.9993, kappa: 0.8064, kb_relative_information_score: 192919.7618, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9993, predictive_accuracy: 0.9994, prior_entropy: 0.0184, recall: 0.9994, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.6104, total_cost: 55073,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... edClassifier_SMO_PolyKernel(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8372, average_cost: 0.2812, f_measure: 0.9991, kappa: 0.726, kb_relative_information_score: 159460.0936, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.0184, recall: 0.9991, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0296, root_relative_squared_error: 0.7134, total_cost: 80090,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_FilteredClassifier_Logistic(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, average_cost: 0.3307, f_measure: 0.9987, kappa: 0.6122, kb_relative_information_score: -221392.3202, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9987, predictive_accuracy: 0.9987, prior_entropy: 0.0184, recall: 0.9987, relative_absolute_error: 0.4537, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0355, root_relative_squared_error: 0.8553, total_cost: 94196,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... eredClassifier_RandomForest(2) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9501, average_cost: 0.3355, f_measure: 0.9991, kappa: 0.7163, kb_relative_information_score: -907475.5824, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9992, prior_entropy: 0.0184, recall: 0.9992, relative_absolute_error: 0.405, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.6281, total_cost: 95547,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... eredClassifier_RandomForest(2) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, average_cost: 0.332, f_measure: 0.9991, kappa: 0.7185, kb_relative_information_score: -963193.7914, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9992, prior_entropy: 0.0184, recall: 0.9992, relative_absolute_error: 0.405, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.629, total_cost: 94548,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_FilteredClassifier_J48(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6885, average_cost: 0.6727, f_measure: 0.998, kappa: 0.3176, kb_relative_information_score: 31273.3292, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9979, predictive_accuracy: 0.9984, prior_entropy: 0.0184, recall: 0.9984, relative_absolute_error: 0.7285, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0389, root_relative_squared_error: 0.9359, total_cost: 191584,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_FilteredClassifier_J48(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8377, average_cost: 0.276, f_measure: 0.9991, kappa: 0.7208, kb_relative_information_score: 149720.6332, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.999, predictive_accuracy: 0.9991, prior_entropy: 0.0184, recall: 0.9991, relative_absolute_error: 0.3552, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0289, root_relative_squared_error: 0.6969, total_cost: 78602,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_FilteredClassifier_J48(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8113, average_cost: 0.3146, f_measure: 0.999, kappa: 0.6943, kb_relative_information_score: 146022.371, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.0184, recall: 0.999, relative_absolute_error: 0.3513, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0302, root_relative_squared_error: 0.7269, total_cost: 89596,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_FilteredClassifier_J48(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, average_cost: 0.3146, f_measure: 0.999, kappa: 0.6844, kb_relative_information_score: 120578.1627, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9989, predictive_accuracy: 0.999, prior_entropy: 0.0184, recall: 0.999, relative_absolute_error: 0.3527, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0308, root_relative_squared_error: 0.7407, total_cost: 89609,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_FilteredClassifier_J48(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8235, average_cost: 0.2918, f_measure: 0.999, kappa: 0.7098, kb_relative_information_score: 148763.297, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.999, predictive_accuracy: 0.9991, prior_entropy: 0.0184, recall: 0.9991, relative_absolute_error: 0.3499, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0296, root_relative_squared_error: 0.7129, total_cost: 83100,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_FilteredClassifier_J48(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8113, average_cost: 0.3146, f_measure: 0.999, kappa: 0.6943, kb_relative_information_score: 146022.371, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.0184, recall: 0.999, relative_absolute_error: 0.3513, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0302, root_relative_squared_error: 0.7269, total_cost: 89596,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_FilteredClassifier_J48(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, average_cost: 0.1337, f_measure: 0.9931, kappa: 0.2085, kb_relative_information_score: -1291017.1066, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9889, prior_entropy: 0.0184, recall: 0.9889, relative_absolute_error: 3.1944, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1048, root_relative_squared_error: 2.5225, total_cost: 38087,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_FilteredClassifier_J48(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, average_cost: 0.1337, f_measure: 0.9931, kappa: 0.2097, kb_relative_information_score: -1280069.4234, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.989, prior_entropy: 0.0184, recall: 0.989, relative_absolute_error: 3.1725, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1044, root_relative_squared_error: 2.514, total_cost: 38065,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... edClassifier_SMO_PolyKernel(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, average_cost: 0.1096, f_measure: 0.991, kappa: 0.1679, kb_relative_information_score: -1843625.4186, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.985, prior_entropy: 0.0184, recall: 0.985, relative_absolute_error: 4.3334, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1223, root_relative_squared_error: 2.9454, total_cost: 31207,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... lteredClassifier_NaiveBayes(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, average_cost: 0.1456, f_measure: 0.9841, kappa: 0.0926, kb_relative_information_score: -4139154.5851, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9981, predictive_accuracy: 0.9717, prior_entropy: 0.0184, recall: 0.9717, relative_absolute_error: 8.2203, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1661, root_relative_squared_error: 3.9988, total_cost: 41479,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... r_AdaBoostM1_SMO_PolyKernel(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, average_cost: 0.1129, f_measure: 0.9884, kappa: 0.1304, kb_relative_information_score: -24018789.1264, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9799, prior_entropy: 0.0184, recall: 0.9799, relative_absolute_error: 12.0515, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1356, root_relative_squared_error: 3.266, total_cost: 32163,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... oostM1_MultilayerPerceptron(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, average_cost: 0.1176, f_measure: 0.9896, kappa: 0.144, kb_relative_information_score: -58152063.5928, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9822, prior_entropy: 0.0184, recall: 0.9822, relative_absolute_error: 11.4448, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1338, root_relative_squared_error: 3.221, total_cost: 33504,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... ier_AdaBoostM1_RandomForest(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, average_cost: 0.1256, f_measure: 0.9989, kappa: 0.7112, kb_relative_information_score: -22074841.5756, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9988, prior_entropy: 0.0184, recall: 0.9988, relative_absolute_error: 4.4282, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0468, root_relative_squared_error: 1.1269, total_cost: 35770,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_FilteredClassifier_IBk(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, average_cost: 0.1848, f_measure: 0.9992, kappa: 0.7599, kb_relative_information_score: 162380.3903, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9992, predictive_accuracy: 0.9991, prior_entropy: 0.0184, recall: 0.9991, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0293, root_relative_squared_error: 0.7048, total_cost: 52639,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_RandomForest(5) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, average_cost: 0.1669, f_measure: 0.9995, kappa: 0.8647, kb_relative_information_score: -1522304.3445, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9995, predictive_accuracy: 0.9996, prior_entropy: 0.0184, recall: 0.9996, relative_absolute_error: 0.3387, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0201, root_relative_squared_error: 0.4831, total_cost: 47529,
Wouter Nuijten 8 years ago
ran flow weka.AttributeSelectedClassifier_RandomForest(2) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.3878, kappa: 0.3911, kb_relative_information_score: 152.8876, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4339, predictive_accuracy: 0.435, prior_entropy: 4.8467, recall: 0.435, relative_absolute_error: 0.9034, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.9192,
Wouter Nuijten 8 years ago
ran flow weka.RandomizableFilteredClassifier_RandomForest(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.699, f_measure: 0.1151, kappa: 0.1228, kb_relative_information_score: 63.5182, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.1644, predictive_accuracy: 0.1977, prior_entropy: 4.8467, recall: 0.1977, relative_absolute_error: 0.9658, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.9852,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_Logistic(3) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, average_cost: 0.1005, f_measure: 0.9884, kappa: 0.1329, kb_relative_information_score: -61462609.7885, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9801, prior_entropy: 0.0184, recall: 0.9801, relative_absolute_error: 20.3441, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1413, root_relative_squared_error: 3.4032, total_cost: 28636,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... eredClassifier_RandomForest(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, average_cost: 0.3249, f_measure: 0.9992, kappa: 0.7403, kb_relative_information_score: -1930203.2861, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.0184, recall: 0.9992, relative_absolute_error: 0.4706, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0272, root_relative_squared_error: 0.6547, total_cost: 92530,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_F ... fier_FilteredClassifier_J48(1) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8145, average_cost: 0.321, f_measure: 0.9981, kappa: 0.5059, kb_relative_information_score: -16662.5976, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9984, predictive_accuracy: 0.9979, prior_entropy: 0.0184, recall: 0.9979, relative_absolute_error: 0.6111, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0458, root_relative_squared_error: 1.1039, total_cost: 91421,
Wouter Nuijten 8 years ago
ran flow weka.CostSensitiveClassifier_J48(6) on task Supervised Classification on data set creditcard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, average_cost: 0.1526, f_measure: 0.9983, kappa: 0.5931, kb_relative_information_score: 7441.1635, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9988, predictive_accuracy: 0.9981, prior_entropy: 0.0184, recall: 0.9981, relative_absolute_error: 0.5606, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0438, root_relative_squared_error: 1.0552, total_cost: 43469,
Wouter Nuijten 8 years ago
ran flow weka.IBk(11) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.819, f_measure: 0.3665, kappa: 0.3474, kb_relative_information_score: 231.9393, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.3624, predictive_accuracy: 0.3823, prior_entropy: 4.8467, recall: 0.3823, relative_absolute_error: 0.7015, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.9345,
Wouter Nuijten 8 years ago
ran flow weka.Vote_AttributeSelectedClassifier(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.496, kappa: 0.4954, kb_relative_information_score: 285.3595, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4834, predictive_accuracy: 0.5235, prior_entropy: 4.8467, recall: 0.5235, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.8144,
Wouter Nuijten 8 years ago
ran flow weka.Vote_RandomForest(3) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.4435, kappa: 0.4253, kb_relative_information_score: 256.7124, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4401, predictive_accuracy: 0.4557, prior_entropy: 4.8467, recall: 0.4557, relative_absolute_error: 0.7344, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.118, root_relative_squared_error: 0.8395,
Wouter Nuijten 8 years ago
ran flow weka.CVParameterSelection_RandomForest(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.5383, kappa: 0.5523, kb_relative_information_score: 272.8174, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5283, predictive_accuracy: 0.5782, prior_entropy: 4.8467, recall: 0.5782, relative_absolute_error: 0.7334, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.803,
Wouter Nuijten 8 years ago
ran flow weka.CVParameterSelection_J48(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7476, f_measure: 0.4571, kappa: 0.4269, kb_relative_information_score: 223.3622, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4635, predictive_accuracy: 0.4557, prior_entropy: 4.8467, recall: 0.4557, relative_absolute_error: 0.5877, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1423, root_relative_squared_error: 1.0119,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... ibuteSelectedClassifier_IBk(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.4803, kappa: 0.4684, kb_relative_information_score: 285.1271, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4806, predictive_accuracy: 0.4972, prior_entropy: 4.8467, recall: 0.4972, relative_absolute_error: 0.6244, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1215, root_relative_squared_error: 0.8638,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... ibuteSelectedClassifier_IBk(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.4282, kappa: 0.4269, kb_relative_information_score: 262.9446, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.441, predictive_accuracy: 0.4595, prior_entropy: 4.8467, recall: 0.4595, relative_absolute_error: 0.6992, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.8822,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... ibuteSelectedClassifier_IBk(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7307, f_measure: 0.504, kappa: 0.4775, kb_relative_information_score: 228.2456, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5091, predictive_accuracy: 0.5047, prior_entropy: 4.8467, recall: 0.5047, relative_absolute_error: 0.5712, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1383, root_relative_squared_error: 0.9838,
Wouter Nuijten 8 years ago
ran flow weka.RandomForest(12) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.5353, kappa: 0.5483, kb_relative_information_score: 271.7476, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5212, predictive_accuracy: 0.5744, prior_entropy: 4.8467, recall: 0.5744, relative_absolute_error: 0.7351, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.8049,
Wouter Nuijten 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.807, f_measure: 0.4658, kappa: 0.442, kb_relative_information_score: 248.4849, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4677, predictive_accuracy: 0.4708, prior_entropy: 4.8467, recall: 0.4708, relative_absolute_error: 0.5842, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1312, root_relative_squared_error: 0.933,
Wouter Nuijten 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.473, kappa: 0.4498, kb_relative_information_score: 243.7253, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4727, predictive_accuracy: 0.4783, prior_entropy: 4.8467, recall: 0.4783, relative_absolute_error: 0.5748, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.9548,
Wouter Nuijten 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7736, f_measure: 0.4732, kappa: 0.45, kb_relative_information_score: 239.7696, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4721, predictive_accuracy: 0.4783, prior_entropy: 4.8467, recall: 0.4783, relative_absolute_error: 0.571, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.97,
Wouter Nuijten 8 years ago
ran flow weka.AttributeSelectedClassifier_J48(2) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7599, f_measure: 0.4671, kappa: 0.4446, kb_relative_information_score: 233.8173, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4668, predictive_accuracy: 0.4727, prior_entropy: 4.8467, recall: 0.4727, relative_absolute_error: 0.5668, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.995,
Wouter Nuijten 8 years ago
ran flow weka.AttributeSelectedClassifier_IBk(2) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7646, f_measure: 0.5269, kappa: 0.5133, kb_relative_information_score: 252.1517, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5253, predictive_accuracy: 0.5386, prior_entropy: 4.8467, recall: 0.5386, relative_absolute_error: 0.5346, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1328, root_relative_squared_error: 0.9445,
Wouter Nuijten 8 years ago
ran flow weka.AttributeSelectedClassifier_IBk(2) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.5375, kappa: 0.5268, kb_relative_information_score: 280.9911, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5328, predictive_accuracy: 0.5518, prior_entropy: 4.8467, recall: 0.5518, relative_absolute_error: 0.5279, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.8874,
Wouter Nuijten 8 years ago
ran flow weka.AttributeSelectedClassifier_IBk(2) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.5375, kappa: 0.5268, kb_relative_information_score: 280.9911, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5328, predictive_accuracy: 0.5518, prior_entropy: 4.8467, recall: 0.5518, relative_absolute_error: 0.5279, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.8874,
Wouter Nuijten 8 years ago
ran flow weka.SMO_PolyKernel(15) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.4647, kappa: 0.4676, kb_relative_information_score: 33.1337, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4493, predictive_accuracy: 0.4972, prior_entropy: 4.8467, recall: 0.4972, relative_absolute_error: 1.0105, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1407, root_relative_squared_error: 1.0009,
Wouter Nuijten 8 years ago
ran flow weka.AttributeSelectedClassifier_IBk(2) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.444, kappa: 0.4556, kb_relative_information_score: 289.3042, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4357, predictive_accuracy: 0.4878, prior_entropy: 4.8467, recall: 0.4878, relative_absolute_error: 0.6784, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.8166,
Wouter Nuijten 8 years ago
ran flow weka.OneR(20) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -3.491, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0, predictive_accuracy: 0.0057, prior_entropy: 4.8467, recall: 0.0057, relative_absolute_error: 1.0452, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.2035, root_relative_squared_error: 1.4475,
Wouter Nuijten 8 years ago
ran flow weka.IBk(11) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.819, f_measure: 0.3665, kappa: 0.3474, kb_relative_information_score: 231.9393, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.3624, predictive_accuracy: 0.3823, prior_entropy: 4.8467, recall: 0.3823, relative_absolute_error: 0.7015, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.9345,
Wouter Nuijten 8 years ago
ran flow weka.Bagging_J48(9) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.5438, kappa: 0.5438, kb_relative_information_score: 305.0612, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5274, predictive_accuracy: 0.5687, prior_entropy: 4.8467, recall: 0.5687, relative_absolute_error: 0.6302, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.7724,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_FilteredClassifier_RandomForest(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.5219, kappa: 0.5305, kb_relative_information_score: 266.4855, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5119, predictive_accuracy: 0.5574, prior_entropy: 4.8467, recall: 0.5574, relative_absolute_error: 0.7412, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.8115,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... eredClassifier_RandomForest(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7053, f_measure: 0.1105, kappa: 0.127, kb_relative_information_score: 66.1578, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.1533, predictive_accuracy: 0.2053, prior_entropy: 4.8467, recall: 0.2053, relative_absolute_error: 0.963, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.9849,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... fier_FilteredClassifier_IBk(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5123, f_measure: 0.028, kappa: 0.0101, kb_relative_information_score: 33.5374, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.026, predictive_accuracy: 0.0395, prior_entropy: 4.8467, recall: 0.0395, relative_absolute_error: 1.0057, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1599, root_relative_squared_error: 1.1372,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... fier_FilteredClassifier_IBk(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.0221, kappa: 0.0016, kb_relative_information_score: 11.885, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.0194, predictive_accuracy: 0.0395, prior_entropy: 4.8467, recall: 0.0395, relative_absolute_error: 1.0113, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1911, root_relative_squared_error: 1.3593,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... ibuteSelectedClassifier_IBk(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.5321, kappa: 0.5248, kb_relative_information_score: 314.882, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5266, predictive_accuracy: 0.5499, prior_entropy: 4.8467, recall: 0.5499, relative_absolute_error: 0.5211, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.8059,
Wouter Nuijten 8 years ago
ran flow weka.Bagging_RandomForest(12) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.529, kappa: 0.5383, kb_relative_information_score: 265.9953, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5169, predictive_accuracy: 0.565, prior_entropy: 4.8467, recall: 0.565, relative_absolute_error: 0.7455, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.8128,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... fier_Bagging_SMO_PolyKernel(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8159, f_measure: 0.1738, kappa: 0.226, kb_relative_information_score: 23.2745, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.1321, predictive_accuracy: 0.2863, prior_entropy: 4.8467, recall: 0.2863, relative_absolute_error: 1.0126, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.141, root_relative_squared_error: 1.003,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... teredClassifier_Bagging_IBk(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.2911, kappa: 0.2764, kb_relative_information_score: 193.876, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.2927, predictive_accuracy: 0.3164, prior_entropy: 4.8467, recall: 0.3164, relative_absolute_error: 0.781, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.135, root_relative_squared_error: 0.9601,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... eredClassifier_RandomForest(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.435, kappa: 0.4269, kb_relative_information_score: 255.9591, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4328, predictive_accuracy: 0.4595, prior_entropy: 4.8467, recall: 0.4595, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.84,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_IBk(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5116, f_measure: 0.0229, kappa: 0.0068, kb_relative_information_score: 45.6208, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.017, predictive_accuracy: 0.0414, prior_entropy: 4.8467, recall: 0.0414, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1529, root_relative_squared_error: 1.087,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_Filter ... eredClassifier_RandomForest(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -3.491, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0, predictive_accuracy: 0.0057, prior_entropy: 4.8467, recall: 0.0057, relative_absolute_error: 1.0452, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.2035, root_relative_squared_error: 1.4475,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_NaiveBayes(3) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.3903, kappa: 0.3577, kb_relative_information_score: 222.9304, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4215, predictive_accuracy: 0.3898, prior_entropy: 4.8467, recall: 0.3898, relative_absolute_error: 0.7196, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1322, root_relative_squared_error: 0.9405,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_J48(3) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7182, f_measure: 0.37, kappa: 0.3407, kb_relative_information_score: 186.3569, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.3813, predictive_accuracy: 0.3748, prior_entropy: 4.8467, recall: 0.3748, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1519, root_relative_squared_error: 1.0805,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_RandomForest(4) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.4302, kappa: 0.428, kb_relative_information_score: 246.4667, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.4275, predictive_accuracy: 0.4614, prior_entropy: 4.8467, recall: 0.4614, relative_absolute_error: 0.7633, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.8511,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_RandomForest(4) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.5264, kappa: 0.5364, kb_relative_information_score: 271.5274, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5129, predictive_accuracy: 0.5631, prior_entropy: 4.8467, recall: 0.5631, relative_absolute_error: 0.7341, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.8062,
Wouter Nuijten 8 years ago
ran flow weka.FilteredClassifier_FilteredClassifier_RandomForest(1) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.5355, kappa: 0.5294, kb_relative_information_score: 249.4334, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5326, predictive_accuracy: 0.5556, prior_entropy: 4.8467, recall: 0.5556, relative_absolute_error: 0.7461, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.872,
Wouter Nuijten 8 years ago
ran flow weka.MultiSearch_RandomForest(3) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.7733, kappa: 0.5947, kb_relative_information_score: 30.4724, mean_absolute_error: 0.2671, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.7801, predictive_accuracy: 0.7778, prior_entropy: 1.3765, recall: 0.7778, relative_absolute_error: 0.7022, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.3541, root_relative_squared_error: 0.8145,
Wouter Nuijten 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7419, f_measure: 0.6373, kappa: 0.367, kb_relative_information_score: 23.4927, mean_absolute_error: 0.2862, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.6347, predictive_accuracy: 0.642, prior_entropy: 1.3765, recall: 0.642, relative_absolute_error: 0.7523, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.4166, root_relative_squared_error: 0.9582,
Wouter Nuijten 8 years ago
ran flow weka.MultilayerPerceptron(8) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4441, f_measure: 0.4114, kb_relative_information_score: 0.419, mean_absolute_error: 0.3797, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.3225, predictive_accuracy: 0.5679, prior_entropy: 1.3765, recall: 0.5679, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.4352, root_relative_squared_error: 1.001,
Wouter Nuijten 8 years ago
ran flow weka.JRip(7) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7025, f_measure: 0.7645, kappa: 0.5729, kb_relative_information_score: 39.5791, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.7871, predictive_accuracy: 0.7778, prior_entropy: 1.3765, recall: 0.7778, relative_absolute_error: 0.5372, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.829,
Wouter Nuijten 8 years ago
ran flow weka.JRip(7) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6784, f_measure: 0.7169, kappa: 0.491, kb_relative_information_score: 30.7758, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.7251, predictive_accuracy: 0.7284, prior_entropy: 1.3765, recall: 0.7284, relative_absolute_error: 0.6646, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9039,
Wouter Nuijten 8 years ago
ran flow weka.IBk(11) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7269, f_measure: 0.6142, kappa: 0.3367, kb_relative_information_score: 28.4956, mean_absolute_error: 0.2549, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.577, predictive_accuracy: 0.6667, prior_entropy: 1.3765, recall: 0.6667, relative_absolute_error: 0.6702, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.4276, root_relative_squared_error: 0.9835,
Wouter Nuijten 8 years ago
ran flow weka.SMO_PolyKernel(15) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7236, f_measure: 0.6824, kappa: 0.438, kb_relative_information_score: 20.4574, mean_absolute_error: 0.3155, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.6874, predictive_accuracy: 0.6914, prior_entropy: 1.3765, recall: 0.6914, relative_absolute_error: 0.8295, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.408, root_relative_squared_error: 0.9383,
Wouter Nuijten 8 years ago
ran flow weka.MultilayerPerceptron(8) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6815, f_measure: 0.5749, kappa: 0.2727, kb_relative_information_score: 22.6836, mean_absolute_error: 0.2905, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.5511, predictive_accuracy: 0.6049, prior_entropy: 1.3765, recall: 0.6049, relative_absolute_error: 0.7637, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.4532, root_relative_squared_error: 1.0425,
Wouter Nuijten 8 years ago
ran flow weka.IBk(11) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.731, f_measure: 0.5933, kappa: 0.2696, kb_relative_information_score: 18.9043, mean_absolute_error: 0.3155, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.6069, predictive_accuracy: 0.6296, prior_entropy: 1.3765, recall: 0.6296, relative_absolute_error: 0.8294, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.9322,
Wouter Nuijten 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6765, f_measure: 0.6214, kappa: 0.3451, kb_relative_information_score: 28.6829, mean_absolute_error: 0.2574, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.6286, predictive_accuracy: 0.6173, prior_entropy: 1.3765, recall: 0.6173, relative_absolute_error: 0.6767, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.4994, root_relative_squared_error: 1.1487,
Wouter Nuijten 8 years ago
ran flow weka.RandomForest(12) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8501, f_measure: 0.7853, kappa: 0.6133, kb_relative_information_score: 29.0499, mean_absolute_error: 0.2741, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.8028, predictive_accuracy: 0.7901, prior_entropy: 1.3765, recall: 0.7901, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.8233,
Wouter Nuijten 8 years ago
ran flow weka.J48(38) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6868, f_measure: 0.612, kappa: 0.3156, kb_relative_information_score: 26.698, mean_absolute_error: 0.2639, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.6077, predictive_accuracy: 0.6173, prior_entropy: 1.3765, recall: 0.6173, relative_absolute_error: 0.6939, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.4792, root_relative_squared_error: 1.1021,
Wouter Nuijten 8 years ago
ran flow weka.IBk(11) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7563, f_measure: 0.6106, kappa: 0.328, kb_relative_information_score: 29.2167, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.5755, predictive_accuracy: 0.6543, prior_entropy: 1.3765, recall: 0.6543, relative_absolute_error: 0.6703, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.4279, root_relative_squared_error: 0.9842,