OpenML

Jan van Rijn 6 years ago
ran flow weka.classifiers.meta.MultiSea ... lassifiers.trees.REPTree)))(2) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5223, kb_relative_information_score: -4.4789, mean_absolute_error: 0.4496, mean_prior_absolute_error: 0.4471, number_of_instances: 368, predictive_accuracy: 0.663, prior_entropy: 0.9227, recall: 0.663, relative_absolute_error: 1.0055, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4721, root_relative_squared_error: 0.9989,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-SMO(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.7971, kappa: 0.5387, kb_relative_information_score: 156.9952, mean_absolute_error: 0.2541, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7974, predictive_accuracy: 0.8016, prior_entropy: 0.9227, recall: 0.8016, relative_absolute_error: 0.5682, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8385,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7135, f_measure: 0.6374, kappa: 0.181, kb_relative_information_score: 57.3223, mean_absolute_error: 0.3617, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6344, predictive_accuracy: 0.6413, prior_entropy: 0.9227, recall: 0.6413, relative_absolute_error: 0.8089, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4554, root_relative_squared_error: 0.9635,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7118, f_measure: 0.6236, kappa: 0.1458, kb_relative_information_score: 65.8458, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.619, predictive_accuracy: 0.6304, prior_entropy: 0.9227, recall: 0.6304, relative_absolute_error: 0.7802, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4552, root_relative_squared_error: 0.963,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, f_measure: 0.7604, kappa: 0.4627, kb_relative_information_score: 81.9035, mean_absolute_error: 0.3438, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7599, predictive_accuracy: 0.7609, prior_entropy: 0.9227, recall: 0.7609, relative_absolute_error: 0.7688, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.8872,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7205, f_measure: 0.5287, kb_relative_information_score: 13.698, mean_absolute_error: 0.4304, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.4396, predictive_accuracy: 0.663, prior_entropy: 0.9227, recall: 0.663, relative_absolute_error: 0.9627, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4608, root_relative_squared_error: 0.9749,

William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4855, f_measure: 0.5287, kb_relative_information_score: -0.2585, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.4396, predictive_accuracy: 0.663, prior_entropy: 0.9227, recall: 0.663, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4727, root_relative_squared_error: 1.0001,

William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.617, f_measure: 0.5865, kappa: 0.086, kb_relative_information_score: 12.4929, mean_absolute_error: 0.4312, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6631, predictive_accuracy: 0.6766, prior_entropy: 0.9227, recall: 0.6766, relative_absolute_error: 0.9644, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4686, root_relative_squared_error: 0.9915,

William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.7862, kappa: 0.518, kb_relative_information_score: 166.3112, mean_absolute_error: 0.2403, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7852, predictive_accuracy: 0.788, prior_entropy: 0.9227, recall: 0.788, relative_absolute_error: 0.5375, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3917, root_relative_squared_error: 0.8287,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.534, f_measure: 0.5865, kappa: 0.086, kb_relative_information_score: 89.0515, mean_absolute_error: 0.3234, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6631, predictive_accuracy: 0.6766, prior_entropy: 0.9227, recall: 0.6766, relative_absolute_error: 0.7232, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5687, root_relative_squared_error: 1.2031,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7124, f_measure: 0.7497, kappa: 0.4342, kb_relative_information_score: 154.6062, mean_absolute_error: 0.2473, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7481, predictive_accuracy: 0.7527, prior_entropy: 0.9227, recall: 0.7527, relative_absolute_error: 0.5531, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4973, root_relative_squared_error: 1.0521,

William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.8166, kappa: 0.5791, kb_relative_information_score: 167.9332, mean_absolute_error: 0.2527, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.8292, predictive_accuracy: 0.8261, prior_entropy: 0.9227, recall: 0.8261, relative_absolute_error: 0.5651, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3764, root_relative_squared_error: 0.7963,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7763, f_measure: 0.6602, kappa: 0.3544, kb_relative_information_score: 66.9195, mean_absolute_error: 0.3491, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7652, predictive_accuracy: 0.6549, prior_entropy: 0.9227, recall: 0.6549, relative_absolute_error: 0.7808, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5162, root_relative_squared_error: 1.0922,

William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7884, f_measure: 0.6236, kappa: 0.1601, kb_relative_information_score: 48.8812, mean_absolute_error: 0.3916, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7162, predictive_accuracy: 0.6984, prior_entropy: 0.9227, recall: 0.6984, relative_absolute_error: 0.8757, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4314, root_relative_squared_error: 0.9126,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.698, kappa: 0.3975, kb_relative_information_score: 94.1532, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.765, predictive_accuracy: 0.6902, prior_entropy: 0.9227, recall: 0.6902, relative_absolute_error: 0.7106, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4674, root_relative_squared_error: 0.9889,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6074, f_measure: 0.6632, kappa: 0.2289, kb_relative_information_score: 89.0515, mean_absolute_error: 0.3234, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6598, predictive_accuracy: 0.6766, prior_entropy: 0.9227, recall: 0.6766, relative_absolute_error: 0.7232, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5687, root_relative_squared_error: 1.2031,

William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7627, f_measure: 0.7698, kappa: 0.4809, kb_relative_information_score: 170.7631, mean_absolute_error: 0.2287, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7686, predictive_accuracy: 0.7717, prior_entropy: 0.9227, recall: 0.7717, relative_absolute_error: 0.5114, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4701, root_relative_squared_error: 0.9945,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-IBk5(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6757, f_measure: 0.6008, kappa: 0.1866, kb_relative_information_score: -1.5428, mean_absolute_error: 0.434, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6482, predictive_accuracy: 0.5897, prior_entropy: 0.9227, recall: 0.5897, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4901, root_relative_squared_error: 1.0368,

Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6618, f_measure: 0.611, kappa: 0.2164, kb_relative_information_score: -9.1492, mean_absolute_error: 0.4411, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.666, predictive_accuracy: 0.6005, prior_entropy: 0.9227, recall: 0.6005, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5094, root_relative_squared_error: 1.0778, scimark_benchmark: 1873.1108, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 31.25,

William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-NaiveBayes(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7754, f_measure: 0.6933, kappa: 0.374, kb_relative_information_score: 93.5316, mean_absolute_error: 0.3189, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7429, predictive_accuracy: 0.6848, prior_entropy: 0.9227, recall: 0.6848, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5413, root_relative_squared_error: 1.1452,

Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6774, f_measure: 0.6624, kappa: 0.2724, kb_relative_information_score: -13.9764, mean_absolute_error: 0.4483, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6788, predictive_accuracy: 0.6549, prior_entropy: 0.9227, recall: 0.6549, relative_absolute_error: 1.0026, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4827, root_relative_squared_error: 1.0212, scimark_benchmark: 1873.1108, usercpu_time_millis: 46.875, usercpu_time_millis_testing: 46.875,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.7232, kappa: 0.3719, kb_relative_information_score: 110.2691, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7211, predictive_accuracy: 0.7283, prior_entropy: 0.9227, recall: 0.7283, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.9284,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7602, f_measure: 0.6569, kappa: 0.3525, kb_relative_information_score: 74.8821, mean_absolute_error: 0.3393, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7678, predictive_accuracy: 0.6522, prior_entropy: 0.9227, recall: 0.6522, relative_absolute_error: 0.7588, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4916, root_relative_squared_error: 1.0401,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7204, f_measure: 0.6248, kappa: 0.1418, kb_relative_information_score: 73.2673, mean_absolute_error: 0.3415, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6188, predictive_accuracy: 0.6386, prior_entropy: 0.9227, recall: 0.6386, relative_absolute_error: 0.7637, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9306, scimark_benchmark: 1873.1108, usercpu_time_millis: 15.625, usercpu_time_millis_testing: 15.625,

Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6549, f_measure: 0.664, kappa: 0.2445, kb_relative_information_score: 7.867, mean_absolute_error: 0.4115, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6625, predictive_accuracy: 0.6658, prior_entropy: 0.9227, recall: 0.6658, relative_absolute_error: 0.9203, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5536, root_relative_squared_error: 1.1712, scimark_benchmark: 1840.6094, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 31.25,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.712, f_measure: 0.6238, kappa: 0.1433, kb_relative_information_score: 65.2897, mean_absolute_error: 0.3491, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6184, predictive_accuracy: 0.6332, prior_entropy: 0.9227, recall: 0.6332, relative_absolute_error: 0.7809, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4536, root_relative_squared_error: 0.9597, scimark_benchmark: 1873.1108, usercpu_time_millis: 15.625, usercpu_time_millis_testing: 15.625,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7637, f_measure: 0.6424, kappa: 0.1794, kb_relative_information_score: 70.6027, mean_absolute_error: 0.3539, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6561, predictive_accuracy: 0.6821, prior_entropy: 0.9227, recall: 0.6821, relative_absolute_error: 0.7916, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4125, root_relative_squared_error: 0.8727,

Jan van Rijn 9 years ago
ran flow weka.JRip(5) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7898, f_measure: 0.8254, kappa: 0.6035, kb_relative_information_score: 173.5506, mean_absolute_error: 0.2471, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.826, predictive_accuracy: 0.8288, prior_entropy: 0.9227, recall: 0.8288, relative_absolute_error: 0.5527, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3828, root_relative_squared_error: 0.8098, scimark_benchmark: 789.5881, usercpu_time_millis: 40, usercpu_time_millis_training: 40,

Martijn Post 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4855, f_measure: 0.5287, kb_relative_information_score: 0.1583, mean_absolute_error: 0.4469, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.4396, predictive_accuracy: 0.663, prior_entropy: 0.9227, recall: 0.663, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4727, root_relative_squared_error: 1.0001, scimark_benchmark: 1860.4354,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(4) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4855, f_measure: 0.5287, kb_relative_information_score: 0.1583, mean_absolute_error: 0.4469, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.4396, predictive_accuracy: 0.663, prior_entropy: 0.9227, recall: 0.663, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4727, root_relative_squared_error: 1.0001, scimark_benchmark: 1860.4354, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,

Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6689, f_measure: 0.6455, kappa: 0.2844, kb_relative_information_score: 53.4608, mean_absolute_error: 0.365, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7009, predictive_accuracy: 0.6359, prior_entropy: 0.9227, recall: 0.6359, relative_absolute_error: 0.8162, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.6017, root_relative_squared_error: 1.2729, scimark_benchmark: 1860.4354, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 31.25,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7284, f_measure: 0.6595, kappa: 0.2242, kb_relative_information_score: 82.0484, mean_absolute_error: 0.3311, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6554, predictive_accuracy: 0.6685, prior_entropy: 0.9227, recall: 0.6685, relative_absolute_error: 0.7405, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4854, root_relative_squared_error: 1.027, scimark_benchmark: 1860.4354, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 31.25,

Martijn Post 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5107, f_measure: 0.5794, kappa: 0.0767, kb_relative_information_score: 11.9454, mean_absolute_error: 0.4319, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6736, predictive_accuracy: 0.6766, prior_entropy: 0.9227, recall: 0.6766, relative_absolute_error: 0.9659, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4816, root_relative_squared_error: 1.0188, scimark_benchmark: 1860.4354,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5107, f_measure: 0.5794, kappa: 0.0767, kb_relative_information_score: 11.9454, mean_absolute_error: 0.4319, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6736, predictive_accuracy: 0.6766, prior_entropy: 0.9227, recall: 0.6766, relative_absolute_error: 0.9659, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4816, root_relative_squared_error: 1.0188, scimark_benchmark: 1860.4354,

Martijn Post 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7884, f_measure: 0.6236, kappa: 0.1601, kb_relative_information_score: 48.8812, mean_absolute_error: 0.3916, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7162, predictive_accuracy: 0.6984, prior_entropy: 0.9227, recall: 0.6984, relative_absolute_error: 0.8757, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4314, root_relative_squared_error: 0.9126, scimark_benchmark: 1860.4354, usercpu_time_millis: 125, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 109.375,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... Eval_BestFirst_RandomForest(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5225, f_measure: 0.5831, kappa: 0.0753, kb_relative_information_score: 9.1004, mean_absolute_error: 0.4369, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6416, predictive_accuracy: 0.6712, prior_entropy: 0.9227, recall: 0.6712, relative_absolute_error: 0.9771, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4749, root_relative_squared_error: 1.0048, scimark_benchmark: 1860.4354, usercpu_time_millis: 31.25, usercpu_time_millis_training: 31.25,

Martijn Post 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5179, f_measure: 0.5645, kappa: 0.0516, kb_relative_information_score: -34.344, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6602, predictive_accuracy: 0.6712, prior_entropy: 0.9227, recall: 0.6712, relative_absolute_error: 1.0463, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0403, scimark_benchmark: 1860.4354,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5103, f_measure: 0.5588, kappa: 0.0413, kb_relative_information_score: -34.6877, mean_absolute_error: 0.4677, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6467, predictive_accuracy: 0.6685, prior_entropy: 0.9227, recall: 0.6685, relative_absolute_error: 1.046, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4893, root_relative_squared_error: 1.0352, scimark_benchmark: 1860.4354,

Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7876, f_measure: 0.6676, kappa: 0.3728, kb_relative_information_score: 70.9236, mean_absolute_error: 0.3458, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7802, predictive_accuracy: 0.663, prior_entropy: 0.9227, recall: 0.663, relative_absolute_error: 0.7734, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5305, root_relative_squared_error: 1.1223, scimark_benchmark: 1860.4354,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7317, f_measure: 0.6627, kappa: 0.3605, kb_relative_information_score: 58.4377, mean_absolute_error: 0.3597, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7702, predictive_accuracy: 0.6576, prior_entropy: 0.9227, recall: 0.6576, relative_absolute_error: 0.8045, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5442, root_relative_squared_error: 1.1514, scimark_benchmark: 1860.4354, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,

Martijn Post 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6941, f_measure: 0.7314, kappa: 0.3944, kb_relative_information_score: 138.2175, mean_absolute_error: 0.2663, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7298, predictive_accuracy: 0.7337, prior_entropy: 0.9227, recall: 0.7337, relative_absolute_error: 0.5956, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.516, root_relative_squared_error: 1.0918, scimark_benchmark: 1860.4354, usercpu_time_millis: 109.375, usercpu_time_millis_training: 109.375,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5887, f_measure: 0.6374, kappa: 0.181, kb_relative_information_score: 58.6154, mean_absolute_error: 0.3587, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6344, predictive_accuracy: 0.6413, prior_entropy: 0.9227, recall: 0.6413, relative_absolute_error: 0.8022, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5989, root_relative_squared_error: 1.2671, scimark_benchmark: 1860.4354, usercpu_time_millis: 93.75, usercpu_time_millis_training: 93.75,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... al_BestFirst_SMO_PolyKernel(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.534, f_measure: 0.5865, kappa: 0.086, kb_relative_information_score: 89.0515, mean_absolute_error: 0.3234, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6631, predictive_accuracy: 0.6766, prior_entropy: 0.9227, recall: 0.6766, relative_absolute_error: 0.7232, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5687, root_relative_squared_error: 1.2031, scimark_benchmark: 1788.6668, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,

Jan van Rijn 9 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7264, f_measure: 0.7574, kappa: 0.4555, kb_relative_information_score: 159.2886, mean_absolute_error: 0.2418, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7568, predictive_accuracy: 0.7582, prior_entropy: 0.9227, recall: 0.7582, relative_absolute_error: 0.5409, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4918, root_relative_squared_error: 1.0404, scimark_benchmark: 899.0726, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,

William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-J48(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7052, f_measure: 0.5287, kb_relative_information_score: 49.607, mean_absolute_error: 0.3802, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.4396, predictive_accuracy: 0.663, prior_entropy: 0.9227, recall: 0.663, relative_absolute_error: 0.8504, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9135,

William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-IBk5(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6223, f_measure: 0.6085, kappa: 0.2069, kb_relative_information_score: 3.493, mean_absolute_error: 0.4271, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6598, predictive_accuracy: 0.5978, prior_entropy: 0.9227, recall: 0.5978, relative_absolute_error: 0.9553, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5646, root_relative_squared_error: 1.1944,

Jan van Rijn 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.7186, kappa: 0.3673, kb_relative_information_score: 128.0154, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7175, predictive_accuracy: 0.7201, prior_entropy: 0.9227, recall: 0.7201, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4633, root_relative_squared_error: 0.9802, scimark_benchmark: 857.508, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... uteEval_Ranker_RandomForest(2) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, f_measure: 0.6503, kappa: 0.2098, kb_relative_information_score: 66.528, mean_absolute_error: 0.3679, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7182, predictive_accuracy: 0.7092, prior_entropy: 0.9227, recall: 0.7092, relative_absolute_error: 0.8228, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4224, root_relative_squared_error: 0.8937, scimark_benchmark: 1744.8652, usercpu_time_millis: 171.875, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 140.625,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ioAttributeEval_Ranker_JRip(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.827, f_measure: 0.831, kappa: 0.6137, kb_relative_information_score: 179.1273, mean_absolute_error: 0.2413, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.8366, predictive_accuracy: 0.837, prior_entropy: 0.9227, recall: 0.837, relative_absolute_error: 0.5397, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3727, root_relative_squared_error: 0.7885, scimark_benchmark: 1744.8652, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7589, f_measure: 0.6594, kappa: 0.3587, kb_relative_information_score: 72.895, mean_absolute_error: 0.3417, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7729, predictive_accuracy: 0.6549, prior_entropy: 0.9227, recall: 0.6549, relative_absolute_error: 0.7643, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4967, root_relative_squared_error: 1.0509,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.697, f_measure: 0.6383, kappa: 0.1746, kb_relative_information_score: 58.3649, mean_absolute_error: 0.3567, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6332, predictive_accuracy: 0.6495, prior_entropy: 0.9227, recall: 0.6495, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4734, root_relative_squared_error: 1.0015, scimark_benchmark: 1840.6094, usercpu_time_millis: 15.625, usercpu_time_millis_testing: 15.625,

Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_SMO(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7264, f_measure: 0.7574, kappa: 0.4555, kb_relative_information_score: 159.2886, mean_absolute_error: 0.2418, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7568, predictive_accuracy: 0.7582, prior_entropy: 0.9227, recall: 0.7582, relative_absolute_error: 0.5409, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4918, root_relative_squared_error: 1.0404, scimark_benchmark: 1259.3279, usercpu_time_millis: 120, usercpu_time_millis_training: 120,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_SGD(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7001, f_measure: 0.735, kappa: 0.4042, kb_relative_information_score: 140.5587, mean_absolute_error: 0.2636, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7339, predictive_accuracy: 0.7364, prior_entropy: 0.9227, recall: 0.7364, relative_absolute_error: 0.5895, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5134, root_relative_squared_error: 1.0862, scimark_benchmark: 1618.1738, usercpu_time_millis: 62.5, usercpu_time_millis_training: 62.5,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_AdaBoostM1(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.8369, kappa: 0.6302, kb_relative_information_score: 217.19, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.8373, predictive_accuracy: 0.8397, prior_entropy: 0.9227, recall: 0.8397, relative_absolute_error: 0.4073, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3426, root_relative_squared_error: 0.7248, scimark_benchmark: 1744.8652, usercpu_time_millis: 46.875, usercpu_time_millis_training: 46.875,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_IBk(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6657, f_measure: 0.64, kappa: 0.2763, kb_relative_information_score: 48.7972, mean_absolute_error: 0.3704, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6979, predictive_accuracy: 0.6304, prior_entropy: 0.9227, recall: 0.6304, relative_absolute_error: 0.8283, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.6061, root_relative_squared_error: 1.2824, scimark_benchmark: 1744.8652, usercpu_time_millis: 15.625, usercpu_time_millis_testing: 15.625,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_NaiveBayes(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.6787, kappa: 0.391, kb_relative_information_score: 72.4707, mean_absolute_error: 0.3436, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7885, predictive_accuracy: 0.6739, prior_entropy: 0.9227, recall: 0.6739, relative_absolute_error: 0.7684, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.525, root_relative_squared_error: 1.1107, scimark_benchmark: 1744.8652,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ttributeEval_Ranker_REPTree(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.5196, kappa: -0.0856, kb_relative_information_score: -7.5265, mean_absolute_error: 0.445, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.4859, predictive_accuracy: 0.6005, prior_entropy: 0.9227, recall: 0.6005, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5082, root_relative_squared_error: 1.0751, scimark_benchmark: 1744.8652,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... Ranker_MultilayerPerceptron(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7081, f_measure: 0.7241, kappa: 0.3796, kb_relative_information_score: 119.1164, mean_absolute_error: 0.2948, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.723, predictive_accuracy: 0.7255, prior_entropy: 0.9227, recall: 0.7255, relative_absolute_error: 0.6593, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.482, root_relative_squared_error: 1.0198, scimark_benchmark: 1744.8652, usercpu_time_millis: 562.5, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 546.875,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_SGD(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7001, f_measure: 0.735, kappa: 0.4042, kb_relative_information_score: 140.5587, mean_absolute_error: 0.2636, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7339, predictive_accuracy: 0.7364, prior_entropy: 0.9227, recall: 0.7364, relative_absolute_error: 0.5895, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5134, root_relative_squared_error: 1.0862, scimark_benchmark: 1744.8652, usercpu_time_millis: 46.875, usercpu_time_millis_training: 46.875,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... inAttributeEval_Ranker_JRip(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7879, f_measure: 0.8188, kappa: 0.5875, kb_relative_information_score: 168.0688, mean_absolute_error: 0.2539, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.8204, predictive_accuracy: 0.8234, prior_entropy: 0.9227, recall: 0.8234, relative_absolute_error: 0.5678, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3838, root_relative_squared_error: 0.812, scimark_benchmark: 1744.8652, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... tributeEval_Ranker_Logistic(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.7186, kappa: 0.3673, kb_relative_information_score: 128.0154, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7175, predictive_accuracy: 0.7201, prior_entropy: 0.9227, recall: 0.7201, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4633, root_relative_squared_error: 0.9802, scimark_benchmark: 1744.8652, usercpu_time_millis: 78.125, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 62.5,

Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_NaiveBayes(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.6787, kappa: 0.391, kb_relative_information_score: 72.4707, mean_absolute_error: 0.3436, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7885, predictive_accuracy: 0.6739, prior_entropy: 0.9227, recall: 0.6739, relative_absolute_error: 0.7684, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.525, root_relative_squared_error: 1.1107, scimark_benchmark: 1296.6135, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_J48(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5189, f_measure: 0.5516, kappa: 0.0256, kb_relative_information_score: 11.7376, mean_absolute_error: 0.4304, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6111, predictive_accuracy: 0.663, prior_entropy: 0.9227, recall: 0.663, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.476, root_relative_squared_error: 1.007, scimark_benchmark: 1744.8652, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_J48(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5189, f_measure: 0.5516, kappa: 0.0256, kb_relative_information_score: 11.7376, mean_absolute_error: 0.4304, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6111, predictive_accuracy: 0.663, prior_entropy: 0.9227, recall: 0.663, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.476, root_relative_squared_error: 1.007, scimark_benchmark: 1744.8652,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... tributeEval_Ranker_Logistic(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.7186, kappa: 0.3673, kb_relative_information_score: 128.0154, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7175, predictive_accuracy: 0.7201, prior_entropy: 0.9227, recall: 0.7201, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4633, root_relative_squared_error: 0.9802, scimark_benchmark: 1744.8652, usercpu_time_millis: 62.5, usercpu_time_millis_training: 62.5,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... bsetEval_BestFirst_Logistic(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6835, f_measure: 0.6711, kappa: 0.2585, kb_relative_information_score: 63.6586, mean_absolute_error: 0.3574, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6689, predictive_accuracy: 0.6739, prior_entropy: 0.9227, recall: 0.6739, relative_absolute_error: 0.7994, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4875, root_relative_squared_error: 1.0313, scimark_benchmark: 1788.6668, usercpu_time_millis: 62.5, usercpu_time_millis_training: 62.5,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... tFirst_MultilayerPerceptron(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6622, f_measure: 0.6507, kappa: 0.2104, kb_relative_information_score: 41.9092, mean_absolute_error: 0.3867, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6476, predictive_accuracy: 0.6549, prior_entropy: 0.9227, recall: 0.6549, relative_absolute_error: 0.8648, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.461, root_relative_squared_error: 0.9754, scimark_benchmark: 1788.6668, usercpu_time_millis: 1390.625, usercpu_time_millis_testing: 62.5, usercpu_time_millis_training: 1328.125,

William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-HoeffdingTree(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5361, f_measure: 0.5265, kappa: 0.0424, kb_relative_information_score: -8.8532, mean_absolute_error: 0.4313, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.5751, predictive_accuracy: 0.5136, prior_entropy: 0.9227, recall: 0.5136, relative_absolute_error: 0.9645, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5386, root_relative_squared_error: 1.1396,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... teEval_Ranker_HoeffdingTree(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7846, f_measure: 0.6656, kappa: 0.3646, kb_relative_information_score: 70.4939, mean_absolute_error: 0.3451, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7713, predictive_accuracy: 0.6603, prior_entropy: 0.9227, recall: 0.6603, relative_absolute_error: 0.7719, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.528, root_relative_squared_error: 1.117, scimark_benchmark: 1744.8652,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_IBk(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6657, f_measure: 0.64, kappa: 0.2763, kb_relative_information_score: 48.7972, mean_absolute_error: 0.3704, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6979, predictive_accuracy: 0.6304, prior_entropy: 0.9227, recall: 0.6304, relative_absolute_error: 0.8283, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.6061, root_relative_squared_error: 1.2824, scimark_benchmark: 1744.8652, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 31.25,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... fsSubsetEval_BestFirst_JRip(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.565, f_measure: 0.6139, kappa: 0.1143, kb_relative_information_score: 9.5275, mean_absolute_error: 0.4349, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6194, predictive_accuracy: 0.6576, prior_entropy: 0.9227, recall: 0.6576, relative_absolute_error: 0.9726, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4698, root_relative_squared_error: 0.9939, scimark_benchmark: 1788.6668,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... st_AdaBoostM1_DecisionStump(3) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7077, f_measure: 0.6089, kappa: 0.1002, kb_relative_information_score: 61.0364, mean_absolute_error: 0.3585, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.604, predictive_accuracy: 0.6386, prior_entropy: 0.9227, recall: 0.6386, relative_absolute_error: 0.8019, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4259, root_relative_squared_error: 0.901, scimark_benchmark: 1788.6668, usercpu_time_millis: 31.25, usercpu_time_millis_training: 31.25,

Martijn Post 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5938, f_measure: 0.6208, kappa: 0.139, kb_relative_information_score: 32.2295, mean_absolute_error: 0.4066, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6526, predictive_accuracy: 0.6793, prior_entropy: 0.9227, recall: 0.6793, relative_absolute_error: 0.9094, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4788, root_relative_squared_error: 1.0131, scimark_benchmark: 1788.6668, usercpu_time_millis: 2171.875, usercpu_time_millis_testing: 156.25, usercpu_time_millis_training: 2015.625,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... Ranker_MultilayerPerceptron(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, f_measure: 0.7162, kappa: 0.3625, kb_relative_information_score: 111.0358, mean_absolute_error: 0.3043, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7152, predictive_accuracy: 0.7174, prior_entropy: 0.9227, recall: 0.7174, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4922, root_relative_squared_error: 1.0412, scimark_benchmark: 1744.8652, usercpu_time_millis: 546.875, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 531.25,

William Raynaut 7 years ago
ran flow weka.kf.JRip(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8153, f_measure: 0.8263, kappa: 0.6067, kb_relative_information_score: 173.6303, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.8261, predictive_accuracy: 0.8288, prior_entropy: 0.9227, recall: 0.8288, relative_absolute_error: 0.5528, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3744, root_relative_squared_error: 0.792,

Martijn Post 9 years ago
ran flow weka.AdaBoostM1_DecisionStump(14) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.8314, kappa: 0.6177, kb_relative_information_score: 214.6029, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.8316, predictive_accuracy: 0.8342, prior_entropy: 0.9227, recall: 0.8342, relative_absolute_error: 0.4153, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.7231, scimark_benchmark: 1788.6668, usercpu_time_millis: 62.5, usercpu_time_millis_training: 62.5,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... teEval_Ranker_HoeffdingTree(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7846, f_measure: 0.6656, kappa: 0.3646, kb_relative_information_score: 70.4939, mean_absolute_error: 0.3451, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7713, predictive_accuracy: 0.6603, prior_entropy: 0.9227, recall: 0.6603, relative_absolute_error: 0.7719, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.528, root_relative_squared_error: 1.117, scimark_benchmark: 1744.8652,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_AdaBoostM1(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.8369, kappa: 0.6302, kb_relative_information_score: 217.19, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.8373, predictive_accuracy: 0.8397, prior_entropy: 0.9227, recall: 0.8397, relative_absolute_error: 0.4073, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3426, root_relative_squared_error: 0.7248, scimark_benchmark: 1744.8652, usercpu_time_millis: 62.5, usercpu_time_millis_training: 62.5,

William Raynaut 7 years ago
ran flow weka.kf.HoeffdingTree(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5179, f_measure: 0.5645, kappa: 0.0516, kb_relative_information_score: -34.344, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6602, predictive_accuracy: 0.6712, prior_entropy: 0.9227, recall: 0.6712, relative_absolute_error: 1.0463, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0403,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-HoeffdingTree(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5313, f_measure: 0.5864, kappa: 0.0923, kb_relative_information_score: -23.6566, mean_absolute_error: 0.4617, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6979, predictive_accuracy: 0.6821, prior_entropy: 0.9227, recall: 0.6821, relative_absolute_error: 1.0327, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4799, root_relative_squared_error: 1.0153,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-JRip(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.8319, kappa: 0.6144, kb_relative_information_score: 191.9848, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.8429, predictive_accuracy: 0.8397, prior_entropy: 0.9227, recall: 0.8397, relative_absolute_error: 0.4977, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.7289,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_SMO(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7264, f_measure: 0.7574, kappa: 0.4555, kb_relative_information_score: 159.2886, mean_absolute_error: 0.2418, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7568, predictive_accuracy: 0.7582, prior_entropy: 0.9227, recall: 0.7582, relative_absolute_error: 0.5409, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4918, root_relative_squared_error: 1.0404, scimark_benchmark: 1744.8652, usercpu_time_millis: 46.875, usercpu_time_millis_training: 46.875,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ttributeEval_Ranker_REPTree(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.5196, kappa: -0.0856, kb_relative_information_score: -7.5265, mean_absolute_error: 0.445, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.4859, predictive_accuracy: 0.6005, prior_entropy: 0.9227, recall: 0.6005, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5082, root_relative_squared_error: 1.0751, scimark_benchmark: 1744.8652,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... uteEval_Ranker_RandomForest(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, f_measure: 0.6468, kappa: 0.1942, kb_relative_information_score: 68.062, mean_absolute_error: 0.3659, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.6799, predictive_accuracy: 0.6957, prior_entropy: 0.9227, recall: 0.6957, relative_absolute_error: 0.8183, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4217, root_relative_squared_error: 0.8922, scimark_benchmark: 1744.8652, usercpu_time_millis: 234.375, usercpu_time_millis_testing: 78.125, usercpu_time_millis_training: 156.25,

Jan van Rijn 10 years ago
ran flow RandomRules(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2104, mean_absolute_error: 0.337, mean_prior_absolute_error: 0.4471, number_of_instances: 368, predictive_accuracy: 0.663, prior_entropy: 0.9219, recall: 0.663, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5805, root_relative_squared_error: 1.2281,

Fares Gaaloul 5 years ago
ran flow sklearn.pipeline.Pipeline(Impu ... est.RandomForestClassifier)(2) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8072, kappa: 0.5584, kb_relative_information_score: 0.4137, mean_absolute_error: 0.2722, mean_prior_absolute_error: 0.4471, weighted_recall: 0.8152, number_of_instances: 368, precision: 0.814, predictive_accuracy: 0.8152, prior_entropy: 0.9219, relative_absolute_error: 0.6088, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3568, root_relative_squared_error: 0.7548, unweighted_recall: 0.7615,

Fares Gaaloul 5 years ago
ran flow sklearn.pipeline.Pipeline(impu ... ree.DecisionTreeClassifier)(8) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7649, f_measure: 0.7906, kappa: 0.5308, kb_relative_information_score: 0.5097, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.4471, weighted_recall: 0.7908, number_of_instances: 368, precision: 0.7904, predictive_accuracy: 0.7908, prior_entropy: 0.9219, relative_absolute_error: 0.468, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4574, root_relative_squared_error: 0.9677, unweighted_recall: 0.7649,

Jan van Rijn 10 years ago
ran flow RandomRules(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2104, mean_absolute_error: 0.337, mean_prior_absolute_error: 0.4471, number_of_instances: 368, predictive_accuracy: 0.663, prior_entropy: 0.9219, recall: 0.663, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.5805, root_relative_squared_error: 1.2281,

William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8281, f_measure: 0.7403, kappa: 0.4478, kb_relative_information_score: 125.5911, mean_absolute_error: 0.2824, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.764, predictive_accuracy: 0.7337, prior_entropy: 0.9227, recall: 0.7337, relative_absolute_error: 0.6315, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.446, root_relative_squared_error: 0.9435,

William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4855, f_measure: 0.5287, kb_relative_information_score: 0.1583, mean_absolute_error: 0.4469, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.4396, predictive_accuracy: 0.663, prior_entropy: 0.9227, recall: 0.663, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4727, root_relative_squared_error: 1.0001,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8185, f_measure: 0.7748, kappa: 0.4825, kb_relative_information_score: 128.0332, mean_absolute_error: 0.2907, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7869, predictive_accuracy: 0.788, prior_entropy: 0.9227, recall: 0.788, relative_absolute_error: 0.6501, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3914, root_relative_squared_error: 0.8281,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6739, f_measure: 0.7814, kappa: 0.4972, kb_relative_information_score: 122.722, mean_absolute_error: 0.3135, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.8193, predictive_accuracy: 0.8016, prior_entropy: 0.9227, recall: 0.8016, relative_absolute_error: 0.7012, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.8415,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.838, f_measure: 0.823, kappa: 0.594, kb_relative_information_score: 183.0758, mean_absolute_error: 0.2284, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.8342, predictive_accuracy: 0.8315, prior_entropy: 0.9227, recall: 0.8315, relative_absolute_error: 0.5108, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.3667, root_relative_squared_error: 0.7758,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... r=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, f_measure: 0.7416, kappa: 0.4057, kb_relative_information_score: 92.794, mean_absolute_error: 0.3423, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7524, predictive_accuracy: 0.7582, prior_entropy: 0.9227, recall: 0.7582, relative_absolute_error: 0.7655, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8536,

Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... arn.svm.classes.LinearSVC))(1) on task Supervised Classification on data set colic

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7124, f_measure: 0.7497, kappa: 0.4342, kb_relative_information_score: 154.6062, mean_absolute_error: 0.2473, mean_prior_absolute_error: 0.4471, number_of_instances: 368, precision: 0.7481, predictive_accuracy: 0.7527, prior_entropy: 0.9227, recall: 0.7527, relative_absolute_error: 0.5531, root_mean_prior_squared_error: 0.4727, root_mean_squared_error: 0.4973, root_relative_squared_error: 1.0521,

Rafael Gomes Mantovani 8 years ago
ran flow mlr.classif.J48.imputed.preproc(1) on task Supervised Classification on data set colic