Run
ID's
Sort: best match
98 results
Filter results by:
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, build_cpu_time: 875.0843, build_memory: 175847724.32, f_measure: 0.9269, kappa: 0.917, kb_relative_information_score: 6174.9047, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9327, predictive_accuracy: 0.9287, prior_entropy: 3.0415, recall: 0.9287, relative_absolute_error: 0.1519, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.3669, scimark_benchmark: 908.5438,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9152, kappa: 0.9019, kb_relative_information_score: 6207.6553, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9153, predictive_accuracy: 0.9158, prior_entropy: 3.0415, recall: 0.9158, relative_absolute_error: 0.0977, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1271, root_relative_squared_error: 0.4334, scimark_benchmark: 908.2231, usercpu_time_millis: 8657220, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 8657210,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9297, kappa: 0.9185, kb_relative_information_score: 6324.0452, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9297, predictive_accuracy: 0.93, prior_entropy: 3.0415, recall: 0.93, relative_absolute_error: 0.0819, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.3948, scimark_benchmark: 1342.6911, usercpu_time_millis: 7980680, usercpu_time_millis_training: 7980680,
Joaquin Vanschoren 10 years ago
ran flow weka.LMT(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9418, kappa: 0.9336, kb_relative_information_score: 6408.93, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.942, predictive_accuracy: 0.943, prior_entropy: 3.0415, recall: 0.943, relative_absolute_error: 0.071, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.336, scimark_benchmark: 1247.7354, usercpu_time_millis: 1170170, usercpu_time_millis_testing: 1730, usercpu_time_millis_training: 1168440,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 1332.9478, usercpu_time_millis: 8940, usercpu_time_millis_testing: 400, usercpu_time_millis_training: 8540,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 1335.2357, usercpu_time_millis: 8420, usercpu_time_millis_testing: 420, usercpu_time_millis_training: 8000,
Joaquin Vanschoren 10 years ago
ran flow weka.FT(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9145, kappa: 0.9036, kb_relative_information_score: 6133.8783, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.914, predictive_accuracy: 0.9174, prior_entropy: 3.0415, recall: 0.9174, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.4029, scimark_benchmark: 1322.0065, usercpu_time_millis: 840580, usercpu_time_millis_testing: 157620, usercpu_time_millis_training: 682960,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 901.8743, usercpu_time_millis: 12290, usercpu_time_millis_testing: 460, usercpu_time_millis_training: 11830,
Joaquin Vanschoren 9 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8512, kappa: 0.8261, kb_relative_information_score: 5512.8014, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8581, predictive_accuracy: 0.8501, prior_entropy: 3.0415, recall: 0.8501, relative_absolute_error: 0.2565, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.4929, scimark_benchmark: 931.4089,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 940.0055, usercpu_time_millis: 3370, usercpu_time_millis_training: 3370,
Joaquin Vanschoren 10 years ago
ran flow weka.END_ND_J48(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9411, kappa: 0.9324, kb_relative_information_score: 6000.8984, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9419, predictive_accuracy: 0.9419, prior_entropy: 3.0415, recall: 0.9419, relative_absolute_error: 0.2108, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.3729, scimark_benchmark: 929.0296, usercpu_time_millis: 395380, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 395260,
Joaquin Vanschoren 10 years ago
ran flow weka.Grading_ZeroR(2) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0873, kb_relative_information_score: 811.7138, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.0538, predictive_accuracy: 0.2319, prior_entropy: 3.0415, recall: 0.2319, relative_absolute_error: 0.8929, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.3919, root_relative_squared_error: 1.3368, scimark_benchmark: 938.3115, usercpu_time_millis: 620, usercpu_time_millis_testing: 400, usercpu_time_millis_training: 220,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 941.9549, usercpu_time_millis: 3680, usercpu_time_millis_training: 3680,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 938.3115, usercpu_time_millis: 3520, usercpu_time_millis_training: 3520,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 938.3115, usercpu_time_millis: 3510, usercpu_time_millis_training: 3510,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8512, kappa: 0.8261, kb_relative_information_score: 5512.8014, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8581, predictive_accuracy: 0.8501, prior_entropy: 3.0415, recall: 0.8501, relative_absolute_error: 0.2565, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.4929, scimark_benchmark: 935.2002, usercpu_time_millis: 192140, usercpu_time_millis_training: 192140,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 936.1714, usercpu_time_millis: 3310, usercpu_time_millis_training: 3310,
Joaquin Vanschoren 10 years ago
ran flow weka.Decorate(2) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.8911, kappa: 0.8792, kb_relative_information_score: 5521.6367, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8949, predictive_accuracy: 0.8967, prior_entropy: 3.0415, recall: 0.8967, relative_absolute_error: 0.3033, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1372, root_relative_squared_error: 0.4679, scimark_benchmark: 936.7286, usercpu_time_millis: 5225100, usercpu_time_millis_testing: 400, usercpu_time_millis_training: 5224700,
Joaquin Vanschoren 10 years ago
ran flow weka.RacedIncrementalLogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4854, f_measure: 0.0873, kb_relative_information_score: 6.9628, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.0538, predictive_accuracy: 0.2319, prior_entropy: 3.0415, recall: 0.2319, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2932, root_relative_squared_error: 1.0001, scimark_benchmark: 936.1714,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 926.4745, usercpu_time_millis: 11220, usercpu_time_millis_testing: 470, usercpu_time_millis_training: 10750,
Joaquin Vanschoren 10 years ago
ran flow weka.Dagging_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.3257, kappa: 0.3022, kb_relative_information_score: 1664.0796, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.29, predictive_accuracy: 0.4346, prior_entropy: 3.0415, recall: 0.4346, relative_absolute_error: 0.8188, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.8679, scimark_benchmark: 933.0918, usercpu_time_millis: 2790, usercpu_time_millis_training: 2790,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9152, kappa: 0.9019, kb_relative_information_score: 6207.6553, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9153, predictive_accuracy: 0.9158, prior_entropy: 3.0415, recall: 0.9158, relative_absolute_error: 0.0977, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1271, root_relative_squared_error: 0.4334, scimark_benchmark: 926.6704, usercpu_time_millis: 10797610, usercpu_time_millis_training: 10797610,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 1317.8359, usercpu_time_millis: 9570, usercpu_time_millis_testing: 410, usercpu_time_millis_training: 9160,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 1340.9446, usercpu_time_millis: 10410, usercpu_time_millis_testing: 360, usercpu_time_millis_training: 10050,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8512, kappa: 0.8261, kb_relative_information_score: 5512.8014, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8581, predictive_accuracy: 0.8501, prior_entropy: 3.0415, recall: 0.8501, relative_absolute_error: 0.2565, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.4929, scimark_benchmark: 919.6941, usercpu_time_millis: 188020, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 188010,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8512, kappa: 0.8261, kb_relative_information_score: 5512.8014, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8581, predictive_accuracy: 0.8501, prior_entropy: 3.0415, recall: 0.8501, relative_absolute_error: 0.2565, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.4929, scimark_benchmark: 1354.4721, usercpu_time_millis: 127040, usercpu_time_millis_training: 127040,
Joaquin Vanschoren 10 years ago
ran flow weka.SMO_RBFKernel(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7647, f_measure: 0.3771, kappa: 0.3284, kb_relative_information_score: 860.1018, mean_absolute_error: 0.1672, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.5542, predictive_accuracy: 0.4617, prior_entropy: 3.0415, recall: 0.4617, relative_absolute_error: 0.9718, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.285, root_relative_squared_error: 0.9722, scimark_benchmark: 1339.3974, usercpu_time_millis: 24080, usercpu_time_millis_testing: 21360, usercpu_time_millis_training: 2720,
Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(12) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 889.3151, usercpu_time_millis: 3410, usercpu_time_millis_training: 3410,
Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(12) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 933.3136, usercpu_time_millis: 3470, usercpu_time_millis_training: 3470,
Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(12) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 933.3136, usercpu_time_millis: 3360, usercpu_time_millis_training: 3360,
Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(12) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 943.1756, usercpu_time_millis: 3420, usercpu_time_millis_training: 3420,
Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(12) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 930.5999, usercpu_time_millis: 3000, usercpu_time_millis_training: 3000,
Jan van Rijn 10 years ago
ran flow weka.OneR(17) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1888.3354, mean_absolute_error: 0.1191, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.6924, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.3452, root_relative_squared_error: 1.1772, scimark_benchmark: 1351.788, usercpu_time_millis: 1640, usercpu_time_millis_training: 1640,
Jan van Rijn 10 years ago
ran flow weka.PART(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.8981, kappa: 0.8827, kb_relative_information_score: 6020.0768, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.899, predictive_accuracy: 0.8991, prior_entropy: 3.0415, recall: 0.8991, relative_absolute_error: 0.13, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4774, scimark_benchmark: 1341.2341, usercpu_time_millis: 47110, usercpu_time_millis_training: 47110,
Joaquin Vanschoren 10 years ago
ran flow weka.SMO_PolyKernel(10) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.8077, kappa: 0.7818, kb_relative_information_score: 1459.5369, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8095, predictive_accuracy: 0.8138, prior_entropy: 3.0415, recall: 0.8138, relative_absolute_error: 0.9427, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2761, root_relative_squared_error: 0.9415, scimark_benchmark: 1287.514, usercpu_time_millis: 2830, usercpu_time_millis_testing: 870, usercpu_time_millis_training: 1960,
Joaquin Vanschoren 10 years ago
ran flow weka.LibLINEAR(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.9432, kappa: 0.9358, kb_relative_information_score: 6397.3424, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9441, predictive_accuracy: 0.9449, prior_entropy: 3.0415, recall: 0.9449, relative_absolute_error: 0.064, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.105, root_relative_squared_error: 0.3579, scimark_benchmark: 942.9518, usercpu_time_millis: 700, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 690,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8273, kappa: 0.8125, kb_relative_information_score: 3811.1721, mean_absolute_error: 0.1109, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.847, predictive_accuracy: 0.8417, prior_entropy: 3.0415, recall: 0.8417, relative_absolute_error: 0.6447, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.692, scimark_benchmark: 1073.494, usercpu_time_millis: 11730, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 11420,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9049, kappa: 0.891, kb_relative_information_score: 5861.9244, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9105, predictive_accuracy: 0.9064, prior_entropy: 3.0415, recall: 0.9064, relative_absolute_error: 0.2231, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1234, root_relative_squared_error: 0.4208, scimark_benchmark: 1307.3269, usercpu_time_millis: 262120, usercpu_time_millis_training: 262120,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9057, kappa: 0.8918, kb_relative_information_score: 5847.3709, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9112, predictive_accuracy: 0.9071, prior_entropy: 3.0415, recall: 0.9071, relative_absolute_error: 0.2229, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4274, scimark_benchmark: 889.3151, usercpu_time_millis: 126440, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 126430,
Joaquin Vanschoren 10 years ago
ran flow weka.SimpleLogistic(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9229, kappa: 0.9129, kb_relative_information_score: 6240.0742, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9228, predictive_accuracy: 0.9254, prior_entropy: 3.0415, recall: 0.9254, relative_absolute_error: 0.1057, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.3763, scimark_benchmark: 885.0921, usercpu_time_millis: 520970, usercpu_time_millis_testing: 2800, usercpu_time_millis_training: 518170,
Joaquin Vanschoren 10 years ago
ran flow weka.SimpleCart(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.8763, kappa: 0.8561, kb_relative_information_score: 5729.2338, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8825, predictive_accuracy: 0.8764, prior_entropy: 3.0415, recall: 0.8764, relative_absolute_error: 0.193, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.502, scimark_benchmark: 1333.1164, usercpu_time_millis: 110760, usercpu_time_millis_training: 110760,
Joaquin Vanschoren 10 years ago
ran flow weka.NNge(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8427, f_measure: 0.7394, kappa: 0.6972, kb_relative_information_score: 4767.6074, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.7833, predictive_accuracy: 0.7468, prior_entropy: 3.0415, recall: 0.7468, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.225, root_relative_squared_error: 0.7675, scimark_benchmark: 1319.6463, usercpu_time_millis: 84280, usercpu_time_millis_testing: 35950, usercpu_time_millis_training: 48330,
Joaquin Vanschoren 10 years ago
ran flow weka.REPTree(9) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9499, f_measure: 0.8578, kappa: 0.8376, kb_relative_information_score: 5574.5681, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8624, predictive_accuracy: 0.8606, prior_entropy: 3.0415, recall: 0.8606, relative_absolute_error: 0.229, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.5167, scimark_benchmark: 1319.6463, usercpu_time_millis: 14370, usercpu_time_millis_training: 14370,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomTree(10) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6968, f_measure: 0.4728, kappa: 0.3894, kb_relative_information_score: 2866.1761, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.4715, predictive_accuracy: 0.4752, prior_entropy: 3.0415, recall: 0.4752, relative_absolute_error: 0.61, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.324, root_relative_squared_error: 1.1049, scimark_benchmark: 825.5282, usercpu_time_millis: 210, usercpu_time_millis_training: 210,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.928, kappa: 0.923, kb_relative_information_score: 5428.4839, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9364, predictive_accuracy: 0.9342, prior_entropy: 3.0415, recall: 0.9342, relative_absolute_error: 0.3532, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.452, scimark_benchmark: 1301.7387, usercpu_time_millis: 264640, usercpu_time_millis_testing: 7570, usercpu_time_millis_training: 257070,
Joaquin Vanschoren 10 years ago
ran flow weka.LibLINEAR(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.9432, kappa: 0.9358, kb_relative_information_score: 6397.3424, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9441, predictive_accuracy: 0.9449, prior_entropy: 3.0415, recall: 0.9449, relative_absolute_error: 0.064, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.105, root_relative_squared_error: 0.3579, scimark_benchmark: 1331.2332, usercpu_time_millis: 170, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 160,
Joaquin Vanschoren 10 years ago
ran flow weka.HoeffdingTree(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.4501, kappa: 0.3791, kb_relative_information_score: 2878.154, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.6986, predictive_accuracy: 0.4458, prior_entropy: 3.0415, recall: 0.4458, relative_absolute_error: 0.6442, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.3329, root_relative_squared_error: 1.1355, scimark_benchmark: 1314.9535, usercpu_time_millis: 45950, usercpu_time_millis_testing: 20120, usercpu_time_millis_training: 25830,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9082, kappa: 0.8942, kb_relative_information_score: 5865.3142, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9135, predictive_accuracy: 0.9091, prior_entropy: 3.0415, recall: 0.9091, relative_absolute_error: 0.2238, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.4176, scimark_benchmark: 1341.4232, usercpu_time_millis: 345560, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 345540,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9744, kappa: 0.9705, kb_relative_information_score: 6680.295, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9746, predictive_accuracy: 0.9746, prior_entropy: 3.0415, recall: 0.9746, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.063, root_relative_squared_error: 0.215, scimark_benchmark: 1262.9237, usercpu_time_millis: 2071540, usercpu_time_millis_training: 2071540,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9075, kappa: 0.8939, kb_relative_information_score: 5866.0947, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9137, predictive_accuracy: 0.9088, prior_entropy: 3.0415, recall: 0.9088, relative_absolute_error: 0.2243, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.4158, scimark_benchmark: 1261.7298, usercpu_time_millis: 1055260, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1055230,
Joaquin Vanschoren 10 years ago
ran flow weka.FURIA(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9273, kappa: 0.9149, kb_relative_information_score: 6230.1678, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9327, predictive_accuracy: 0.9274, prior_entropy: 3.0415, recall: 0.9274, relative_absolute_error: 0.1128, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1045, root_relative_squared_error: 0.3564, scimark_benchmark: 1338.9438, usercpu_time_millis: 292100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 292090,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9771, kappa: 0.9735, kb_relative_information_score: 6685.5183, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9773, predictive_accuracy: 0.9772, prior_entropy: 3.0415, recall: 0.9772, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2157, scimark_benchmark: 1355.2525, usercpu_time_millis: 4431060, usercpu_time_millis_training: 4431060,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8512, kappa: 0.8261, kb_relative_information_score: 5512.8014, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8581, predictive_accuracy: 0.8501, prior_entropy: 3.0415, recall: 0.8501, relative_absolute_error: 0.2565, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.4929, scimark_benchmark: 1320.9026, usercpu_time_millis: 120300, usercpu_time_millis_training: 120300,
Joaquin Vanschoren 10 years ago
ran flow weka.OLM(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5032, f_measure: 0.0683, kappa: 0.0067, kb_relative_information_score: 692.4898, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2926, predictive_accuracy: 0.1907, prior_entropy: 3.0415, recall: 0.1907, relative_absolute_error: 0.9408, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.4023, root_relative_squared_error: 1.3721, scimark_benchmark: 1297.2338, usercpu_time_millis: 30400, usercpu_time_millis_testing: 5580, usercpu_time_millis_training: 24820,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 1151.6869, usercpu_time_millis: 9430, usercpu_time_millis_testing: 380, usercpu_time_millis_training: 9050,
Joaquin Vanschoren 10 years ago
ran flow weka.LWL_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1601.9117, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7965, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.8929, scimark_benchmark: 1355.2525, usercpu_time_millis: 2225350, usercpu_time_millis_testing: 2225350,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9771, kappa: 0.9735, kb_relative_information_score: 6685.5183, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9773, predictive_accuracy: 0.9772, prior_entropy: 3.0415, recall: 0.9772, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2157, scimark_benchmark: 1334.6745, usercpu_time_millis: 2932510, usercpu_time_millis_training: 2932510,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9297, kappa: 0.9185, kb_relative_information_score: 6324.0452, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9297, predictive_accuracy: 0.93, prior_entropy: 3.0415, recall: 0.93, relative_absolute_error: 0.0819, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.3948, scimark_benchmark: 854.6529, usercpu_time_millis: 8265140, usercpu_time_millis_training: 8265140,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9079, kappa: 0.8947, kb_relative_information_score: 5865.9781, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9149, predictive_accuracy: 0.9096, prior_entropy: 3.0415, recall: 0.9096, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.4157, scimark_benchmark: 1334.6745, usercpu_time_millis: 2092130, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 2092060,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8512, kappa: 0.8261, kb_relative_information_score: 5512.8014, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8581, predictive_accuracy: 0.8501, prior_entropy: 3.0415, recall: 0.8501, relative_absolute_error: 0.2565, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.4929, scimark_benchmark: 1350.073, usercpu_time_millis: 174940, usercpu_time_millis_training: 174940,
Joaquin Vanschoren 10 years ago
ran flow weka.BFTree(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8788, kappa: 0.8604, kb_relative_information_score: 5798.4216, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8817, predictive_accuracy: 0.8803, prior_entropy: 3.0415, recall: 0.8803, relative_absolute_error: 0.1737, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.4997, scimark_benchmark: 1371.9645, usercpu_time_millis: 100650, usercpu_time_millis_training: 100650,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9283, kappa: 0.925, kb_relative_information_score: 5434.9544, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9391, predictive_accuracy: 0.9359, prior_entropy: 3.0415, recall: 0.9359, relative_absolute_error: 0.3537, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1315, root_relative_squared_error: 0.4486, scimark_benchmark: 1314.7093, usercpu_time_millis: 568810, usercpu_time_millis_testing: 14030, usercpu_time_millis_training: 554780,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9292, kappa: 0.9261, kb_relative_information_score: 5440.188, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9401, predictive_accuracy: 0.9368, prior_entropy: 3.0415, recall: 0.9368, relative_absolute_error: 0.3528, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.447, scimark_benchmark: 1345.3152, usercpu_time_millis: 1104310, usercpu_time_millis_testing: 28390, usercpu_time_millis_training: 1075920,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9771, kappa: 0.9735, kb_relative_information_score: 6685.5183, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9773, predictive_accuracy: 0.9772, prior_entropy: 3.0415, recall: 0.9772, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2157, scimark_benchmark: 1313.2657, usercpu_time_millis: 4169730, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4169720,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, build_cpu_time: 429.0593, build_memory: 1761841951.76, f_measure: 0.9259, kappa: 0.916, kb_relative_information_score: 6169.2166, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9314, predictive_accuracy: 0.9278, prior_entropy: 3.0415, recall: 0.9278, relative_absolute_error: 0.1523, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.3707, scimark_benchmark: 898.5281,
Joaquin Vanschoren 10 years ago
ran flow weka.IBk(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.653, f_measure: 0.3991, kappa: 0.3115, kb_relative_information_score: 2451.5863, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.4857, predictive_accuracy: 0.4217, prior_entropy: 3.0415, recall: 0.4217, relative_absolute_error: 0.6781, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.3374, root_relative_squared_error: 1.1508, scimark_benchmark: 1331.5882, usercpu_time_millis: 2840, usercpu_time_millis_testing: 2840,
Joaquin Vanschoren 10 years ago
ran flow weka.DecisionTable_BestFirst(5) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.7848, kappa: 0.7562, kb_relative_information_score: 3627.7342, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8046, predictive_accuracy: 0.7932, prior_entropy: 3.0415, recall: 0.7932, relative_absolute_error: 0.6239, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.207, root_relative_squared_error: 0.7061, scimark_benchmark: 1325.0605, usercpu_time_millis: 390850, usercpu_time_millis_testing: 340, usercpu_time_millis_training: 390510,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9111, kappa: 0.9043, kb_relative_information_score: 5392.0191, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9207, predictive_accuracy: 0.9183, prior_entropy: 3.0415, recall: 0.9183, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.137, root_relative_squared_error: 0.4672, scimark_benchmark: 1059.8591, usercpu_time_millis: 52700, usercpu_time_millis_testing: 1810, usercpu_time_millis_training: 50890,
Joaquin Vanschoren 10 years ago
ran flow weka.DecisionStump(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1586.3545, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8938, scimark_benchmark: 1371.9645, usercpu_time_millis: 3010, usercpu_time_millis_training: 3010,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 1340.1351, usercpu_time_millis: 8690, usercpu_time_millis_testing: 390, usercpu_time_millis_training: 8300,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8257, f_measure: 0.7144, kappa: 0.6712, kb_relative_information_score: 4516.834, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.7996, predictive_accuracy: 0.7294, prior_entropy: 3.0415, recall: 0.7294, relative_absolute_error: 0.3145, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.7934, scimark_benchmark: 1260.7985, usercpu_time_millis: 10110, usercpu_time_millis_testing: 4770, usercpu_time_millis_training: 5340,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9748, kappa: 0.9708, kb_relative_information_score: 6666.4958, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.975, predictive_accuracy: 0.9749, prior_entropy: 3.0415, recall: 0.9749, relative_absolute_error: 0.0371, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.0626, root_relative_squared_error: 0.2135, scimark_benchmark: 1404.1865, usercpu_time_millis: 940480, usercpu_time_millis_training: 940480,
Jan van Rijn 10 years ago
ran flow weka.VFI(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.609, kappa: 0.5131, kb_relative_information_score: 2499.5486, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.6852, predictive_accuracy: 0.57, prior_entropy: 3.0415, recall: 0.57, relative_absolute_error: 0.7224, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.8889, scimark_benchmark: 1339.4189, usercpu_time_millis: 7230, usercpu_time_millis_testing: 4690, usercpu_time_millis_training: 2540,
Joaquin Vanschoren 10 years ago
ran flow weka.JRip(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9212, f_measure: 0.8275, kappa: 0.7968, kb_relative_information_score: 5373.2262, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8326, predictive_accuracy: 0.8259, prior_entropy: 3.0415, recall: 0.8259, relative_absolute_error: 0.2524, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.6076, scimark_benchmark: 938.0414, usercpu_time_millis: 158620, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 158610,
Joaquin Vanschoren 10 years ago
ran flow weka.NaiveBayes(10) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8152, f_measure: 0.6696, kappa: 0.6181, kb_relative_information_score: 4482.3327, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.7562, predictive_accuracy: 0.6658, prior_entropy: 3.0415, recall: 0.6658, relative_absolute_error: 0.3885, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.8806, scimark_benchmark: 918.6005, usercpu_time_millis: 22080, usercpu_time_millis_testing: 19770, usercpu_time_millis_training: 2310,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 932.0242, usercpu_time_millis: 12010, usercpu_time_millis_testing: 480, usercpu_time_millis_training: 11530,
Joaquin Vanschoren 10 years ago
ran flow weka.IB1(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6525, f_measure: 0.3991, kappa: 0.3115, kb_relative_information_score: 2468.3794, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.4857, predictive_accuracy: 0.4217, prior_entropy: 3.0415, recall: 0.4217, relative_absolute_error: 0.6722, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.3401, root_relative_squared_error: 1.1599, scimark_benchmark: 1386.5717, usercpu_time_millis: 470800, usercpu_time_millis_testing: 469940, usercpu_time_millis_training: 860,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9685, kappa: 0.9634, kb_relative_information_score: 6579.8864, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9687, predictive_accuracy: 0.9686, prior_entropy: 3.0415, recall: 0.9686, relative_absolute_error: 0.0613, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.0699, root_relative_squared_error: 0.2383, scimark_benchmark: 1296.8947, usercpu_time_millis: 515660, usercpu_time_millis_training: 515660,
Joaquin Vanschoren 10 years ago
ran flow weka.ConjunctiveRule(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.689, f_measure: 0.2899, kappa: 0.2588, kb_relative_information_score: 1582.8922, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2611, predictive_accuracy: 0.4043, prior_entropy: 3.0415, recall: 0.4043, relative_absolute_error: 0.7985, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8939, scimark_benchmark: 1176.0388, usercpu_time_millis: 4520, usercpu_time_millis_training: 4520,
Joaquin Vanschoren 10 years ago
ran flow weka.HyperPipes(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8085, f_measure: 0.5372, kappa: 0.4379, kb_relative_information_score: 260.3031, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.767, predictive_accuracy: 0.5478, prior_entropy: 3.0415, recall: 0.5478, relative_absolute_error: 1.0452, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2997, root_relative_squared_error: 1.0221, scimark_benchmark: 1316.7714, usercpu_time_millis: 3150, usercpu_time_millis_testing: 2790, usercpu_time_millis_training: 360,
Joaquin Vanschoren 10 years ago
ran flow weka.CHIRP(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8995, kappa: 0.8837, kb_relative_information_score: 6040.3728, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.902, predictive_accuracy: 0.9003, prior_entropy: 3.0415, recall: 0.9003, relative_absolute_error: 0.1159, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1412, root_relative_squared_error: 0.4816, scimark_benchmark: 1270.2428, usercpu_time_millis: 20560, usercpu_time_millis_testing: 470, usercpu_time_millis_training: 20090,
Joaquin Vanschoren 10 years ago
ran flow weka.InputMappedClassifier_ZeroR(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4854, f_measure: 0.0873, kb_relative_information_score: 6.9628, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.0538, predictive_accuracy: 0.2319, prior_entropy: 3.0415, recall: 0.2319, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2932, root_relative_squared_error: 1.0001, scimark_benchmark: 1345.4669, usercpu_time_millis: 2030, usercpu_time_millis_testing: 2030,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 1307.3764, usercpu_time_millis: 9850, usercpu_time_millis_testing: 390, usercpu_time_millis_training: 9460,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.7829, kappa: 0.7568, kb_relative_information_score: 5380.3931, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.7996, predictive_accuracy: 0.7883, prior_entropy: 3.0415, recall: 0.7883, relative_absolute_error: 0.2462, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.6777, scimark_benchmark: 1307.3764, usercpu_time_millis: 23580, usercpu_time_millis_testing: 17710, usercpu_time_millis_training: 5870,
Joaquin Vanschoren 10 years ago
ran flow weka.KStar(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0584, kappa: 0.0002, kb_relative_information_score: 253.772, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.2663, predictive_accuracy: 0.1857, prior_entropy: 3.0415, recall: 0.1857, relative_absolute_error: 1.0461, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0231, scimark_benchmark: 1340.4336, usercpu_time_millis: 4438690, usercpu_time_millis_testing: 4438690,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(8) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4854, f_measure: 0.0873, kb_relative_information_score: 6.9628, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.0538, predictive_accuracy: 0.2319, prior_entropy: 3.0415, recall: 0.2319, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2932, root_relative_squared_error: 1.0001, scimark_benchmark: 1330.0803,
Jan van Rijn 10 years ago
ran flow weka.J48(28) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.9084, kappa: 0.8944, kb_relative_information_score: 6087.7088, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9105, predictive_accuracy: 0.9093, prior_entropy: 3.0415, recall: 0.9093, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.132, root_relative_squared_error: 0.4501, scimark_benchmark: 1345.5871, usercpu_time_millis: 21450, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 21440,
Jan van Rijn 10 years ago
ran flow weka.Ridor(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.8478, kappa: 0.8229, kb_relative_information_score: 5679.863, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8523, predictive_accuracy: 0.8472, prior_entropy: 3.0415, recall: 0.8472, relative_absolute_error: 0.1776, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.5961, scimark_benchmark: 1392.1129, usercpu_time_millis: 429180, usercpu_time_millis_training: 429180,
Joaquin Vanschoren 10 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(3) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.9056, kappa: 0.8915, kb_relative_information_score: 6035.1494, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9055, predictive_accuracy: 0.9068, prior_entropy: 3.0415, recall: 0.9068, relative_absolute_error: 0.1362, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.131, root_relative_squared_error: 0.4467, scimark_benchmark: 1318.1432, usercpu_time_millis: 95260, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 95250,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9239, kappa: 0.9183, kb_relative_information_score: 5418.7167, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9325, predictive_accuracy: 0.9301, prior_entropy: 3.0415, recall: 0.9301, relative_absolute_error: 0.353, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1339, root_relative_squared_error: 0.4568, scimark_benchmark: 1321.527, usercpu_time_millis: 140290, usercpu_time_millis_testing: 3340, usercpu_time_millis_training: 136950,
Joaquin Vanschoren 10 years ago
ran flow weka.IBk(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.351, kappa: 0.2684, kb_relative_information_score: 2358.942, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.5041, predictive_accuracy: 0.3858, prior_entropy: 3.0415, recall: 0.3858, relative_absolute_error: 0.7628, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.292, root_relative_squared_error: 0.9958, scimark_benchmark: 934.4732, usercpu_time_millis: 6220, usercpu_time_millis_testing: 6220,
Joaquin Vanschoren 10 years ago
ran flow weka.IBk(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7021, f_measure: 0.321, kappa: 0.2413, kb_relative_information_score: 2129.091, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.5395, predictive_accuracy: 0.3604, prior_entropy: 3.0415, recall: 0.3604, relative_absolute_error: 0.8065, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2892, root_relative_squared_error: 0.9864, scimark_benchmark: 1372.2145, usercpu_time_millis: 6070, usercpu_time_millis_testing: 6070,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8512, kappa: 0.8261, kb_relative_information_score: 5512.8014, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.8581, predictive_accuracy: 0.8501, prior_entropy: 3.0415, recall: 0.8501, relative_absolute_error: 0.2565, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.4929, scimark_benchmark: 924.3698, usercpu_time_millis: 204350, usercpu_time_millis_training: 204350,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Standardize_NaiveBayes(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, f_measure: 0.6525, kappa: 0.602, kb_relative_information_score: 4388.7586, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.7403, predictive_accuracy: 0.652, prior_entropy: 3.0415, recall: 0.652, relative_absolute_error: 0.4047, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.8987, scimark_benchmark: 889.3151, usercpu_time_millis: 28420, usercpu_time_millis_testing: 21900, usercpu_time_millis_training: 6520,
Joaquin Vanschoren 10 years ago
ran flow weka.ExtraTree(1) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7691, f_measure: 0.5973, kappa: 0.5346, kb_relative_information_score: 3780.9007, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.5949, predictive_accuracy: 0.6013, prior_entropy: 3.0415, recall: 0.6013, relative_absolute_error: 0.4635, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.2824, root_relative_squared_error: 0.9631, scimark_benchmark: 912.5006, usercpu_time_millis: 2260, usercpu_time_millis_training: 2260,
Joaquin Vanschoren 9 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 906.0979,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 6145.5571, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.918, predictive_accuracy: 0.9162, prior_entropy: 3.0415, recall: 0.9162, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4272, scimark_benchmark: 942.2392, usercpu_time_millis: 12550, usercpu_time_millis_testing: 490, usercpu_time_millis_training: 12060,
Joaquin Vanschoren 10 years ago
ran flow weka.RotationForest_PrincipalComponents_J48(14) on task Supervised Classification on data set tr45.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9302, kappa: 0.9203, kb_relative_information_score: 6148.7345, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.172, number_of_instances: 6900, precision: 0.9318, predictive_accuracy: 0.9316, prior_entropy: 3.0415, recall: 0.9316, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.2932, root_mean_squared_error: 0.107, root_relative_squared_error: 0.365, scimark_benchmark: 939.8002, usercpu_time_millis: 1210340, usercpu_time_millis_testing: 545680, usercpu_time_millis_training: 664660,