OpenML

Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_LADTree(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.689, build_memory: 644150912, f_measure: 1, kappa: 1, kb_relative_information_score: 183, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, scimark_benchmark: 908.8705,

Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_LADTree(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 2.291, build_memory: 991143784, f_measure: 1, kappa: 1, kb_relative_information_score: 183, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, scimark_benchmark: 913.3372,

Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_JRip(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.078, build_memory: 923191696, f_measure: 1, kappa: 1, kb_relative_information_score: 181.6941, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0067, root_relative_squared_error: 0.0134, scimark_benchmark: 943.4039,

Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_JRip(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.066, build_memory: 1207155200, f_measure: 1, kappa: 1, kb_relative_information_score: 181.6941, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0067, root_relative_squared_error: 0.0134, scimark_benchmark: 917.4547,

Joaquin Vanschoren 9 years ago
ran flow weka.AdaBoostM1_SMO_PolyKernel(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.471, build_memory: 1388716520, f_measure: 1, kappa: 1, kb_relative_information_score: 182.7694, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0014, root_relative_squared_error: 0.0027, scimark_benchmark: 943.678,

Joaquin Vanschoren 9 years ago
ran flow weka.AdaBoostM1_SMO_PolyKernel(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.806, build_memory: 70671928, f_measure: 1, kappa: 1, kb_relative_information_score: 183, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, scimark_benchmark: 938.8409,

Joaquin Vanschoren 9 years ago
ran flow weka.AdaBoostM1_SMO_PolyKernel(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 1.814, build_memory: 417751632, f_measure: 1, kappa: 1, kb_relative_information_score: 183, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, scimark_benchmark: 936.5273,

Joaquin Vanschoren 9 years ago
ran flow weka.REPTree(9) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8401, f_measure: 0.8126, kappa: 0.6355, kb_relative_information_score: 94.8044, mean_absolute_error: 0.2451, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8665, predictive_accuracy: 0.8197, prior_entropy: 1, recall: 0.8197, relative_absolute_error: 0.4903, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3691, root_relative_squared_error: 0.7381, scimark_benchmark: 1073.494,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_LMT(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 18.326, build_memory: 154064696, f_measure: 0.9836, kappa: 0.9672, kb_relative_information_score: 137.0499, mean_absolute_error: 0.1494, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9841, predictive_accuracy: 0.9836, prior_entropy: 1, recall: 0.9836, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.3892, scimark_benchmark: 935.2997,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.077, build_memory: 1202234288, f_measure: 1, kappa: 1, kb_relative_information_score: 162.2855, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.1947, scimark_benchmark: 907.252,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.171, build_memory: 1393893408, f_measure: 1, kappa: 1, kb_relative_information_score: 164.1465, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.1341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.1766, scimark_benchmark: 931.5665,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_JRip(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 1.921, build_memory: 279030240, f_measure: 1, kappa: 1, kb_relative_information_score: 149.5769, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2303, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.2795, scimark_benchmark: 930.9974,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_OneR(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, build_cpu_time: 0.003, build_memory: 492165904, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 99, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4791, root_relative_squared_error: 0.9581, scimark_benchmark: 785.9104,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_OneR(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, build_cpu_time: 0.003, build_memory: 357793824, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 99, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4791, root_relative_squared_error: 0.9581, scimark_benchmark: 941.6532,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_OneR(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, build_cpu_time: 0.004, build_memory: 762487320, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 99, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4791, root_relative_squared_error: 0.9581, scimark_benchmark: 940.6012,

Joaquin Vanschoren 10 years ago
ran flow weka.RotationForest_PrincipalComponents_J48(3) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.807, build_memory: 1067058480, f_measure: 1, kappa: 1, kb_relative_information_score: 130.107, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.3466, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4175, scimark_benchmark: 941.6532,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_RandomForest(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.553, build_memory: 764833992, f_measure: 0.9726, kappa: 0.9452, kb_relative_information_score: 132.1073, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9741, predictive_accuracy: 0.9727, prior_entropy: 1, recall: 0.9727, relative_absolute_error: 0.3321, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.4069, scimark_benchmark: 921.8458,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_RandomForest(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.42, build_memory: 2144412792, f_measure: 0.9781, kappa: 0.9562, kb_relative_information_score: 131.5993, mean_absolute_error: 0.1672, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.979, predictive_accuracy: 0.9781, prior_entropy: 1, recall: 0.9781, relative_absolute_error: 0.3344, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.4123, scimark_benchmark: 947.2295,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_RandomForest(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.859, build_memory: 1012562432, f_measure: 0.9726, kappa: 0.9452, kb_relative_information_score: 132.1073, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9741, predictive_accuracy: 0.9727, prior_entropy: 1, recall: 0.9727, relative_absolute_error: 0.3321, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.4069, scimark_benchmark: 899.7532,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_RandomForest(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 1.366, build_memory: 1125782096, f_measure: 0.9781, kappa: 0.9562, kb_relative_information_score: 132.1712, mean_absolute_error: 0.1663, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.979, predictive_accuracy: 0.9781, prior_entropy: 1, recall: 0.9781, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4036, scimark_benchmark: 921.6453,

Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_ADTree(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.078, build_memory: 980740264, f_measure: 1, kappa: 1, kb_relative_information_score: 183, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, scimark_benchmark: 845.9233,

Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_ADTree(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.084, build_memory: 1305571400, f_measure: 1, kappa: 1, kb_relative_information_score: 183, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, scimark_benchmark: 939.7104,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_LWL_DecisionStump(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, build_cpu_time: 0.029, build_memory: 944398544, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 68.1085, mean_absolute_error: 0.3254, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.6509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.7926, scimark_benchmark: 1223.0194,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_LWL_DecisionStump(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, build_cpu_time: 0.037, build_memory: 1238733648, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 68.1085, mean_absolute_error: 0.3254, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.6509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.7926, scimark_benchmark: 940.8364,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_LWL_DecisionStump(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, build_cpu_time: 0.011, build_memory: 92917216, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 68.5596, mean_absolute_error: 0.3243, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.6486, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922, scimark_benchmark: 939.0518,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_MultilayerPerceptron(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 196.001, build_memory: 2035981112, f_measure: 1, kappa: 1, kb_relative_information_score: 181.4414, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0067, root_relative_squared_error: 0.0133, scimark_benchmark: 1225.9989,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_MultilayerPerceptron(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 63.169, build_memory: 794612920, f_measure: 1, kappa: 1, kb_relative_information_score: 181.4305, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0067, root_relative_squared_error: 0.0134, scimark_benchmark: 785.9104,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_LWL_DecisionStump(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, build_cpu_time: 0.015, build_memory: 152337824, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 68.045, mean_absolute_error: 0.3256, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.7926, scimark_benchmark: 928.9619,

Joaquin Vanschoren 10 years ago
ran flow weka.RealAdaBoost_RandomTree(1) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, build_cpu_time: 0.008, build_memory: 981087584, f_measure: 0.9561, kappa: 0.9123, kb_relative_information_score: 165.9991, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9597, predictive_accuracy: 0.9563, prior_entropy: 1, recall: 0.9563, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.4245, scimark_benchmark: 927.7693,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_OneR(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, build_cpu_time: 0.006, build_memory: 516608896, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 99, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4791, root_relative_squared_error: 0.9581, scimark_benchmark: 941.6532,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_OneR(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, build_cpu_time: 0.006, build_memory: 178025384, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 99, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4791, root_relative_squared_error: 0.9581, scimark_benchmark: 932.7461,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_OneR(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, build_cpu_time: 0.006, build_memory: 230499344, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 99, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4791, root_relative_squared_error: 0.9581, scimark_benchmark: 940.6012,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.017, build_memory: 2108507784, f_measure: 1, kappa: 1, kb_relative_information_score: 153.7688, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.1984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.2753, scimark_benchmark: 896.6195,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_RandomTree(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.039, build_memory: 1417347440, f_measure: 0.9781, kappa: 0.9562, kb_relative_information_score: 144.5742, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.979, predictive_accuracy: 0.9781, prior_entropy: 1, recall: 0.9781, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.3318, scimark_benchmark: 929.0404,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_RandomTree(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.035, build_memory: 126122944, f_measure: 0.9781, kappa: 0.9562, kb_relative_information_score: 144.5742, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.979, predictive_accuracy: 0.9781, prior_entropy: 1, recall: 0.9781, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.3318, scimark_benchmark: 946.5543,

Joaquin Vanschoren 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(3) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7536, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 66.7196, mean_absolute_error: 0.3289, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.6577, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4001, root_relative_squared_error: 0.8002, scimark_benchmark: 882.7843,

Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 151.9949, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.3013, scimark_benchmark: 1331.6907,

Joaquin Vanschoren 9 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7388, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 66.5743, mean_absolute_error: 0.3294, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.6588, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8054, scimark_benchmark: 882.7843,

Joaquin Vanschoren 9 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7443, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 66.8214, mean_absolute_error: 0.3286, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.6572, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.805, scimark_benchmark: 942.6843, usercpu_time_millis: 20, usercpu_time_millis_training: 20,

Joaquin Vanschoren 9 years ago
ran flow weka.FURIA(1) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 178.3348, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.1574, scimark_benchmark: 1366.0221, usercpu_time_millis: 70, usercpu_time_millis_training: 70,

Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8307, kappa: 0.6689, kb_relative_information_score: 114.4827, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8757, predictive_accuracy: 0.8361, prior_entropy: 1, recall: 0.8361, relative_absolute_error: 0.3857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2945, root_relative_squared_error: 0.589, scimark_benchmark: 885.0921, usercpu_time_millis: 10, usercpu_time_millis_training: 10,

Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8307, kappa: 0.6689, kb_relative_information_score: 114.4827, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8757, predictive_accuracy: 0.8361, prior_entropy: 1, recall: 0.8361, relative_absolute_error: 0.3857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2945, root_relative_squared_error: 0.589, scimark_benchmark: 887.6719, usercpu_time_millis: 10, usercpu_time_millis_training: 10,

Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 55.69, mean_absolute_error: 0.3786, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.7572, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.7704, scimark_benchmark: 1321.527, usercpu_time_millis: 20, usercpu_time_millis_training: 20,

Joaquin Vanschoren 9 years ago
ran flow weka.Id3(3) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9726, kappa: 0.9452, kb_relative_information_score: 173, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9741, predictive_accuracy: 0.9727, prior_entropy: 1, recall: 0.9727, relative_absolute_error: 0.0546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.3306, scimark_benchmark: 1324.8395,

Jan van Rijn 9 years ago
ran flow weka.HoeffdingTree(3) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7406, f_measure: 0.7382, kappa: 0.4917, kb_relative_information_score: 61.9706, mean_absolute_error: 0.3405, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.7864, predictive_accuracy: 0.7486, prior_entropy: 1, recall: 0.7486, relative_absolute_error: 0.681, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4227, root_relative_squared_error: 0.8453, scimark_benchmark: 1363.434, usercpu_time_millis: 10, usercpu_time_millis_training: 10,

Joaquin Vanschoren 9 years ago
ran flow weka.IBk(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9781, kappa: 0.9562, kb_relative_information_score: 104.4945, mean_absolute_error: 0.2471, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.979, predictive_accuracy: 0.9781, prior_entropy: 1, recall: 0.9781, relative_absolute_error: 0.4943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.5528, scimark_benchmark: 916.6405, usercpu_time_millis: 50, usercpu_time_millis_testing: 50,

Joaquin Vanschoren 9 years ago
ran flow weka.NaiveBayes(10) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7505, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 65.4305, mean_absolute_error: 0.3329, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.6659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8052, scimark_benchmark: 922.1419,

Joaquin Vanschoren 9 years ago
ran flow weka.RBFClassifier(3) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.889, kappa: 0.7799, kb_relative_information_score: 73.2756, mean_absolute_error: 0.3213, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9099, predictive_accuracy: 0.8907, prior_entropy: 1, recall: 0.8907, relative_absolute_error: 0.6427, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3711, root_relative_squared_error: 0.7423, scimark_benchmark: 1352.1951, usercpu_time_millis: 20, usercpu_time_millis_training: 20,

Joaquin Vanschoren 9 years ago
ran flow weka.DecisionTable_BestFirst(5) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 157.1976, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.186, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.1883, scimark_benchmark: 1329.0992, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,

Jan van Rijn 9 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7437, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 66.822, mean_absolute_error: 0.3286, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.6572, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.805, scimark_benchmark: 1028.5889, usercpu_time_millis: 10, usercpu_time_millis_training: 10,

Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 68.3156, mean_absolute_error: 0.3487, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.6975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3555, root_relative_squared_error: 0.7109, scimark_benchmark: 932.0242, usercpu_time_millis: 10, usercpu_time_millis_training: 10,

Joaquin Vanschoren 9 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 183, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, scimark_benchmark: 1319.9329,

Joaquin Vanschoren 9 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 146.4764, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.3159, scimark_benchmark: 942.9708, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,

Joaquin Vanschoren 9 years ago
ran flow weka.InputMappedClassifier_ZeroR(1) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3183, kb_relative_information_score: -0.0955, mean_absolute_error: 0.5002, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.2365, predictive_accuracy: 0.4863, prior_entropy: 1, recall: 0.4863, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0005, scimark_benchmark: 926.6704,

Joaquin Vanschoren 9 years ago
ran flow weka.HyperPipes(1) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 5.9, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.9767, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4887, root_relative_squared_error: 0.9775, scimark_benchmark: 932.0242,

Joaquin Vanschoren 9 years ago
ran flow weka.FT(1) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9836, kappa: 0.9672, kb_relative_information_score: 176.9199, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9841, predictive_accuracy: 0.9836, prior_entropy: 1, recall: 0.9836, relative_absolute_error: 0.0334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.128, root_relative_squared_error: 0.2561, scimark_benchmark: 1324.8395, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,

Joaquin Vanschoren 9 years ago
ran flow weka.VFI(1) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 50.9344, mean_absolute_error: 0.3639, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.7279, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4228, root_relative_squared_error: 0.8456, scimark_benchmark: 929.0363, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,

Joaquin Vanschoren 9 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 183, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, scimark_benchmark: 906.0979,

Joaquin Vanschoren 9 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 146.4764, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.3159, scimark_benchmark: 947.1781, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,

Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.889, kappa: 0.7799, kb_relative_information_score: 94.9175, mean_absolute_error: 0.2623, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9099, predictive_accuracy: 0.8907, prior_entropy: 1, recall: 0.8907, relative_absolute_error: 0.5247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3184, root_relative_squared_error: 0.6368, scimark_benchmark: 974.2014,

Joaquin Vanschoren 9 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 155.3798, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.1943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1154, root_relative_squared_error: 0.2308, scimark_benchmark: 936.3373, usercpu_time_millis: 40, usercpu_time_millis_training: 40,

Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 151.9949, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.2065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.3013, scimark_benchmark: 941.6675, usercpu_time_millis: 10, usercpu_time_millis_training: 10,

Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.889, kappa: 0.7799, kb_relative_information_score: 94.9175, mean_absolute_error: 0.2623, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9099, predictive_accuracy: 0.8907, prior_entropy: 1, recall: 0.8907, relative_absolute_error: 0.5247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3184, root_relative_squared_error: 0.6368, scimark_benchmark: 938.191,

Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.889, kappa: 0.7799, kb_relative_information_score: 94.9175, mean_absolute_error: 0.2623, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9099, predictive_accuracy: 0.8907, prior_entropy: 1, recall: 0.8907, relative_absolute_error: 0.5247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3184, root_relative_squared_error: 0.6368, scimark_benchmark: 903.2737,

Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.889, kappa: 0.7799, kb_relative_information_score: 94.9175, mean_absolute_error: 0.2623, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.9099, predictive_accuracy: 0.8907, prior_entropy: 1, recall: 0.8907, relative_absolute_error: 0.5247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3184, root_relative_squared_error: 0.6368, scimark_benchmark: 930.404, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,

Joaquin Vanschoren 9 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set monks-problems-1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.756, kappa: 0.5348, kb_relative_information_score: 99, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.5, number_of_instances: 183, precision: 0.8414, predictive_accuracy: 0.7705, prior_entropy: 1, recall: 0.7705, relative_absolute_error: 0.459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4791, root_relative_squared_error: 0.9581, scimark_benchmark: 908.9569, usercpu_time_millis: 140, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 80,

estimation_procedure	33% Holdout set
evaluation_measures	predictive_accuracy
source_data	monks-problems-1 (1)
target_feature	class

evaluations	A list of user-defined evaluations of the task as key-value pairs.	KeyValue (optional)
model	A file containing the model built on all the input data.	File (optional)
predictions	The desired output format	Predictions (optional)

Supervised Classification on monks-problems-1

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Supervised Classification on monks-problems-1

366 Runs

Filter results by:

Timeline

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How to submit runs