OpenML

Andreas Mueller 7 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(16) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, kappa: 0.6495, kb_relative_information_score: 3057.2392, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.7885, prior_entropy: 1.7151, recall: 0.7885, relative_absolute_error: 0.4638, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.6811,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8913, kappa: 0.8368, kb_relative_information_score: 4272.754, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8957, predictive_accuracy: 0.8904, prior_entropy: 1.7151, recall: 0.8904, relative_absolute_error: 0.2833, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.213, root_relative_squared_error: 0.5234,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6521, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0333,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9618, kappa: 0.9424, kb_relative_information_score: 5128.8477, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9618, predictive_accuracy: 0.9619, prior_entropy: 1.7151, recall: 0.9619, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.2838,

Random Bot 9 years ago
ran flow classif.gbm(7) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9993, kappa: 0.9989, kb_relative_information_score: 5444.8216, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 1.7151, recall: 0.9993, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0191, root_relative_squared_error: 0.047,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6521, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0333,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.7101, kappa: 0.6347, kb_relative_information_score: 1796.8069, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.6593, predictive_accuracy: 0.7725, prior_entropy: 1.7151, recall: 0.7725, relative_absolute_error: 0.818, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.8445,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9853, kappa: 0.9779, kb_relative_information_score: 5317.9552, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9853, predictive_accuracy: 0.9853, prior_entropy: 1.7151, recall: 0.9853, relative_absolute_error: 0.0313, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.074, root_relative_squared_error: 0.1819,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.8918, kappa: 0.8376, kb_relative_information_score: 4271.2294, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8959, predictive_accuracy: 0.8909, prior_entropy: 1.7151, recall: 0.8909, relative_absolute_error: 0.2837, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.524,

Random Bot 9 years ago
ran flow classif.randomForest(43) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6521, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0333,

Random Bot 9 years ago
ran flow classif.boosting(7) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6521, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0333,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9618, kappa: 0.9424, kb_relative_information_score: 5128.8477, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9618, predictive_accuracy: 0.9619, prior_entropy: 1.7151, recall: 0.9619, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.2838,

Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9989, kappa: 0.9983, kb_relative_information_score: 5443.1157, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 1.7151, recall: 0.9989, relative_absolute_error: 0.0017, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0576, usercpu_time_millis: 29.822, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 29.739,

Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6521, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0333, usercpu_time_millis: 227.752, usercpu_time_millis_testing: 2.355, usercpu_time_millis_training: 225.397,

Rafael Gomes Mantovani 9 years ago
ran flow classif.extraTrees(3) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9923, kappa: 0.9884, kb_relative_information_score: 5391.4608, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 1.7151, recall: 0.9923, relative_absolute_error: 0.0116, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.062, root_relative_squared_error: 0.1525, usercpu_time_millis: 6.497, usercpu_time_millis_testing: 0.834, usercpu_time_millis_training: 5.663,

Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9381, f_measure: 0.9222, kappa: 0.8824, kb_relative_information_score: 4818.5997, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9257, predictive_accuracy: 0.9228, prior_entropy: 1.7151, recall: 0.9228, relative_absolute_error: 0.1165, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4827, usercpu_time_millis: 51.838, usercpu_time_millis_testing: 0.227, usercpu_time_millis_training: 51.611,

Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6521, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0333, usercpu_time_millis: 1.165, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.811,

Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9614, kappa: 0.942, kb_relative_information_score: 5160.4119, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9621, predictive_accuracy: 0.9615, prior_entropy: 1.7151, recall: 0.9615, relative_absolute_error: 0.0581, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1387, root_relative_squared_error: 0.3409, usercpu_time_millis: 4.276, usercpu_time_millis_testing: 0.986, usercpu_time_millis_training: 3.29,

Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL1LogReg(4) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.876, kappa: 0.8183, kb_relative_information_score: 4423.7359, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8912, predictive_accuracy: 0.8829, prior_entropy: 1.7151, recall: 0.8829, relative_absolute_error: 0.1768, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.242, root_relative_squared_error: 0.5947, usercpu_time_millis: 1.474, usercpu_time_millis_testing: 0.003, usercpu_time_millis_training: 1.471,

Rafael Gomes Mantovani 9 years ago
ran flow classif.mlp(5) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9699, kappa: 0.9546, kb_relative_information_score: 5210.855, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9699, predictive_accuracy: 0.9699, prior_entropy: 1.7151, recall: 0.9699, relative_absolute_error: 0.0454, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.3013, usercpu_time_millis: 56.831, usercpu_time_millis_testing: 3.389, usercpu_time_millis_training: 53.442,

Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.7949, kappa: 0.7115, kb_relative_information_score: 3639.5842, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7952, predictive_accuracy: 0.8163, prior_entropy: 1.7151, recall: 0.8163, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.303, root_relative_squared_error: 0.7446, usercpu_time_millis: 0.932, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 0.682,

Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(3) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 5454.4825, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 1, predictive_accuracy: 1, prior_entropy: 1.7151, recall: 1, root_mean_prior_squared_error: 0.4069, usercpu_time_millis: 6.21, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 5.861,

Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(5) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9548, kappa: 0.9321, kb_relative_information_score: 5107.614, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9563, predictive_accuracy: 0.9549, prior_entropy: 1.7151, recall: 0.9549, relative_absolute_error: 0.0681, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1501, root_relative_squared_error: 0.369, usercpu_time_millis: 8.891, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 8.561,

Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9995, kappa: 0.9992, kb_relative_information_score: 5450.8452, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1.7151, recall: 0.9995, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0166, root_relative_squared_error: 0.0407, usercpu_time_millis: 211.605, usercpu_time_millis_testing: 110.559, usercpu_time_millis_training: 101.046,

Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9991, kappa: 0.9986, kb_relative_information_score: 5447.2175, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 1.7151, recall: 0.9991, relative_absolute_error: 0.0014, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0214, root_relative_squared_error: 0.0526, usercpu_time_millis: 0.898, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.863,

Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.776, kappa: 0.7402, kb_relative_information_score: 3898.5685, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7333, predictive_accuracy: 0.8387, prior_entropy: 1.7151, recall: 0.8387, relative_absolute_error: 0.2435, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.284, root_relative_squared_error: 0.6978, usercpu_time_millis: 5.857, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 5.782,

Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9707, kappa: 0.9557, kb_relative_information_score: 5226.9542, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9707, predictive_accuracy: 0.9707, prior_entropy: 1.7151, recall: 0.9707, relative_absolute_error: 0.0443, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1211, root_relative_squared_error: 0.2976, usercpu_time_millis: 0.617, usercpu_time_millis_testing: 0.608, usercpu_time_millis_training: 0.009,

Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(1) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8417, f_measure: 0.7889, kappa: 0.6892, kb_relative_information_score: 3819.451, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7927, predictive_accuracy: 0.7989, prior_entropy: 1.7151, recall: 0.7989, relative_absolute_error: 0.3035, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3171, root_relative_squared_error: 0.7791, usercpu_time_millis: 13.086, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 13.016,

Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.8908, kappa: 0.8361, kb_relative_information_score: 4658.8153, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8949, predictive_accuracy: 0.89, prior_entropy: 1.7151, recall: 0.89, relative_absolute_error: 0.166, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.5762, usercpu_time_millis: 1.437, usercpu_time_millis_testing: 1.35, usercpu_time_millis_training: 0.087,

Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9628, kappa: 0.944, kb_relative_information_score: 5149.1636, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9635, predictive_accuracy: 0.963, prior_entropy: 1.7151, recall: 0.963, relative_absolute_error: 0.0559, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.3343, usercpu_time_millis: 6.598, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 6.575,

Rafael Gomes Mantovani 9 years ago
ran flow classif.PART(4) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9995, kappa: 0.9992, kb_relative_information_score: 5447.9263, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1.7151, recall: 0.9995, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0166, root_relative_squared_error: 0.0407, usercpu_time_millis: 1.262, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 0.942,

Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(5) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 5454.4825, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 1, predictive_accuracy: 1, prior_entropy: 1.7151, recall: 1, root_mean_prior_squared_error: 0.4069, usercpu_time_millis: 89.329, usercpu_time_millis_testing: 7.445, usercpu_time_millis_training: 81.884,

Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(38) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6521, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0333, usercpu_time_millis: 0.325, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.306,

Rafael Gomes Mantovani 9 years ago
ran flow classif.saeDNN(3) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3477, kappa: -0, kb_relative_information_score: 645.099, mean_absolute_error: 0.3029, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.3111, predictive_accuracy: 0.3942, prior_entropy: 1.7151, recall: 0.3942, relative_absolute_error: 0.9144, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5503, root_relative_squared_error: 1.3524, usercpu_time_millis: 1.345, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 1.333,

Rafael Gomes Mantovani 9 years ago
ran flow classif.sda(5) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7647, f_measure: 0.6567, kappa: 0.5412, kb_relative_information_score: 3073.153, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.716, predictive_accuracy: 0.7132, prior_entropy: 1.7151, recall: 0.7132, relative_absolute_error: 0.433, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3787, root_relative_squared_error: 0.9306, usercpu_time_millis: 0.64, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.622,

Rafael Gomes Mantovani 9 years ago
ran flow classif.sparseLDA(1) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4498, f_measure: 0.0196, kappa: -0.0636, kb_relative_information_score: -1100.4857, mean_absolute_error: 0.4658, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.0224, predictive_accuracy: 0.0684, prior_entropy: 1.7151, recall: 0.0684, relative_absolute_error: 1.4063, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.6825, root_relative_squared_error: 1.6772, usercpu_time_millis: 4.724, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 4.693,

Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(4) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9985, kappa: 0.9978, kb_relative_information_score: 5435.1606, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 1.7151, recall: 0.9985, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0271, root_relative_squared_error: 0.0665, usercpu_time_millis: 8.465, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 8.293,

Rafael Gomes Mantovani 9 years ago
ran flow classif.xyf(2) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.8475, kappa: 0.7716, kb_relative_information_score: 4302.4127, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.85, predictive_accuracy: 0.8488, prior_entropy: 1.7151, recall: 0.8488, relative_absolute_error: 0.2282, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.275, root_relative_squared_error: 0.6757, usercpu_time_millis: 9.424, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 9.269,

Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(3) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8532, kappa: 0.7796, kb_relative_information_score: 4335.4693, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8528, predictive_accuracy: 0.8541, prior_entropy: 1.7151, recall: 0.8541, relative_absolute_error: 0.2202, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.6637, usercpu_time_millis: 8.861, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 8.708,

Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(3) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.3424, kappa: -0.0004, kb_relative_information_score: 633.8261, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.3108, predictive_accuracy: 0.392, prior_entropy: 1.7151, recall: 0.392, relative_absolute_error: 0.9177, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5513, root_relative_squared_error: 1.3548, usercpu_time_millis: 1.318, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 1.307,

Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.974, kappa: 0.9607, kb_relative_information_score: 5251.3733, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 1.7151, recall: 0.974, relative_absolute_error: 0.0393, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.2803, usercpu_time_millis: 12.485, usercpu_time_millis_testing: 1.443, usercpu_time_millis_training: 11.042,

Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9987, kappa: 0.9981, kb_relative_information_score: 5438.2653, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9987, predictive_accuracy: 0.9987, prior_entropy: 1.7151, recall: 0.9987, relative_absolute_error: 0.0019, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.0622, usercpu_time_millis: 1.6, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 1.317,

Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7648, f_measure: 0.6573, kappa: 0.5416, kb_relative_information_score: 3075.4069, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7188, predictive_accuracy: 0.7133, prior_entropy: 1.7151, recall: 0.7133, relative_absolute_error: 0.4327, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3786, root_relative_squared_error: 0.9303, usercpu_time_millis: 0.232, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.125,

Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.7886, kappa: 0.7059, kb_relative_information_score: 3832.7438, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8372, predictive_accuracy: 0.814, prior_entropy: 1.7151, recall: 0.814, relative_absolute_error: 0.2808, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.305, root_relative_squared_error: 0.7495, usercpu_time_millis: 0.288, usercpu_time_millis_testing: 0.008, usercpu_time_millis_training: 0.28,

Rafael Gomes Mantovani 9 years ago
ran flow classif.multinom(5) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9958, kappa: 0.9936, kb_relative_information_score: 5420.2462, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 1.7151, recall: 0.9958, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0459, root_relative_squared_error: 0.1128, usercpu_time_millis: 3.849, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 3.825,

Rafael Gomes Mantovani 9 years ago
ran flow classif.nnTrain(3) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7364, f_measure: 0.6206, kappa: 0.4789, kb_relative_information_score: 2636.5788, mean_absolute_error: 0.1591, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.594, predictive_accuracy: 0.6818, prior_entropy: 1.7151, recall: 0.6818, relative_absolute_error: 0.4803, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.9801, usercpu_time_millis: 0.969, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.95,

Rafael Gomes Mantovani 9 years ago
ran flow classif.qda(2) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.888, kappa: 0.8318, kb_relative_information_score: 4634.8174, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8929, predictive_accuracy: 0.8869, prior_entropy: 1.7151, recall: 0.8869, relative_absolute_error: 0.1707, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.5843, usercpu_time_millis: 0.237, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 0.118,

Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(42) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9994, kappa: 0.9992, kb_relative_information_score: 5447.2368, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1.7151, recall: 0.9995, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0166, root_relative_squared_error: 0.0407, usercpu_time_millis: 12.768, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 12.673,

Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(4) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.888, kappa: 0.8318, kb_relative_information_score: 4634.8174, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8929, predictive_accuracy: 0.8869, prior_entropy: 1.7151, recall: 0.8869, relative_absolute_error: 0.1707, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.5843, usercpu_time_millis: 53.552, usercpu_time_millis_testing: 0.47, usercpu_time_millis_training: 53.082,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9709, kappa: 0.9561, kb_relative_information_score: 4357.4233, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 1.7151, recall: 0.971, relative_absolute_error: 0.294, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.3936,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.7139, kappa: 0.639, kb_relative_information_score: 1814.9308, mean_absolute_error: 0.2703, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8128, predictive_accuracy: 0.7751, prior_entropy: 1.7151, recall: 0.7751, relative_absolute_error: 0.816, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3423, root_relative_squared_error: 0.8411,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9056, kappa: 0.8581, kb_relative_information_score: 4412.3851, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9093, predictive_accuracy: 0.9052, prior_entropy: 1.7151, recall: 0.9052, relative_absolute_error: 0.256, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.461,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.928, kappa: 0.8913, kb_relative_information_score: 4729.6734, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9304, predictive_accuracy: 0.9274, prior_entropy: 1.7151, recall: 0.9274, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.4161,

Random Bot 9 years ago
ran flow classif.J48(26) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6521, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0333,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6201, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0132, root_relative_squared_error: 0.0324,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.8918, kappa: 0.8376, kb_relative_information_score: 4271.2294, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8959, predictive_accuracy: 0.8909, prior_entropy: 1.7151, recall: 0.8909, relative_absolute_error: 0.2837, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.524,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.2326, kb_relative_information_score: 0.3924, mean_absolute_error: 0.3312, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.1633, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4069, root_relative_squared_error: 1,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9598, kappa: 0.9393, kb_relative_information_score: 5104.2136, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9598, predictive_accuracy: 0.9599, prior_entropy: 1.7151, recall: 0.9599, relative_absolute_error: 0.0778, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.2891,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6521, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0333,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9626, kappa: 0.9435, kb_relative_information_score: 5161.3395, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9626, predictive_accuracy: 0.9626, prior_entropy: 1.7151, recall: 0.9626, relative_absolute_error: 0.0625, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.296,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9776, kappa: 0.9662, kb_relative_information_score: 5110.8534, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9779, predictive_accuracy: 0.9776, prior_entropy: 1.7151, recall: 0.9776, relative_absolute_error: 0.0877, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.2469,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9656, kappa: 0.9489, kb_relative_information_score: 4825.6038, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9669, predictive_accuracy: 0.9663, prior_entropy: 1.7151, recall: 0.9663, relative_absolute_error: 0.1627, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1295, root_relative_squared_error: 0.3183,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9819, kappa: 0.9726, kb_relative_information_score: 5193.062, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9819, predictive_accuracy: 0.9819, prior_entropy: 1.7151, recall: 0.9819, relative_absolute_error: 0.0615, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.091, root_relative_squared_error: 0.2236,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9987, kappa: 0.9981, kb_relative_information_score: 5436.7589, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9987, predictive_accuracy: 0.9987, prior_entropy: 1.7151, recall: 0.9987, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.026, root_relative_squared_error: 0.0639,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9877, kappa: 0.9815, kb_relative_information_score: 5335.2761, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9877, predictive_accuracy: 0.9877, prior_entropy: 1.7151, recall: 0.9877, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0711, root_relative_squared_error: 0.1747,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9987, kappa: 0.9981, kb_relative_information_score: 5438.08, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9987, predictive_accuracy: 0.9987, prior_entropy: 1.7151, recall: 0.9987, relative_absolute_error: 0.002, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.0622,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9906, kappa: 0.9859, kb_relative_information_score: 5314.2994, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 1.7151, recall: 0.9907, relative_absolute_error: 0.0371, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0579, root_relative_squared_error: 0.1422,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9749, kappa: 0.962, kb_relative_information_score: 5119.1299, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9755, predictive_accuracy: 0.9747, prior_entropy: 1.7151, recall: 0.9747, relative_absolute_error: 0.0877, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1002, root_relative_squared_error: 0.2463,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.8918, kappa: 0.8376, kb_relative_information_score: 4279.6435, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8962, predictive_accuracy: 0.8909, prior_entropy: 1.7151, recall: 0.8909, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.5218,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.7094, kappa: 0.6336, kb_relative_information_score: 1797.3382, mean_absolute_error: 0.271, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.6586, predictive_accuracy: 0.7718, prior_entropy: 1.7151, recall: 0.7718, relative_absolute_error: 0.8181, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.8448,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.1171, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0012, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0123, root_relative_squared_error: 0.0302,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9272, kappa: 0.891, kb_relative_information_score: 4667.3507, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9295, predictive_accuracy: 0.9278, prior_entropy: 1.7151, recall: 0.9278, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.4021,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8636, f_measure: 0.7101, kappa: 0.6347, kb_relative_information_score: 1796.8069, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.6593, predictive_accuracy: 0.7725, prior_entropy: 1.7151, recall: 0.7725, relative_absolute_error: 0.818, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.8445,

Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(15) on task Supervised Classification on data set wall-robot-navigation

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9996, kappa: 0.9994, kb_relative_information_score: 5449.6521, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1.7151, recall: 0.9996, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0333,

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