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Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.9181, kappa: 0.904, kb_relative_information_score: 2104.9486, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9198, predictive_accuracy: 0.9177, prior_entropy: 2.8074, recall: 0.9177, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1533, root_relative_squared_error: 0.4381, usercpu_time_millis: 0.62, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.56,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set musk
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6585.79, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0012, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0174, root_relative_squared_error: 0.0482, usercpu_time_millis: 4.57, usercpu_time_millis_testing: 0.6, usercpu_time_millis_training: 3.97,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.959, kappa: 0.952, kb_relative_information_score: 2207.4743, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9593, predictive_accuracy: 0.9589, prior_entropy: 2.8074, recall: 0.9589, relative_absolute_error: 0.048, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1084, root_relative_squared_error: 0.3098,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6175, f_measure: 0.1963, kappa: 0.235, kb_relative_information_score: 385.3094, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.211, predictive_accuracy: 0.2427, prior_entropy: 6.6438, recall: 0.2427, relative_absolute_error: 0.765, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1231, root_relative_squared_error: 1.2369, usercpu_time_millis: 8.68, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 8.58,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7785, f_measure: 0.7784, kappa: 0.5569, kb_relative_information_score: 1448, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7787, predictive_accuracy: 0.7785, prior_entropy: 1, recall: 0.7785, relative_absolute_error: 0.4431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4707, root_relative_squared_error: 0.9414,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0076, kappa: 0.0025, kb_relative_information_score: 16.5514, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.0114, predictive_accuracy: 0.0125, prior_entropy: 6.6438, recall: 0.0125, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1405, root_relative_squared_error: 1.4124, usercpu_time_millis: 4.02, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 3.9,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.7877, kappa: 0.6999, kb_relative_information_score: 3632.8179, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8341, predictive_accuracy: 0.7996, prior_entropy: 1.5849, recall: 0.7996, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7754, usercpu_time_millis: 9.86, usercpu_time_millis_testing: 8.69, usercpu_time_millis_training: 1.17,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.7773, kappa: 0.7631, kb_relative_information_score: 1803.8469, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.8122, predictive_accuracy: 0.797, prior_entropy: 2.8074, recall: 0.797, relative_absolute_error: 0.2369, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.6883,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7673, f_measure: 0.7672, kappa: 0.5346, kb_relative_information_score: 1390, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.768, predictive_accuracy: 0.7673, prior_entropy: 1, recall: 0.7673, relative_absolute_error: 0.4654, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4824, root_relative_squared_error: 0.9648,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.7383, kappa: 0.7296, kb_relative_information_score: 1170.0525, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7577, predictive_accuracy: 0.7323, prior_entropy: 6.6438, recall: 0.7323, relative_absolute_error: 0.2704, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0732, root_relative_squared_error: 0.7354, usercpu_time_millis: 10.25, usercpu_time_millis_testing: 7.01, usercpu_time_millis_training: 3.24,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5115, f_measure: 0.5115, kappa: 0.0231, kb_relative_information_score: 60, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5115, predictive_accuracy: 0.5115, prior_entropy: 1, recall: 0.5115, relative_absolute_error: 0.9769, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6989, root_relative_squared_error: 1.3978,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9809, kappa: 0.9778, kb_relative_information_score: 2262.5144, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9809, predictive_accuracy: 0.981, prior_entropy: 2.8074, recall: 0.981, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.2108,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set musk
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.8643, kappa: 0.53, kb_relative_information_score: 2019.654, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8856, predictive_accuracy: 0.8536, prior_entropy: 0.6204, recall: 0.8536, relative_absolute_error: 0.5613, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3826, root_relative_squared_error: 1.0597, usercpu_time_millis: 23.65, usercpu_time_millis_testing: 21.29, usercpu_time_millis_training: 2.36,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5973, f_measure: 0.5972, kappa: 0.1946, kb_relative_information_score: 506, mean_absolute_error: 0.4027, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5974, predictive_accuracy: 0.5973, prior_entropy: 1, recall: 0.5973, relative_absolute_error: 0.8054, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6346, root_relative_squared_error: 1.2692,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8439, kappa: 0.8471, kb_relative_information_score: 1356.4617, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8509, predictive_accuracy: 0.8487, prior_entropy: 6.6438, recall: 0.8487, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.055, root_relative_squared_error: 0.5529, usercpu_time_millis: 66.77, usercpu_time_millis_testing: 0.82, usercpu_time_millis_training: 65.95,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.8548, kappa: 0.7835, kb_relative_information_score: 4012.8038, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8576, predictive_accuracy: 0.8556, prior_entropy: 1.5849, recall: 0.8556, relative_absolute_error: 0.2166, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.6582, usercpu_time_millis: 90.32, usercpu_time_millis_testing: 0.65, usercpu_time_millis_training: 89.67,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set monks-problems-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 541.9683, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.2083, usercpu_time_millis: 0.19, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.12,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set monks-problems-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 513.905, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.0723, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.19, root_relative_squared_error: 0.3803, usercpu_time_millis: 0.32, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 0.09,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8833, f_measure: 0.8442, kappa: 0.7666, kb_relative_information_score: 3935.4221, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8448, predictive_accuracy: 0.8444, prior_entropy: 1.5849, recall: 0.8444, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6832, usercpu_time_millis: 2.11, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 1.95,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.7927, kappa: 0.6896, kb_relative_information_score: 3583.74, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.7933, predictive_accuracy: 0.793, prior_entropy: 1.5849, recall: 0.793, relative_absolute_error: 0.3105, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.7881, usercpu_time_millis: 1.93, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 1.55,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.7354, kappa: 0.6047, kb_relative_information_score: 3196.3787, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.7381, predictive_accuracy: 0.7364, prior_entropy: 1.5849, recall: 0.7364, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4192, root_relative_squared_error: 0.8893, usercpu_time_millis: 2.25, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 2.16,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set monks-problems-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 541.9683, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.2083, usercpu_time_millis: 5.47, usercpu_time_millis_testing: 0.6, usercpu_time_millis_training: 4.87,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.7409, kappa: 0.4217, kb_relative_information_score: 321.2408, mean_absolute_error: 0.2539, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7398, predictive_accuracy: 0.7461, prior_entropy: 0.9335, recall: 0.7461, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.0572,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7242, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: 346.4262, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9335, recall: 0.7604, relative_absolute_error: 0.5271, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4895, root_relative_squared_error: 1.0269,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.865, kappa: 0.7299, kb_relative_information_score: 729.8733, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.865, predictive_accuracy: 0.865, prior_entropy: 0.9998, recall: 0.865, relative_absolute_error: 0.2701, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.735,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7887, f_measure: 0.7889, kappa: 0.5777, kb_relative_information_score: 577.8025, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.7891, predictive_accuracy: 0.789, prior_entropy: 0.9998, recall: 0.789, relative_absolute_error: 0.4221, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4593, root_relative_squared_error: 0.9188,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.855, kappa: 0.71, kb_relative_information_score: 709.864, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.8552, predictive_accuracy: 0.855, prior_entropy: 0.9998, recall: 0.855, relative_absolute_error: 0.2901, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7617,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.86, kappa: 0.72, kb_relative_information_score: 719.8687, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.86, predictive_accuracy: 0.86, prior_entropy: 0.9998, recall: 0.86, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7485,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8911, kappa: 0.7808, kb_relative_information_score: 487.7762, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.8912, predictive_accuracy: 0.8912, prior_entropy: 0.9956, recall: 0.8912, relative_absolute_error: 0.2189, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6617,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.8322, kappa: 0.6632, kb_relative_information_score: 413.1199, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.8334, predictive_accuracy: 0.832, prior_entropy: 0.9956, recall: 0.832, relative_absolute_error: 0.3381, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.8223,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.9535, kappa: 0.9062, kb_relative_information_score: 566.4679, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.9548, predictive_accuracy: 0.9536, prior_entropy: 0.9956, recall: 0.9536, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4321,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.9534, kappa: 0.9061, kb_relative_information_score: 566.4679, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.9554, predictive_accuracy: 0.9536, prior_entropy: 0.9956, recall: 0.9536, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4321,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 1355.678, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9912, recall: 0.9942, relative_absolute_error: 0.0118, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.1537, usercpu_time_millis: 2.39, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 2.31,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9658, kappa: 0.931, kb_relative_information_score: 1276.2829, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.967, predictive_accuracy: 0.9657, prior_entropy: 0.9912, recall: 0.9657, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3725, usercpu_time_millis: 0.08, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.07,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9854, kappa: 0.9706, kb_relative_information_score: 1331.2488, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9859, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.243, usercpu_time_millis: 0.13, usercpu_time_millis_training: 0.13,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.8377, kappa: 0.6706, kb_relative_information_score: 920.0226, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8381, predictive_accuracy: 0.8382, prior_entropy: 0.9912, recall: 0.8382, relative_absolute_error: 0.3276, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.8095, usercpu_time_millis: 0.3, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 0.01,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9097, kappa: 0.8142, kb_relative_information_score: 813.1201, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.91, predictive_accuracy: 0.91, prior_entropy: 0.9815, recall: 0.91, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6078,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8965, kappa: 0.7868, kb_relative_information_score: 786.1373, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.8972, predictive_accuracy: 0.897, prior_entropy: 0.9815, recall: 0.897, relative_absolute_error: 0.2114, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.6502,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7259, f_measure: 0.7283, kappa: 0.4464, kb_relative_information_score: 433.2848, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.7315, predictive_accuracy: 0.727, prior_entropy: 0.9815, recall: 0.727, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.0586,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7875, f_measure: 0.7945, kappa: 0.5774, kb_relative_information_score: 574.4258, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.7943, predictive_accuracy: 0.795, prior_entropy: 0.9815, recall: 0.795, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4528, root_relative_squared_error: 0.9174, usercpu_time_millis: 0.43, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 0.11,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, f_measure: 0.7674, kappa: 0.4822, kb_relative_information_score: 364.7429, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7664, predictive_accuracy: 0.7708, prior_entropy: 0.9335, recall: 0.7708, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0043, usercpu_time_millis: 3.52, usercpu_time_millis_testing: 0.21, usercpu_time_millis_training: 3.31,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.7339, kappa: 0.4071, kb_relative_information_score: 307.5032, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7324, predictive_accuracy: 0.7383, prior_entropy: 0.9335, recall: 0.7383, relative_absolute_error: 0.5759, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5116, root_relative_squared_error: 1.0733,
Janek Thomas 8 years ago
ran flow mlr.classif.gbm(3) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7032, f_measure: 0.7033, kappa: 0.407, kb_relative_information_score: 407.7234, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.7049, predictive_accuracy: 0.704, prior_entropy: 0.9998, recall: 0.704, relative_absolute_error: 0.5922, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.0883,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.7339, kappa: 0.4071, kb_relative_information_score: 307.5032, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7324, predictive_accuracy: 0.7383, prior_entropy: 0.9335, recall: 0.7383, relative_absolute_error: 0.5759, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5116, root_relative_squared_error: 1.0733,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9658, kappa: 0.931, kb_relative_information_score: 1276.2829, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.967, predictive_accuracy: 0.9657, prior_entropy: 0.9912, recall: 0.9657, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3725, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.1,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.9535, kappa: 0.9062, kb_relative_information_score: 566.4679, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.9548, predictive_accuracy: 0.9536, prior_entropy: 0.9956, recall: 0.9536, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4321,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9854, kappa: 0.9706, kb_relative_information_score: 1331.2488, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9859, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.243, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.08,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.8322, kappa: 0.6632, kb_relative_information_score: 413.1199, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.8334, predictive_accuracy: 0.832, prior_entropy: 0.9956, recall: 0.832, relative_absolute_error: 0.3381, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.8223, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.07,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7259, f_measure: 0.7283, kappa: 0.4464, kb_relative_information_score: 433.2848, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.7315, predictive_accuracy: 0.727, prior_entropy: 0.9815, recall: 0.727, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.0586,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7242, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: 346.4262, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9335, recall: 0.7604, relative_absolute_error: 0.5271, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4895, root_relative_squared_error: 1.0269,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.9534, kappa: 0.9061, kb_relative_information_score: 566.4679, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.9554, predictive_accuracy: 0.9536, prior_entropy: 0.9956, recall: 0.9536, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4321,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7875, f_measure: 0.7945, kappa: 0.5774, kb_relative_information_score: 574.4258, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.7943, predictive_accuracy: 0.795, prior_entropy: 0.9815, recall: 0.795, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4528, root_relative_squared_error: 0.9174,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8965, kappa: 0.7868, kb_relative_information_score: 786.1373, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.8972, predictive_accuracy: 0.897, prior_entropy: 0.9815, recall: 0.897, relative_absolute_error: 0.2114, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.6502,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.8377, kappa: 0.6706, kb_relative_information_score: 920.0226, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8381, predictive_accuracy: 0.8382, prior_entropy: 0.9912, recall: 0.8382, relative_absolute_error: 0.3276, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.8095, usercpu_time_millis: 0.62, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 0.16,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.7409, kappa: 0.4217, kb_relative_information_score: 321.2408, mean_absolute_error: 0.2539, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7398, predictive_accuracy: 0.7461, prior_entropy: 0.9335, recall: 0.7461, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.0572,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7887, f_measure: 0.7889, kappa: 0.5777, kb_relative_information_score: 577.8025, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.7891, predictive_accuracy: 0.789, prior_entropy: 0.9998, recall: 0.789, relative_absolute_error: 0.4221, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4593, root_relative_squared_error: 0.9188,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8911, kappa: 0.7808, kb_relative_information_score: 487.7762, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.8912, predictive_accuracy: 0.8912, prior_entropy: 0.9956, recall: 0.8912, relative_absolute_error: 0.2189, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6617,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 1355.678, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9912, recall: 0.9942, relative_absolute_error: 0.0118, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.1537, usercpu_time_millis: 5.92, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 5.66,
Janek Thomas 8 years ago
ran flow mlr.classif.gbm(3) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3778, kb_relative_information_score: 43.8742, mean_absolute_error: 0.4608, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.2907, predictive_accuracy: 0.5392, prior_entropy: 0.9956, recall: 0.5392, relative_absolute_error: 0.9273, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.6788, root_relative_squared_error: 1.3618,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, f_measure: 0.7674, kappa: 0.4822, kb_relative_information_score: 364.7429, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7664, predictive_accuracy: 0.7708, prior_entropy: 0.9335, recall: 0.7708, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0043,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9097, kappa: 0.8142, kb_relative_information_score: 813.1201, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.91, predictive_accuracy: 0.91, prior_entropy: 0.9815, recall: 0.91, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6078, usercpu_time_millis: 6.78, usercpu_time_millis_testing: 0.51, usercpu_time_millis_training: 6.27,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.855, kappa: 0.71, kb_relative_information_score: 709.864, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.8552, predictive_accuracy: 0.855, prior_entropy: 0.9998, recall: 0.855, relative_absolute_error: 0.2901, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7617,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.865, kappa: 0.7299, kb_relative_information_score: 729.8733, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.865, predictive_accuracy: 0.865, prior_entropy: 0.9998, recall: 0.865, relative_absolute_error: 0.2701, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.735,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.86, kappa: 0.72, kb_relative_information_score: 719.8687, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.86, predictive_accuracy: 0.86, prior_entropy: 0.9998, recall: 0.86, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7485,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7369, f_measure: 0.7358, kappa: 0.4738, kb_relative_information_score: 1232, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7409, predictive_accuracy: 0.7369, prior_entropy: 1, recall: 0.7369, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5129, root_relative_squared_error: 1.0258,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set Internet-Advertisements
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.9649, kappa: 0.8502, kb_relative_information_score: 2691.1625, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9652, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.1418, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.5327, usercpu_time_millis: 5.06, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 4.54,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set pc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5798, f_measure: 0.9096, kappa: 0.21, kb_relative_information_score: 176.8698, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9022, predictive_accuracy: 0.9225, prior_entropy: 0.3667, recall: 0.9225, relative_absolute_error: 0.597, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2785, root_relative_squared_error: 1.0955, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.16,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set pc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6351, f_measure: 0.9257, kappa: 0.3529, kb_relative_information_score: 337.9267, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.923, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.253, root_relative_squared_error: 0.9954, usercpu_time_millis: 0.46, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.38,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.8632, kappa: 0.8347, kb_relative_information_score: 5371.8985, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8623, predictive_accuracy: 0.8667, prior_entropy: 2.4836, recall: 0.8667, relative_absolute_error: 0.1645, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.5735, usercpu_time_millis: 1.32, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 1.24,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.798, kappa: 0.7599, kb_relative_information_score: 4882.1241, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8005, predictive_accuracy: 0.8076, prior_entropy: 2.4836, recall: 0.8076, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.6891, usercpu_time_millis: 1.81, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 1.77,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7785, f_measure: 0.7784, kappa: 0.5569, kb_relative_information_score: 1448, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7787, predictive_accuracy: 0.7785, prior_entropy: 1, recall: 0.7785, relative_absolute_error: 0.4431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4707, root_relative_squared_error: 0.9414, usercpu_time_millis: 2.11, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 1.99,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8691, kappa: 0.7381, kb_relative_information_score: 2559.6331, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.8691, predictive_accuracy: 0.8691, prior_entropy: 0.9998, recall: 0.8691, relative_absolute_error: 0.2619, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.7237, usercpu_time_millis: 4.43, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 4,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7673, f_measure: 0.7672, kappa: 0.5346, kb_relative_information_score: 1390, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.768, predictive_accuracy: 0.7673, prior_entropy: 1, recall: 0.7673, relative_absolute_error: 0.4654, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4824, root_relative_squared_error: 0.9648,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set Internet-Advertisements
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.9649, kappa: 0.8502, kb_relative_information_score: 2691.1625, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9652, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.1418, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.5327, usercpu_time_millis: 6.72, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 6.32,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, f_measure: 0.8494, kappa: 0.6992, kb_relative_information_score: 2423.5783, mean_absolute_error: 0.1505, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.8515, predictive_accuracy: 0.8495, prior_entropy: 0.9998, recall: 0.8495, relative_absolute_error: 0.3011, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.388, root_relative_squared_error: 0.776, usercpu_time_millis: 17.42, usercpu_time_millis_testing: 1.61, usercpu_time_millis_training: 15.81,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set Internet-Advertisements
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9645, kappa: 0.8499, kb_relative_information_score: 2680.7229, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9645, predictive_accuracy: 0.9652, prior_entropy: 0.5848, recall: 0.9652, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1865, root_relative_squared_error: 0.5374, usercpu_time_millis: 32.1, usercpu_time_millis_testing: 3.18, usercpu_time_millis_training: 28.92,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set pc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6351, f_measure: 0.9257, kappa: 0.3529, kb_relative_information_score: 337.9267, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.923, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.253, root_relative_squared_error: 0.9954, usercpu_time_millis: 7.4, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 7.13,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.9159, kappa: 0.8985, kb_relative_information_score: 5772.8895, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9159, predictive_accuracy: 0.918, prior_entropy: 2.4836, recall: 0.918, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.4498, usercpu_time_millis: 87.97, usercpu_time_millis_testing: 0.55, usercpu_time_millis_training: 87.42,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7369, f_measure: 0.7358, kappa: 0.4738, kb_relative_information_score: 1232, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7409, predictive_accuracy: 0.7369, prior_entropy: 1, recall: 0.7369, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5129, root_relative_squared_error: 1.0258,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.9366, kappa: 0.8731, kb_relative_information_score: 3027.8218, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.9366, predictive_accuracy: 0.9366, prior_entropy: 0.9998, recall: 0.9366, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.5038, usercpu_time_millis: 1626.45, usercpu_time_millis_testing: 1.38, usercpu_time_millis_training: 1625.07,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set Internet-Advertisements
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.9763, kappa: 0.8995, kb_relative_information_score: 2879.0753, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9766, predictive_accuracy: 0.9768, prior_entropy: 0.5848, recall: 0.9768, relative_absolute_error: 0.0962, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.4388, usercpu_time_millis: 13252.01, usercpu_time_millis_testing: 3.3, usercpu_time_millis_training: 13248.71,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(29) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6161, kb_relative_information_score: 0.4421, mean_absolute_error: 0.3906, mean_prior_absolute_error: 0.3925, number_of_instances: 100, precision: 0.5329, predictive_accuracy: 0.73, prior_entropy: 0.836, recall: 0.73, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.444, root_mean_squared_error: 0.444, root_relative_squared_error: 1.0001,
Janek Thomas 8 years ago
ran flow mlr.classif.glmnet(2) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6161, kb_relative_information_score: 0.4421, mean_absolute_error: 0.3906, mean_prior_absolute_error: 0.3925, number_of_instances: 100, precision: 0.5329, predictive_accuracy: 0.73, prior_entropy: 0.836, recall: 0.73, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.444, root_mean_squared_error: 0.444, root_relative_squared_error: 1.0001,
Janek Thomas 8 years ago
ran flow mlr.classif.svm(5) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.949, kappa: 0.898, kb_relative_information_score: 2744.5272, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9505, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.1521, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.3746,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set hill-valley
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5675, f_measure: 0.5392, kappa: 0.0792, kb_relative_information_score: 49.8534, mean_absolute_error: 0.483, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5397, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.505, root_relative_squared_error: 1.01,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.8615, kappa: 0.7198, kb_relative_information_score: 8893.2512, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.8615, predictive_accuracy: 0.8617, prior_entropy: 0.9924, recall: 0.8617, relative_absolute_error: 0.4308, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3141, root_relative_squared_error: 0.6314,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8459, kappa: 0.6874, kb_relative_information_score: 410.7643, mean_absolute_error: 0.2128, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8463, predictive_accuracy: 0.8464, prior_entropy: 0.9913, recall: 0.8464, relative_absolute_error: 0.4309, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.6516,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set steel-plates-fault
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1847.6147, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0513, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1039, root_relative_squared_error: 0.2184,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 657.7455, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.3781, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.4504,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set steel-plates-fault
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1722.7349, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.2852,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.746, kappa: 0.0863, kb_relative_information_score: -3698.6247, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7441, predictive_accuracy: 0.748, prior_entropy: 0.6541, recall: 0.748, relative_absolute_error: 0.8996, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.502, root_relative_squared_error: 1.3414,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set musk
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9689, kappa: 0.878, kb_relative_information_score: 4655.8049, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9694, predictive_accuracy: 0.9697, prior_entropy: 0.6204, recall: 0.9697, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.16, root_relative_squared_error: 0.4431,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.8176, kappa: 0.6387, kb_relative_information_score: 1823.5426, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.8355, predictive_accuracy: 0.8201, prior_entropy: 0.9998, recall: 0.8201, relative_absolute_error: 0.4982, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7003,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8234, kappa: 0.6508, kb_relative_information_score: 1781.8447, mean_absolute_error: 0.2568, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.8442, predictive_accuracy: 0.8261, prior_entropy: 0.9998, recall: 0.8261, relative_absolute_error: 0.5137, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.6972,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.8204, kappa: 0.6455, kb_relative_information_score: 1731.3329, mean_absolute_error: 0.2655, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.8441, predictive_accuracy: 0.8235, prior_entropy: 0.9998, recall: 0.8235, relative_absolute_error: 0.5311, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.6984,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.846, kappa: 0.6876, kb_relative_information_score: 412.7009, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8463, predictive_accuracy: 0.8464, prior_entropy: 0.9913, recall: 0.8464, relative_absolute_error: 0.4263, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.6543,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2408.2275, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.277, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.4439,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2356.945, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.4538,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.948, kappa: 0.8959, kb_relative_information_score: 2218.8093, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3463, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.4834,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9474, kappa: 0.8946, kb_relative_information_score: 2206.787, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9475, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.4862,