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Bas Bluemink
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Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7296, kb_relative_information_score: 180.4824, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.7824, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.998,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, kb_relative_information_score: 325.5265, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.9979,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7522, kb_relative_information_score: 76.6743, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.7997, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.9939,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7431, kb_relative_information_score: 0.7769, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.8014, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.9941,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.661, f_measure: 0.9748, kappa: -0.0016, kb_relative_information_score: -1689.2031, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9672, predictive_accuracy: 0.9826, prior_entropy: 0.1231, recall: 0.9826, relative_absolute_error: 0.9184, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1316, root_relative_squared_error: 1.0317,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6362, f_measure: 0.9748, kappa: -0.0016, kb_relative_information_score: -1929.4585, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9672, predictive_accuracy: 0.9826, prior_entropy: 0.1231, recall: 0.9826, relative_absolute_error: 0.9483, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1332, root_relative_squared_error: 1.0441,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6248, f_measure: 0.9742, kappa: -0.0039, kb_relative_information_score: -2423.2902, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9671, predictive_accuracy: 0.9813, prior_entropy: 0.1231, recall: 0.9813, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.135, root_relative_squared_error: 1.0581,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6537, f_measure: 0.9747, kappa: -0.002, kb_relative_information_score: -1865.3784, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9672, predictive_accuracy: 0.9824, prior_entropy: 0.1231, recall: 0.9824, relative_absolute_error: 0.9463, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1321, root_relative_squared_error: 1.0352,
Bas Bluemink 6 years ago
ran flow sklearn.pipeline.Pipeline(scal ... vm=sklearn.svm.classes.SVC)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4668, kb_relative_information_score: -3646.5463, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.0299, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1277, root_relative_squared_error: 1.0009,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5904, f_measure: 0.9744, kappa: -0.003, kb_relative_information_score: -2073.2962, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9671, predictive_accuracy: 0.9818, prior_entropy: 0.1231, recall: 0.9818, relative_absolute_error: 0.968, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1348, root_relative_squared_error: 1.0565,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5912, f_measure: 0.9735, kappa: -0.0058, kb_relative_information_score: -2239.197, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9671, predictive_accuracy: 0.9799, prior_entropy: 0.1231, recall: 0.9799, relative_absolute_error: 0.9893, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1369, root_relative_squared_error: 1.0734,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6727, f_measure: 0.9743, kappa: -0.0034, kb_relative_information_score: -2199.3133, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9671, predictive_accuracy: 0.9816, prior_entropy: 0.1231, recall: 0.9816, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.134, root_relative_squared_error: 1.05,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6142, f_measure: 0.974, kappa: -0.0043, kb_relative_information_score: -1811.0187, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9671, predictive_accuracy: 0.981, prior_entropy: 0.1231, recall: 0.981, relative_absolute_error: 0.9441, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1335, root_relative_squared_error: 1.0461,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5369, f_measure: 0.9744, kappa: -0.003, kb_relative_information_score: -2161.9376, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9671, predictive_accuracy: 0.9818, prior_entropy: 0.1231, recall: 0.9818, relative_absolute_error: 0.9635, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1347, root_relative_squared_error: 1.0561,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7207, kb_relative_information_score: -91.8698, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.8027, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.9942,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, kb_relative_information_score: -56.8462, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.7991, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.9935,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7236, kb_relative_information_score: 56.7362, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.7953, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.994,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7496, kb_relative_information_score: -1797.1566, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.8917, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.992,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8159, kb_relative_information_score: -1012.3072, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.8749, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.991,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, kb_relative_information_score: -10.8704, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.8016, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.993,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, kb_relative_information_score: -10950.8734, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.1274, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1209, root_relative_squared_error: 0.9479,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.voting_classi ... ation.KNeighborsClassifier)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8301, kb_relative_information_score: -13246.3109, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.1624, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1203, root_relative_squared_error: 0.9428,
Bas Bluemink 6 years ago
ran flow sklearn.pipeline.Pipeline(scal ... vm=sklearn.svm.classes.SVC)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 707.9219, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 0.5045, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1286, root_relative_squared_error: 1.0084,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(32) on task Supervised Classification on data set CIFAR_10_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8461, f_measure: 0.4414, kappa: 0.3847, kb_relative_information_score: 5901.4794, mean_absolute_error: 0.1545, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4409, predictive_accuracy: 0.4463, prior_entropy: 3.3218, recall: 0.4463, relative_absolute_error: 0.8584, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.9002,
Bas Bluemink 6 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(20) on task Supervised Classification on data set volcanoes-a1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.8679, kappa: 0.0578, kb_relative_information_score: 23.0055, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.0699, number_of_instances: 3252, precision: 0.8511, predictive_accuracy: 0.9059, prior_entropy: 0.6323, recall: 0.9059, relative_absolute_error: 0.8094, root_mean_prior_squared_error: 0.1864, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.9569,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(32) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5676, f_measure: 0.9748, kappa: -0.0016, kb_relative_information_score: -15463.6275, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9672, predictive_accuracy: 0.9826, prior_entropy: 0.1231, recall: 0.9826, relative_absolute_error: 1.1793, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1336, root_relative_squared_error: 1.0475,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(32) on task Supervised Classification on data set CIFAR_10_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8368, f_measure: 0.4283, kappa: 0.3692, kb_relative_information_score: 5888.9256, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4274, predictive_accuracy: 0.4323, prior_entropy: 3.3218, recall: 0.4323, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.9024,
Bas Bluemink 6 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(32) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6439, kb_relative_information_score: -14995.2079, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.1653, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.128, root_relative_squared_error: 1.0035,
Bas Bluemink 6 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(20) on task Supervised Classification on data set volcanoes-a1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.8815, kappa: 0.1878, kb_relative_information_score: 253.0197, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.0699, number_of_instances: 3252, precision: 0.8749, predictive_accuracy: 0.9096, prior_entropy: 0.6323, recall: 0.9096, relative_absolute_error: 0.777, root_mean_prior_squared_error: 0.1864, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.9555,
Bas Bluemink 6 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(20) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.969, kappa: 0.9374, kb_relative_information_score: 13353.2303, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 0.9924, recall: 0.969, relative_absolute_error: 0.117, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.159, root_relative_squared_error: 0.3196,