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Ray Feng 7 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: 0.6399, kb_relative_information_score: -13290.3375, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.135, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1284, root_relative_squared_error: 1.0062,
Ray Feng 7 years ago
ran flow sklearn.pipeline.Pipeline(Knn= ... ation.KNeighborsClassifier)(1) on task Supervised Classification on data set CIFAR_10_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7918, f_measure: 0.2493, kappa: 0.2051, kb_relative_information_score: 5260.2125, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4323, predictive_accuracy: 0.2851, prior_entropy: 3.3218, recall: 0.2851, relative_absolute_error: 0.8747, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.9592,
Ray Feng 7 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: 0.6307, kb_relative_information_score: -13082.0528, 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: 1.129, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1283, root_relative_squared_error: 1.0055,
Ray Feng 7 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: 0.8526, f_measure: 0.4468, kappa: 0.3909, kb_relative_information_score: 6073.6201, mean_absolute_error: 0.1532, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.4472, predictive_accuracy: 0.4518, prior_entropy: 3.3218, recall: 0.4518, relative_absolute_error: 0.851, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8952,
Ray Feng 7 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: 0.6263, kb_relative_information_score: -13130.055, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.131, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1287, root_relative_squared_error: 1.0088,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.linear_model.logistic.LogisticRegression(10) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.774, f_measure: 0.9674, kappa: 0.1683, kb_relative_information_score: -4988.1054, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9735, predictive_accuracy: 0.962, prior_entropy: 0.1231, recall: 0.962, relative_absolute_error: 1.1874, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1805, root_relative_squared_error: 1.4151,
Ray Feng 7 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(20) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7901, kb_relative_information_score: -21207.8806, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.3545, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.9928,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.linear_model.logistic.LogisticRegression(10) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.774, f_measure: 0.9674, kappa: 0.1683, kb_relative_information_score: -4988.1054, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9735, predictive_accuracy: 0.962, prior_entropy: 0.1231, recall: 0.962, relative_absolute_error: 1.1874, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1805, root_relative_squared_error: 1.4151,
Ray Feng 7 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(20) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7808, kb_relative_information_score: -4020.0329, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.0372, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.9976,
Ray Feng 7 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(20) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, kb_relative_information_score: -21132.9411, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.3533, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.9925,
Ray Feng 7 years ago
ran flow sklearn.pipeline.Pipeline(Knn= ... ation.KNeighborsClassifier)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7908, kb_relative_information_score: -21074.3032, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.3525, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.9928,
Ray Feng 7 years ago
ran flow sklearn.pipeline.Pipeline(Knn= ... ation.KNeighborsClassifier)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, kb_relative_information_score: -27585.4231, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.4853, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.126, root_relative_squared_error: 0.9878,
Ray Feng 7 years ago
ran flow sklearn.pipeline.Pipeline(Knn= ... ation.KNeighborsClassifier)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7819, kb_relative_information_score: -21779.2418, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.3655, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.9933,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.pipeline.Pipeline(Knn= ... ation.KNeighborsClassifier)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, kb_relative_information_score: -22476.1785, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.3874, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.9932,
Ray Feng 7 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: 0.6415, kb_relative_information_score: -13170.2637, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.131, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1282, root_relative_squared_error: 1.0047,
Ray Feng 7 years ago
ran flow sklearn.linear_model.logistic.LogisticRegression(10) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.774, f_measure: 0.9674, kappa: 0.1683, kb_relative_information_score: -4988.1054, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9735, predictive_accuracy: 0.962, prior_entropy: 0.1231, recall: 0.962, relative_absolute_error: 1.1874, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1805, root_relative_squared_error: 1.4151,
Ray Feng 7 years ago
ran flow sklearn.linear_model.logistic.LogisticRegression(10) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.774, f_measure: 0.9674, kappa: 0.1683, kb_relative_information_score: -4988.1054, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9735, predictive_accuracy: 0.962, prior_entropy: 0.1231, recall: 0.962, relative_absolute_error: 1.1874, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1805, root_relative_squared_error: 1.4151,
Ray Feng 7 years ago
ran flow sklearn.linear_model.logistic.LogisticRegression(10) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.774, f_measure: 0.9674, kappa: 0.1683, kb_relative_information_score: -4988.1054, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9735, predictive_accuracy: 0.962, prior_entropy: 0.1231, recall: 0.962, relative_absolute_error: 1.1874, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1805, root_relative_squared_error: 1.4151,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.pipeline.Pipeline(Knn= ... ation.KNeighborsClassifier)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, kb_relative_information_score: -27790.9805, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.5048, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.126, root_relative_squared_error: 0.9878,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,
Ray Feng 7 years ago
ran flow sklearn.pipeline.Pipeline(Knn= ... ation.KNeighborsClassifier)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7706, kb_relative_information_score: -22428.437, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.3852, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.9936,
Ray Feng 7 years ago
ran flow sklearn.svm.classes.SVC(16) 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,