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Robin Vink
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Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(redu ... ogistic.LogisticRegression)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.765, f_measure: 0.9773, kappa: 0.2537, kb_relative_information_score: -5773.592, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9759, predictive_accuracy: 0.9788, prior_entropy: 0.1231, recall: 0.9788, relative_absolute_error: 0.9408, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1368, root_relative_squared_error: 1.0721,
Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(redu ... ogistic.LogisticRegression)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.765, f_measure: 0.9773, kappa: 0.2537, kb_relative_information_score: -5773.592, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9759, predictive_accuracy: 0.9788, prior_entropy: 0.1231, recall: 0.9788, relative_absolute_error: 0.9408, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1368, root_relative_squared_error: 1.0721,
Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(redu ... eg=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,
Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(redu ... est.RandomForestClassifier)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6175, f_measure: 0.9751, kappa: -0.0005, kb_relative_information_score: -22398.3873, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9672, predictive_accuracy: 0.9832, prior_entropy: 0.1231, recall: 0.9832, relative_absolute_error: 1.6077, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1437, root_relative_squared_error: 1.1266,
Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(redu ... GradientBoostingClassifier)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7159, f_measure: 0.9603, kappa: 0.0515, kb_relative_information_score: -7019.8225, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9694, predictive_accuracy: 0.9517, prior_entropy: 0.1231, recall: 0.9517, relative_absolute_error: 1.5281, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1959, root_relative_squared_error: 1.5359,
Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(redu ... ogistic.LogisticRegression)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.765, f_measure: 0.9773, kappa: 0.2537, kb_relative_information_score: -5773.592, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9759, predictive_accuracy: 0.9788, prior_entropy: 0.1231, recall: 0.9788, relative_absolute_error: 0.9408, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1368, root_relative_squared_error: 1.0721,
Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(redu ... ogistic.LogisticRegression)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7628, f_measure: 0.9634, kappa: 0.172, kb_relative_information_score: -11851.6266, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9743, predictive_accuracy: 0.9542, prior_entropy: 0.1231, recall: 0.9542, relative_absolute_error: 1.6289, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1887, root_relative_squared_error: 1.4793,
Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(redu ... ogistic.LogisticRegression)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.765, f_measure: 0.9773, kappa: 0.2537, kb_relative_information_score: -5773.592, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9759, predictive_accuracy: 0.9788, prior_entropy: 0.1231, recall: 0.9788, relative_absolute_error: 0.9408, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1368, root_relative_squared_error: 1.0721,
Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(redu ... lf=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,
Robin Vink 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: 0.7601, f_measure: 0.9871, kappa: 0.581, kb_relative_information_score: 1476.9743, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9866, predictive_accuracy: 0.9878, prior_entropy: 0.1231, recall: 0.9878, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.8661,
Robin Vink 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: 0.7601, f_measure: 0.9871, kappa: 0.581, kb_relative_information_score: 1476.9743, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9866, predictive_accuracy: 0.9878, prior_entropy: 0.1231, recall: 0.9878, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.8661,
Robin Vink 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: 0.7601, f_measure: 0.9871, kappa: 0.581, kb_relative_information_score: 1476.9743, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9866, predictive_accuracy: 0.9878, prior_entropy: 0.1231, recall: 0.9878, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.8661,
Robin Vink 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: 0.5656, f_measure: 0.9802, kappa: 0.2289, kb_relative_information_score: 1092.4481, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9858, predictive_accuracy: 0.9856, prior_entropy: 0.1231, recall: 0.9856, relative_absolute_error: 0.4383, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.9399,
Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(feat ... er=sklearn.svm.classes.SVC)(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5492, f_measure: 0.979, kappa: 0.1767, kb_relative_information_score: 996.3165, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9853, predictive_accuracy: 0.9851, prior_entropy: 0.1231, recall: 0.9851, relative_absolute_error: 0.4549, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.9575,
Robin Vink 7 years ago
ran flow sklearn.model_selection._searc ... m=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, 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,
Robin Vink 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: 0.5082, f_measure: 0.9759, kappa: 0.0317, kb_relative_information_score: 755.9876, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.984, predictive_accuracy: 0.9837, prior_entropy: 0.1231, recall: 0.9837, relative_absolute_error: 0.4962, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1276, root_relative_squared_error: 1.0001,
Robin Vink 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: 0.5742, kb_relative_information_score: -12129.4032, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 1.0076, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1311, root_relative_squared_error: 1.0279,
Robin Vink 7 years ago
ran flow sklearn.model_selection._searc ... or=sklearn.svm.classes.SVC)(3) 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,
Robin Vink 7 years ago
ran flow sklearn.model_selection._searc ... or=sklearn.svm.classes.SVC)(2) 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,
Robin Vink 7 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(32) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, f_measure: 0.7947, kappa: 0.5871, kb_relative_information_score: 1633.3409, mean_absolute_error: 0.2938, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7953, predictive_accuracy: 0.7945, prior_entropy: 0.9948, recall: 0.7945, relative_absolute_error: 0.5919, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3868, root_relative_squared_error: 0.7765,
Robin Vink 7 years ago
ran flow sklearn.svm.classes.SVC(16) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 281.3657, mean_absolute_error: 0.4577, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, predictive_accuracy: 0.5423, prior_entropy: 0.9948, recall: 0.5423, relative_absolute_error: 0.9221, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.6766, root_relative_squared_error: 1.358,
Robin Vink 7 years ago
ran flow sklearn.pipeline.Pipeline(feat ... er=sklearn.svm.classes.SVC)(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7449, f_measure: 0.749, kappa: 0.4935, kb_relative_information_score: 1859.565, mean_absolute_error: 0.2495, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7506, predictive_accuracy: 0.7505, prior_entropy: 0.9948, recall: 0.7505, relative_absolute_error: 0.5027, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4995, root_relative_squared_error: 1.0027,
Robin Vink 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: 0.5082, f_measure: 0.9759, kappa: 0.0317, kb_relative_information_score: 755.9876, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.984, predictive_accuracy: 0.9837, prior_entropy: 0.1231, recall: 0.9837, relative_absolute_error: 0.4962, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1276, root_relative_squared_error: 1.0001,
Robin Vink 7 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: 0.5738, f_measure: 0.9807, kappa: 0.254, kb_relative_information_score: 1140.5139, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9861, predictive_accuracy: 0.9859, prior_entropy: 0.1231, recall: 0.9859, relative_absolute_error: 0.4301, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.931,
Robin Vink 7 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: 0.5738, f_measure: 0.9807, kappa: 0.254, kb_relative_information_score: 1140.5139, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9861, predictive_accuracy: 0.9859, prior_entropy: 0.1231, recall: 0.9859, relative_absolute_error: 0.4301, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.931,
Robin Vink 7 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: 0.5478, f_measure: 0.9773, kappa: 0.15, kb_relative_information_score: 515.6588, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9749, predictive_accuracy: 0.9824, prior_entropy: 0.1231, recall: 0.9824, relative_absolute_error: 0.5376, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1328, root_relative_squared_error: 1.0409,
Robin Vink 7 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: 0.5478, f_measure: 0.9773, kappa: 0.15, kb_relative_information_score: 515.6588, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9749, predictive_accuracy: 0.9824, prior_entropy: 0.1231, recall: 0.9824, relative_absolute_error: 0.5376, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1328, root_relative_squared_error: 1.0409,
Robin Vink 7 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: 0.5478, f_measure: 0.9773, kappa: 0.15, kb_relative_information_score: 515.6588, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9749, predictive_accuracy: 0.9824, prior_entropy: 0.1231, recall: 0.9824, relative_absolute_error: 0.5376, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1328, root_relative_squared_error: 1.0409,
Robin Vink 7 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: 0.5478, f_measure: 0.9773, kappa: 0.15, kb_relative_information_score: 515.6588, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9749, predictive_accuracy: 0.9824, prior_entropy: 0.1231, recall: 0.9824, relative_absolute_error: 0.5376, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1328, root_relative_squared_error: 1.0409,
Robin Vink 7 years ago
ran flow sklearn.gaussian_process.gpc.GaussianProcessClassifier(2) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5019, kb_relative_information_score: -141652.6809, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 15.2409, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.5, root_relative_squared_error: 3.919,
Robin Vink 7 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: 0.5478, f_measure: 0.9773, kappa: 0.15, kb_relative_information_score: 515.6588, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, precision: 0.9749, predictive_accuracy: 0.9824, prior_entropy: 0.1231, recall: 0.9824, relative_absolute_error: 0.5376, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.1328, root_relative_squared_error: 1.0409,
Robin Vink 7 years ago
ran flow sklearn.model_selection._searc ... or=sklearn.svm.classes.SVC)(2) 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,
Robin Vink 7 years ago
ran flow sklearn.gaussian_process.gpc.GaussianProcessClassifier(2) on task Supervised Classification on data set Speech
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5019, kb_relative_information_score: -141652.6809, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.0328, number_of_instances: 3686, predictive_accuracy: 0.9835, prior_entropy: 0.1231, recall: 0.9835, relative_absolute_error: 15.2409, root_mean_prior_squared_error: 0.1276, root_mean_squared_error: 0.5, root_relative_squared_error: 3.919,