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Tan Zheng 4 years ago
ran flow weka.classifiers.trees.J48(3) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.9096, kappa: 0.772, kb_relative_information_score: 0.7382, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.1343, weighted_recall: 0.912, number_of_instances: 898, precision: 0.9097, predictive_accuracy: 0.912, prior_entropy: 1.1915, relative_absolute_error: 0.3255, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.5659, scimark_benchmark: 2100.1601,
Tan Zheng 4 years ago
ran flow weka.classifiers.trees.LMT(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9555, kappa: 0.8893, kb_relative_information_score: 0.8725, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.1343, weighted_recall: 0.9555, number_of_instances: 898, precision: 0.9556, predictive_accuracy: 0.9555, prior_entropy: 1.1915, relative_absolute_error: 0.1424, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.4505, scimark_benchmark: 2127.2943,
Tan Zheng 4 years ago
ran flow weka.classifiers.trees.DecisionStump(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, kappa: 0.4503, kb_relative_information_score: 0.3585, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1343, weighted_recall: 0.7717, number_of_instances: 898, predictive_accuracy: 0.7717, prior_entropy: 1.1915, relative_absolute_error: 0.7089, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.8453, scimark_benchmark: 2015.8127,
Tan Zheng 4 years ago
ran flow weka.classifiers.functions.SGD(2) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Client side error: weka.classifiers.functions.SGD: Cannot handle multi-valued nominal class! Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
Tan Zheng 4 years ago
ran flow weka.classifiers.trees.RandomTree(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.9251, kappa: 0.8138, kb_relative_information_score: 0.7651, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.1343, weighted_recall: 0.9254, number_of_instances: 898, precision: 0.9262, predictive_accuracy: 0.9254, prior_entropy: 1.1915, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.5702, scimark_benchmark: 2015.8127,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._base.LinearRegression(2) on task Supervised Regression on data set NASA_PHM2008
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 459180, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.DecisionTreeRegressor(1) on task Supervised Regression on data set NASA_PHM2008
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 229590, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.svm._classes.SVR(1) on task Supervised Regression on data set NASA_PHM2008
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 229590, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._base.LinearRegression(2) on task Supervised Regression on data set libras_move
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 3.7333, number_of_instances: 3600, root_mean_prior_squared_error: 4.3205,
Tan Zheng 4 years ago
ran flow sklearn.svm._classes.SVR(1) on task Supervised Regression on data set libras_move
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 3.7333, number_of_instances: 3600, root_mean_prior_squared_error: 4.3205,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._base.LinearRegression(2) on task Supervised Regression on data set delta_elevators
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.002, number_of_instances: 9517, root_mean_prior_squared_error: 0.0024,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.DecisionTreeRegressor(1) on task Supervised Regression on data set delta_elevators
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.002, number_of_instances: 9517, root_mean_prior_squared_error: 0.0024,
Tan Zheng 4 years ago
ran flow sklearn.svm._classes.SVR(1) on task Supervised Regression on data set delta_elevators
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.002, number_of_instances: 9517, root_mean_prior_squared_error: 0.0024,
Tan Zheng 4 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(2) on task Supervised Regression on data set delta_elevators
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.002, number_of_instances: 9517, root_mean_prior_squared_error: 0.0024,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._base.LinearRegression(2) on task Supervised Regression on data set cristalli
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.1809, number_of_instances: 32, root_mean_prior_squared_error: 0.2705,
Tan Zheng 4 years ago
ran flow sklearn.ensemble._forest.RandomForestRegressor(1) on task Supervised Regression on data set cristalli
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.1809, number_of_instances: 32, root_mean_prior_squared_error: 0.2705,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.ExtraTreeRegressor(1) on task Supervised Regression on data set NASA_PHM2008_1
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 45918, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.ensemble._forest.RandomForestRegressor(1) on task Supervised Regression on data set ERA
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 1.6358, number_of_instances: 1000, root_mean_prior_squared_error: 1.9819,
Tan Zheng 4 years ago
ran flow sklearn.svm._classes.SVR(1) on task Supervised Regression on data set topo_2_1
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.0202, number_of_instances: 8885, root_mean_prior_squared_error: 0.0298,
Tan Zheng 4 years ago
ran flow sklearn.ensemble._forest.RandomForestRegressor(1) on task Supervised Regression on data set topo_2_1
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.0202, number_of_instances: 8885, root_mean_prior_squared_error: 0.0298,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.ExtraTreeRegressor(1) on task Supervised Regression on data set NASA_PHM2008_1
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 45918, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._base.LinearRegression(2) on task Supervised Regression on data set NASA_PHM2008_1
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 45918, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.DecisionTreeRegressor(1) on task Supervised Regression on data set NASA_PHM2008_1
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 45918, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._base.LinearRegression(2) on task Supervised Regression on data set NASA_PHM2008
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 45918, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.ensemble._forest.RandomForestRegressor(1) on task Supervised Regression on data set libras_move
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 3.7333, number_of_instances: 3600, root_mean_prior_squared_error: 4.3205,
Tan Zheng 4 years ago
ran flow sklearn.svm._classes.SVR(1) on task Supervised Regression on data set cristalli
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.1809, number_of_instances: 32, root_mean_prior_squared_error: 0.2705,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._base.LinearRegression(2) on task Supervised Regression on data set ERA
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 1.6358, number_of_instances: 1000, root_mean_prior_squared_error: 1.9819,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.DecisionTreeRegressor(1) on task Supervised Regression on data set ERA
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 1.6358, number_of_instances: 1000, root_mean_prior_squared_error: 1.9819,
Tan Zheng 4 years ago
ran flow sklearn.svm._classes.SVR(1) on task Supervised Regression on data set ERA
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 1.6358, number_of_instances: 1000, root_mean_prior_squared_error: 1.9819,
Tan Zheng 4 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(2) on task Supervised Regression on data set ERA
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 1.6358, number_of_instances: 1000, root_mean_prior_squared_error: 1.9819,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._base.LinearRegression(2) on task Supervised Regression on data set mbagrade
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.2571, number_of_instances: 61, root_mean_prior_squared_error: 0.3261,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._base.LinearRegression(2) on task Supervised Regression on data set topo_2_1
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.0202, number_of_instances: 8885, root_mean_prior_squared_error: 0.0298,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.DecisionTreeRegressor(1) on task Supervised Regression on data set topo_2_1
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.0202, number_of_instances: 8885, root_mean_prior_squared_error: 0.0298,
Tan Zheng 4 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(2) on task Supervised Regression on data set topo_2_1
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.0202, number_of_instances: 8885, root_mean_prior_squared_error: 0.0298,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(12) on task Supervised Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.8805, kappa: 0.8757, kb_relative_information_score: 0.8789, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8805, number_of_instances: 20000, precision: 0.8807, predictive_accuracy: 0.8805, prior_entropy: 4.6998, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.4987, unweighted_recall: 0.8802,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._base.LinearRegression(2) on task Supervised Regression on data set NASA_PHM2008
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 229590, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.ensemble._forest.RandomForestRegressor(1) on task Supervised Regression on data set NASA_PHM2008
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 229590, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(2) on task Supervised Regression on data set NASA_PHM2008
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 57.2447, number_of_instances: 45918, root_mean_prior_squared_error: 68.4198,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.DecisionTreeRegressor(1) on task Supervised Regression on data set libras_move
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 3.7333, number_of_instances: 3600, root_mean_prior_squared_error: 4.3205,
Tan Zheng 4 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(2) on task Supervised Regression on data set libras_move
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 3.7333, number_of_instances: 3600, root_mean_prior_squared_error: 4.3205,
Tan Zheng 4 years ago
ran flow sklearn.ensemble._forest.RandomForestRegressor(1) on task Supervised Regression on data set delta_elevators
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.002, number_of_instances: 9517, root_mean_prior_squared_error: 0.0024,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.DecisionTreeRegressor(1) on task Supervised Regression on data set cristalli
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.1809, number_of_instances: 32, root_mean_prior_squared_error: 0.2705,
Tan Zheng 4 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(2) on task Supervised Regression on data set cristalli
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.1809, number_of_instances: 32, root_mean_prior_squared_error: 0.2705,
Tan Zheng 4 years ago
ran flow sklearn.tree._classes.DecisionTreeRegressor(1) on task Supervised Regression on data set mbagrade
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.2571, number_of_instances: 61, root_mean_prior_squared_error: 0.3261,
Tan Zheng 4 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(2) on task Supervised Regression on data set mbagrade
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.2571, number_of_instances: 61, root_mean_prior_squared_error: 0.3261,
Tan Zheng 4 years ago
ran flow sklearn.linear_model._logistic.LogisticRegression(5) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.7908, kappa: 0.6772, kb_relative_information_score: 0.6959, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.3857, weighted_recall: 0.8204, number_of_instances: 206, precision: 0.8484, predictive_accuracy: 0.8204, prior_entropy: 1.3777, relative_absolute_error: 0.3256, root_mean_prior_squared_error: 0.4424, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.5735, unweighted_recall: 0.6348,
Tan Zheng 4 years ago
ran flow sklearn.ensemble._forest.RandomForestClassifier(6) on task Supervised Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9421, kappa: 0.9396, kb_relative_information_score: 0.9142, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.074, weighted_recall: 0.9419, number_of_instances: 20000, precision: 0.9429, predictive_accuracy: 0.9419, prior_entropy: 4.6998, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0697, root_relative_squared_error: 0.3625, unweighted_recall: 0.9416,
Tan Zheng 4 years ago
ran flow sklearn.neighbors._classification.KNeighborsClassifier(6) on task Supervised Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 0.9749, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, weighted_recall: 0.9765, number_of_instances: 2000, precision: 0.9768, predictive_accuracy: 0.9765, prior_entropy: 3.3219, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.1971, unweighted_recall: 0.9765,
Tan Zheng 4 years ago
ran flow sklearn.pipeline.Pipeline(impu ... ses.DecisionTreeClassifier)(9) on task Supervised Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9615, kappa: 0.9571, kb_relative_information_score: 0.9597, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, weighted_recall: 0.9614, number_of_instances: 10992, precision: 0.9616, predictive_accuracy: 0.9614, prior_entropy: 3.3208, relative_absolute_error: 0.0429, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.2928, unweighted_recall: 0.9615,
Tan Zheng 4 years ago
ran flow sklearn.pipeline.Pipeline(impu ... ses.DecisionTreeClassifier)(9) on task Supervised Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9615, kappa: 0.9571, kb_relative_information_score: 0.9597, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, weighted_recall: 0.9614, number_of_instances: 10992, precision: 0.9616, predictive_accuracy: 0.9614, prior_entropy: 3.3208, relative_absolute_error: 0.0429, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.2928, unweighted_recall: 0.9615,