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William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.643, f_measure: 0.3271, kappa: 0.2404, kb_relative_information_score: 27.0556, mean_absolute_error: 0.2371, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3133, predictive_accuracy: 0.3774, prior_entropy: 2.5667, recall: 0.3774, relative_absolute_error: 0.8582, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3769, root_relative_squared_error: 1.0143,
William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, f_measure: 0.4607, kappa: 0.3697, kb_relative_information_score: 30.7138, mean_absolute_error: 0.2276, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4567, predictive_accuracy: 0.4811, prior_entropy: 2.5667, recall: 0.4811, relative_absolute_error: 0.8238, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3391, root_relative_squared_error: 0.9124,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7524, f_measure: 0.3358, kappa: 0.2054, kb_relative_information_score: 32.6126, mean_absolute_error: 0.2163, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3364, predictive_accuracy: 0.3396, prior_entropy: 2.5667, recall: 0.3396, relative_absolute_error: 0.783, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3663, root_relative_squared_error: 0.9857,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6181, f_measure: 0.338, kappa: 0.2086, kb_relative_information_score: 28.4384, mean_absolute_error: 0.2234, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3453, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.8085, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4367, root_relative_squared_error: 1.1751,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5921, f_measure: 0.2386, kappa: 0.1903, kb_relative_information_score: 15.2716, mean_absolute_error: 0.2612, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.1877, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.9455, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.9858,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5921, f_measure: 0.2386, kappa: 0.1903, kb_relative_information_score: 15.2716, mean_absolute_error: 0.2612, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.1877, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.9455, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.9858,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7511, f_measure: 0.4689, kappa: 0.3825, kb_relative_information_score: 40.1641, mean_absolute_error: 0.1994, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4558, predictive_accuracy: 0.4906, prior_entropy: 2.5667, recall: 0.4906, relative_absolute_error: 0.7217, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.9541,
Random Bot 9 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6689, f_measure: 0.4394, kappa: 0.3359, kb_relative_information_score: 40.8685, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.433, predictive_accuracy: 0.4528, prior_entropy: 2.5667, recall: 0.4528, relative_absolute_error: 0.6602, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4271, root_relative_squared_error: 1.1492,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.4689, kappa: 0.3825, kb_relative_information_score: 40.2203, mean_absolute_error: 0.1995, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4558, predictive_accuracy: 0.4906, prior_entropy: 2.5667, recall: 0.4906, relative_absolute_error: 0.7222, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3543, root_relative_squared_error: 0.9535,
William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6181, f_measure: 0.338, kappa: 0.2086, kb_relative_information_score: 28.4384, mean_absolute_error: 0.2234, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3453, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.8085, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4367, root_relative_squared_error: 1.1751,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.643, f_measure: 0.3271, kappa: 0.2404, kb_relative_information_score: 27.0556, mean_absolute_error: 0.2371, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3133, predictive_accuracy: 0.3774, prior_entropy: 2.5667, recall: 0.3774, relative_absolute_error: 0.8582, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3769, root_relative_squared_error: 1.0143,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6771, f_measure: 0.348, kappa: 0.2415, kb_relative_information_score: 19.6534, mean_absolute_error: 0.2553, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3434, predictive_accuracy: 0.3774, prior_entropy: 2.5667, recall: 0.3774, relative_absolute_error: 0.9242, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.359, root_relative_squared_error: 0.9661,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7495, f_measure: 0.4812, kappa: 0.3913, kb_relative_information_score: 37.9678, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4909, predictive_accuracy: 0.5, prior_entropy: 2.5667, recall: 0.5, relative_absolute_error: 0.7484, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3514, root_relative_squared_error: 0.9457,
Random Bot 9 years ago
ran flow classif.svm(9) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5012, f_measure: 0.1345, kappa: 0.0037, kb_relative_information_score: 11.5424, mean_absolute_error: 0.2642, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2287, predictive_accuracy: 0.2075, prior_entropy: 2.5667, recall: 0.2075, relative_absolute_error: 0.9561, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.514, root_relative_squared_error: 1.383,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7149, f_measure: 0.428, kappa: 0.3369, kb_relative_information_score: 34.5709, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4146, predictive_accuracy: 0.4528, prior_entropy: 2.5667, recall: 0.4528, relative_absolute_error: 0.8091, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3552, root_relative_squared_error: 0.9558,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.2689, kappa: 0.2152, kb_relative_information_score: 8.6167, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3418, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.9693, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.979,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.2689, kappa: 0.2152, kb_relative_information_score: 8.6167, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3418, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.9693, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.979,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4492, f_measure: 0.0922, kappa: -0.0107, kb_relative_information_score: 0.416, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.0775, predictive_accuracy: 0.1981, prior_entropy: 2.5667, recall: 0.1981, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.372, root_relative_squared_error: 1.0011,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4492, f_measure: 0.0922, kappa: -0.0107, kb_relative_information_score: 0.416, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.0775, predictive_accuracy: 0.1981, prior_entropy: 2.5667, recall: 0.1981, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.372, root_relative_squared_error: 1.0011,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.2198, kappa: 0.1873, kb_relative_information_score: 14.1355, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.1851, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.9465, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3766, root_relative_squared_error: 1.0134,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4492, f_measure: 0.0922, kappa: -0.0107, kb_relative_information_score: 0.416, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.0775, predictive_accuracy: 0.1981, prior_entropy: 2.5667, recall: 0.1981, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.372, root_relative_squared_error: 1.0011,
Casey Davis 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6929, f_measure: 0.3753, kappa: 0.2571, kb_relative_information_score: 27.9931, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3706, predictive_accuracy: 0.3868, prior_entropy: 2.5667, recall: 0.3868, relative_absolute_error: 0.829, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3727, root_relative_squared_error: 1.0029, scimark_benchmark: 1254.1389, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Casey Davis 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6181, f_measure: 0.338, kappa: 0.2086, kb_relative_information_score: 28.4384, mean_absolute_error: 0.2234, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3453, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.8085, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4367, root_relative_squared_error: 1.1751, scimark_benchmark: 473.1656, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Casey Davis 9 years ago
ran flow weka.DecisionStump(5) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5054, f_measure: 0.2122, kappa: 0.2072, kb_relative_information_score: 14.4532, mean_absolute_error: 0.258, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.1492, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.934, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3634, root_relative_squared_error: 0.9779, scimark_benchmark: 479.2609,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.2689, kappa: 0.2152, kb_relative_information_score: 8.6167, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3418, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.9693, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.979,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.2689, kappa: 0.2152, kb_relative_information_score: 8.6167, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3418, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.9693, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.979,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.2689, kappa: 0.2152, kb_relative_information_score: 8.6167, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3418, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.9693, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.979,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.2689, kappa: 0.2152, kb_relative_information_score: 8.6167, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3418, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.9693, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.979,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.2689, kappa: 0.2152, kb_relative_information_score: 8.6167, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3418, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.9693, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.979,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 27.717, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.967,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Casey Davis 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6551, f_measure: 0.3215, kappa: 0.1894, kb_relative_information_score: 28.5214, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3258, predictive_accuracy: 0.3302, prior_entropy: 2.5667, recall: 0.3302, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4269, root_relative_squared_error: 1.1488, scimark_benchmark: 1237.8253, usercpu_time_millis: 220, usercpu_time_millis_training: 220,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.2198, kappa: 0.1873, kb_relative_information_score: 14.1355, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.1851, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.9465, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3766, root_relative_squared_error: 1.0134,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4492, f_measure: 0.0922, kappa: -0.0107, kb_relative_information_score: 0.416, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.0775, predictive_accuracy: 0.1981, prior_entropy: 2.5667, recall: 0.1981, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.372, root_relative_squared_error: 1.0011,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.2198, kappa: 0.1873, kb_relative_information_score: 14.1355, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.1851, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.9465, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3766, root_relative_squared_error: 1.0134,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4492, f_measure: 0.0922, kappa: -0.0107, kb_relative_information_score: 0.416, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.0775, predictive_accuracy: 0.1981, prior_entropy: 2.5667, recall: 0.1981, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.372, root_relative_squared_error: 1.0011,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.2689, kappa: 0.2152, kb_relative_information_score: 8.6167, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3418, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.9693, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.979,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 19.2289, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.9406,
Casey Davis 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.751, f_measure: 0.4689, kappa: 0.3825, kb_relative_information_score: 40.1002, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4558, predictive_accuracy: 0.4906, prior_entropy: 2.5667, recall: 0.4906, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3548, root_relative_squared_error: 0.9546, scimark_benchmark: 473.1656, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Rafael Gomes Mantovani 9 years ago
ran flow classif.saeDNN(3) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4947, f_measure: 0.0922, kappa: -0.0107, kb_relative_information_score: 10.2196, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.0775, predictive_accuracy: 0.1981, prior_entropy: 2.5667, recall: 0.1981, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.517, root_relative_squared_error: 1.3912, usercpu_time_millis: 0.127, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.11,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6758, f_measure: 0.4639, kappa: 0.3505, kb_relative_information_score: 42.5807, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4676, predictive_accuracy: 0.4623, prior_entropy: 2.5667, recall: 0.4623, relative_absolute_error: 0.6488, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4234, root_relative_squared_error: 1.1393, usercpu_time_millis: 17.098, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 17.021,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6347, f_measure: 0.3454, kappa: 0.2681, kb_relative_information_score: 34.1998, mean_absolute_error: 0.1981, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3564, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.7171, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4451, root_relative_squared_error: 1.1977, usercpu_time_millis: 7.306, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 7.074,
Rafael Gomes Mantovani 9 years ago
ran flow classif.extraTrees(3) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6728, f_measure: 0.4392, kappa: 0.3452, kb_relative_information_score: 41.8821, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4332, predictive_accuracy: 0.4623, prior_entropy: 2.5667, recall: 0.4623, relative_absolute_error: 0.6488, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4234, root_relative_squared_error: 1.1393, usercpu_time_millis: 0.859, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 0.777,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5792, f_measure: 0.3056, kappa: 0.1589, kb_relative_information_score: 24.2407, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3202, predictive_accuracy: 0.3019, prior_entropy: 2.5667, recall: 0.3019, relative_absolute_error: 0.8423, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4824, root_relative_squared_error: 1.2981, usercpu_time_millis: 1.594, usercpu_time_millis_testing: 0.574, usercpu_time_millis_training: 1.02,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6055, f_measure: 0.338, kappa: 0.2086, kb_relative_information_score: 28.4949, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3453, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.7854, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4658, root_relative_squared_error: 1.2535, usercpu_time_millis: 1.888, usercpu_time_millis_testing: 0.658, usercpu_time_millis_training: 1.23,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6033, f_measure: 0.2817, kappa: 0.2067, kb_relative_information_score: 28.8192, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2624, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4624, root_relative_squared_error: 1.2444, usercpu_time_millis: 1.869, usercpu_time_millis_testing: 0.517, usercpu_time_millis_training: 1.352,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6342, f_measure: 0.3763, kappa: 0.2664, kb_relative_information_score: 34.1575, mean_absolute_error: 0.2013, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3689, predictive_accuracy: 0.3962, prior_entropy: 2.5667, recall: 0.3962, relative_absolute_error: 0.7285, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4486, root_relative_squared_error: 1.2072, usercpu_time_millis: 1.143, usercpu_time_millis_testing: 0.632, usercpu_time_millis_training: 0.511,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL1LogReg(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6118, f_measure: 0.3278, kappa: 0.2215, kb_relative_information_score: 29.828, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3147, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4624, root_relative_squared_error: 1.2444, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.007, usercpu_time_millis_training: 0.113,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6118, f_measure: 0.3278, kappa: 0.2215, kb_relative_information_score: 29.828, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3147, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4624, root_relative_squared_error: 1.2444, usercpu_time_millis: 0.046, usercpu_time_millis_testing: 0.008, usercpu_time_millis_training: 0.038,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.3486, kappa: 0.2257, kb_relative_information_score: 30.0786, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3418, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4624, root_relative_squared_error: 1.2444, usercpu_time_millis: 1.036, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.97,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5281, f_measure: 0.1677, kappa: 0.0539, kb_relative_information_score: 14.6183, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.1384, predictive_accuracy: 0.2358, prior_entropy: 2.5667, recall: 0.2358, relative_absolute_error: 0.922, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.5047, root_relative_squared_error: 1.3581, usercpu_time_millis: 0.286, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.232,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnTrain(3) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5377, f_measure: 0.1643, kappa: 0.0758, kb_relative_information_score: 17.5847, mean_absolute_error: 0.2453, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2746, predictive_accuracy: 0.2642, prior_entropy: 2.5667, recall: 0.2642, relative_absolute_error: 0.8878, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4953, root_relative_squared_error: 1.3327, usercpu_time_millis: 0.082, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.064,
Rafael Gomes Mantovani 9 years ago
ran flow classif.qda(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6384, f_measure: 0.4094, kappa: 0.2775, kb_relative_information_score: 35.7309, mean_absolute_error: 0.1981, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4347, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.7171, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4451, root_relative_squared_error: 1.1977, usercpu_time_millis: 0.152, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.113,
Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(5) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.462, kappa: 0.3772, kb_relative_information_score: 44.9125, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4783, predictive_accuracy: 0.4906, prior_entropy: 2.5667, recall: 0.4906, relative_absolute_error: 0.6146, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4121, root_relative_squared_error: 1.1089, usercpu_time_millis: 0.174, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.14,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6716, f_measure: 0.4276, kappa: 0.3433, kb_relative_information_score: 41.6902, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4373, predictive_accuracy: 0.4623, prior_entropy: 2.5667, recall: 0.4623, relative_absolute_error: 0.6488, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4234, root_relative_squared_error: 1.1393, usercpu_time_millis: 0.524, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.35,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6872, f_measure: 0.4608, kappa: 0.371, kb_relative_information_score: 44.0133, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4488, predictive_accuracy: 0.4811, prior_entropy: 2.5667, recall: 0.4811, relative_absolute_error: 0.626, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4159, root_relative_squared_error: 1.1191, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 0.126,
Rafael Gomes Mantovani 9 years ago
ran flow classif.PART(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6404, f_measure: 0.4063, kappa: 0.2801, kb_relative_information_score: 35.7074, mean_absolute_error: 0.1981, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4138, predictive_accuracy: 0.4057, prior_entropy: 2.5667, recall: 0.4057, relative_absolute_error: 0.7171, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4451, root_relative_squared_error: 1.1977, usercpu_time_millis: 1.228, usercpu_time_millis_testing: 0.471, usercpu_time_millis_training: 0.757,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mlp(5) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4935, f_measure: 0.1157, kappa: -0.0132, kb_relative_information_score: 9.4487, mean_absolute_error: 0.2704, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.0986, predictive_accuracy: 0.1887, prior_entropy: 2.5667, recall: 0.1887, relative_absolute_error: 0.9789, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.52, root_relative_squared_error: 1.3994, usercpu_time_millis: 3.196, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 2.866,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(42) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6906, f_measure: 0.471, kappa: 0.3803, kb_relative_information_score: 45.215, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4666, predictive_accuracy: 0.4906, prior_entropy: 2.5667, recall: 0.4906, relative_absolute_error: 0.6146, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4121, root_relative_squared_error: 1.1089, usercpu_time_millis: 0.985, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 0.724,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(38) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5936, f_measure: 0.2966, kappa: 0.1837, kb_relative_information_score: 26.0036, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2862, predictive_accuracy: 0.3302, prior_entropy: 2.5667, recall: 0.3302, relative_absolute_error: 0.8081, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4725, root_relative_squared_error: 1.2715, usercpu_time_millis: 0.144, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.105,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(3) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.663, f_measure: 0.4264, kappa: 0.3238, kb_relative_information_score: 39.6137, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4283, predictive_accuracy: 0.4434, prior_entropy: 2.5667, recall: 0.4434, relative_absolute_error: 0.6715, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4307, root_relative_squared_error: 1.1591, usercpu_time_millis: 1.621, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 1.435,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xyf(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5967, f_measure: 0.3299, kappa: 0.191, kb_relative_information_score: 26.8329, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3331, predictive_accuracy: 0.3302, prior_entropy: 2.5667, recall: 0.3302, relative_absolute_error: 0.8081, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4725, root_relative_squared_error: 1.2715, usercpu_time_millis: 0.342, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.322,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sparseLDA(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5299, f_measure: 0.1108, kappa: 0.0599, kb_relative_information_score: 15.2966, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.0772, predictive_accuracy: 0.2358, prior_entropy: 2.5667, recall: 0.2358, relative_absolute_error: 0.922, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.5047, root_relative_squared_error: 1.3581, usercpu_time_millis: 2.53, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 2.508,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(5) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6908, f_measure: 0.4745, kappa: 0.3809, kb_relative_information_score: 45.2741, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4775, predictive_accuracy: 0.4906, prior_entropy: 2.5667, recall: 0.4906, relative_absolute_error: 0.6146, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4121, root_relative_squared_error: 1.1089, usercpu_time_millis: 7.427, usercpu_time_millis_testing: 1.498, usercpu_time_millis_training: 5.929,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(3) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.629, f_measure: 0.3806, kappa: 0.2564, kb_relative_information_score: 33.2824, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3803, predictive_accuracy: 0.3868, prior_entropy: 2.5667, recall: 0.3868, relative_absolute_error: 0.7398, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4521, root_relative_squared_error: 1.2166, usercpu_time_millis: 0.362, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.342,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5941, f_measure: 0.2198, kappa: 0.1873, kb_relative_information_score: 26.9743, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.1851, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.7854, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4658, root_relative_squared_error: 1.2535, usercpu_time_millis: 0.476, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 0.398,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(3) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4947, f_measure: 0.0922, kappa: -0.0107, kb_relative_information_score: 10.2196, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.0775, predictive_accuracy: 0.1981, prior_entropy: 2.5667, recall: 0.1981, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.517, root_relative_squared_error: 1.3912, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.085,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6085, f_measure: 0.2934, kappa: 0.2135, kb_relative_information_score: 28.8052, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2749, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4624, root_relative_squared_error: 1.2444, usercpu_time_millis: 0.513, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.468,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6349, f_measure: 0.3954, kappa: 0.2698, kb_relative_information_score: 34.9622, mean_absolute_error: 0.2013, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4009, predictive_accuracy: 0.3962, prior_entropy: 2.5667, recall: 0.3962, relative_absolute_error: 0.7285, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4486, root_relative_squared_error: 1.2072, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.007,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6255, f_measure: 0.3728, kappa: 0.2475, kb_relative_information_score: 32.1132, mean_absolute_error: 0.2075, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3694, predictive_accuracy: 0.3774, prior_entropy: 2.5667, recall: 0.3774, relative_absolute_error: 0.7512, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4556, root_relative_squared_error: 1.2259, usercpu_time_millis: 0.138, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.101,
Rafael Gomes Mantovani 9 years ago
ran flow classif.multinom(5) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.63, f_measure: 0.3753, kappa: 0.2571, kb_relative_information_score: 33.1439, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3706, predictive_accuracy: 0.3868, prior_entropy: 2.5667, recall: 0.3868, relative_absolute_error: 0.7398, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4521, root_relative_squared_error: 1.2166, usercpu_time_millis: 0.285, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.249,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5723, f_measure: 0.2729, kappa: 0.1436, kb_relative_information_score: 22.7272, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3, predictive_accuracy: 0.3019, prior_entropy: 2.5667, recall: 0.3019, relative_absolute_error: 0.8423, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4824, root_relative_squared_error: 1.2981, usercpu_time_millis: 1.11, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 0.703,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sda(5) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6218, f_measure: 0.3656, kappa: 0.239, kb_relative_information_score: 31.0847, mean_absolute_error: 0.2107, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3678, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.7626, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.459, root_relative_squared_error: 1.2352, usercpu_time_millis: 0.164, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.146,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6132, f_measure: 0.3462, kappa: 0.2234, kb_relative_information_score: 29.8275, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3452, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4624, root_relative_squared_error: 1.2444, usercpu_time_millis: 63.645, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 63.371,
Casey Davis 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4899, f_measure: 0.121, kappa: 0.0173, kb_relative_information_score: 4.3242, mean_absolute_error: 0.2758, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2716, predictive_accuracy: 0.1981, prior_entropy: 2.5667, recall: 0.1981, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3731, root_relative_squared_error: 1.004, scimark_benchmark: 1247.6272, usercpu_time_millis: 200, usercpu_time_millis_training: 200,
Casey Davis 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5607, f_measure: 0.3056, kappa: 0.1589, kb_relative_information_score: 23.7423, mean_absolute_error: 0.2354, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3202, predictive_accuracy: 0.3019, prior_entropy: 2.5667, recall: 0.3019, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4684, root_relative_squared_error: 1.2605, scimark_benchmark: 1205.6584, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Casey Davis 9 years ago
ran flow weka.SMO_NormalizedPolyKernel(1) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6602, f_measure: 0.2594, kappa: 0.1937, kb_relative_information_score: 19.4123, mean_absolute_error: 0.2558, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.252, predictive_accuracy: 0.3491, prior_entropy: 2.5667, recall: 0.3491, relative_absolute_error: 0.9257, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.9682, scimark_benchmark: 1245.4212, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
Casey Davis 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6388, f_measure: 0.3518, kappa: 0.234, kb_relative_information_score: 31.7369, mean_absolute_error: 0.2167, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3508, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.7843, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4181, root_relative_squared_error: 1.1251, scimark_benchmark: 1219.2428, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Casey Davis 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7511, f_measure: 0.4689, kappa: 0.3825, kb_relative_information_score: 40.1641, mean_absolute_error: 0.1994, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.4558, predictive_accuracy: 0.4906, prior_entropy: 2.5667, recall: 0.4906, relative_absolute_error: 0.7217, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.9541, scimark_benchmark: 1236.0294, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6126, f_measure: 0.3177, kappa: 0.2193, kb_relative_information_score: 28.9061, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.2976, predictive_accuracy: 0.3585, prior_entropy: 2.5667, recall: 0.3585, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.4624, root_relative_squared_error: 1.2444, usercpu_time_millis: 322.272, usercpu_time_millis_testing: 3.289, usercpu_time_millis_training: 318.983,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set breast-tissue
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6072, f_measure: 0.2689, kappa: 0.2152, kb_relative_information_score: 29.7398, mean_absolute_error: 0.2107, mean_prior_absolute_error: 0.2763, number_of_instances: 106, precision: 0.3418, predictive_accuracy: 0.3679, prior_entropy: 2.5667, recall: 0.3679, relative_absolute_error: 0.7626, root_mean_prior_squared_error: 0.3716, root_mean_squared_error: 0.459, root_relative_squared_error: 1.2352, usercpu_time_millis: 1.311, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 1.141,