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KANKAN LAN 6 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(33) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9791, kappa: 0.9543, kb_relative_information_score: 181.013, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9799, predictive_accuracy: 0.9793, prior_entropy: 0.9418, recall: 0.9793, relative_absolute_error: 0.0631, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.135, root_relative_squared_error: 0.2818,
Jan van Rijn 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9844, kappa: 0.9658, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9848, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 855.9714, usercpu_time_millis: 4140, usercpu_time_millis_testing: 1390, usercpu_time_millis_training: 2750,
Jan van Rijn 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9844, kappa: 0.9658, kb_relative_information_score: 163.1629, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9848, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.1878, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.295, scimark_benchmark: 1026.9183, usercpu_time_millis: 1150, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 1110,
Jan van Rijn 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 181.8005, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.061, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.2126, scimark_benchmark: 1348.6852, usercpu_time_millis: 4630, usercpu_time_millis_testing: 4620, usercpu_time_millis_training: 10,
Jan van Rijn 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9742, kappa: 0.9441, kb_relative_information_score: 177.6392, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9748, predictive_accuracy: 0.9741, prior_entropy: 0.9418, recall: 0.9741, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.2554, scimark_benchmark: 1032.9849, usercpu_time_millis: 7100, usercpu_time_millis_testing: 7100,
Jan van Rijn 9 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 1207.2694, usercpu_time_millis: 290, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 220,
Jan van Rijn 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9896, kappa: 0.9774, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 1477.3117, usercpu_time_millis: 350, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 340,
Jan van Rijn 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.8003, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0352, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.2607, scimark_benchmark: 982.3772, usercpu_time_millis: 155290, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 155220,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(4) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9896, kappa: 0.9774, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 1260.2429, usercpu_time_millis: 18800, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 18780,
Jan van Rijn 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 187.2681, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.2127, scimark_benchmark: 988.0679, usercpu_time_millis: 410, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 400,
Jan van Rijn 9 years ago
ran flow weka.JRip(5) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 875.7069, usercpu_time_millis: 1650, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1640,
Jan van Rijn 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.974, kappa: 0.9431, kb_relative_information_score: 181.4969, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9743, predictive_accuracy: 0.9741, prior_entropy: 0.9418, recall: 0.9741, relative_absolute_error: 0.0563, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.161, root_relative_squared_error: 0.3358, scimark_benchmark: 842.3341, usercpu_time_millis: 3060, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 2930,
Jan van Rijn 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9844, kappa: 0.9658, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9848, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 956.2196, usercpu_time_millis: 2190, usercpu_time_millis_testing: 1720, usercpu_time_millis_training: 470,
Jan van Rijn 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, f_measure: 0.5026, kb_relative_information_score: -6.5072, mean_absolute_error: 0.468, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 1.0179, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.4803, root_relative_squared_error: 1.0022, scimark_benchmark: 1205.0172, usercpu_time_millis: 138690, usercpu_time_millis_testing: 26130, usercpu_time_millis_training: 112560,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 187.2681, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.2127, scimark_benchmark: 961.4559, usercpu_time_millis: 23440, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 23420,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_AdaBoostM1(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 1306.5762, usercpu_time_millis: 1020, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1010,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_IBk(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 191.0619, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9418, recall: 1, relative_absolute_error: 0.0124, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0057, root_relative_squared_error: 0.0119, scimark_benchmark: 1110.6733, usercpu_time_millis: 3370, usercpu_time_millis_testing: 2700, usercpu_time_millis_training: 670,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_J48(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9896, kappa: 0.9774, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 850.836, usercpu_time_millis: 1420, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1410,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... teEval_Ranker_HoeffdingTree(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 190.499, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1502, scimark_benchmark: 1145.6887, usercpu_time_millis: 5820, usercpu_time_millis_testing: 1430, usercpu_time_millis_training: 4390,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... uteEval_Ranker_RandomForest(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9844, kappa: 0.9658, kb_relative_information_score: 168.5032, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9848, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.2687, scimark_benchmark: 1189.1478, usercpu_time_millis: 1770, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1750,
Martijn Post 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5026, kb_relative_information_score: 37.4644, mean_absolute_error: 0.3575, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.5979, root_relative_squared_error: 1.2476, scimark_benchmark: 1665.974, usercpu_time_millis: 144187.5, usercpu_time_millis_testing: 39656.25, usercpu_time_millis_training: 104531.25,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_AdaBoostM1(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 1277.5805, usercpu_time_millis: 1300, usercpu_time_millis_training: 1300,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... Ranker_MultilayerPerceptron(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5086, f_measure: 0.5026, kb_relative_information_score: -5.2039, mean_absolute_error: 0.4663, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 1.0142, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.4799, root_relative_squared_error: 1.0012, scimark_benchmark: 1069.951, usercpu_time_millis: 296570, usercpu_time_millis_testing: 75460, usercpu_time_millis_training: 221110,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_SGD(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.974, kappa: 0.9431, kb_relative_information_score: 181.4969, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9743, predictive_accuracy: 0.9741, prior_entropy: 0.9418, recall: 0.9741, relative_absolute_error: 0.0563, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.161, root_relative_squared_error: 0.3358, scimark_benchmark: 1144.903, usercpu_time_millis: 6110, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 5990,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ttributeEval_Ranker_REPTree(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.0176, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.041, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.2604, scimark_benchmark: 925.0673, usercpu_time_millis: 1460, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1450,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ioAttributeEval_Ranker_JRip(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9792, kappa: 0.9546, kb_relative_information_score: 183.7475, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9794, predictive_accuracy: 0.9793, prior_entropy: 0.9418, recall: 0.9793, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.144, root_relative_squared_error: 0.3004, scimark_benchmark: 1029.6317, usercpu_time_millis: 2490, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2470,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... Ranker_MultilayerPerceptron(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.5026, kb_relative_information_score: -5.994, mean_absolute_error: 0.4674, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 1.0164, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.4801, root_relative_squared_error: 1.0017, scimark_benchmark: 1115.097, usercpu_time_millis: 203110, usercpu_time_millis_testing: 46190, usercpu_time_millis_training: 156920,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tributeEval_Ranker_Logistic(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.8004, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0352, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.2607, scimark_benchmark: 861.5157, usercpu_time_millis: 106820, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 106740,
Jan van Rijn 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 191.0619, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9418, recall: 1, relative_absolute_error: 0.0124, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0057, root_relative_squared_error: 0.0119, scimark_benchmark: 1038.8443, usercpu_time_millis: 3030, usercpu_time_millis_testing: 3020, usercpu_time_millis_training: 10,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_NaiveBayes(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 190.499, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1502, scimark_benchmark: 1270.614, usercpu_time_millis: 2580, usercpu_time_millis_testing: 1550, usercpu_time_millis_training: 1030,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_SGD(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.974, kappa: 0.9431, kb_relative_information_score: 181.4969, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9743, predictive_accuracy: 0.9741, prior_entropy: 0.9418, recall: 0.9741, relative_absolute_error: 0.0563, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.161, root_relative_squared_error: 0.3358, scimark_benchmark: 1078.7657, usercpu_time_millis: 4820, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 4760,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_IBk(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 191.0619, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9418, recall: 1, relative_absolute_error: 0.0124, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0057, root_relative_squared_error: 0.0119, scimark_benchmark: 1286.5154, usercpu_time_millis: 2900, usercpu_time_millis_testing: 2190, usercpu_time_millis_training: 710,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tributeEval_Ranker_Logistic(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.8004, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0352, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.2607, scimark_benchmark: 1307.7134, usercpu_time_millis: 84230, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 84190,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_SMO(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 1342.1488, usercpu_time_millis: 980, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 900,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_NaiveBayes(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 190.499, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1502, scimark_benchmark: 1285.975, usercpu_time_millis: 2290, usercpu_time_millis_testing: 1210, usercpu_time_millis_training: 1080,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_SMO(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 1238.6304, usercpu_time_millis: 1390, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 1300,
Jan van Rijn 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9794, kappa: 0.9555, kb_relative_information_score: 183.9926, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9804, predictive_accuracy: 0.9793, prior_entropy: 0.9418, recall: 0.9793, relative_absolute_error: 0.0454, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.1988, scimark_benchmark: 1238.6329, usercpu_time_millis: 4140, usercpu_time_millis_testing: 4140,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... st_AdaBoostM1_DecisionStump(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 1159.4986, usercpu_time_millis: 15790, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 15780,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... fsSubsetEval_BestFirst_JRip(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 1101.3705, usercpu_time_millis: 16250, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 16240,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 188.829, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0235, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.1498, scimark_benchmark: 1254.4868, usercpu_time_millis: 13630, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 13600,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 190.499, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1502, scimark_benchmark: 1313.6321, usercpu_time_millis: 19300, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 19270,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 190.499, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1502, scimark_benchmark: 1524.7006, usercpu_time_millis: 11900, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 11880,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... Eval_BestFirst_RandomForest(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9844, kappa: 0.9658, kb_relative_information_score: 178.1529, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9848, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0896, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.2348, scimark_benchmark: 1384.0819, usercpu_time_millis: 15470, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 15460,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... bsetEval_BestFirst_Logistic(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9845, kappa: 0.9663, kb_relative_information_score: 185.9966, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.2601, scimark_benchmark: 1226.8266, usercpu_time_millis: 15020, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 15010,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tFirst_MultilayerPerceptron(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 187.8326, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0308, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.1504, scimark_benchmark: 1135.7191, usercpu_time_millis: 17510, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 17500,
Jan van Rijn 9 years ago
ran flow weka.AdaBoostM1_DecisionStump(14) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 835.8485, usercpu_time_millis: 320, usercpu_time_millis_training: 320,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... al_BestFirst_SMO_PolyKernel(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 190.499, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1502, scimark_benchmark: 1415.9203, usercpu_time_millis: 14070, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 14060,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 190.499, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1502, scimark_benchmark: 1353.9643, usercpu_time_millis: 14640, usercpu_time_millis_training: 14640,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 189.5053, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0181, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0744, root_relative_squared_error: 0.1553, scimark_benchmark: 1101.187, usercpu_time_millis: 15900, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 15830,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 189.1386, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0761, root_relative_squared_error: 0.1589, scimark_benchmark: 1390.5634, usercpu_time_millis: 22630, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 22580,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 189.6604, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0174, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.1499, scimark_benchmark: 1373.0653, usercpu_time_millis: 18290, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 18250,
Jan van Rijn 9 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 1374.8031, usercpu_time_millis: 6130, usercpu_time_millis_testing: 3000, usercpu_time_millis_training: 3130,
Jan van Rijn 9 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 1622.9129, usercpu_time_millis: 6700, usercpu_time_millis_testing: 3240, usercpu_time_millis_training: 3460,
Jan van Rijn 9 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5026, kb_relative_information_score: 37.4644, mean_absolute_error: 0.3575, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.5979, root_relative_squared_error: 1.2476, scimark_benchmark: 1387.679, usercpu_time_millis: 16470, usercpu_time_millis_testing: 7210, usercpu_time_millis_training: 9260,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... teEval_Ranker_HoeffdingTree(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9948, kappa: 0.9887, kb_relative_information_score: 190.499, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9418, recall: 0.9948, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1502, scimark_benchmark: 802.4747, usercpu_time_millis: 6810, usercpu_time_millis_testing: 1230, usercpu_time_millis_training: 5580,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... inAttributeEval_Ranker_JRip(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9844, kappa: 0.9658, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9848, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 824.5008, usercpu_time_millis: 2710, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2670,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_J48(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9896, kappa: 0.9774, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124, scimark_benchmark: 640.6883, usercpu_time_millis: 1380, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 1330,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... uteEval_Ranker_RandomForest(2) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9844, kappa: 0.9658, kb_relative_information_score: 168.9187, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9848, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.1526, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1216, root_relative_squared_error: 0.2537, scimark_benchmark: 753.5779, usercpu_time_millis: 1980, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1960,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ttributeEval_Ranker_REPTree(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 187.2681, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.2127, scimark_benchmark: 533.5647, usercpu_time_millis: 1140, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1120,
Jan van Rijn 9 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5026, kb_relative_information_score: 37.4644, mean_absolute_error: 0.3575, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.5979, root_relative_squared_error: 1.2476, scimark_benchmark: 1638.3187, usercpu_time_millis: 9090, usercpu_time_millis_testing: 4690, usercpu_time_millis_training: 4400,
Martijn Post 9 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 1922.3298, usercpu_time_millis: 5625, usercpu_time_millis_testing: 2671.875, usercpu_time_millis_training: 2953.125,
Martijn Post 9 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5026, kb_relative_information_score: 37.4644, mean_absolute_error: 0.3575, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.5979, root_relative_squared_error: 1.2476, scimark_benchmark: 1280.301, usercpu_time_millis: 15453.125, usercpu_time_millis_testing: 7578.125, usercpu_time_millis_training: 7875,
Martijn Post 9 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5026, kb_relative_information_score: 37.4644, mean_absolute_error: 0.3575, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.5979, root_relative_squared_error: 1.2476, scimark_benchmark: 1922.3298, usercpu_time_millis: 14078.125, usercpu_time_millis_testing: 7156.25, usercpu_time_millis_training: 6921.875,
Martijn Post 9 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601, scimark_benchmark: 1922.3298, usercpu_time_millis: 6218.75, usercpu_time_millis_testing: 2890.625, usercpu_time_millis_training: 3328.125,
Jan van Rijn 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.5026, kb_relative_information_score: -5.994, mean_absolute_error: 0.4674, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 1.0164, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.4801, root_relative_squared_error: 1.0017, scimark_benchmark: 1363.9303, usercpu_time_millis: 645430, usercpu_time_millis_testing: 26710, usercpu_time_millis_training: 618720,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.964, kappa: 0.9223, kb_relative_information_score: 176.4791, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9656, predictive_accuracy: 0.9637, prior_entropy: 0.9418, recall: 0.9637, relative_absolute_error: 0.0826, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.3973,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9793, kappa: 0.9552, kb_relative_information_score: 154.5219, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9796, predictive_accuracy: 0.9793, prior_entropy: 0.9418, recall: 0.9793, relative_absolute_error: 0.2273, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3699,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... r=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9739, kappa: 0.9427, kb_relative_information_score: 176.302, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9751, predictive_accuracy: 0.9741, prior_entropy: 0.9418, recall: 0.9741, relative_absolute_error: 0.0956, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1402, root_relative_squared_error: 0.2926,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... arn.svm.classes.LinearSVC))(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9844, kappa: 0.9661, kb_relative_information_score: 185.998, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9418, recall: 0.9845, relative_absolute_error: 0.0338, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.2601,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9792, kappa: 0.9546, kb_relative_information_score: 183.4615, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9794, predictive_accuracy: 0.9793, prior_entropy: 0.9418, recall: 0.9793, relative_absolute_error: 0.0472, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.2993,
Silvia Nunes 8 years ago
ran flow weka.AttributeSelectedClassifier_J48(2) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9896, kappa: 0.9774, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124,
Josep Pon Farreny 8 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(3) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 188.2485, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2124,
Josep Pon Farreny 8 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(13) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9896, kappa: 0.9773, kb_relative_information_score: 175.6126, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.9898, predictive_accuracy: 0.9896, prior_entropy: 0.9418, recall: 0.9896, relative_absolute_error: 0.1048, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.1228, root_relative_squared_error: 0.2562,
Josep Pon Farreny 8 years ago
ran flow sklearn.svm.classes.SVC(4) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4886, f_measure: 0.5026, kb_relative_information_score: 0.6421, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.4793, root_relative_squared_error: 1.0001,
Jan van Rijn 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set AP_Prostate_Uterus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5026, kb_relative_information_score: 37.4644, mean_absolute_error: 0.3575, mean_prior_absolute_error: 0.4598, number_of_instances: 193, precision: 0.4128, predictive_accuracy: 0.6425, prior_entropy: 0.9418, recall: 0.6425, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.4793, root_mean_squared_error: 0.5979, root_relative_squared_error: 1.2476,