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KANKAN LAN 6 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(33) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9611, kappa: 0.9112, kb_relative_information_score: 338.3569, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9613, predictive_accuracy: 0.9609, prior_entropy: 0.9085, recall: 0.9609, relative_absolute_error: 0.1154, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.3787,
Jan van Rijn 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9663, kappa: 0.9234, kb_relative_information_score: 308.1722, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9669, predictive_accuracy: 0.9661, prior_entropy: 0.9085, recall: 0.9661, relative_absolute_error: 0.2294, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.3623, scimark_benchmark: 1048.9315, usercpu_time_millis: 1820, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1790,
Jan van Rijn 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9715, kappa: 0.9352, kb_relative_information_score: 357.0571, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.972, predictive_accuracy: 0.9714, prior_entropy: 0.9085, recall: 0.9714, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.362, scimark_benchmark: 798.5179, usercpu_time_millis: 8830, usercpu_time_millis_testing: 2530, usercpu_time_millis_training: 6300,
Jan van Rijn 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9584, kappa: 0.9051, kb_relative_information_score: 342.5426, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9586, predictive_accuracy: 0.9583, prior_entropy: 0.9085, recall: 0.9583, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.3632, scimark_benchmark: 1308.1412, usercpu_time_millis: 23750, usercpu_time_millis_testing: 23750,
Jan van Rijn 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9663, kappa: 0.9231, kb_relative_information_score: 348.8236, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9665, predictive_accuracy: 0.9661, prior_entropy: 0.9085, recall: 0.9661, relative_absolute_error: 0.0881, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.151, root_relative_squared_error: 0.323, scimark_benchmark: 1285.7786, usercpu_time_millis: 17630, usercpu_time_millis_testing: 17630,
Jan van Rijn 9 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9792, kappa: 0.9526, kb_relative_information_score: 364.2928, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9793, predictive_accuracy: 0.9792, prior_entropy: 0.9085, recall: 0.9792, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.3087, scimark_benchmark: 1247.529, usercpu_time_millis: 580, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 460,
Jan van Rijn 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9688, kappa: 0.9285, kb_relative_information_score: 354.1012, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9688, predictive_accuracy: 0.9688, prior_entropy: 0.9085, recall: 0.9688, relative_absolute_error: 0.0734, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3714, scimark_benchmark: 1180.1836, usercpu_time_millis: 1090, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1070,
Jan van Rijn 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9689, kappa: 0.9294, kb_relative_information_score: 355.0881, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9696, predictive_accuracy: 0.9688, prior_entropy: 0.9085, recall: 0.9688, relative_absolute_error: 0.0704, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.3575, scimark_benchmark: 1292.8456, usercpu_time_millis: 860600, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 860540,
Jan van Rijn 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.9611, kappa: 0.9112, kb_relative_information_score: 345.7897, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9613, predictive_accuracy: 0.9609, prior_entropy: 0.9085, recall: 0.9609, relative_absolute_error: 0.0953, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4215, scimark_benchmark: 1145.9754, usercpu_time_millis: 11180, usercpu_time_millis_testing: 11170, usercpu_time_millis_training: 10,
Jan van Rijn 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9587, kappa: 0.9063, kb_relative_information_score: 330.7245, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9599, predictive_accuracy: 0.9583, prior_entropy: 0.9085, recall: 0.9583, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.4139, scimark_benchmark: 1076.0659, usercpu_time_millis: 850, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 770,
Jan van Rijn 9 years ago
ran flow weka.JRip(5) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.9531, kappa: 0.8928, kb_relative_information_score: 333.2102, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9531, predictive_accuracy: 0.9531, prior_entropy: 0.9085, recall: 0.9531, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.4584, scimark_benchmark: 895.4679, usercpu_time_millis: 7630, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 7600,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(4) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.9637, kappa: 0.9173, kb_relative_information_score: 349.4104, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9641, predictive_accuracy: 0.9635, prior_entropy: 0.9085, recall: 0.9635, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1883, root_relative_squared_error: 0.4027, scimark_benchmark: 1442.5851, usercpu_time_millis: 823490, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 823480,
Jan van Rijn 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9819, kappa: 0.9587, kb_relative_information_score: 366.7047, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9823, predictive_accuracy: 0.9818, prior_entropy: 0.9085, recall: 0.9818, relative_absolute_error: 0.0417, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.135, root_relative_squared_error: 0.2887, scimark_benchmark: 1002.8178, usercpu_time_millis: 6280, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 6200,
Jan van Rijn 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.9663, kappa: 0.9234, kb_relative_information_score: 352.2333, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9669, predictive_accuracy: 0.9661, prior_entropy: 0.9085, recall: 0.9661, relative_absolute_error: 0.0774, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.184, root_relative_squared_error: 0.3935, scimark_benchmark: 1083.5127, usercpu_time_millis: 3390, usercpu_time_millis_testing: 2640, usercpu_time_millis_training: 750,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9767, kappa: 0.947, kb_relative_information_score: 357.7466, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9772, predictive_accuracy: 0.9766, prior_entropy: 0.9085, recall: 0.9766, relative_absolute_error: 0.0656, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.3132, scimark_benchmark: 1462.804, usercpu_time_millis: 850830, usercpu_time_millis_testing: 340, usercpu_time_millis_training: 850490,
Jan van Rijn 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5097, f_measure: 0.5467, kb_relative_information_score: 22.9636, mean_absolute_error: 0.4107, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.4584, predictive_accuracy: 0.6771, prior_entropy: 0.9085, recall: 0.6771, relative_absolute_error: 0.9384, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0126, scimark_benchmark: 958.3704, usercpu_time_millis: 316600, usercpu_time_millis_testing: 83300, usercpu_time_millis_training: 233300,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9715, kappa: 0.9352, kb_relative_information_score: 357.0571, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.972, predictive_accuracy: 0.9714, prior_entropy: 0.9085, recall: 0.9714, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.362, scimark_benchmark: 1317.0574, usercpu_time_millis: 934010, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 933930,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_AdaBoostM1(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9767, kappa: 0.947, kb_relative_information_score: 361.881, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9772, predictive_accuracy: 0.9766, prior_entropy: 0.9085, recall: 0.9766, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.3274, scimark_benchmark: 1457.2481, usercpu_time_millis: 131430, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 131410,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_IBk(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.9611, kappa: 0.9112, kb_relative_information_score: 345.7897, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9613, predictive_accuracy: 0.9609, prior_entropy: 0.9085, recall: 0.9609, relative_absolute_error: 0.0953, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4215, scimark_benchmark: 686.8962, usercpu_time_millis: 10440, usercpu_time_millis_testing: 8640, usercpu_time_millis_training: 1800,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_J48(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9688, kappa: 0.9288, kb_relative_information_score: 354.0867, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9689, predictive_accuracy: 0.9688, prior_entropy: 0.9085, recall: 0.9688, relative_absolute_error: 0.0734, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3714, scimark_benchmark: 1171.4728, usercpu_time_millis: 2930, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2910,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... teEval_Ranker_HoeffdingTree(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9741, kappa: 0.9409, kb_relative_information_score: 359.469, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9744, predictive_accuracy: 0.974, prior_entropy: 0.9085, recall: 0.974, relative_absolute_error: 0.0595, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3451, scimark_benchmark: 1196.8175, usercpu_time_millis: 8590, usercpu_time_millis_testing: 2220, usercpu_time_millis_training: 6370,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... uteEval_Ranker_RandomForest(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9637, kappa: 0.9173, kb_relative_information_score: 312.9151, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9641, predictive_accuracy: 0.9635, prior_entropy: 0.9085, recall: 0.9635, relative_absolute_error: 0.2155, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.351, scimark_benchmark: 1034.3134, usercpu_time_millis: 3910, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 3870,
Martijn Post 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.5711, kappa: 0.0105, kb_relative_information_score: -17.5986, mean_absolute_error: 0.4354, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.5673, predictive_accuracy: 0.5755, prior_entropy: 0.9085, recall: 0.5755, relative_absolute_error: 0.995, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.6419, root_relative_squared_error: 1.3728, scimark_benchmark: 1665.974, usercpu_time_millis: 289781.25, usercpu_time_millis_testing: 77750, usercpu_time_millis_training: 212031.25,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_AdaBoostM1(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9819, kappa: 0.9587, kb_relative_information_score: 366.2346, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9823, predictive_accuracy: 0.9818, prior_entropy: 0.9085, recall: 0.9818, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.2901, scimark_benchmark: 1377.7429, usercpu_time_millis: 149370, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 149350,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... Ranker_MultilayerPerceptron(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5093, f_measure: 0.5467, kb_relative_information_score: 22.9636, mean_absolute_error: 0.4107, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.4584, predictive_accuracy: 0.6771, prior_entropy: 0.9085, recall: 0.6771, relative_absolute_error: 0.9384, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0126, scimark_benchmark: 1178.7956, usercpu_time_millis: 707360, usercpu_time_millis_testing: 161910, usercpu_time_millis_training: 545450,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_SGD(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9819, kappa: 0.9587, kb_relative_information_score: 366.7047, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9823, predictive_accuracy: 0.9818, prior_entropy: 0.9085, recall: 0.9818, relative_absolute_error: 0.0417, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.135, root_relative_squared_error: 0.2887, scimark_benchmark: 1310.272, usercpu_time_millis: 7710, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 7610,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ttributeEval_Ranker_REPTree(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.969, kappa: 0.93, kb_relative_information_score: 337.2984, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9708, predictive_accuracy: 0.9688, prior_entropy: 0.9085, recall: 0.9688, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.3652, scimark_benchmark: 739.3244, usercpu_time_millis: 3360, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 3300,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ioAttributeEval_Ranker_JRip(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.9376, kappa: 0.8577, kb_relative_information_score: 319.131, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9378, predictive_accuracy: 0.9375, prior_entropy: 0.9085, recall: 0.9375, relative_absolute_error: 0.1666, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.5265, scimark_benchmark: 872.4536, usercpu_time_millis: 8460, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 8420,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_NaiveBayes(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9715, kappa: 0.9352, kb_relative_information_score: 357.0571, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.972, predictive_accuracy: 0.9714, prior_entropy: 0.9085, recall: 0.9714, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.362, scimark_benchmark: 1345.0631, usercpu_time_millis: 4780, usercpu_time_millis_testing: 2660, usercpu_time_millis_training: 2120,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.987, kappa: 0.9704, kb_relative_information_score: 371.5286, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9872, predictive_accuracy: 0.987, prior_entropy: 0.9085, recall: 0.987, relative_absolute_error: 0.0298, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.244, scimark_benchmark: 1214.4201, usercpu_time_millis: 987220, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 987200,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... Ranker_MultilayerPerceptron(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5048, f_measure: 0.5467, kb_relative_information_score: 22.3247, mean_absolute_error: 0.4114, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.4584, predictive_accuracy: 0.6771, prior_entropy: 0.9085, recall: 0.6771, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4732, root_relative_squared_error: 1.012, scimark_benchmark: 983.6718, usercpu_time_millis: 478090, usercpu_time_millis_testing: 101930, usercpu_time_millis_training: 376160,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tributeEval_Ranker_Logistic(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9715, kappa: 0.9352, kb_relative_information_score: 357.5077, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.972, predictive_accuracy: 0.9714, prior_entropy: 0.9085, recall: 0.9714, relative_absolute_error: 0.0644, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.3406, scimark_benchmark: 960.0079, usercpu_time_millis: 940340, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 940280,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_SGD(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9819, kappa: 0.9587, kb_relative_information_score: 366.7047, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9823, predictive_accuracy: 0.9818, prior_entropy: 0.9085, recall: 0.9818, relative_absolute_error: 0.0417, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.135, root_relative_squared_error: 0.2887, scimark_benchmark: 1124.9151, usercpu_time_millis: 6810, usercpu_time_millis_testing: 250, usercpu_time_millis_training: 6560,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_IBk(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.9611, kappa: 0.9112, kb_relative_information_score: 345.7897, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9613, predictive_accuracy: 0.9609, prior_entropy: 0.9085, recall: 0.9609, relative_absolute_error: 0.0953, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4215, scimark_benchmark: 1404.0128, usercpu_time_millis: 8010, usercpu_time_millis_testing: 6740, usercpu_time_millis_training: 1270,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tributeEval_Ranker_Logistic(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9689, kappa: 0.9294, kb_relative_information_score: 355.0722, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9696, predictive_accuracy: 0.9688, prior_entropy: 0.9085, recall: 0.9688, relative_absolute_error: 0.0704, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.3577, scimark_benchmark: 1277.8327, usercpu_time_millis: 765470, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 765380,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_SMO(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9792, kappa: 0.9526, kb_relative_information_score: 364.2928, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9793, predictive_accuracy: 0.9792, prior_entropy: 0.9085, recall: 0.9792, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.3087, scimark_benchmark: 1321.305, usercpu_time_millis: 1930, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 1800,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_NaiveBayes(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9741, kappa: 0.9409, kb_relative_information_score: 359.469, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9744, predictive_accuracy: 0.974, prior_entropy: 0.9085, recall: 0.974, relative_absolute_error: 0.0595, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3451, scimark_benchmark: 1319.0128, usercpu_time_millis: 4950, usercpu_time_millis_testing: 2780, usercpu_time_millis_training: 2170,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_SMO(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9792, kappa: 0.9526, kb_relative_information_score: 364.2928, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9793, predictive_accuracy: 0.9792, prior_entropy: 0.9085, recall: 0.9792, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.3087, scimark_benchmark: 1425.2056, usercpu_time_millis: 1950, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 1820,
Jan van Rijn 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.969, kappa: 0.93, kb_relative_information_score: 351.6231, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9708, predictive_accuracy: 0.9688, prior_entropy: 0.9085, recall: 0.9688, relative_absolute_error: 0.0804, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3361, scimark_benchmark: 1382.4686, usercpu_time_millis: 15300, usercpu_time_millis_testing: 15300,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... st_AdaBoostM1_DecisionStump(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.987, kappa: 0.9704, kb_relative_information_score: 370.8996, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9872, predictive_accuracy: 0.987, prior_entropy: 0.9085, recall: 0.987, relative_absolute_error: 0.0316, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.2412, scimark_benchmark: 1217.2621, usercpu_time_millis: 1102510, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1102490,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... fsSubsetEval_BestFirst_JRip(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9688, kappa: 0.9285, kb_relative_information_score: 346.022, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9688, predictive_accuracy: 0.9688, prior_entropy: 0.9085, recall: 0.9688, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.374, scimark_benchmark: 1520.9674, usercpu_time_millis: 836330, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 836320,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... tFirst_MultilayerPerceptron(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9793, kappa: 0.9528, kb_relative_information_score: 360.7402, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9796, predictive_accuracy: 0.9792, prior_entropy: 0.9085, recall: 0.9792, relative_absolute_error: 0.0609, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1389, root_relative_squared_error: 0.2971, scimark_benchmark: 1133.3786, usercpu_time_millis: 1086330, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 1086270,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... bsetEval_BestFirst_Logistic(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9792, kappa: 0.9524, kb_relative_information_score: 361.494, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9792, predictive_accuracy: 0.9792, prior_entropy: 0.9085, recall: 0.9792, relative_absolute_error: 0.0559, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.3135, scimark_benchmark: 1264.3566, usercpu_time_millis: 965770, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 965750,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... al_BestFirst_SMO_PolyKernel(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9844, kappa: 0.9644, kb_relative_information_score: 369.1166, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9845, predictive_accuracy: 0.9844, prior_entropy: 0.9085, recall: 0.9844, relative_absolute_error: 0.0357, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.125, root_relative_squared_error: 0.2673, scimark_benchmark: 1396.4259, usercpu_time_millis: 904350, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 904340,
Jan van Rijn 9 years ago
ran flow weka.AdaBoostM1_DecisionStump(14) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9767, kappa: 0.947, kb_relative_information_score: 361.881, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9772, predictive_accuracy: 0.9766, prior_entropy: 0.9085, recall: 0.9766, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.3274, scimark_benchmark: 1103.7578, usercpu_time_millis: 170700, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 170680,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.974, kappa: 0.9404, kb_relative_information_score: 357.8035, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 0.9085, recall: 0.974, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.3442, scimark_benchmark: 1376.4984, usercpu_time_millis: 799780, usercpu_time_millis_testing: 200, usercpu_time_millis_training: 799580,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... Eval_BestFirst_RandomForest(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9819, kappa: 0.9587, kb_relative_information_score: 335.713, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9823, predictive_accuracy: 0.9818, prior_entropy: 0.9085, recall: 0.9818, relative_absolute_error: 0.1448, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1339, root_relative_squared_error: 0.2864, scimark_benchmark: 1386.7087, usercpu_time_millis: 1058180, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1058160,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9741, kappa: 0.9409, kb_relative_information_score: 359.469, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9744, predictive_accuracy: 0.974, prior_entropy: 0.9085, recall: 0.974, relative_absolute_error: 0.0595, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3451, scimark_benchmark: 1533.7291, usercpu_time_millis: 793770, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 793710,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.956, kappa: 0.9002, kb_relative_information_score: 331.6105, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.957, predictive_accuracy: 0.9557, prior_entropy: 0.9085, recall: 0.9557, relative_absolute_error: 0.1408, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.201, root_relative_squared_error: 0.4299, scimark_benchmark: 1401.4814, usercpu_time_millis: 1036620, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1036600,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9765, kappa: 0.9461, kb_relative_information_score: 357.6533, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9765, predictive_accuracy: 0.9766, prior_entropy: 0.9085, recall: 0.9766, relative_absolute_error: 0.0667, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.138, root_relative_squared_error: 0.2952, scimark_benchmark: 1382.5131, usercpu_time_millis: 984120, usercpu_time_millis_testing: 400, usercpu_time_millis_training: 983720,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9713, kappa: 0.9344, kb_relative_information_score: 353.4224, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9713, predictive_accuracy: 0.9714, prior_entropy: 0.9085, recall: 0.9714, relative_absolute_error: 0.0774, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.3131, scimark_benchmark: 1385.0106, usercpu_time_millis: 899740, usercpu_time_millis_testing: 440, usercpu_time_millis_training: 899300,
Jan van Rijn 9 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.974, kappa: 0.9407, kb_relative_information_score: 359.469, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 0.9085, recall: 0.974, relative_absolute_error: 0.0595, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3451, scimark_benchmark: 1389.039, usercpu_time_millis: 13160, usercpu_time_millis_testing: 6660, usercpu_time_millis_training: 6500,
Jan van Rijn 9 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9766, kappa: 0.9467, kb_relative_information_score: 361.8809, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9768, predictive_accuracy: 0.9766, prior_entropy: 0.9085, recall: 0.9766, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.3274, scimark_benchmark: 1389.2572, usercpu_time_millis: 14630, usercpu_time_millis_testing: 7340, usercpu_time_millis_training: 7290,
Jan van Rijn 9 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5467, kb_relative_information_score: 84.5115, mean_absolute_error: 0.3229, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.4584, predictive_accuracy: 0.6771, prior_entropy: 0.9085, recall: 0.6771, relative_absolute_error: 0.7379, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5683, root_relative_squared_error: 1.2153, scimark_benchmark: 1381.5926, usercpu_time_millis: 38670, usercpu_time_millis_testing: 19250, usercpu_time_millis_training: 19420,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... teEval_Ranker_HoeffdingTree(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.9714, kappa: 0.9349, kb_relative_information_score: 357.0571, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9085, recall: 0.9714, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.362, scimark_benchmark: 957.1272, usercpu_time_millis: 10860, usercpu_time_millis_testing: 2600, usercpu_time_millis_training: 8260,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... inAttributeEval_Ranker_JRip(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.961, kappa: 0.9109, kb_relative_information_score: 342.1014, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.961, predictive_accuracy: 0.9609, prior_entropy: 0.9085, recall: 0.9609, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4231, scimark_benchmark: 811.7715, usercpu_time_millis: 8540, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 8510,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_J48(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9688, kappa: 0.9288, kb_relative_information_score: 354.0867, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9689, predictive_accuracy: 0.9688, prior_entropy: 0.9085, recall: 0.9688, relative_absolute_error: 0.0734, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3714, scimark_benchmark: 1037.654, usercpu_time_millis: 3460, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 3440,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... uteEval_Ranker_RandomForest(2) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9663, kappa: 0.9231, kb_relative_information_score: 310.7622, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9665, predictive_accuracy: 0.9661, prior_entropy: 0.9085, recall: 0.9661, relative_absolute_error: 0.2207, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3587, scimark_benchmark: 603.5513, usercpu_time_millis: 3330, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 3290,
Jan van Rijn 9 years ago
ran flow weka.AttributeSelectedClassifi ... ttributeEval_Ranker_REPTree(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.9665, kappa: 0.9243, kb_relative_information_score: 335.2167, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9686, predictive_accuracy: 0.9661, prior_entropy: 0.9085, recall: 0.9661, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.3779, scimark_benchmark: 463.2843, usercpu_time_millis: 2500, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2470,
Jan van Rijn 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5097, f_measure: 0.5467, kb_relative_information_score: 22.9636, mean_absolute_error: 0.4107, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.4584, predictive_accuracy: 0.6771, prior_entropy: 0.9085, recall: 0.6771, relative_absolute_error: 0.9384, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0126, scimark_benchmark: 1380.6673, usercpu_time_millis: 1192700, usercpu_time_millis_testing: 55270, usercpu_time_millis_training: 1137430,
Jan van Rijn 9 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5467, kb_relative_information_score: 84.5115, mean_absolute_error: 0.3229, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.4584, predictive_accuracy: 0.6771, prior_entropy: 0.9085, recall: 0.6771, relative_absolute_error: 0.7379, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5683, root_relative_squared_error: 1.2153, scimark_benchmark: 1542.6339, usercpu_time_millis: 22390, usercpu_time_millis_testing: 11990, usercpu_time_millis_training: 10400,
Martijn Post 9 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.974, kappa: 0.9407, kb_relative_information_score: 359.469, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 0.9085, recall: 0.974, relative_absolute_error: 0.0595, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3451, scimark_benchmark: 1922.3298, usercpu_time_millis: 12046.875, usercpu_time_millis_testing: 5640.625, usercpu_time_millis_training: 6406.25,
Martijn Post 9 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9766, kappa: 0.9467, kb_relative_information_score: 361.8809, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9768, predictive_accuracy: 0.9766, prior_entropy: 0.9085, recall: 0.9766, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.3274, scimark_benchmark: 1922.3298, usercpu_time_millis: 11125, usercpu_time_millis_testing: 5546.875, usercpu_time_millis_training: 5578.125,
Martijn Post 9 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5467, kb_relative_information_score: 84.5115, mean_absolute_error: 0.3229, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.4584, predictive_accuracy: 0.6771, prior_entropy: 0.9085, recall: 0.6771, relative_absolute_error: 0.7379, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5683, root_relative_squared_error: 1.2153, scimark_benchmark: 1280.301, usercpu_time_millis: 28625, usercpu_time_millis_testing: 11781.25, usercpu_time_millis_training: 16843.75,
Martijn Post 9 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5467, kb_relative_information_score: 84.5115, mean_absolute_error: 0.3229, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.4584, predictive_accuracy: 0.6771, prior_entropy: 0.9085, recall: 0.6771, relative_absolute_error: 0.7379, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5683, root_relative_squared_error: 1.2153, scimark_benchmark: 1922.3298, usercpu_time_millis: 37125, usercpu_time_millis_testing: 15109.375, usercpu_time_millis_training: 22015.625,
Jan van Rijn 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5097, f_measure: 0.5722, kappa: 0.0147, kb_relative_information_score: -17.5986, mean_absolute_error: 0.4354, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.5692, predictive_accuracy: 0.5755, prior_entropy: 0.9085, recall: 0.5755, relative_absolute_error: 0.995, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.6428, root_relative_squared_error: 1.3747,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9793, kappa: 0.9528, kb_relative_information_score: 354.238, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9796, predictive_accuracy: 0.9792, prior_entropy: 0.9085, recall: 0.9792, relative_absolute_error: 0.083, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.3025,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.9713, kappa: 0.9344, kb_relative_information_score: 354.1854, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9713, predictive_accuracy: 0.9714, prior_entropy: 0.9085, recall: 0.9714, relative_absolute_error: 0.0749, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.3643,
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_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9764, kappa: 0.9456, kb_relative_information_score: 348.2965, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.977, predictive_accuracy: 0.9766, prior_entropy: 0.9085, recall: 0.9766, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.2902,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... arn.svm.classes.LinearSVC))(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9792, kappa: 0.9526, kb_relative_information_score: 364.2928, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9793, predictive_accuracy: 0.9792, prior_entropy: 0.9085, recall: 0.9792, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.3087,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9588, kappa: 0.9071, kb_relative_information_score: 328.6794, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9613, predictive_accuracy: 0.9583, prior_entropy: 0.9085, recall: 0.9583, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.4173,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9584, kappa: 0.9051, kb_relative_information_score: 343.2171, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9586, predictive_accuracy: 0.9583, prior_entropy: 0.9085, recall: 0.9583, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4189,
Silvia Nunes 8 years ago
ran flow weka.AttributeSelectedClassifier_NaiveBayes(2) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.9689, kappa: 0.9291, kb_relative_information_score: 354.6452, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9692, predictive_accuracy: 0.9688, prior_entropy: 0.9085, recall: 0.9688, relative_absolute_error: 0.0714, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.3781,
Josep Pon Farreny 8 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(3) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.9582, kappa: 0.9043, kb_relative_information_score: 344.9976, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9582, predictive_accuracy: 0.9583, prior_entropy: 0.9085, recall: 0.9583, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.4365,
Josep Pon Farreny 8 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(13) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9716, kappa: 0.9354, kb_relative_information_score: 320.3665, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.9725, predictive_accuracy: 0.9714, prior_entropy: 0.9085, recall: 0.9714, relative_absolute_error: 0.1869, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.3616,
Josep Pon Farreny 8 years ago
ran flow sklearn.svm.classes.SVC(4) on task Supervised Classification on data set AP_Uterus_Kidney
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4903, f_measure: 0.5467, kb_relative_information_score: 0.6103, mean_absolute_error: 0.4369, mean_prior_absolute_error: 0.4376, number_of_instances: 384, precision: 0.4584, predictive_accuracy: 0.6771, prior_entropy: 0.9085, recall: 0.6771, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4676, root_relative_squared_error: 1,