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Workflow recomendation

Workflow recomendation

Created 03-10-2017 by William Raynaut Visibility: public
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Benjamin Strang 7 years ago
ran flow sklearn.pipeline.Pipeline(impu ... ree.DecisionTreeClassifier)(1) on task Supervised Classification on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.746, kappa: 0.7167, kb_relative_information_score: 1466.6637, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7475, predictive_accuracy: 0.745, prior_entropy: 3.3219, recall: 0.745, relative_absolute_error: 0.2833, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.7528,
Benjamin Strang 7 years ago
ran flow sklearn.pipeline.Pipeline(impu ... ree.DecisionTreeClassifier)(1) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8372, f_measure: 0.7929, kappa: 0.6168, kb_relative_information_score: 346.6554, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.3798, number_of_instances: 625, precision: 0.8109, predictive_accuracy: 0.776, prior_entropy: 1.3212, recall: 0.776, relative_absolute_error: 0.3932, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.3864, root_relative_squared_error: 0.8872,
Pieter Gijsbers 7 years ago
ran flow sklearn.pipeline.Pipeline(Medi ... arn.naive_bayes.GaussianNB)(1) on task Supervised Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.6392, kappa: 0.6277, kb_relative_information_score: 13773.7576, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6557, predictive_accuracy: 0.6421, prior_entropy: 4.6998, recall: 0.6421, relative_absolute_error: 0.43, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.7248,
Pieter Gijsbers 7 years ago
ran flow sklearn.pipeline.Pipeline(Medi ... arn.naive_bayes.GaussianNB)(1) on task Supervised Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9241, kappa: 0.9156, kb_relative_information_score: 1842.8823, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9252, predictive_accuracy: 0.924, prior_entropy: 3.3219, recall: 0.924, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.406,
Silvia Nunes 8 years ago
ran flow weka.AttributeSelectedClassifier_NaiveBayes(2) on task Supervised Classification on data set colic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8384, f_measure: 0.7953, kappa: 0.566, kb_relative_information_score: 189.0227, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.4662, number_of_instances: 368, precision: 0.7995, predictive_accuracy: 0.7935, prior_entropy: 0.9509, recall: 0.7935, relative_absolute_error: 0.477, root_mean_prior_squared_error: 0.4827, root_mean_squared_error: 0.4168, root_relative_squared_error: 0.8635,
Silvia Nunes 8 years ago
ran flow weka.AttributeSelectedClassifier_NaiveBayes(2) on task Supervised Classification on data set breast-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7002, f_measure: 0.717, kappa: 0.3047, kb_relative_information_score: 56.4644, mean_absolute_error: 0.3256, mean_prior_absolute_error: 0.4183, number_of_instances: 286, precision: 0.7129, predictive_accuracy: 0.7273, prior_entropy: 0.8796, recall: 0.7273, relative_absolute_error: 0.7783, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4523, root_relative_squared_error: 0.9897,
Silvia Nunes 8 years ago
ran flow weka.AttributeSelectedClassifier_J48(2) on task Supervised Classification on data set analcatdata_gviolence
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.9731, kappa: 0.945, kb_relative_information_score: 67.0235, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.4872, number_of_instances: 74, precision: 0.9746, predictive_accuracy: 0.973, prior_entropy: 0.9819, recall: 0.973, relative_absolute_error: 0.1058, root_mean_prior_squared_error: 0.4934, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.3319,
Silvia Nunes 8 years ago
ran flow weka.AttributeSelectedClassifier_J48(2) on task Supervised Classification on data set chscase_funds
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5914, f_measure: 0.6071, kappa: 0.2787, kb_relative_information_score: 34.7376, mean_absolute_error: 0.4105, mean_prior_absolute_error: 0.4983, number_of_instances: 185, precision: 0.7442, predictive_accuracy: 0.6541, prior_entropy: 0.9975, recall: 0.6541, relative_absolute_error: 0.824, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.4646, root_relative_squared_error: 0.9308,
Dave de Vos 8 years ago
ran flow weka.FilteredClassifier_RandomForest(4) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.5426, kappa: 0.5322, kb_relative_information_score: 284.013, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.0396, number_of_instances: 531, precision: 0.5406, predictive_accuracy: 0.5574, prior_entropy: 4.8467, recall: 0.5574, relative_absolute_error: 0.6535, root_mean_prior_squared_error: 0.1406, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.8356,
Olof Morra 8 years ago
ran flow weka.SMO_PolyKernel(15) on task Supervised Classification on data set spectrometer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8402, f_measure: 0.9563, kappa: 0.7531, kb_relative_information_score: 371.2017, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.1869, number_of_instances: 531, precision: 0.9567, predictive_accuracy: 0.9586, prior_entropy: 0.4849, recall: 0.9586, relative_absolute_error: 0.2217, root_mean_prior_squared_error: 0.3047, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.668,
Rens Oostenbach 8 years ago
ran flow weka.RandomForest(12) on task Supervised Classification on data set desharnais
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8516, f_measure: 0.7742, kappa: 0.593, kb_relative_information_score: 30.5204, mean_absolute_error: 0.2649, mean_prior_absolute_error: 0.3804, number_of_instances: 81, precision: 0.7928, predictive_accuracy: 0.7778, prior_entropy: 1.3765, recall: 0.7778, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.4348, root_mean_squared_error: 0.3571, root_relative_squared_error: 0.8213,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(29) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6161, kb_relative_information_score: 0.4421, mean_absolute_error: 0.3906, mean_prior_absolute_error: 0.3925, number_of_instances: 100, precision: 0.5329, predictive_accuracy: 0.73, prior_entropy: 0.836, recall: 0.73, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.444, root_mean_squared_error: 0.444, root_relative_squared_error: 1.0001,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set monks-problems-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9313, kappa: 0.8624, kb_relative_information_score: 276.1887, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9321, predictive_accuracy: 0.9314, prior_entropy: 0.9989, recall: 0.9314, relative_absolute_error: 0.5627, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.3141, root_relative_squared_error: 0.6287,
Janek Thomas 8 years ago
ran flow mlr.classif.svm(6) on task Supervised Classification on data set ozone-level-8hr
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8504, f_measure: 0.912, kappa: 0.0804, kb_relative_information_score: -230.5529, mean_absolute_error: 0.1067, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9119, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.232, root_relative_squared_error: 0.954,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.8176, kappa: 0.6387, kb_relative_information_score: 1823.5426, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.8355, predictive_accuracy: 0.8201, prior_entropy: 0.9998, recall: 0.8201, relative_absolute_error: 0.4982, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7003,
Evertjan Peer 8 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(7) on task Supervised Classification on data set walking-activity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.6215, kappa: 0.5867, kb_relative_information_score: 98308.9695, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.0836, number_of_instances: 149332, precision: 0.6302, predictive_accuracy: 0.6192, prior_entropy: 3.9917, recall: 0.6192, relative_absolute_error: 0.4675, root_mean_prior_squared_error: 0.2045, root_mean_squared_error: 0.1514, root_relative_squared_error: 0.7402,
Evertjan Peer 8 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(7) on task Supervised Classification on data set volcanoes-a1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.8815, kappa: 0.1878, kb_relative_information_score: 253.0197, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.0699, number_of_instances: 3252, precision: 0.8749, predictive_accuracy: 0.9096, prior_entropy: 0.6323, recall: 0.9096, relative_absolute_error: 0.777, root_mean_prior_squared_error: 0.1864, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.9555,
Niels Hellinga 8 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(16) on task Supervised Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.8519, kappa: 0.7238, kb_relative_information_score: 83.7194, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2677, number_of_instances: 148, precision: 0.8624, predictive_accuracy: 0.8581, prior_entropy: 1.2818, recall: 0.8581, relative_absolute_error: 0.4744, root_mean_prior_squared_error: 0.3639, root_mean_squared_error: 0.2376, root_relative_squared_error: 0.6528,
Jasper Adegeest 8 years ago
ran flow weka.Bagging_RandomTree(9) on task Supervised Classification on data set SpeedDating
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, average_cost: 0.2791, f_measure: 0.8162, kappa: 0.243, kb_relative_information_score: 1013.2175, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8473, predictive_accuracy: 0.8565, prior_entropy: 0.6457, recall: 0.8565, relative_absolute_error: 0.7939, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.8554, total_cost: 2338,
Michiel Verburg 8 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.8435, kappa: 0.7966, kb_relative_information_score: 138.8579, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.2209, number_of_instances: 205, precision: 0.8446, predictive_accuracy: 0.8439, prior_entropy: 2.3268, recall: 0.8439, relative_absolute_error: 0.4325, root_mean_prior_squared_error: 0.3318, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.5874,
Lujaina Abuerban 8 years ago
ran flow weka.LMT(4) on task Supervised Classification on data set SpeedDating
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8439, f_measure: 0.8348, kappa: 0.3466, kb_relative_information_score: 1289.4772, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8327, predictive_accuracy: 0.8537, prior_entropy: 0.6457, recall: 0.8537, relative_absolute_error: 0.7329, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.8657,
Michiel Verburg 8 years ago
ran flow weka.KStar(4) on task Supervised Classification on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5097, f_measure: 0.4257, kappa: 0.0774, kb_relative_information_score: -34.9527, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.0855, number_of_instances: 452, precision: 0.4153, predictive_accuracy: 0.5553, prior_entropy: 2.5222, recall: 0.5553, relative_absolute_error: 1.2908, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2452, root_relative_squared_error: 1.1931,
van der Linde 8 years ago
ran flow weka.J48(36) on task Supervised Classification on data set SpeedDating
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7405, average_cost: 6.023, f_measure: 0.8206, kappa: 0.2864, kb_relative_information_score: 745.1598, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8166, predictive_accuracy: 0.8432, prior_entropy: 0.6457, recall: 0.8432, relative_absolute_error: 0.8125, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.9425, total_cost: 50461,
Smite Chow 9 years ago
ran flow weka.NaiveBayes(14) on task Supervised Classification on data set breast-cancer-dropped-missing-attributes-values
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.7366, kappa: 0.35, kb_relative_information_score: 67.7124, mean_absolute_error: 0.3054, mean_prior_absolute_error: 0.4144, number_of_instances: 277, precision: 0.7331, predictive_accuracy: 0.7437, prior_entropy: 0.8737, recall: 0.7437, relative_absolute_error: 0.7368, root_mean_prior_squared_error: 0.4549, root_mean_squared_error: 0.4398, root_relative_squared_error: 0.9669, scimark_benchmark: 1526.6397, usercpu_time_millis: 1.08, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 0.265,
Hugo Spee 9 years ago
ran flow weka.Bagging_RandomForest(9) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9252, kappa: 0.8486, kb_relative_information_score: 9445.5754, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9259, predictive_accuracy: 0.9254, prior_entropy: 0.9924, recall: 0.9254, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.5387, scimark_benchmark: 1458.2864, usercpu_time_millis: 7062.5, usercpu_time_millis_testing: 812.5, usercpu_time_millis_training: 6250,
Pascal Kerschke 9 years ago
ran flow classif.kknn(4) on task Supervised Classification on data set wine
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.966, kappa: 0.949, kb_relative_information_score: 170.0409, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.439, number_of_instances: 178, precision: 0.9682, predictive_accuracy: 0.9663, prior_entropy: 1.5674, recall: 0.9663, relative_absolute_error: 0.0512, root_mean_prior_squared_error: 0.4684, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.32,
Pascal Kerschke 9 years ago
ran flow classif.gbm(5) on task Supervised Classification on data set ionosphere
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5008, kb_relative_information_score: 67.5772, mean_absolute_error: 0.359, mean_prior_absolute_error: 0.4604, number_of_instances: 351, precision: 0.4109, predictive_accuracy: 0.641, prior_entropy: 0.9425, recall: 0.641, relative_absolute_error: 0.7796, root_mean_prior_squared_error: 0.4797, root_mean_squared_error: 0.5991, root_relative_squared_error: 1.249,
Jean Petric 9 years ago
ran flow classif.randomForest(43) on task Supervised Classification on data set tae
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7368, f_measure: 0.6484, kappa: 0.4737, kb_relative_information_score: 78.4665, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.4443, number_of_instances: 151, precision: 0.6486, predictive_accuracy: 0.649, prior_entropy: 1.5845, recall: 0.649, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.4713, root_mean_squared_error: 0.4837, root_relative_squared_error: 1.0263, usercpu_time_millis: 1.085, usercpu_time_millis_testing: 0.125, usercpu_time_millis_training: 0.96,
Jean Petric 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 81195.0112, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4994, number_of_instances: 81240, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0032, root_relative_squared_error: 0.0065, scimark_benchmark: 1887.2088, usercpu_time_millis: 410, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 300,
Mikhail Evchenko 9 years ago
ran flow classif.avNNet(6) on task Supervised Classification on data set Smartphone-Based_Recognition_of_Human_Activities
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9498, kappa: 0.94, kb_relative_information_score: 170.0842, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.2778, number_of_instances: 180, precision: 0.9501, predictive_accuracy: 0.95, prior_entropy: 2.585, recall: 0.95, relative_absolute_error: 0.06, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.3464, usercpu_time_millis: 4.922, usercpu_time_millis_testing: 0.505, usercpu_time_millis_training: 4.417,
Philipp J. Rösch 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7697, average_cost: 0.0712, f_measure: 0.8518, kappa: 0.5797, kb_relative_information_score: 27314.9088, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.3641, number_of_instances: 48842, precision: 0.8514, predictive_accuracy: 0.8576, prior_entropy: 0.7939, recall: 0.8576, relative_absolute_error: 0.391, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3773, root_relative_squared_error: 0.8843, total_cost: 3476.5, usercpu_time_millis: 4915.878, usercpu_time_millis_testing: 21.562, usercpu_time_millis_training: 4894.316,
steven szyszko 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.8517, kappa: 0.6689, kb_relative_information_score: 599.7473, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8523, predictive_accuracy: 0.8539, prior_entropy: 0.9312, recall: 0.8539, relative_absolute_error: 0.371, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3328, root_relative_squared_error: 0.6993, scimark_benchmark: 979.034, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
steven szyszko 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set heart-h
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7844, f_measure: 0.7882, kappa: 0.5389, kb_relative_information_score: 141.4149, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.1867, number_of_instances: 294, precision: 0.7876, predictive_accuracy: 0.7891, prior_entropy: 1.0314, recall: 0.7891, relative_absolute_error: 0.4752, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.9477, scimark_benchmark: 979.034, usercpu_time_millis: 50, usercpu_time_millis_testing: 50,
steven szyszko 9 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set ringnorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3388, kb_relative_information_score: 70.9993, mean_absolute_error: 0.4951, mean_prior_absolute_error: 0.5, number_of_instances: 7400, precision: 0.2549, predictive_accuracy: 0.5049, prior_entropy: 0.9999, recall: 0.5049, relative_absolute_error: 0.9904, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7037, root_relative_squared_error: 1.4074, scimark_benchmark: 979.034, usercpu_time_millis: 110800, usercpu_time_millis_testing: 29120, usercpu_time_millis_training: 81680,
Farzan Majdani 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.8449, kappa: 0.6648, kb_relative_information_score: 1002.0086, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8496, predictive_accuracy: 0.8536, prior_entropy: 1.2099, recall: 0.8536, relative_absolute_error: 0.4979, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.6708, scimark_benchmark: 1372.1291, usercpu_time_millis: 39.035, usercpu_time_millis_testing: 37.461, usercpu_time_millis_training: 1.574,
Eirini L 9 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set acute-inflammations
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999, scimark_benchmark: 195.6172, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 15.625,
Eirini L 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set acute-inflammations
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9409, kappa: 0.8776, kb_relative_information_score: 105.5415, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.4863, number_of_instances: 120, precision: 0.947, predictive_accuracy: 0.9417, prior_entropy: 0.9805, recall: 0.9417, relative_absolute_error: 0.121, root_mean_prior_squared_error: 0.493, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.3968, scimark_benchmark: 162.9402, usercpu_time_millis: 15.625, usercpu_time_millis_testing: 15.625,
Xavier Sumba 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set labor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4716, f_measure: 0.511, kb_relative_information_score: -0.1249, mean_absolute_error: 0.4574, mean_prior_absolute_error: 0.457, number_of_instances: 57, precision: 0.4214, predictive_accuracy: 0.6491, prior_entropy: 0.9393, recall: 0.6491, relative_absolute_error: 1.0009, root_mean_prior_squared_error: 0.4773, root_mean_squared_error: 0.4775, root_relative_squared_error: 1.0004, scimark_benchmark: 1600.256, usercpu_time_millis: 0.071, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.054,
Xavier Sumba 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set rabe_266
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9667, kappa: 0.9332, kb_relative_information_score: 101.0815, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.4988, number_of_instances: 120, precision: 0.9667, predictive_accuracy: 0.9667, prior_entropy: 0.9983, recall: 0.9667, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.189, root_relative_squared_error: 0.3786, scimark_benchmark: 1678.9171, usercpu_time_millis: 194.358, usercpu_time_millis_testing: 1.566, usercpu_time_millis_training: 192.792,
Bingchen Li 9 years ago
ran flow weka.PART(4) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9903, kappa: 0.9806, kb_relative_information_score: 3123.4583, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 0.9986, recall: 0.9903, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.1884, scimark_benchmark: 1094.0306, usercpu_time_millis: 45.664, usercpu_time_millis_testing: 9.581, usercpu_time_millis_training: 36.083,
Jean Petric 9 years ago
ran flow weka.J48(28) on task Supervised Classification on data set pc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, f_measure: 0.9153, kappa: 0.2935, kb_relative_information_score: -1145.845, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1299, number_of_instances: 11090, precision: 0.9104, predictive_accuracy: 0.9224, prior_entropy: 0.3667, recall: 0.9224, relative_absolute_error: 0.7374, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2626, root_relative_squared_error: 1.0332,
Hasan Rashaideh 9 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, f_measure: 0.8244, kappa: 0.7366, kb_relative_information_score: 3798.1689, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8244, predictive_accuracy: 0.8244, prior_entropy: 1.5849, recall: 0.8244, relative_absolute_error: 0.2634, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7258, scimark_benchmark: 642.6128, usercpu_time_millis: 6271.2402, usercpu_time_millis_testing: 2215.2142, usercpu_time_millis_training: 4056.026,
RTeam OpenML 10 years ago
ran flow classif.lda(4) on task Supervised Classification on data set hutsof99_logis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7136, f_measure: 0.7141, kappa: 0.4275, kb_relative_information_score: 299.5321, mean_absolute_error: 0.2857, mean_prior_absolute_error: 0.4996, number_of_instances: 700, precision: 0.7143, predictive_accuracy: 0.7143, prior_entropy: 0.9994, recall: 0.7143, relative_absolute_error: 0.5719, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.5345, root_relative_squared_error: 1.0695,
RTeam OpenML 10 years ago
ran flow classif.lda(4) on task Supervised Classification on data set sleuth_ex2015
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.705, f_measure: 0.7049, kappa: 0.41, kb_relative_information_score: 246, mean_absolute_error: 0.295, mean_prior_absolute_error: 0.5, number_of_instances: 600, precision: 0.7052, predictive_accuracy: 0.705, prior_entropy: 1, recall: 0.705, relative_absolute_error: 0.59, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5431, root_relative_squared_error: 1.0863,
Deter Bergman 10 years ago
ran flow weka.J48(13) on task Supervised Classification on data set PizzaCutter1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7172, f_measure: 0.9004, kappa: 0.2561, kb_relative_information_score: -16.8694, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.146, number_of_instances: 661, precision: 0.8941, predictive_accuracy: 0.9092, prior_entropy: 0.402, recall: 0.9092, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.2692, root_mean_squared_error: 0.2825, root_relative_squared_error: 1.0494, scimark_benchmark: 1828.3426, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Deter Bergman 10 years ago
ran flow weka.J48(13) on task Supervised Classification on data set CostaMadre1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4457, f_measure: 0.789, kappa: 0.0093, kb_relative_information_score: -64.0669, mean_absolute_error: 0.2239, mean_prior_absolute_error: 0.2256, number_of_instances: 296, precision: 0.7783, predictive_accuracy: 0.8007, prior_entropy: 0.5598, recall: 0.8007, relative_absolute_error: 0.9922, root_mean_prior_squared_error: 0.3345, root_mean_squared_error: 0.4253, root_relative_squared_error: 1.2715, scimark_benchmark: 1212.0218, usercpu_time_millis: 17.192, usercpu_time_millis_testing: 2.625, usercpu_time_millis_training: 14.567,
Hans Bauer 10 years ago
ran flow weka.ZeroR(2) on task Supervised Classification on data set CostaMadre1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4757, f_measure: 0.8118, kb_relative_information_score: -24.4573, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.2256, number_of_instances: 2960, precision: 0.7597, predictive_accuracy: 0.8716, prior_entropy: 0.5598, recall: 0.8716, relative_absolute_error: 1.001, root_mean_prior_squared_error: 0.3345, root_mean_squared_error: 0.3346, root_relative_squared_error: 1.0002, scimark_benchmark: 1758.9501,
Paula Branco 10 years ago
ran flow R.3.1.2.classif.svm(4) on task Supervised Classification on data set sick
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.9667, kappa: 0.6909, kb_relative_information_score: 13236.0564, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.1152, number_of_instances: 37720, precision: 0.9668, predictive_accuracy: 0.9691, prior_entropy: 0.3333, recall: 0.9691, relative_absolute_error: 0.438, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.162, root_relative_squared_error: 0.6758,
Manuel Martin Salvador 10 years ago
ran flow weka.NaiveBayes(10) on task Supervised Classification on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.7702, kappa: 0.5369, kb_relative_information_score: 377.2851, mean_absolute_error: 0.2226, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.7951, predictive_accuracy: 0.7783, prior_entropy: 0.9913, recall: 0.7783, relative_absolute_error: 0.4507, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.435, root_relative_squared_error: 0.8753, scimark_benchmark: 1179.2496, usercpu_time_millis: 50, usercpu_time_millis_testing: 50,
Manuel Martin Salvador 10 years ago
ran flow weka.FilteredClassifier_Standardize_NaiveBayes(1) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8133, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: 279.2685, mean_absolute_error: 0.2874, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9335, recall: 0.7604, relative_absolute_error: 0.6324, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4218, root_relative_squared_error: 0.8849, scimark_benchmark: 1123.6668, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Manuel Martin Salvador 10 years ago
ran flow weka.NaiveBayes(10) on task Supervised Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 149.6364, mean_absolute_error: 0, mean_prior_absolute_error: 0.4452, number_of_instances: 150, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9205, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0006, root_relative_squared_error: 0.0012, scimark_benchmark: 1123.6668, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
RTeam OpenML 10 years ago
ran flow classif.rpart(1) on task Supervised Classification on data set liver-disorders
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6565, f_measure: 0.6705, kappa: 0.3196, kb_relative_information_score: 112.586, mean_absolute_error: 0.3246, mean_prior_absolute_error: 0.4874, number_of_instances: 345, precision: 0.6713, predictive_accuracy: 0.6754, prior_entropy: 0.9818, recall: 0.6754, relative_absolute_error: 0.6661, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5698, root_relative_squared_error: 1.1543,
RTeam OpenML 10 years ago
ran flow classif.J48(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9875, kappa: 0.9692, kb_relative_information_score: 844.0614, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9877, predictive_accuracy: 0.9878, prior_entropy: 1.2149, recall: 0.9878, relative_absolute_error: 0.0304, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0639, root_relative_squared_error: 0.2475,
Stanley Clark 10 years ago
ran flow weka.ZeroR(2) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, average_cost: 16.794, build_cpu_time: 0.0815, build_memory: 969054138.5099, f_measure: 0.7558, kb_relative_information_score: -0.7522, mean_absolute_error: 0.2795, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.6923, predictive_accuracy: 0.8321, prior_entropy: 0.653, recall: 0.8321, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.3738, root_relative_squared_error: 1, scimark_benchmark: 1239.0587, total_cost: 6708900,
Manuel Martin Salvador 10 years ago
ran flow weka.NaiveBayes(2) on task Supervised Classification on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, build_cpu_time: 0.0004, build_memory: 421106701.3805, f_measure: 0.6692, kappa: 0.6715, kb_relative_information_score: 129.4496, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.0724, number_of_instances: 226, precision: 0.637, predictive_accuracy: 0.7257, prior_entropy: 3.6349, recall: 0.7257, relative_absolute_error: 0.3627, root_mean_prior_squared_error: 0.1893, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.72, scimark_benchmark: 1469.6837,
Manuel Martin Salvador 10 years ago
ran flow weka.NaiveBayes(2) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, build_cpu_time: 0.0009, build_memory: 150993800.5167, f_measure: 0.7679, kappa: 0.5498, kb_relative_information_score: 371.8902, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.8707, predictive_accuracy: 0.7461, prior_entropy: 1.2149, recall: 0.7461, relative_absolute_error: 0.6793, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.251, root_relative_squared_error: 0.9721, scimark_benchmark: 1469.6837,
RTeam OpenML 10 years ago
ran flow classif.lda(1) on task Supervised Classification on data set lupus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6563, f_measure: 0.6791, kappa: 0.3264, kb_relative_information_score: 29.9345, mean_absolute_error: 0.3103, mean_prior_absolute_error: 0.4813, number_of_instances: 87, precision: 0.6844, predictive_accuracy: 0.6897, prior_entropy: 0.9735, recall: 0.6897, relative_absolute_error: 0.6448, root_mean_prior_squared_error: 0.4904, root_mean_squared_error: 0.5571, root_relative_squared_error: 1.1361,
RTeam OpenML 10 years ago
ran flow classif.lda(1) on task Supervised Classification on data set aids
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7, f_measure: 0.6071, kappa: 0.3333, kb_relative_information_score: 4, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.5, number_of_instances: 16, precision: 0.8125, predictive_accuracy: 0.625, prior_entropy: 1, recall: 0.625, relative_absolute_error: 0.75, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6124, root_relative_squared_error: 1.2247,
RTeam OpenML 10 years ago
ran flow classif.J48(1) on task Supervised Classification on data set analcatdata_asbestos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7535, f_measure: 0.7583, kappa: 0.5097, kb_relative_information_score: 42.3126, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.4943, number_of_instances: 83, precision: 0.7584, predictive_accuracy: 0.759, prior_entropy: 0.9919, recall: 0.759, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.4971, root_mean_squared_error: 0.4909, root_relative_squared_error: 0.9876,
RTeam OpenML 10 years ago
ran flow classif.rpart(1) on task Supervised Classification on data set aids
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7, f_measure: 0.694, kappa: 0.4, kb_relative_information_score: 20, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.5, number_of_instances: 50, precision: 0.717, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.0954,