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Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(1) on task Learning Curve on data set labor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9104, kappa: 0.8006, kb_relative_information_score: 0.7968, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.457, number_of_instances: 57, precision: 0.9144, predictive_accuracy: 0.9123, prior_entropy: 0.9349, recall: 0.9123, relative_absolute_error: 0.2049, root_mean_prior_squared_error: 0.4773, root_mean_squared_error: 0.2414, root_relative_squared_error: 0.5058, scimark_benchmark: 834.7002,
Jan van Rijn 10 years ago
ran flow weka.REPTree(1) on task Learning Curve on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set shuttle-landing-control
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set ionosphere
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(1) on task Learning Curve on data set braziltourism
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(1) on task Learning Curve on data set haberman
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.IBk(1) on task Learning Curve on data set monks-problems-2_test
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.9661, kappa: 0.9252, kb_relative_information_score: 0.9217, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.4519, number_of_instances: 6990, precision: 0.9662, predictive_accuracy: 0.9661, prior_entropy: 0.9293, recall: 0.9661, relative_absolute_error: 0.075, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.3874, scimark_benchmark: 840.42,
Jan van Rijn 10 years ago
ran flow weka.IBk(1) on task Learning Curve on data set lung-cancer
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Learning Curve on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4952, kb_relative_information_score: -0.0002, mean_absolute_error: 0.4545, mean_prior_absolute_error: 0.4545, number_of_instances: 7680, predictive_accuracy: 0.651, prior_entropy: 0.9331, recall: 0.651, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4766, root_relative_squared_error: 1, scimark_benchmark: 835.8351,
Jan van Rijn 10 years ago
ran flow weka.RandomTree(1) on task Learning Curve on data set primary-tumor
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6849, kappa: 0.1048, kb_relative_information_score: 0.2052, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 20000, predictive_accuracy: 0.1944, prior_entropy: 3.3219, recall: 0.1944, relative_absolute_error: 0.9317, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 833.6239,
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set primary-tumor
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set nursery
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.IBk(1) on task Learning Curve on data set BNG(vote)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Learning Curve on data set colic
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.LogitBoost_DecisionStump(1) on task Learning Curve on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9823, kappa: 0.9645, kb_relative_information_score: 0.9101, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9823, predictive_accuracy: 0.9823, prior_entropy: 0.9991, recall: 0.9823, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1215, root_relative_squared_error: 0.2432, scimark_benchmark: 837.5623,
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.705, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.494, number_of_instances: 6900, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, recall: 0.8551, relative_absolute_error: 0.2934, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3807, root_relative_squared_error: 0.766, scimark_benchmark: 832.8085,
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set heart-h
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.LogitBoost_DecisionStump(1) on task Learning Curve on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.7066, kappa: 0.2767, kb_relative_information_score: 0.1437, mean_absolute_error: 0.3514, mean_prior_absolute_error: 0.4202, number_of_instances: 1000, precision: 0.7041, predictive_accuracy: 0.724, prior_entropy: 0.8813, recall: 0.724, relative_absolute_error: 0.8365, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.9369, scimark_benchmark: 835.3674,
Jan van Rijn 10 years ago
ran flow weka.RandomTree(1) on task Learning Curve on data set solar-flare
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set nursery
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, kappa: 0.2052, kb_relative_information_score: 0.2928, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, predictive_accuracy: 0.5929, prior_entropy: 2.4124, recall: 0.5929, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2256, root_relative_squared_error: 1.0977, scimark_benchmark: 827.8375,
Jan van Rijn 10 years ago
ran flow weka.LogitBoost_DecisionStump(1) on task Learning Curve on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9878, kappa: 0.9695, kb_relative_information_score: 0.9342, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.1343, number_of_instances: 898, precision: 0.9882, predictive_accuracy: 0.9878, prior_entropy: 1.1915, recall: 0.9878, relative_absolute_error: 0.0882, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.0631, root_relative_squared_error: 0.2446, scimark_benchmark: 836.6626,
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set glass
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.Logistic(1) on task Learning Curve on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.8734, kappa: 0.6868, kb_relative_information_score: 0.6732, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.1343, number_of_instances: 8980, precision: 0.8748, predictive_accuracy: 0.8771, prior_entropy: 1.1915, recall: 0.8771, relative_absolute_error: 0.3866, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.6682, scimark_benchmark: 837.5285,
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set colic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.8455, kappa: 0.6652, kb_relative_information_score: 0.4653, mean_absolute_error: 0.2658, mean_prior_absolute_error: 0.4662, number_of_instances: 3680, precision: 0.8465, predictive_accuracy: 0.8476, prior_entropy: 0.9503, recall: 0.8476, relative_absolute_error: 0.5702, root_mean_prior_squared_error: 0.4827, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.7166, scimark_benchmark: 840.2499,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9904, kappa: 0.9808, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.499, number_of_instances: 31960, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 0.9986, recall: 0.9904, relative_absolute_error: 0.0357, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.176, scimark_benchmark: 835.4392,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set vote
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set ionosphere
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9284, kappa: 0.8436, kb_relative_information_score: 0.7445, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.4604, number_of_instances: 3510, precision: 0.9286, predictive_accuracy: 0.9288, prior_entropy: 0.9418, recall: 0.9288, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4797, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.4943, scimark_benchmark: 824.486,
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set ecoli
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set breast-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6372, f_measure: 0.6454, kappa: 0.1134, kb_relative_information_score: 0.0628, mean_absolute_error: 0.3793, mean_prior_absolute_error: 0.4183, number_of_instances: 2860, precision: 0.6462, predictive_accuracy: 0.693, prior_entropy: 0.8779, recall: 0.693, relative_absolute_error: 0.9067, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4523, root_relative_squared_error: 0.9897, scimark_benchmark: 834.7477,
Jan van Rijn 10 years ago
ran flow weka.IBk(1) on task Learning Curve on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.Logistic(1) on task Learning Curve on data set heart-statlog
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.NaiveBayes(1) on task Learning Curve on data set sonar
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, kappa: 0.6888, kb_relative_information_score: 0.6428, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.0724, number_of_instances: 2260, predictive_accuracy: 0.7367, prior_entropy: 3.4373, recall: 0.7367, relative_absolute_error: 0.3987, root_mean_prior_squared_error: 0.1893, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.7109, scimark_benchmark: 837.5693,
Jan van Rijn 10 years ago
ran flow weka.LogitBoost_DecisionStump(1) on task Learning Curve on data set ecoli
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.829, kappa: 0.7713, kb_relative_information_score: 0.7462, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.1828, number_of_instances: 3360, precision: 0.8246, predictive_accuracy: 0.8348, prior_entropy: 2.1906, recall: 0.8348, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.5831, scimark_benchmark: 833.245,
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set solar-flare
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7123, kappa: 0.1044, kb_relative_information_score: 0.2206, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.194, prior_entropy: 3.3219, recall: 0.194, relative_absolute_error: 0.9273, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.9636, scimark_benchmark: 828.1901,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Learning Curve on data set labor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4264, kb_relative_information_score: -0.0052, mean_absolute_error: 0.4582, mean_prior_absolute_error: 0.457, number_of_instances: 57, predictive_accuracy: 0.6491, prior_entropy: 0.9349, recall: 0.6491, relative_absolute_error: 1.0025, root_mean_prior_squared_error: 0.4773, root_mean_squared_error: 0.4784, root_relative_squared_error: 1.0024, scimark_benchmark: 838.6878,
Jan van Rijn 10 years ago
ran flow weka.HoeffdingTree(1) on task Learning Curve on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.7795, kappa: 0.7641, kb_relative_information_score: 0.7851, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.8149, predictive_accuracy: 0.7978, prior_entropy: 2.8074, recall: 0.7978, relative_absolute_error: 0.2392, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.6621, scimark_benchmark: 830.4193,
Jan van Rijn 10 years ago
ran flow weka.Logistic(1) on task Learning Curve on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.748, f_measure: 0.7395, kappa: 0.4761, kb_relative_information_score: 0.4767, mean_absolute_error: 0.2599, mean_prior_absolute_error: 0.4978, number_of_instances: 2080, precision: 0.7396, predictive_accuracy: 0.7399, prior_entropy: 0.9967, recall: 0.7399, relative_absolute_error: 0.5222, root_mean_prior_squared_error: 0.4989, root_mean_squared_error: 0.5074, root_relative_squared_error: 1.017, scimark_benchmark: 840.4649,
Jan van Rijn 10 years ago
ran flow weka.NaiveBayes(1) on task Learning Curve on data set labor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, f_measure: 0.9476, kappa: 0.8858, kb_relative_information_score: 0.8531, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.457, number_of_instances: 57, precision: 0.9486, predictive_accuracy: 0.9474, prior_entropy: 0.9349, recall: 0.9474, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.4773, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.443, scimark_benchmark: 838.0104,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.LogitBoost_DecisionStump(1) on task Learning Curve on data set lymph
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set vehicle
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Learning Curve on data set BNG(vote)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set arrhythmia
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7392, kappa: 0.2693, kb_relative_information_score: 0.0396, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.0724, number_of_instances: 2260, predictive_accuracy: 0.4372, prior_entropy: 3.4373, recall: 0.4372, relative_absolute_error: 1.0684, root_mean_prior_squared_error: 0.1893, root_mean_squared_error: 0.195, root_relative_squared_error: 1.0303, scimark_benchmark: 833.1531,
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, f_measure: 0.7208, kappa: 0.3954, kb_relative_information_score: 0.1817, mean_absolute_error: 0.3783, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7268, predictive_accuracy: 0.7174, prior_entropy: 0.9331, recall: 0.7174, relative_absolute_error: 0.8323, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4384, root_relative_squared_error: 0.9197, scimark_benchmark: 835.5253,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set monks-problems-1_test
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.8727, kappa: 0.7246, kb_relative_information_score: 748032, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8737, predictive_accuracy: 0.8742, prior_entropy: 1, ram_hours: 0, recall: 0.8742, relative_absolute_error: 0.252, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7092, run_cpu_time: 17.65,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.143, kappa: 0.0001, kb_relative_information_score: 75087.7, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.143, predictive_accuracy: 0.143, prior_entropy: 2.8074, ram_hours: 0, recall: 0.143, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4948, root_relative_squared_error: 1.4141, run_cpu_time: 15.59,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9129, kappa: 0.7906, kb_relative_information_score: 895711.0769, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9114, predictive_accuracy: 0.9183, prior_entropy: 2.585, ram_hours: 0, recall: 0.9183, relative_absolute_error: 0.1403, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.4064, run_cpu_time: 12.81,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5877, f_measure: 0.3748, kappa: 0.0614, kb_relative_information_score: 6412.4611, mean_absolute_error: 0.4145, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3951, predictive_accuracy: 0.435, prior_entropy: 1.585, ram_hours: 0, recall: 0.435, relative_absolute_error: 0.9327, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4582, root_relative_squared_error: 0.9721, run_cpu_time: 1.66,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0017, kb_relative_information_score: 11563.1134, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0009, predictive_accuracy: 0.0294, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0294, relative_absolute_error: 1.0245, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3196, root_relative_squared_error: 1.4315, run_cpu_time: 14.73,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.8735, kappa: 0.7486, kb_relative_information_score: 836239.2237, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8728, predictive_accuracy: 0.8744, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8744, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.4802, run_cpu_time: 35.37,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.8365, kappa: 0.7879, kb_relative_information_score: 722237.7103, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8373, predictive_accuracy: 0.8366, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.8366, relative_absolute_error: 0.3674, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.5473, run_cpu_time: 140.51,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8501, kb_relative_information_score: 260159.6055, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8069, predictive_accuracy: 0.8983, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8983, relative_absolute_error: 0.1301, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.5068, run_cpu_time: 13.12,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.7784, kappa: 0.4576, kb_relative_information_score: 438032.5428, mean_absolute_error: 0.2967, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.779, predictive_accuracy: 0.7878, prior_entropy: 1, ram_hours: 0.0009, recall: 0.7878, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3846, root_relative_squared_error: 0.7691, run_cpu_time: 115.09,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5434, f_measure: 0.5425, kappa: 0.0866, kb_relative_information_score: 479591.4215, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5436, predictive_accuracy: 0.5433, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5433, relative_absolute_error: 0.5712, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4273, root_relative_squared_error: 1.0684, run_cpu_time: 6.92,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.8828, kappa: 0.7632, kb_relative_information_score: 683209.2109, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8826, prior_entropy: 1, ram_hours: 0, recall: 0.8826, relative_absolute_error: 0.3382, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2978, root_relative_squared_error: 0.5956, run_cpu_time: 28.63,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.4477, kappa: 0.2822, kb_relative_information_score: 325721.3048, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4503, predictive_accuracy: 0.4527, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4527, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3721, root_relative_squared_error: 0.9303, run_cpu_time: 22.91,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -91307.2559, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0094, prior_entropy: 2.585, ram_hours: 0.0037, recall: 0.0094, relative_absolute_error: 1.1885, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5745, root_relative_squared_error: 1.5414, run_cpu_time: 69.06,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.5758, kappa: 0.4511, kb_relative_information_score: 498130.5356, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5768, predictive_accuracy: 0.6161, prior_entropy: 2.585, ram_hours: 0, recall: 0.6161, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.8043, run_cpu_time: 18.86,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8633, kappa: 0.8404, kb_relative_information_score: 838693.8531, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8632, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8632, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4808, run_cpu_time: 27.89,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7488, f_measure: 0.8931, kappa: 0.0898, kb_relative_information_score: 865368.5666, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8951, predictive_accuracy: 0.9245, prior_entropy: 2, ram_hours: 0, recall: 0.9245, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.4236, run_cpu_time: 48.45,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.635, kappa: 0.5341, kb_relative_information_score: 578771.6671, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6348, predictive_accuracy: 0.644, prior_entropy: 2.8074, ram_hours: 0, recall: 0.644, relative_absolute_error: 0.5558, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.7506, run_cpu_time: 22.5,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.631, f_measure: 0.6999, kappa: 0.3187, kb_relative_information_score: 291587.7658, mean_absolute_error: 0.3737, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7794, predictive_accuracy: 0.7458, prior_entropy: 1, ram_hours: 0, recall: 0.7458, relative_absolute_error: 0.7473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4336, root_relative_squared_error: 0.8672, run_cpu_time: 9.11,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9508, kappa: 0.9014, kb_relative_information_score: 874434.456, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9512, predictive_accuracy: 0.9508, prior_entropy: 1, ram_hours: 0, recall: 0.9508, relative_absolute_error: 0.1315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.3718, run_cpu_time: 8.39,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8501, kb_relative_information_score: 261046.8795, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8069, predictive_accuracy: 0.8983, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8983, relative_absolute_error: 0.1272, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.5043, run_cpu_time: 1.96,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.6898, kappa: 0.6558, kb_relative_information_score: 645758.6635, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6899, predictive_accuracy: 0.6902, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6902, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.7069, run_cpu_time: 35.26,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5143, f_measure: 0.2546, kappa: 0.046, kb_relative_information_score: 234985.3959, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5268, predictive_accuracy: 0.1736, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1736, relative_absolute_error: 0.9259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3938, root_relative_squared_error: 1.3128, run_cpu_time: 134.56,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8991, kappa: 0.888, kb_relative_information_score: 866928.4689, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8993, predictive_accuracy: 0.8992, prior_entropy: 3.3219, ram_hours: 0.0002, recall: 0.8992, relative_absolute_error: 0.2197, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.4126, run_cpu_time: 154.79,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.832, kappa: 0.6643, kb_relative_information_score: 438043.7118, mean_absolute_error: 0.2967, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8342, predictive_accuracy: 0.832, prior_entropy: 1, ram_hours: 0, recall: 0.832, relative_absolute_error: 0.5935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3785, root_relative_squared_error: 0.7571, run_cpu_time: 70.69,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.3237, kappa: 0.1284, kb_relative_information_score: 181790.058, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.346, predictive_accuracy: 0.3562, prior_entropy: 2.3219, ram_hours: 0.0245, recall: 0.3562, relative_absolute_error: 0.907, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.9617, run_cpu_time: 451.8,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5579, f_measure: 0.0938, kappa: 0.1157, kb_relative_information_score: 167483.7093, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0637, predictive_accuracy: 0.204, prior_entropy: 3.3219, ram_hours: 0, recall: 0.204, relative_absolute_error: 0.8845, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3989, root_relative_squared_error: 1.3296, run_cpu_time: 27.28,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9028, kappa: 0.7908, kb_relative_information_score: 430668.8145, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9032, prior_entropy: 1, ram_hours: 0.0009, recall: 0.9032, relative_absolute_error: 0.6294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.341, root_relative_squared_error: 0.6821, run_cpu_time: 119.52,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.6032, kappa: 0.565, kb_relative_information_score: 588496.5038, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6152, predictive_accuracy: 0.6085, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6085, relative_absolute_error: 0.5455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.7713, run_cpu_time: 33.38,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.3333, kb_relative_information_score: 430266.3772, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, ram_hours: 0.0013, recall: 0.5, relative_absolute_error: 0.6254, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.1179, run_cpu_time: 61.71,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.7821, kappa: 0.7579, kb_relative_information_score: 748212.0205, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7849, predictive_accuracy: 0.7821, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7821, relative_absolute_error: 0.3311, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.6312, run_cpu_time: 12.77,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.517, kappa: 0.5037, kb_relative_information_score: 567745.0802, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5252, predictive_accuracy: 0.5228, prior_entropy: 4.7004, ram_hours: 0.0015, recall: 0.5228, relative_absolute_error: 0.6176, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1525, root_relative_squared_error: 0.7928, run_cpu_time: 616.97,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.7781, kappa: 0.4567, kb_relative_information_score: 437424.8354, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7787, predictive_accuracy: 0.7876, prior_entropy: 1, ram_hours: 0.0011, recall: 0.7876, relative_absolute_error: 0.5942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3845, root_relative_squared_error: 0.7691, run_cpu_time: 152.23,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.8887, kappa: 0.0865, kb_relative_information_score: 868437.5504, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8691, predictive_accuracy: 0.9171, prior_entropy: 2, ram_hours: 0, recall: 0.9171, relative_absolute_error: 0.1652, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.4444, run_cpu_time: 18.16,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.8978, kappa: 0.7798, kb_relative_information_score: 715766.1161, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8978, predictive_accuracy: 0.8983, prior_entropy: 1, ram_hours: 0.0008, recall: 0.8983, relative_absolute_error: 0.3069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2761, root_relative_squared_error: 0.5522, run_cpu_time: 121.31,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.8672, kappa: 0.7278, kb_relative_information_score: 17575.1307, mean_absolute_error: 0.3319, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8672, predictive_accuracy: 0.8674, prior_entropy: 1, ram_hours: 0, recall: 0.8674, relative_absolute_error: 0.6639, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.7285, run_cpu_time: 3.33,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(glass,nominal,137781)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9212, f_measure: 0.8711, kappa: 0.7411, kb_relative_information_score: 674864.5723, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8711, predictive_accuracy: 0.8711, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8711, relative_absolute_error: 0.3445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6428, run_cpu_time: 42.92,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.8427, kappa: 0.7958, kb_relative_information_score: 793508.5384, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8434, predictive_accuracy: 0.8424, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8424, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5482, run_cpu_time: 64.85,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3796, kb_relative_information_score: 477144.7374, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2925, predictive_accuracy: 0.5408, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5408, relative_absolute_error: 0.574, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4286, root_relative_squared_error: 1.0714, run_cpu_time: 7.77,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8875, kappa: 0.7721, kb_relative_information_score: 698245.6048, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8875, predictive_accuracy: 0.8876, prior_entropy: 1, ram_hours: 0, recall: 0.8876, relative_absolute_error: 0.3212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.5782, run_cpu_time: 12.86,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8785, kappa: 0.7568, kb_relative_information_score: 757074, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8785, predictive_accuracy: 0.8785, prior_entropy: 1, ram_hours: 0, recall: 0.8785, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.697, run_cpu_time: 5.97,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228684, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: 0.0005, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676, run_cpu_time: 41.44,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.771, f_measure: 0.7216, kappa: 0.5344, kb_relative_information_score: 611912.4629, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6981, predictive_accuracy: 0.7494, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7494, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.7462, run_cpu_time: 3.9,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.253, kb_relative_information_score: -6826, mean_absolute_error: 0.5753, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0, recall: 0.4245, relative_absolute_error: 1.1506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7549, root_relative_squared_error: 1.5097, run_cpu_time: 2,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.8713, kappa: 0.7246, kb_relative_information_score: 833624.1579, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8706, predictive_accuracy: 0.8727, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8727, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.4783, run_cpu_time: 80.43,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.5427, kappa: 0.0008, kb_relative_information_score: 85454, mean_absolute_error: 0.4573, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5427, predictive_accuracy: 0.5427, prior_entropy: 1, ram_hours: 0, recall: 0.5427, relative_absolute_error: 0.9145, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6762, root_relative_squared_error: 1.3524, run_cpu_time: 6.94,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9605, kappa: 0.9137, kb_relative_information_score: 891155.3728, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9605, predictive_accuracy: 0.9606, prior_entropy: 1, ram_hours: 0, recall: 0.9606, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.3513, run_cpu_time: 38.91,