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Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(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: 0.9407, f_measure: 0.8711, kappa: 0.7238, kb_relative_information_score: 834372.7668, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8704, predictive_accuracy: 0.8723, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8723, relative_absolute_error: 0.2257, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.4807, run_cpu_time: 27.23,
Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.8284, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 3863.4,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(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: 0.7189, f_measure: 0.7022, kappa: 0.2656, kb_relative_information_score: 323007.8944, mean_absolute_error: 0.3525, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7002, predictive_accuracy: 0.7215, prior_entropy: 1, ram_hours: 0, recall: 0.7215, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.8749, run_cpu_time: 9.44,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(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: 0.8223, f_measure: 0.7733, kappa: 0.448, kb_relative_information_score: 436401.1213, mean_absolute_error: 0.2953, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7718, predictive_accuracy: 0.7804, prior_entropy: 1, ram_hours: 0, recall: 0.7804, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3886, root_relative_squared_error: 0.7773, run_cpu_time: 11.65,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_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: 0.9029, f_measure: 0.831, kappa: 0.639, kb_relative_information_score: 749539.5117, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8301, predictive_accuracy: 0.8324, prior_entropy: 2.3219, ram_hours: 0.0217, recall: 0.8324, relative_absolute_error: 0.3652, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.5631, run_cpu_time: 1295.9,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.2249, kappa: -0, kb_relative_information_score: 228596.5831, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.157, predictive_accuracy: 0.3962, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3962, relative_absolute_error: 0.894, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.9455, run_cpu_time: 15.12,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.6988, kappa: -0, kb_relative_information_score: 384385.1126, mean_absolute_error: 0.3311, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6258, predictive_accuracy: 0.791, prior_entropy: 1, ram_hours: 0, recall: 0.791, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8131, run_cpu_time: 9.77,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.6202, kappa: 0.5077, kb_relative_information_score: 506381.9442, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6205, predictive_accuracy: 0.621, prior_entropy: 2.3219, ram_hours: 0, recall: 0.621, relative_absolute_error: 0.5975, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.8107, run_cpu_time: 43.02,
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set cmc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6972, f_measure: 0.5116, kappa: 0.256, kb_relative_information_score: 0.2418, mean_absolute_error: 0.3602, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.526, predictive_accuracy: 0.5071, prior_entropy: 1.539, recall: 0.5071, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4486, root_relative_squared_error: 0.9666, scimark_benchmark: 817.8806,
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.8582, kappa: 0.7136, kb_relative_information_score: 0.583, mean_absolute_error: 0.2232, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.859, predictive_accuracy: 0.858, prior_entropy: 0.9912, recall: 0.858, relative_absolute_error: 0.4519, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.346, root_relative_squared_error: 0.6962, scimark_benchmark: 937.976,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set postoperative-patient-data
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 mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0, root_relative_squared_error: 0, scimark_benchmark: 886.5731,
Jan van Rijn 10 years ago
ran flow weka.Logistic(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.REPTree(1) on task Learning Curve on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8854, kappa: 0.753, kb_relative_information_score: 0.769, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8877, predictive_accuracy: 0.8848, prior_entropy: 1.2058, recall: 0.8848, relative_absolute_error: 0.2628, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.56, scimark_benchmark: 846.9796,
Jan van Rijn 10 years ago
ran flow weka.REPTree(1) on task Learning Curve on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.7559, kappa: 0.6023, kb_relative_information_score: 0.4933, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.3798, number_of_instances: 6250, precision: 0.7317, predictive_accuracy: 0.7843, prior_entropy: 1.3181, recall: 0.7843, relative_absolute_error: 0.5116, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.339, root_relative_squared_error: 0.7783, scimark_benchmark: 887.4682,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9231, kappa: 0.7403, kb_relative_information_score: 0.7396, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.0724, number_of_instances: 2260, predictive_accuracy: 0.777, prior_entropy: 3.4373, recall: 0.777, relative_absolute_error: 0.3093, root_mean_prior_squared_error: 0.1893, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.6438, scimark_benchmark: 893.277,
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set cmc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6275, f_measure: 0.5165, kappa: 0.2519, kb_relative_information_score: 0.1503, mean_absolute_error: 0.3949, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5279, predictive_accuracy: 0.5329, prior_entropy: 1.539, recall: 0.5329, relative_absolute_error: 0.9166, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9651, scimark_benchmark: 917.8866,
Jan van Rijn 10 years ago
ran flow weka.LogitBoost_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.JRip(1) on task Learning Curve on data set spect_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.J48(1) on task Learning Curve on data set kropt
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 diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6658, f_measure: 0.707, kappa: 0.3503, kb_relative_information_score: 0.334, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7053, predictive_accuracy: 0.7096, prior_entropy: 0.9331, recall: 0.7096, relative_absolute_error: 0.6402, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5381, root_relative_squared_error: 1.1289, scimark_benchmark: 877.9613,
Jan van Rijn 10 years ago
ran flow weka.Logistic(1) on task Learning Curve on data set ecoli
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, kappa: 0.8005, kb_relative_information_score: 0.7694, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.1828, number_of_instances: 3360, predictive_accuracy: 0.8554, prior_entropy: 2.1906, recall: 0.8554, relative_absolute_error: 0.2672, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.5574, scimark_benchmark: 805.0149,
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction count does not match: Repeat 0 fold 0 sample 0 expected predictions with row id's [18, 21, 23] , but got predictions with row id's [20, 21, 27]
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.5869, kappa: 0.4539, kb_relative_information_score: 484728.7091, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5798, predictive_accuracy: 0.5997, prior_entropy: 2.585, ram_hours: 0.2797, recall: 0.5997, relative_absolute_error: 0.6442, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.8019, run_cpu_time: 1931.96,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9268, kappa: 0.7748, kb_relative_information_score: 791882.6056, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9264, predictive_accuracy: 0.928, prior_entropy: 1, ram_hours: 0.0003, recall: 0.928, relative_absolute_error: 0.2253, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.4628, run_cpu_time: 93.26,
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8517, kappa: 0.7815, kb_relative_information_score: 0.5395, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8652, predictive_accuracy: 0.8542, prior_entropy: 1.5849, recall: 0.8542, relative_absolute_error: 0.573, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.6924, scimark_benchmark: 913.1886,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(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.LogitBoost_DecisionStump(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 moa.OzaBoost_HoeffdingTree(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: 0.9902, f_measure: 0.8885, kappa: 0.8767, kb_relative_information_score: 829493.2382, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8882, predictive_accuracy: 0.889, prior_entropy: 3.3219, ram_hours: 0.0036, recall: 0.889, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1393, root_relative_squared_error: 0.4643, run_cpu_time: 565.14,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set yeast
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 moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.8739, kappa: 0.8365, kb_relative_information_score: 753374.6737, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8741, predictive_accuracy: 0.8738, prior_entropy: 2.3219, ram_hours: 0.0054, recall: 0.8738, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.201, root_relative_squared_error: 0.5025, run_cpu_time: 559.87,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8381, f_measure: 0.7676, kappa: 0.5095, kb_relative_information_score: 410582.9155, mean_absolute_error: 0.308, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7737, predictive_accuracy: 0.765, prior_entropy: 1, ram_hours: 0, recall: 0.765, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3942, root_relative_squared_error: 0.7885, run_cpu_time: 75.34,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.3598, kappa: 0.3102, kb_relative_information_score: 322084.5927, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3802, predictive_accuracy: 0.3792, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.3792, relative_absolute_error: 0.8008, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.9103, run_cpu_time: 108.29,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.928, kappa: 0.9053, kb_relative_information_score: 917613.6439, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9288, predictive_accuracy: 0.9274, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9274, relative_absolute_error: 0.1086, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.3552, run_cpu_time: 46.24,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.7865, kappa: 0.6786, kb_relative_information_score: 488162.9838, mean_absolute_error: 0.2738, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.7885, predictive_accuracy: 0.7858, prior_entropy: 1.585, ram_hours: 0, recall: 0.7858, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.7482, run_cpu_time: 22.89,
Jan van Rijn 10 years ago
ran flow moa.NoChange(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: 0.4998, f_measure: 0.8111, kappa: -0.0003, kb_relative_information_score: 231734.6928, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8111, predictive_accuracy: 0.8111, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8111, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.6872, run_cpu_time: 1.88,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1855, kb_relative_information_score: -291040, mean_absolute_error: 0.6455, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1257, predictive_accuracy: 0.3545, prior_entropy: 1, ram_hours: 0, recall: 0.3545, relative_absolute_error: 1.291, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8034, root_relative_squared_error: 1.6069, run_cpu_time: 9.38,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0722, kb_relative_information_score: -581520, mean_absolute_error: 0.7908, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0437, predictive_accuracy: 0.209, prior_entropy: 1, ram_hours: 0.0022, recall: 0.209, relative_absolute_error: 1.5815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8891, root_relative_squared_error: 1.7782, run_cpu_time: 64.87,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5697, f_measure: 0.5689, kappa: 0.1392, kb_relative_information_score: 509487.7341, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.57, predictive_accuracy: 0.5696, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5696, relative_absolute_error: 0.5384, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4149, root_relative_squared_error: 1.0372, run_cpu_time: 6.99,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8095, kappa: 0.6018, kb_relative_information_score: 610991.2397, mean_absolute_error: 0.1947, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8282, predictive_accuracy: 0.8059, prior_entropy: 1, ram_hours: 0, recall: 0.8059, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8034, run_cpu_time: 19.18,
Jan van Rijn 10 years ago
ran flow moa.NoChange(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: 0.5014, f_measure: 0.5073, kappa: 0.0027, kb_relative_information_score: 14504, mean_absolute_error: 0.4927, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5073, predictive_accuracy: 0.5073, prior_entropy: 1, ram_hours: 0, recall: 0.5073, relative_absolute_error: 0.9855, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.702, root_relative_squared_error: 1.4039, run_cpu_time: 6.37,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9527, kappa: 0.8973, kb_relative_information_score: 856111.5964, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9527, predictive_accuracy: 0.9527, prior_entropy: 1, ram_hours: 0.0011, recall: 0.9527, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.189, root_relative_squared_error: 0.378, run_cpu_time: 150.02,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.865, kappa: 0.8424, kb_relative_information_score: 838585.2633, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.866, predictive_accuracy: 0.8649, prior_entropy: 2.8074, ram_hours: 0.0002, recall: 0.8649, relative_absolute_error: 0.2211, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.4742, run_cpu_time: 131.81,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.847, kappa: 0.6745, kb_relative_information_score: 580747.7177, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8488, prior_entropy: 1, ram_hours: 0, recall: 0.8488, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874, run_cpu_time: 9.62,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7264, f_measure: 0.4392, kappa: 0.2759, kb_relative_information_score: 363102.7999, mean_absolute_error: 0.1887, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4663, predictive_accuracy: 0.4628, prior_entropy: 2.8074, ram_hours: 0, recall: 0.4628, relative_absolute_error: 0.7704, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3083, root_relative_squared_error: 0.881, run_cpu_time: 54.94,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.3828, kappa: -0, kb_relative_information_score: 442266.1077, mean_absolute_error: 0.2675, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4072, predictive_accuracy: 0.5435, prior_entropy: 2, ram_hours: 0, recall: 0.5435, relative_absolute_error: 0.7134, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3658, root_relative_squared_error: 0.8448, run_cpu_time: 10.34,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.6552, kappa: 0.6173, kb_relative_information_score: 567126.7166, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6551, predictive_accuracy: 0.6556, prior_entropy: 3.3219, ram_hours: 0.0165, recall: 0.6556, relative_absolute_error: 0.6228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.7548, run_cpu_time: 494.14,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.792, kappa: 0.7305, kb_relative_information_score: 731614.7112, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7923, predictive_accuracy: 0.7923, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7923, relative_absolute_error: 0.325, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.6186, run_cpu_time: 25.28,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.5216, kappa: -0.0019, kb_relative_information_score: 43120, mean_absolute_error: 0.4784, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5216, predictive_accuracy: 0.5216, prior_entropy: 1, ram_hours: 0, recall: 0.5216, relative_absolute_error: 0.9569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6917, root_relative_squared_error: 1.3834, run_cpu_time: 25.24,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(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: 0.7552, f_measure: 0.754, kappa: 0.5103, kb_relative_information_score: 721675.7196, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.752, predictive_accuracy: 0.756, prior_entropy: 2.3219, ram_hours: 0, recall: 0.756, relative_absolute_error: 0.3054, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3124, root_relative_squared_error: 0.781, run_cpu_time: 8.83,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.8697, kappa: 0.6735, kb_relative_information_score: 848479.4771, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8689, predictive_accuracy: 0.872, prior_entropy: 2.585, ram_hours: 0.0008, recall: 0.872, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.4639, run_cpu_time: 199.34,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.6911, kappa: 0.6007, kb_relative_information_score: 575296.645, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6923, predictive_accuracy: 0.6929, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6929, relative_absolute_error: 0.5145, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.291, root_relative_squared_error: 0.7274, run_cpu_time: 17.34,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.5008, kappa: -0, kb_relative_information_score: 100682.8392, mean_absolute_error: 0.4604, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4109, predictive_accuracy: 0.641, prior_entropy: 1, ram_hours: 0, recall: 0.641, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4797, root_relative_squared_error: 0.9594, run_cpu_time: 17.65,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.6774, kappa: 0.5783, kb_relative_information_score: 523601.5439, mean_absolute_error: 0.2173, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6783, predictive_accuracy: 0.6835, prior_entropy: 2, ram_hours: 0.0002, recall: 0.6835, relative_absolute_error: 0.5795, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.7473, run_cpu_time: 99.2,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5029, f_measure: 0.224, kappa: 0.0005, kb_relative_information_score: 122077.2507, mean_absolute_error: 0.3106, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2272, predictive_accuracy: 0.2224, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2224, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.535, root_relative_squared_error: 1.3375, run_cpu_time: 10.26,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2271, kappa: 0.0004, kb_relative_information_score: 119943.2394, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2271, predictive_accuracy: 0.2271, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2271, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.556, root_relative_squared_error: 1.3901, run_cpu_time: 9.06,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6218, f_measure: 0.4152, kappa: 0.25, kb_relative_information_score: 407528.221, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4379, predictive_accuracy: 0.4509, prior_entropy: 2.8074, ram_hours: 0, recall: 0.4509, relative_absolute_error: 0.6404, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3959, root_relative_squared_error: 1.1313, run_cpu_time: 16.3,
Jan van Rijn 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(1) on task Learning Curve on data set postoperative-patient-data
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.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.766, f_measure: 0.9105, kappa: 0.0196, kb_relative_information_score: 824302.9865, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9169, predictive_accuracy: 0.9389, prior_entropy: 1, ram_hours: 0, recall: 0.9389, relative_absolute_error: 0.1914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.4555, run_cpu_time: 67.68,
Jan van Rijn 10 years ago
ran flow weka.JRip(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 moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.9196, kappa: 0.1492, kb_relative_information_score: 828600.0126, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9199, predictive_accuracy: 0.9398, prior_entropy: 1, ram_hours: 0, recall: 0.9398, relative_absolute_error: 0.1855, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.4357, run_cpu_time: 17.8,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(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 moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, f_measure: 0.6751, kappa: 0.575, kb_relative_information_score: 545796.4057, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6754, predictive_accuracy: 0.6811, prior_entropy: 2, ram_hours: 0, recall: 0.6811, relative_absolute_error: 0.5445, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.328, root_relative_squared_error: 0.7574, run_cpu_time: 44.46,
Jan van Rijn 10 years ago
ran flow weka.Logistic(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.BayesNet_K2(1) on task Learning Curve on data set heart-c
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 optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, kappa: -0.0004, kb_relative_information_score: 0.0001, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 56200, predictive_accuracy: 0.1014, prior_entropy: 3.3218, recall: 0.1014, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, scimark_benchmark: 849.5478,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.8772, kappa: 0.8402, kb_relative_information_score: 793261.6192, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8783, predictive_accuracy: 0.8768, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.8768, relative_absolute_error: 0.2778, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4763, run_cpu_time: 163.9,
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set anneal
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Associated dataset does not have quality (default evaluation engine): NumberOfInstances
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, f_measure: 0.0278, kappa: 0.0538, kb_relative_information_score: 79291.3093, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0188, predictive_accuracy: 0.0903, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0903, relative_absolute_error: 0.9461, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2645, root_relative_squared_error: 1.3752, run_cpu_time: 16.65,
Jan van Rijn 10 years ago
ran flow weka.RandomTree(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.RuleClassifier(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.5868, kappa: 0.3287, kb_relative_information_score: 338912.3893, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5999, predictive_accuracy: 0.6107, prior_entropy: 2.8074, ram_hours: 0.0001, recall: 0.6107, relative_absolute_error: 0.5633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.769, run_cpu_time: 60.23,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7225, f_measure: 0.6648, kappa: 0.3302, kb_relative_information_score: 626598.1111, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6656, predictive_accuracy: 0.6651, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6651, relative_absolute_error: 0.4899, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.7437, run_cpu_time: 21.17,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.959, kappa: 0.9103, kb_relative_information_score: 652429.0927, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.959, predictive_accuracy: 0.959, prior_entropy: 1, ram_hours: 0.0006, recall: 0.959, relative_absolute_error: 0.4013, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2458, root_relative_squared_error: 0.4915, run_cpu_time: 99.35,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.2147, kb_relative_information_score: -228362, mean_absolute_error: 0.6142, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: 0.0009, recall: 0.3857, relative_absolute_error: 1.2284, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7835, root_relative_squared_error: 1.5671, run_cpu_time: 70.48,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0867, kappa: -0.0001, kb_relative_information_score: 69975.3673, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0867, predictive_accuracy: 0.0867, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0867, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3101, root_relative_squared_error: 1.3885, run_cpu_time: 22.52,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.664, kappa: 0.5081, kb_relative_information_score: -0.0044, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, precision: 0.673, predictive_accuracy: 0.7066, prior_entropy: 2.4124, recall: 0.7066, relative_absolute_error: 1.2834, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.23, root_relative_squared_error: 1.1193, scimark_benchmark: 843.0425,
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set monks-problems-3_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.REPTree(1) on task Learning Curve on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, kappa: 0.8213, kb_relative_information_score: 0.8203, mean_absolute_error: 0.0264, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8375, prior_entropy: 3.8358, recall: 0.8375, relative_absolute_error: 0.2747, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.5208, scimark_benchmark: 848.5002,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9315, kappa: 0.9101, kb_relative_information_score: 918353.3628, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9323, predictive_accuracy: 0.931, prior_entropy: 2.8074, ram_hours: 0.0007, recall: 0.931, relative_absolute_error: 0.1112, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.3444, run_cpu_time: 150.51,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.7486, kappa: 0.5293, kb_relative_information_score: 620712.8019, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7499, predictive_accuracy: 0.7514, prior_entropy: 2, ram_hours: 0, recall: 0.7514, relative_absolute_error: 0.4763, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.294, root_relative_squared_error: 0.679, run_cpu_time: 67.02,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(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.SMO_PolyKernel(1) on task Learning Curve on data set monks-problems-3_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 moa.AMRules(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3346, kb_relative_information_score: 396597.2701, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5011, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529, run_cpu_time: 99.06,
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: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.IBk(1) on task Learning Curve on data set breast-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6457, f_measure: 0.6949, kappa: 0.2379, kb_relative_information_score: 0.2003, mean_absolute_error: 0.3163, mean_prior_absolute_error: 0.4183, number_of_instances: 286, precision: 0.698, predictive_accuracy: 0.7238, prior_entropy: 0.8779, recall: 0.7238, relative_absolute_error: 0.7561, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.491, root_relative_squared_error: 1.0743, scimark_benchmark: 836.8615,
Jan van Rijn 10 years ago
ran flow weka.OneR(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: 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 vowel
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 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.SMO_PolyKernel(1) on task Learning Curve on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8646, kappa: 0.837, kb_relative_information_score: 0.3405, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8628, predictive_accuracy: 0.8684, prior_entropy: 2.4834, recall: 0.8684, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3155, root_relative_squared_error: 0.8585, scimark_benchmark: 838.0153,
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8208, f_measure: 0.761, kappa: 0.4724, kb_relative_information_score: 0.3561, mean_absolute_error: 0.2918, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7604, predictive_accuracy: 0.7617, prior_entropy: 0.9331, recall: 0.7617, relative_absolute_error: 0.642, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.409, root_relative_squared_error: 0.8581, scimark_benchmark: 838.3166,
Jan van Rijn 10 years ago
ran flow weka.RandomTree(1) on task Learning Curve on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5995, f_measure: 0.6697, kappa: 0.2085, kb_relative_information_score: 0.1356, mean_absolute_error: 0.339, mean_prior_absolute_error: 0.4202, number_of_instances: 1000, precision: 0.6677, predictive_accuracy: 0.672, prior_entropy: 0.8813, recall: 0.672, relative_absolute_error: 0.8069, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.5677, root_relative_squared_error: 1.2389, scimark_benchmark: 841.4986,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set tic-tac-toe
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 moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6656, f_measure: 0.6091, kappa: 0.1861, kb_relative_information_score: 132114.8245, mean_absolute_error: 0.4399, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6401, predictive_accuracy: 0.6482, prior_entropy: 1, ram_hours: 0.0028, recall: 0.6482, relative_absolute_error: 0.8798, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4616, root_relative_squared_error: 0.9232, run_cpu_time: 415.51,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.1707, kappa: -0, kb_relative_information_score: 1893.5405, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3019, predictive_accuracy: 0.3378, prior_entropy: 1.585, ram_hours: 0, recall: 0.3378, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1, run_cpu_time: 17.1,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.6679, kappa: 0.5725, kb_relative_information_score: 543461.8066, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6697, predictive_accuracy: 0.673, prior_entropy: 2.3219, ram_hours: 0, recall: 0.673, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.7485, run_cpu_time: 13.99,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.3713, kappa: -0, kb_relative_information_score: 6297.1751, mean_absolute_error: 0.4977, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4767, predictive_accuracy: 0.5335, prior_entropy: 1, ram_hours: 0, recall: 0.5335, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, run_cpu_time: 22.64,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.4229, kappa: 0.0016, kb_relative_information_score: 6866, mean_absolute_error: 0.4242, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5716, predictive_accuracy: 0.5758, prior_entropy: 1, ram_hours: 0, recall: 0.5758, relative_absolute_error: 0.8485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6513, root_relative_squared_error: 1.3027, run_cpu_time: 0.23,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.8376, kappa: 0.655, kb_relative_information_score: 422578.0733, mean_absolute_error: 0.3118, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8379, predictive_accuracy: 0.839, prior_entropy: 1, ram_hours: 0.0913, recall: 0.839, relative_absolute_error: 0.6236, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3667, root_relative_squared_error: 0.7335, run_cpu_time: 2207.83,
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set page-blocks
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5086, kappa: 0.0082, kb_relative_information_score: -3.1801, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.0762, number_of_instances: 54730, predictive_accuracy: 0.8981, prior_entropy: 0.6355, recall: 0.8981, relative_absolute_error: 3.2345, root_mean_prior_squared_error: 0.1948, root_mean_squared_error: 0.3261, root_relative_squared_error: 1.6735, scimark_benchmark: 835.4256,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(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