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Jan van Rijn 10 years ago
ran flow weka.JRip(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 moa.OzaBoostAdwin_HoeffdingTree(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: 0.9174, f_measure: 0.8415, kappa: 0.6855, kb_relative_information_score: 755880.161, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8406, predictive_accuracy: 0.843, prior_entropy: 2.3219, ram_hours: 0.1831, recall: 0.843, relative_absolute_error: 0.3557, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5507, run_cpu_time: 3926.49,
Jan van Rijn 10 years ago
ran flow moa.NoChange(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: 0.4993, f_measure: 0.5965, kappa: -0.0008, kb_relative_information_score: 555430.5985, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5965, predictive_accuracy: 0.5965, prior_entropy: 2.585, ram_hours: 0, recall: 0.5965, relative_absolute_error: 0.4842, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3667, root_relative_squared_error: 0.9841, run_cpu_time: 11.96,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.5065, kappa: 0.2358, kb_relative_information_score: 11625.2803, mean_absolute_error: 0.3829, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5069, predictive_accuracy: 0.5063, prior_entropy: 1.585, ram_hours: 0, recall: 0.5063, relative_absolute_error: 0.8615, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4425, root_relative_squared_error: 0.9387, run_cpu_time: 0.45,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(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[build], line 15
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set cmc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5683, f_measure: 0.42, kappa: 0.1342, kb_relative_information_score: 0.2198, mean_absolute_error: 0.353, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.427, predictive_accuracy: 0.4705, prior_entropy: 1.539, recall: 0.4705, relative_absolute_error: 0.8194, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5942, root_relative_squared_error: 1.2802, scimark_benchmark: 784.3644,
Jan van Rijn 10 years ago
ran flow weka.REPTree(1) on task Learning Curve on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.9428, kappa: 0.8733, kb_relative_information_score: 0.8226, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.4519, number_of_instances: 699, precision: 0.9428, predictive_accuracy: 0.9428, prior_entropy: 0.9293, recall: 0.9428, relative_absolute_error: 0.1876, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.4747, scimark_benchmark: 790.9617,
Jan van Rijn 10 years ago
ran flow weka.J48(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 moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2967, kb_relative_information_score: -67058, mean_absolute_error: 0.5335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2176, predictive_accuracy: 0.4664, prior_entropy: 1, ram_hours: 0.008, recall: 0.4664, relative_absolute_error: 1.0671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7303, root_relative_squared_error: 1.4605, run_cpu_time: 103.56,
Jan van Rijn 10 years ago
ran flow weka.IBk(1) on task Learning Curve on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9643, kappa: 0.9284, kb_relative_information_score: 0.8345, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9655, predictive_accuracy: 0.9643, prior_entropy: 0.9986, recall: 0.9643, relative_absolute_error: 0.1852, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.3878, scimark_benchmark: 844.7394,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(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: 0.4984, f_measure: 0.2512, kappa: -0, kb_relative_information_score: 201284.6999, mean_absolute_error: 0.251, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1787, predictive_accuracy: 0.4227, prior_entropy: 2.585, ram_hours: 0, recall: 0.4227, relative_absolute_error: 0.9036, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.9504, run_cpu_time: 10.26,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.1813, kappa: 0.0006, kb_relative_information_score: 7697.5432, mean_absolute_error: 0.3748, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2366, predictive_accuracy: 0.2578, prior_entropy: 2, ram_hours: 0, recall: 0.2578, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4329, root_relative_squared_error: 0.9998, run_cpu_time: 11.7,
Jan van Rijn 10 years ago
ran flow weka.NaiveBayes(1) on task Learning Curve on data set dermatology
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.ASHoeffdingTree(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: 0.9135, f_measure: 0.7089, kappa: 0.6197, kb_relative_information_score: 666672.2416, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7043, predictive_accuracy: 0.7205, prior_entropy: 2.585, ram_hours: 0.0003, recall: 0.7205, relative_absolute_error: 0.4097, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.6916, run_cpu_time: 46.23,
Jan van Rijn 10 years ago
ran flow weka.J48(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.REPTree(1) on task Learning Curve on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9885, kappa: 0.977, kb_relative_information_score: 0.9684, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.499, number_of_instances: 31960, precision: 0.9885, predictive_accuracy: 0.9885, prior_entropy: 0.9986, recall: 0.9885, relative_absolute_error: 0.0343, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.2009, scimark_benchmark: 871.9754,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(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: 0.7601, f_measure: 0.6982, kappa: 0.161, kb_relative_information_score: 681576.7607, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7001, predictive_accuracy: 0.7681, prior_entropy: 2.585, ram_hours: 0.0001, recall: 0.7681, relative_absolute_error: 0.4115, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.6445, run_cpu_time: 87.37,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.9336, kappa: 0.8552, kb_relative_information_score: 813450.5458, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9334, prior_entropy: 1, ram_hours: 0, recall: 0.9334, relative_absolute_error: 0.2032, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.4915, run_cpu_time: 10.68,
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set trains
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 mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: -0, mean_absolute_error: 0.4994, mean_prior_absolute_error: 0.4994, number_of_instances: 81240, predictive_accuracy: 0.518, prior_entropy: 0.9991, recall: 0.518, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4997, root_relative_squared_error: 1, scimark_benchmark: 778.4071,
Jan van Rijn 10 years ago
ran flow weka.RandomTree(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.ZeroR(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 moa.OzaBoost_HoeffdingTree(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: 0.7534, f_measure: 0.7233, kappa: 0.3774, kb_relative_information_score: 238704.6449, mean_absolute_error: 0.3965, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7219, predictive_accuracy: 0.7251, prior_entropy: 1, ram_hours: 1.0378, recall: 0.7251, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.438, root_relative_squared_error: 0.8761, run_cpu_time: 2582.39,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9381, kappa: 0.8762, kb_relative_information_score: 834896.3761, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9381, predictive_accuracy: 0.9381, prior_entropy: 1, ram_hours: 0.0001, recall: 0.9381, relative_absolute_error: 0.177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.4412, run_cpu_time: 50.87,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(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: 0.8255, f_measure: 0.5978, kappa: 0.5536, kb_relative_information_score: 586862.4787, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5986, predictive_accuracy: 0.5982, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5982, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.8717, run_cpu_time: 32.94,
Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, 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: 0.1785, 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: 1516.51,
Jan van Rijn 10 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, ram_hours: 0.0004, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107, run_cpu_time: 171.38,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_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: 0.7228, f_measure: 0.7097, kappa: 0.2997, kb_relative_information_score: 285451.6758, mean_absolute_error: 0.3704, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7064, predictive_accuracy: 0.7144, prior_entropy: 1, ram_hours: 0.1418, recall: 0.7144, relative_absolute_error: 0.7407, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4355, root_relative_squared_error: 0.8709, run_cpu_time: 1489.81,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(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: 0.7731, f_measure: 0.7384, kappa: 0.3575, kb_relative_information_score: 365377.5233, mean_absolute_error: 0.3316, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7377, predictive_accuracy: 0.7519, prior_entropy: 1, ram_hours: 0, recall: 0.7519, relative_absolute_error: 0.6632, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.8206, run_cpu_time: 12.7,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.679, f_measure: 0.5052, kappa: 0.2328, kb_relative_information_score: 11464.5594, mean_absolute_error: 0.3843, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5052, predictive_accuracy: 0.5055, prior_entropy: 1.585, ram_hours: 0, recall: 0.5055, relative_absolute_error: 0.8647, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4436, root_relative_squared_error: 0.941, run_cpu_time: 0.9,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(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: 0.859, f_measure: 0.8522, kappa: 0.7051, kb_relative_information_score: 703680, mean_absolute_error: 0.1482, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8628, predictive_accuracy: 0.8518, prior_entropy: 1, ram_hours: 0, recall: 0.8518, relative_absolute_error: 0.2963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3846, root_relative_squared_error: 0.7692, run_cpu_time: 5.7,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5041, f_measure: 0.4213, kappa: 0.0002, kb_relative_information_score: 1396.6524, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5241, predictive_accuracy: 0.5753, prior_entropy: 1, ram_hours: 0, recall: 0.5753, relative_absolute_error: 0.977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9887, run_cpu_time: 0.26,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(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: 0.8624, f_measure: 0.8622, kappa: 0.7272, kb_relative_information_score: 404492.4018, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8613, predictive_accuracy: 0.8642, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8642, relative_absolute_error: 0.7684, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.8134, run_cpu_time: 12.19,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7313, f_measure: 0.6667, kappa: 0.4634, kb_relative_information_score: 1004464.6961, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6457, predictive_accuracy: 0.7037, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7037, relative_absolute_error: 0.3293, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.8115, run_cpu_time: 26.79,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4866, kb_relative_information_score: 259306, mean_absolute_error: 0.3703, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3965, predictive_accuracy: 0.6297, prior_entropy: 1, ram_hours: 0, recall: 0.6297, relative_absolute_error: 0.7407, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6086, root_relative_squared_error: 1.2171, run_cpu_time: 10.34,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(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: 0.9475, f_measure: 0.885, kappa: 0.7677, kb_relative_information_score: 682922.4693, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8857, predictive_accuracy: 0.8849, prior_entropy: 1, ram_hours: 0.0007, recall: 0.8849, relative_absolute_error: 0.34, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.5863, run_cpu_time: 118.89,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.915, kappa: 0.8202, kb_relative_information_score: 100900.0578, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9151, predictive_accuracy: 0.9153, prior_entropy: 1, ram_hours: 0, recall: 0.9153, relative_absolute_error: 0.2456, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.4997, run_cpu_time: 1.04,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(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: 0.5, f_measure: 0.2742, kb_relative_information_score: -109796, mean_absolute_error: 0.5549, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1981, predictive_accuracy: 0.4451, prior_entropy: 1, ram_hours: 0, recall: 0.4451, relative_absolute_error: 1.1098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7449, root_relative_squared_error: 1.4898, run_cpu_time: 7.2,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9556, kappa: 0.8902, kb_relative_information_score: 875744.3113, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9552, predictive_accuracy: 0.9564, prior_entropy: 2.585, ram_hours: 0.0015, recall: 0.9564, relative_absolute_error: 0.2113, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.132, root_relative_squared_error: 0.3543, run_cpu_time: 191.53,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.8272, kappa: 0.7103, kb_relative_information_score: 1192512.8081, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8272, predictive_accuracy: 0.8272, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8272, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.6197, run_cpu_time: 27.7,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(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: 0.4982, f_measure: 0.0477, kappa: -0.0004, kb_relative_information_score: 775.8012, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0851, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1001, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, run_cpu_time: 38.18,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.945, kappa: 0.9389, kb_relative_information_score: 893953.1155, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.945, predictive_accuracy: 0.945, prior_entropy: 3.3219, ram_hours: 0.0032, recall: 0.945, relative_absolute_error: 0.1952, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.102, root_relative_squared_error: 0.34, run_cpu_time: 564.75,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7811, f_measure: 0.7944, kappa: 0.565, kb_relative_information_score: 589796, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.794, predictive_accuracy: 0.7949, prior_entropy: 1, ram_hours: 0, recall: 0.7949, relative_absolute_error: 0.4102, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4529, root_relative_squared_error: 0.9058, run_cpu_time: 3.43,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4665, kb_relative_information_score: 29746, mean_absolute_error: 0.3865, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.3763, predictive_accuracy: 0.6135, prior_entropy: 1, ram_hours: 0, recall: 0.6135, relative_absolute_error: 0.7731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6217, root_relative_squared_error: 1.2434, run_cpu_time: 0.77,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(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: 0.5, f_measure: 0.022, kb_relative_information_score: 20056.7042, mean_absolute_error: 0.2965, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0122, predictive_accuracy: 0.1106, prior_entropy: 2.585, ram_hours: 0, recall: 0.1106, relative_absolute_error: 1.0673, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.461, run_cpu_time: 10.33,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.7958, kappa: 0.5201, kb_relative_information_score: 754587.4631, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8019, predictive_accuracy: 0.8398, prior_entropy: 2.585, ram_hours: 0.0001, recall: 0.8398, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5536, run_cpu_time: 77.18,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1005, kb_relative_information_score: 95177.2204, mean_absolute_error: 0.3747, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0628, predictive_accuracy: 0.2507, prior_entropy: 2, ram_hours: 0, recall: 0.2507, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6121, root_relative_squared_error: 1.4136, run_cpu_time: 9.84,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(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: 0.8908, f_measure: 0.8565, kappa: 0.7114, kb_relative_information_score: 579527.688, mean_absolute_error: 0.2273, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.86, predictive_accuracy: 0.8561, prior_entropy: 1, ram_hours: 0, recall: 0.8561, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3385, root_relative_squared_error: 0.677, run_cpu_time: 7.24,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158592.0626, mean_absolute_error: 0.2956, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0018, recall: 0.2612, relative_absolute_error: 0.9236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5435, root_relative_squared_error: 1.3587, run_cpu_time: 86.46,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, ram_hours: 0, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471, run_cpu_time: 1.54,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(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: 0.9444, f_measure: 0.8835, kappa: 0.7646, kb_relative_information_score: 684874.4535, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8841, predictive_accuracy: 0.8833, prior_entropy: 1, ram_hours: 0, recall: 0.8833, relative_absolute_error: 0.3367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.5926, run_cpu_time: 14.87,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0177, kb_relative_information_score: 57356.0337, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0097, predictive_accuracy: 0.0987, prior_entropy: 3.3219, ram_hours: 0.0091, recall: 0.0987, relative_absolute_error: 1.0015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4245, root_relative_squared_error: 1.4149, run_cpu_time: 108.51,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(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: 0.7645, f_measure: 0.7913, kappa: 0.5317, kb_relative_information_score: 583488, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7907, predictive_accuracy: 0.7919, prior_entropy: 1, ram_hours: 0, recall: 0.7919, relative_absolute_error: 0.4165, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4561, root_relative_squared_error: 0.9122, run_cpu_time: 21.74,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: 0.5, f_measure: 0.5759, kb_relative_information_score: 399174, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4894, predictive_accuracy: 0.6996, prior_entropy: 1, ram_hours: 0, recall: 0.6996, relative_absolute_error: 0.6008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5481, root_relative_squared_error: 1.0962, run_cpu_time: 9.89,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.0993, kappa: -0.0008, kb_relative_information_score: 58089.3655, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0993, predictive_accuracy: 0.0993, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0993, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4244, root_relative_squared_error: 1.4148, run_cpu_time: 27.14,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8404, f_measure: 0.8635, kappa: 0.5901, kb_relative_information_score: 694598.9309, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8646, predictive_accuracy: 0.8625, prior_entropy: 1, ram_hours: 0, recall: 0.8625, relative_absolute_error: 0.315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.6657, run_cpu_time: 8.41,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(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: 0.4992, f_measure: 0.3961, kappa: 0, kb_relative_information_score: 16461.1709, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5188, predictive_accuracy: 0.5549, prior_entropy: 1, ram_hours: 0, recall: 0.5549, relative_absolute_error: 0.988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, run_cpu_time: 7,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9298, kappa: 0.8827, kb_relative_information_score: 1291773.7668, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.93, predictive_accuracy: 0.9307, prior_entropy: 3.3219, ram_hours: 0.5111, recall: 0.9307, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.3922, run_cpu_time: 8398.35,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9675, kappa: 0.9638, kb_relative_information_score: 854597.6379, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9675, predictive_accuracy: 0.9675, prior_entropy: 3.3219, ram_hours: 0.0324, recall: 0.9675, relative_absolute_error: 0.2847, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.3884, run_cpu_time: 948.34,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.9496, kappa: 0.8942, kb_relative_information_score: 117592, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9504, predictive_accuracy: 0.9494, prior_entropy: 1, ram_hours: 0, recall: 0.9494, relative_absolute_error: 0.1028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.445, run_cpu_time: 0.62,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.7938, kappa: 0.7324, kb_relative_information_score: 736122.5926, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7947, predictive_accuracy: 0.7938, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7938, relative_absolute_error: 0.3201, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.249, root_relative_squared_error: 0.6224, run_cpu_time: 74.57,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.354, kappa: 0, kb_relative_information_score: 1962.8537, mean_absolute_error: 0.4993, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.502, predictive_accuracy: 0.5183, prior_entropy: 1, ram_hours: 0, recall: 0.5183, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, run_cpu_time: 7.22,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9216, kappa: 0.835, kb_relative_information_score: 104026.1774, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9219, predictive_accuracy: 0.9214, prior_entropy: 1, ram_hours: 0, recall: 0.9214, relative_absolute_error: 0.2194, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2476, root_relative_squared_error: 0.4951, run_cpu_time: 6.36,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.4044, kappa: 0.3851, kb_relative_information_score: 456974.0932, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4447, predictive_accuracy: 0.4088, prior_entropy: 4.7004, ram_hours: 0, recall: 0.4088, relative_absolute_error: 0.7346, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.8799, run_cpu_time: 74.6,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8009, f_measure: 0.826, kappa: 0.628, kb_relative_information_score: 662836, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8356, predictive_accuracy: 0.8313, prior_entropy: 1, ram_hours: 0, recall: 0.8313, relative_absolute_error: 0.3372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.8206, run_cpu_time: 4.71,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.786, f_measure: 0.5148, kappa: 0.3688, kb_relative_information_score: 352094.3806, mean_absolute_error: 0.2468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5198, predictive_accuracy: 0.5199, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5199, relative_absolute_error: 0.7713, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.8818, run_cpu_time: 195.74,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(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: 0.6806, f_measure: 0.7169, kappa: 0.31, kb_relative_information_score: 340269.13, mean_absolute_error: 0.3444, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.713, predictive_accuracy: 0.7265, prior_entropy: 1, ram_hours: 0, recall: 0.7265, relative_absolute_error: 0.6887, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4594, root_relative_squared_error: 0.9188, run_cpu_time: 10.21,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_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: 0.9841, f_measure: 0.8484, kappa: 0.8331, kb_relative_information_score: 823308.4381, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8477, predictive_accuracy: 0.8498, prior_entropy: 3.3219, ram_hours: 0.005, recall: 0.8498, relative_absolute_error: 0.2774, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.4974, run_cpu_time: 752.48,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: 5.97,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.8343, kappa: 0.8083, kb_relative_information_score: 801514.3079, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8393, predictive_accuracy: 0.8357, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8357, relative_absolute_error: 0.2625, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.5496, run_cpu_time: 16.98,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9606, kappa: 0.9139, kb_relative_information_score: 890274.2874, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9606, predictive_accuracy: 0.9607, prior_entropy: 1, ram_hours: 0, recall: 0.9607, relative_absolute_error: 0.1183, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3502, run_cpu_time: 19.55,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9498, kappa: 0.8996, kb_relative_information_score: 558279.0169, mean_absolute_error: 0.2529, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9498, predictive_accuracy: 0.9498, prior_entropy: 1, ram_hours: 0.0025, recall: 0.9498, relative_absolute_error: 0.5058, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.5658, run_cpu_time: 214.47,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(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: 0.8581, f_measure: 0.8373, kappa: 0.6704, kb_relative_information_score: 590374.888, mean_absolute_error: 0.2175, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8373, predictive_accuracy: 0.8376, prior_entropy: 1, ram_hours: 0, recall: 0.8376, relative_absolute_error: 0.435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.7411, run_cpu_time: 9.82,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(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: 0.8855, f_measure: 0.903, kappa: 0.4874, kb_relative_information_score: 260649.9476, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9043, predictive_accuracy: 0.9165, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9165, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.3955, run_cpu_time: 34.62,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_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: 0.9883, f_measure: 0.9525, kappa: 0.8962, kb_relative_information_score: 738186.0429, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 1, ram_hours: 0.0147, recall: 0.9525, relative_absolute_error: 0.3003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.4375, run_cpu_time: 576.83,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.892, kappa: 0.8189, kb_relative_information_score: 1164609.4752, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8922, predictive_accuracy: 0.8932, prior_entropy: 3.3219, ram_hours: 0.0082, recall: 0.8932, relative_absolute_error: 0.3844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.5374, run_cpu_time: 575.92,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8249, f_measure: 0.4084, kappa: 0.3569, kb_relative_information_score: 202069.7765, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4086, predictive_accuracy: 0.4153, prior_entropy: 3.4594, ram_hours: 0, recall: 0.4153, relative_absolute_error: 0.9364, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.274, root_relative_squared_error: 0.9533, run_cpu_time: 31.62,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7, f_measure: 0.6893, kappa: 0.3686, kb_relative_information_score: 338119.7022, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.693, predictive_accuracy: 0.6879, prior_entropy: 1, ram_hours: 0.3541, recall: 0.6879, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5252, root_relative_squared_error: 1.0505, run_cpu_time: 1151.99,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9846, kappa: 0.9808, kb_relative_information_score: 916806.1758, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 2.585, ram_hours: 0.001, recall: 0.9846, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.2671, run_cpu_time: 193.42,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.7768, kappa: 0.7553, kb_relative_information_score: 753138.5512, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7764, predictive_accuracy: 0.7776, prior_entropy: 3.4594, ram_hours: 0.0025, recall: 0.7776, relative_absolute_error: 0.3789, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.5958, run_cpu_time: 233.96,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(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: 158592.0626, mean_absolute_error: 0.2956, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0017, recall: 0.2612, relative_absolute_error: 0.9236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5435, root_relative_squared_error: 1.3587, run_cpu_time: 79.48,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(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: 0.5, f_measure: 0.0393, kb_relative_information_score: 63934.1209, mean_absolute_error: 0.2832, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0226, predictive_accuracy: 0.1504, prior_entropy: 2.585, ram_hours: 0, recall: 0.1504, relative_absolute_error: 1.0195, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5322, root_relative_squared_error: 1.428, run_cpu_time: 8.47,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9749, kappa: 0.9498, kb_relative_information_score: 949780, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, ram_hours: 0, recall: 0.9749, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.3153, run_cpu_time: 6.08,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(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: 0.8246, f_measure: 0.7617, kappa: 0.4554, kb_relative_information_score: 423620.8156, mean_absolute_error: 0.3013, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7636, predictive_accuracy: 0.7702, prior_entropy: 1, ram_hours: 0.6163, recall: 0.7702, relative_absolute_error: 0.6025, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.7951, run_cpu_time: 1951.68,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(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: 0.8533, f_measure: 0.6047, kappa: 0.4776, kb_relative_information_score: 499583.059, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5987, predictive_accuracy: 0.6179, prior_entropy: 2.585, ram_hours: 0.2011, recall: 0.6179, relative_absolute_error: 0.6294, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.7907, run_cpu_time: 1233.85,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.57, f_measure: 0.5787, kappa: 0.1602, kb_relative_information_score: 132523.453, mean_absolute_error: 0.4442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6902, predictive_accuracy: 0.6532, prior_entropy: 1, ram_hours: 0, recall: 0.6532, relative_absolute_error: 0.8885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4768, root_relative_squared_error: 0.9535, run_cpu_time: 23.54,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.0333, kappa: -0.0001, kb_relative_information_score: 2249.0135, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0822, predictive_accuracy: 0.1014, prior_entropy: 3.3219, ram_hours: 0, 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, run_cpu_time: 32.09,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.4645, kappa: -0.0004, kb_relative_information_score: 353391.8224, mean_absolute_error: 0.2677, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4645, predictive_accuracy: 0.4645, prior_entropy: 2, ram_hours: 0, recall: 0.4645, relative_absolute_error: 0.714, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5174, root_relative_squared_error: 1.195, run_cpu_time: 7.67,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.767, f_measure: 0.7058, kappa: 0.3939, kb_relative_information_score: 274335.7333, mean_absolute_error: 0.3754, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7074, predictive_accuracy: 0.7099, prior_entropy: 1, ram_hours: -0.7329, recall: 0.7099, relative_absolute_error: 0.7509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.8798, run_cpu_time: 21863.84,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9091, kb_relative_information_score: 876610, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.9388, prior_entropy: 1, ram_hours: 0.0033, recall: 0.9388, relative_absolute_error: 0.1234, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2479, root_relative_squared_error: 0.4958, run_cpu_time: 76.43,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(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: 0.8107, f_measure: 0.8812, kappa: 0.2836, kb_relative_information_score: 251919.5161, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8785, predictive_accuracy: 0.9079, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9079, relative_absolute_error: 0.1962, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.4345, run_cpu_time: 10.53,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.8009, kappa: 0.7437, kb_relative_information_score: 719407.8553, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8002, predictive_accuracy: 0.8022, prior_entropy: 2.8074, ram_hours: 0.0083, recall: 0.8022, relative_absolute_error: 0.408, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.5893, run_cpu_time: 337.24,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(breast-cancer,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7968, f_measure: 0.7606, kappa: 0.4034, kb_relative_information_score: 397420.4973, mean_absolute_error: 0.3184, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7707, predictive_accuracy: 0.7798, prior_entropy: 1, ram_hours: 0.0002, recall: 0.7798, relative_absolute_error: 0.6368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3945, root_relative_squared_error: 0.7891, run_cpu_time: 64.7,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.7476, kappa: 0.4953, kb_relative_information_score: 674906.7812, mean_absolute_error: 0.1495, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7476, predictive_accuracy: 0.7476, prior_entropy: 2.3219, ram_hours: 0.0607, recall: 0.7476, relative_absolute_error: 0.4673, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.6633, run_cpu_time: 1170.56,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8353, f_measure: 0.7309, kappa: 0.6518, kb_relative_information_score: 678887.1386, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7314, predictive_accuracy: 0.7311, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7311, relative_absolute_error: 0.3682, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.7832, run_cpu_time: 8.88,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5762, f_measure: 0.1153, kappa: 0.1522, kb_relative_information_score: 202151.6158, mean_absolute_error: 0.1526, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.077, predictive_accuracy: 0.2371, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2371, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3905, root_relative_squared_error: 1.3017, run_cpu_time: 26.17,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.8386, kappa: 0.65, kb_relative_information_score: 555904.9939, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8406, predictive_accuracy: 0.8414, prior_entropy: 1, ram_hours: 0, recall: 0.8414, relative_absolute_error: 0.4815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.365, root_relative_squared_error: 0.73, run_cpu_time: 10.52,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.5931, kappa: 0.4683, kb_relative_information_score: 427320.4783, mean_absolute_error: 0.2526, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5995, predictive_accuracy: 0.6006, prior_entropy: 2, ram_hours: 0, recall: 0.6006, relative_absolute_error: 0.6735, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3568, root_relative_squared_error: 0.8241, run_cpu_time: 14.34,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.9279, kappa: 0.8421, kb_relative_information_score: 856090, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9278, predictive_accuracy: 0.928, prior_entropy: 1, ram_hours: 0, recall: 0.928, relative_absolute_error: 0.1439, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.5365, run_cpu_time: 8.9,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.5026, kappa: 0.0006, kb_relative_information_score: 5150, mean_absolute_error: 0.4974, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5026, predictive_accuracy: 0.5026, prior_entropy: 1, ram_hours: 0, recall: 0.5026, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7053, root_relative_squared_error: 1.4106, run_cpu_time: 21.79,