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Jan van Rijn 11 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 11 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 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228684, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: 0.0005, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676, run_cpu_time: 41.44,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.637, f_measure: 0.6658, kappa: 0.2856, kb_relative_information_score: 351628, mean_absolute_error: 0.3242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6666, predictive_accuracy: 0.6757, prior_entropy: 1, ram_hours: 0, recall: 0.6757, relative_absolute_error: 0.6484, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5692, root_relative_squared_error: 1.1383, run_cpu_time: 3.59,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.8514, kappa: 0.6826, kb_relative_information_score: 710002, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8584, predictive_accuracy: 0.855, prior_entropy: 1, ram_hours: 0, recall: 0.855, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7616, run_cpu_time: 3.43,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.8682, kappa: 0.7205, kb_relative_information_score: 590710.9878, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8683, predictive_accuracy: 0.869, prior_entropy: 1, ram_hours: 0.0002, recall: 0.869, relative_absolute_error: 0.4419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.6786, run_cpu_time: 1987.54,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.891, f_measure: 0.892, kappa: 0.7704, kb_relative_information_score: 645387.7426, mean_absolute_error: 0.197, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8931, predictive_accuracy: 0.893, prior_entropy: 1, ram_hours: 0.0004, recall: 0.893, relative_absolute_error: 0.3941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.6204, run_cpu_time: 109.35,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 460009.5243, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, ram_hours: 0, recall: 0.8387, relative_absolute_error: 0.5804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7328, run_cpu_time: 5.47,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.868, kappa: 0.7202, kb_relative_information_score: 590645.4339, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.868, predictive_accuracy: 0.8687, prior_entropy: 1, ram_hours: 0, recall: 0.8687, relative_absolute_error: 0.4419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6788, run_cpu_time: 142.24,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 7.99,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.8844, kappa: 0.7541, kb_relative_information_score: 621537.0996, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8863, predictive_accuracy: 0.8858, prior_entropy: 1, ram_hours: 0, recall: 0.8858, relative_absolute_error: 0.4192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3169, root_relative_squared_error: 0.6338, run_cpu_time: 55.43,
Jan van Rijn 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228684, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: 0.0154, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676, run_cpu_time: 657.96,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.8844, kappa: 0.7541, kb_relative_information_score: 621537.0996, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8863, predictive_accuracy: 0.8858, prior_entropy: 1, ram_hours: 0, recall: 0.8858, relative_absolute_error: 0.4192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3169, root_relative_squared_error: 0.6338, run_cpu_time: 50.84,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.8256, kappa: 0.6276, kb_relative_information_score: 544392.7465, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8308, predictive_accuracy: 0.8295, prior_entropy: 1, ram_hours: 0, recall: 0.8295, relative_absolute_error: 0.4904, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.7633, run_cpu_time: 6.98,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.851, f_measure: 0.8114, kappa: 0.5979, kb_relative_information_score: 492428.9521, mean_absolute_error: 0.2714, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.814, predictive_accuracy: 0.8148, prior_entropy: 1, ram_hours: 0.0012, recall: 0.8148, relative_absolute_error: 0.5429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3741, root_relative_squared_error: 0.7481, run_cpu_time: 140.18,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5185, f_measure: 0.4676, kappa: -0, kb_relative_information_score: 76298.985, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3774, predictive_accuracy: 0.6143, prior_entropy: 1, ram_hours: 0, recall: 0.6143, relative_absolute_error: 0.9405, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9735, run_cpu_time: 4.78,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8009, f_measure: 0.826, kappa: 0.628, kb_relative_information_score: 662848, 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: 4.62,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.821, kappa: 0.6173, kb_relative_information_score: 448725.7727, mean_absolute_error: 0.295, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8327, predictive_accuracy: 0.8271, prior_entropy: 1, ram_hours: 0, recall: 0.8271, relative_absolute_error: 0.59, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.7436, run_cpu_time: 7.88,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.8306, kappa: 0.6397, kb_relative_information_score: 552605.3821, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8314, predictive_accuracy: 0.8324, prior_entropy: 1, ram_hours: 0, recall: 0.8324, relative_absolute_error: 0.4786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.361, root_relative_squared_error: 0.722, run_cpu_time: 10.44,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.8239, kappa: 0.624, kb_relative_information_score: 547419.4629, mean_absolute_error: 0.2418, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8296, predictive_accuracy: 0.8281, prior_entropy: 1, ram_hours: 0, recall: 0.8281, relative_absolute_error: 0.4837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.7632, run_cpu_time: 5.85,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.5338, kappa: 0.0161, kb_relative_information_score: 67582, mean_absolute_error: 0.4662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5338, predictive_accuracy: 0.5338, prior_entropy: 1, ram_hours: 0, recall: 0.5338, relative_absolute_error: 0.9324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6828, root_relative_squared_error: 1.3656, run_cpu_time: 3.4,
Jan van Rijn 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228684, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: 2.2265, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676, run_cpu_time: 39898.75,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8537, kappa: 0.6889, kb_relative_information_score: 584638.537, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8547, predictive_accuracy: 0.8552, prior_entropy: 1, ram_hours: 0, recall: 0.8552, relative_absolute_error: 0.4508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3374, root_relative_squared_error: 0.6748, run_cpu_time: 39.42,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.7974, kappa: 0.5713, kb_relative_information_score: 595792, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.797, predictive_accuracy: 0.7979, prior_entropy: 1, ram_hours: 0, recall: 0.7979, relative_absolute_error: 0.4042, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4496, root_relative_squared_error: 0.8991, run_cpu_time: 3.35,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.8875, kappa: 0.7611, kb_relative_information_score: 642427.4037, mean_absolute_error: 0.1979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8883, predictive_accuracy: 0.8884, prior_entropy: 1, ram_hours: 0, recall: 0.8884, relative_absolute_error: 0.3958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.6306, run_cpu_time: 20.79,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.8695, kappa: 0.7223, kb_relative_information_score: 341194.0119, mean_absolute_error: 0.3598, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8714, predictive_accuracy: 0.8712, prior_entropy: 1, ram_hours: 0, recall: 0.8712, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7616, run_cpu_time: 44.23,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228684, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: 0, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676, run_cpu_time: 4.51,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.2147, kb_relative_information_score: -228382, 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: 76.05,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.8844, kappa: 0.7543, kb_relative_information_score: 739822.2208, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8857, predictive_accuracy: 0.8856, prior_entropy: 1, recall: 0.8856, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.6636,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.8825, kappa: 0.7506, kb_relative_information_score: 738818.7705, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.883, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2657, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.6643,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8839, kappa: 0.7532, kb_relative_information_score: 754278.354, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8853, predictive_accuracy: 0.8851, prior_entropy: 1, recall: 0.8851, relative_absolute_error: 0.248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.6622,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7498, kb_relative_information_score: 766684, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7498, kb_relative_information_score: 766684, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.8776, kappa: 0.7394, kb_relative_information_score: 758476, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8799, predictive_accuracy: 0.8792, prior_entropy: 1, recall: 0.8792, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.695,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8824, kappa: 0.7502, kb_relative_information_score: 767046, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6826,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7498, kb_relative_information_score: 766676, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8747, kappa: 0.7331, kb_relative_information_score: 719063.7075, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8764, prior_entropy: 1, recall: 0.8764, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.6745,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8954, kappa: 0.7778, kb_relative_information_score: 792628, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8964, predictive_accuracy: 0.8963, prior_entropy: 1, recall: 0.8963, relative_absolute_error: 0.2074, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.322, root_relative_squared_error: 0.644,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, f_measure: 0.8652, kappa: 0.7133, kb_relative_information_score: 586911.3889, mean_absolute_error: 0.226, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8665, predictive_accuracy: 0.8667, prior_entropy: 1, recall: 0.8667, relative_absolute_error: 0.4519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3325, root_relative_squared_error: 0.6651,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.8776, kappa: 0.7407, kb_relative_information_score: 756390, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8776, predictive_accuracy: 0.8782, prior_entropy: 1, recall: 0.8782, relative_absolute_error: 0.2436, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.349, root_relative_squared_error: 0.698,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5166, f_measure: 0.4676, kappa: -0, kb_relative_information_score: 56446.9015, mean_absolute_error: 0.4786, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3774, predictive_accuracy: 0.6143, prior_entropy: 1, recall: 0.6143, relative_absolute_error: 0.9573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9741,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_Perceptron(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.88, kappa: 0.7455, kb_relative_information_score: 722687.3058, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8801, predictive_accuracy: 0.8806, prior_entropy: 1, recall: 0.8806, relative_absolute_error: 0.2888, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3325, root_relative_squared_error: 0.6651,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.8514, kappa: 0.6826, kb_relative_information_score: 710002, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8584, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7616,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.8199, kappa: 0.6149, kb_relative_information_score: 416324.4799, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8337, predictive_accuracy: 0.8266, prior_entropy: 1, recall: 0.8266, relative_absolute_error: 0.6245, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.7578,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) 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, 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,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.8839, kappa: 0.7532, kb_relative_information_score: 754421.9083, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8853, predictive_accuracy: 0.8851, prior_entropy: 1, recall: 0.8851, relative_absolute_error: 0.2478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.331, root_relative_squared_error: 0.6621,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8798, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 761129.618, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.2389, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.6664,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8825, kappa: 0.7503, kb_relative_information_score: 767226, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8836, prior_entropy: 1, recall: 0.8836, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3412, root_relative_squared_error: 0.6823,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8826, kappa: 0.7505, kb_relative_information_score: 767258, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8835, predictive_accuracy: 0.8836, prior_entropy: 1, recall: 0.8836, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6823,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8953, kappa: 0.7777, kb_relative_information_score: 792470, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8963, predictive_accuracy: 0.8962, prior_entropy: 1, recall: 0.8962, relative_absolute_error: 0.2075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6443,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8419, f_measure: 0.8586, kappa: 0.699, kb_relative_information_score: 720990, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8606, predictive_accuracy: 0.8605, prior_entropy: 1, recall: 0.8605, relative_absolute_error: 0.279, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3735, root_relative_squared_error: 0.747,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, f_measure: 0.8837, kappa: 0.7536, kb_relative_information_score: 688467.9873, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8838, predictive_accuracy: 0.8843, prior_entropy: 1, recall: 0.8843, relative_absolute_error: 0.3361, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.6511,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.5338, kappa: 0.0161, kb_relative_information_score: 67582, mean_absolute_error: 0.4662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5338, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6828, root_relative_squared_error: 1.3656,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.8306, kappa: 0.6397, kb_relative_information_score: 552605.3821, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8314, predictive_accuracy: 0.8324, prior_entropy: 1, recall: 0.8324, relative_absolute_error: 0.4786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.361, root_relative_squared_error: 0.722,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.8052, kappa: 0.5877, kb_relative_information_score: 513948.6955, mean_absolute_error: 0.2535, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8048, predictive_accuracy: 0.8058, prior_entropy: 1, recall: 0.8058, relative_absolute_error: 0.5069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3925, root_relative_squared_error: 0.785,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5185, f_measure: 0.4676, kappa: -0, kb_relative_information_score: 76298.985, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3774, predictive_accuracy: 0.6143, prior_entropy: 1, recall: 0.6143, relative_absolute_error: 0.9405, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9735,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8825, kappa: 0.7503, kb_relative_information_score: 767226, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8836, prior_entropy: 1, recall: 0.8836, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3412, root_relative_squared_error: 0.6823,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7498, kb_relative_information_score: 766684, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 766950, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.6827,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 766968, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6827,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.8634, kappa: 0.7128, kb_relative_information_score: 725649.6877, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8629, prior_entropy: 1, recall: 0.8629, relative_absolute_error: 0.2744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.7362,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228684, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228684, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8697, f_measure: 0.863, kappa: 0.7121, kb_relative_information_score: 724876.8921, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8639, predictive_accuracy: 0.8625, prior_entropy: 1, recall: 0.8625, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3687, root_relative_squared_error: 0.7373,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_kNNwithPAW(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.8822, kappa: 0.7505, kb_relative_information_score: 683351.3006, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8823, predictive_accuracy: 0.8828, prior_entropy: 1, recall: 0.8828, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6596,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, f_measure: 0.8839, kappa: 0.7539, kb_relative_information_score: 768836, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8839, predictive_accuracy: 0.8844, prior_entropy: 1, recall: 0.8844, relative_absolute_error: 0.2312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6799,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) 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, 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,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 766990, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6827,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8823, kappa: 0.7499, kb_relative_information_score: 766780, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8834, prior_entropy: 1, recall: 0.8834, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.683,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7497, kb_relative_information_score: 766630, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8832, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6832,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.8747, kappa: 0.7331, kb_relative_information_score: 721256.3971, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8764, prior_entropy: 1, recall: 0.8764, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.6726,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8796, f_measure: 0.8822, kappa: 0.7504, kb_relative_information_score: 761083, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8823, predictive_accuracy: 0.8828, prior_entropy: 1, recall: 0.8828, relative_absolute_error: 0.2389, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.6665,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.851, f_measure: 0.8114, kappa: 0.5979, kb_relative_information_score: 492428.9521, mean_absolute_error: 0.2714, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.814, predictive_accuracy: 0.8148, prior_entropy: 1, recall: 0.8148, relative_absolute_error: 0.5429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3741, root_relative_squared_error: 0.7481,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.8535, kappa: 0.6886, kb_relative_information_score: 584222.2706, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8544, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.4512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.6743,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.8741, kappa: 0.7324, kb_relative_information_score: 569109.7485, mean_absolute_error: 0.2374, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8752, predictive_accuracy: 0.8754, prior_entropy: 1, recall: 0.8754, relative_absolute_error: 0.4748, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.6701,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.8534, kappa: 0.6883, kb_relative_information_score: 584113.3404, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8543, predictive_accuracy: 0.8549, prior_entropy: 1, recall: 0.8549, relative_absolute_error: 0.4513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.6744,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8524, kappa: 0.6861, kb_relative_information_score: 583524.8384, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8534, predictive_accuracy: 0.8539, prior_entropy: 1, recall: 0.8539, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6757,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.875, kappa: 0.7341, kb_relative_information_score: 601308.2936, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.8763, prior_entropy: 1, recall: 0.8763, relative_absolute_error: 0.4365, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3327, root_relative_squared_error: 0.6654,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.875, kappa: 0.7341, kb_relative_information_score: 601281.5395, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.8763, prior_entropy: 1, recall: 0.8763, relative_absolute_error: 0.4365, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3327, root_relative_squared_error: 0.6654,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.8535, kappa: 0.6886, kb_relative_information_score: 584222.008, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8544, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.4512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.6743,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8666, f_measure: 0.8802, kappa: 0.7453, kb_relative_information_score: 762572, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.6891,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, f_measure: 0.882, kappa: 0.7493, kb_relative_information_score: 766246, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.883, predictive_accuracy: 0.8831, prior_entropy: 1, recall: 0.8831, relative_absolute_error: 0.2338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.6837,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, f_measure: 0.882, kappa: 0.7492, kb_relative_information_score: 766182, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.883, predictive_accuracy: 0.8831, prior_entropy: 1, recall: 0.8831, relative_absolute_error: 0.2338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.6838,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, f_measure: 0.882, kappa: 0.7493, kb_relative_information_score: 766278, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8831, predictive_accuracy: 0.8831, prior_entropy: 1, recall: 0.8831, relative_absolute_error: 0.2337, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.6837,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.8819, kappa: 0.749, kb_relative_information_score: 765926, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8829, predictive_accuracy: 0.883, prior_entropy: 1, recall: 0.883, relative_absolute_error: 0.2341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3421, root_relative_squared_error: 0.6842,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.884, kappa: 0.7534, kb_relative_information_score: 623743.9071, mean_absolute_error: 0.2074, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.885, predictive_accuracy: 0.885, prior_entropy: 1, recall: 0.885, relative_absolute_error: 0.4148, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3183, root_relative_squared_error: 0.6365,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8801, kappa: 0.7452, kb_relative_information_score: 762488, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8812, prior_entropy: 1, recall: 0.8812, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.6892,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8524, kappa: 0.6861, kb_relative_information_score: 583524.8384, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8534, predictive_accuracy: 0.8539, prior_entropy: 1, recall: 0.8539, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6757,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.882, kappa: 0.7493, kb_relative_information_score: 705518.7742, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.883, predictive_accuracy: 0.8831, prior_entropy: 1, recall: 0.8831, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.6639,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8524, kappa: 0.6861, kb_relative_information_score: 583524.8384, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8534, predictive_accuracy: 0.8539, prior_entropy: 1, recall: 0.8539, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6757,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.874, kappa: 0.7321, kb_relative_information_score: 568932.3075, mean_absolute_error: 0.2374, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8751, predictive_accuracy: 0.8752, prior_entropy: 1, recall: 0.8752, relative_absolute_error: 0.4749, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.6704,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8524, kappa: 0.6861, kb_relative_information_score: 583524.8384, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8534, predictive_accuracy: 0.8539, prior_entropy: 1, recall: 0.8539, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6757,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.8888, kappa: 0.7638, kb_relative_information_score: 668974.3647, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8896, predictive_accuracy: 0.8897, prior_entropy: 1, recall: 0.8897, relative_absolute_error: 0.3615, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3184, root_relative_squared_error: 0.6367,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.8733, kappa: 0.7307, kb_relative_information_score: 749216, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8745, predictive_accuracy: 0.8746, prior_entropy: 1, recall: 0.8746, relative_absolute_error: 0.2508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3541, root_relative_squared_error: 0.7082,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 766968, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6827,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.8536, kappa: 0.6888, kb_relative_information_score: 584220.4698, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8545, predictive_accuracy: 0.8551, prior_entropy: 1, recall: 0.8551, relative_absolute_error: 0.4512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.6742,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.8805, kappa: 0.7462, kb_relative_information_score: 763310, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8817, prior_entropy: 1, recall: 0.8817, relative_absolute_error: 0.2367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.344, root_relative_squared_error: 0.688,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8905, kappa: 0.7672, kb_relative_information_score: 637696.5577, mean_absolute_error: 0.2011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8918, predictive_accuracy: 0.8916, prior_entropy: 1, recall: 0.8916, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3123, root_relative_squared_error: 0.6246,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.8806, kappa: 0.7462, kb_relative_information_score: 763322, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8817, prior_entropy: 1, recall: 0.8817, relative_absolute_error: 0.2367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.344, root_relative_squared_error: 0.688,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, f_measure: 0.882, kappa: 0.7493, kb_relative_information_score: 766278, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8831, predictive_accuracy: 0.8831, prior_entropy: 1, recall: 0.8831, relative_absolute_error: 0.2337, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.6837,