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Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.8828, kappa: 0.7508, kb_relative_information_score: 625570.1166, mean_absolute_error: 0.2071, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8842, predictive_accuracy: 0.884, prior_entropy: 1, ram_hours: 0, recall: 0.884, relative_absolute_error: 0.4142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.6358, run_cpu_time: 48.34,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.2147, kb_relative_information_score: -228362, mean_absolute_error: 0.6142, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: 0.0009, recall: 0.3857, relative_absolute_error: 1.2284, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7835, root_relative_squared_error: 1.5671, run_cpu_time: 70.48,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.8462, kappa: 0.6714, kb_relative_information_score: 699882, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8531, predictive_accuracy: 0.8499, prior_entropy: 1, ram_hours: 0, recall: 0.8499, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.7747, run_cpu_time: 3.86,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8472, kappa: 0.6749, kb_relative_information_score: 580216.2007, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8489, prior_entropy: 1, ram_hours: 0, recall: 0.8489, relative_absolute_error: 0.4539, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.6877, run_cpu_time: 7.33,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8796, f_measure: 0.8629, kappa: 0.7095, kb_relative_information_score: 581581.9369, mean_absolute_error: 0.2253, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8629, predictive_accuracy: 0.8636, prior_entropy: 1, ram_hours: 0, recall: 0.8636, relative_absolute_error: 0.4507, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.6868, run_cpu_time: 139.01,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 459952.1031, 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: 0.5805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7328, run_cpu_time: 5.51,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8859, f_measure: 0.8878, kappa: 0.7616, kb_relative_information_score: 647945.3367, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8889, predictive_accuracy: 0.8888, prior_entropy: 1, ram_hours: 0.0002, recall: 0.8888, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3128, root_relative_squared_error: 0.6256, run_cpu_time: 94.88,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.8632, kappa: 0.71, kb_relative_information_score: 581447.5861, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8633, predictive_accuracy: 0.864, prior_entropy: 1, ram_hours: 0.0004, recall: 0.864, relative_absolute_error: 0.451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3432, root_relative_squared_error: 0.6864, run_cpu_time: 3520.44,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.8326, kappa: 0.6443, kb_relative_information_score: 433056.0875, mean_absolute_error: 0.3056, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8331, predictive_accuracy: 0.8342, prior_entropy: 1, ram_hours: 0.1903, recall: 0.8342, relative_absolute_error: 0.6111, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3665, root_relative_squared_error: 0.733, run_cpu_time: 4460.03,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5072, f_measure: 0.533, kappa: 0.0144, kb_relative_information_score: 65962, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.533, predictive_accuracy: 0.533, prior_entropy: 1, ram_hours: 0, recall: 0.533, relative_absolute_error: 0.934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6834, root_relative_squared_error: 1.3668, run_cpu_time: 3.37,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, 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: 3.92,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8464, f_measure: 0.8018, kappa: 0.5775, kb_relative_information_score: 474224.0024, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.804, predictive_accuracy: 0.8053, prior_entropy: 1, ram_hours: 0.0014, recall: 0.8053, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3798, root_relative_squared_error: 0.7596, run_cpu_time: 152.52,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.637, f_measure: 0.6658, kappa: 0.2856, kb_relative_information_score: 351604, 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: 3.4,
Jan van Rijn 11 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 11 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 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8472, kappa: 0.6749, kb_relative_information_score: 580216.2007, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8489, prior_entropy: 1, ram_hours: 0, recall: 0.8489, relative_absolute_error: 0.4539, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.6877, run_cpu_time: 8.18,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8292, kappa: 0.6366, kb_relative_information_score: 549644.2299, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8301, predictive_accuracy: 0.8312, prior_entropy: 1, ram_hours: 0, recall: 0.8312, relative_absolute_error: 0.4816, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7238, run_cpu_time: 9.69,
Jan van Rijn 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, 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: -7.976, 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: 25534.47,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.821, kappa: 0.6173, kb_relative_information_score: 448714.8219, 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: 6.32,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, 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: 42.13,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.4676, kappa: -0, kb_relative_information_score: 76247.0213, mean_absolute_error: 0.4703, 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: 4.47,
Jan van Rijn 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, 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: -8.3905, 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: 26494.66,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.8688, kappa: 0.7208, kb_relative_information_score: 340874.7613, mean_absolute_error: 0.3599, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8704, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8704, relative_absolute_error: 0.7198, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3811, root_relative_squared_error: 0.7622, run_cpu_time: 49.07,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.8239, kappa: 0.624, kb_relative_information_score: 547406.7663, mean_absolute_error: 0.2419, 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: 4.92,
Jan van Rijn 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, 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: 0.0126, 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: 428.69,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.852, kappa: 0.6853, kb_relative_information_score: 582729.9667, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8529, predictive_accuracy: 0.8535, prior_entropy: 1, ram_hours: 0, recall: 0.8535, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.6768, run_cpu_time: 41.08,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.8256, kappa: 0.6276, kb_relative_information_score: 544382.1879, 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: 4.78,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.8821, kappa: 0.7495, kb_relative_information_score: 629911.056, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8829, predictive_accuracy: 0.8831, prior_entropy: 1, ram_hours: 0, recall: 0.8831, relative_absolute_error: 0.4086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.6406, run_cpu_time: 20.39,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, f_measure: 0.8782, kappa: 0.741, kb_relative_information_score: 730915.0047, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8795, predictive_accuracy: 0.8795, prior_entropy: 1, recall: 0.8795, relative_absolute_error: 0.2731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.6768,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8796, f_measure: 0.8764, kappa: 0.7376, kb_relative_information_score: 730106.6586, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8773, prior_entropy: 1, recall: 0.8773, relative_absolute_error: 0.2739, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.6774,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8622, f_measure: 0.8762, kappa: 0.7369, kb_relative_information_score: 754862, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8774, prior_entropy: 1, recall: 0.8774, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7002,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.8725, kappa: 0.7286, kb_relative_information_score: 748484, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8748, predictive_accuracy: 0.8742, prior_entropy: 1, recall: 0.8742, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7092,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8622, f_measure: 0.8762, kappa: 0.7369, kb_relative_information_score: 754862, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8774, prior_entropy: 1, recall: 0.8774, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7002,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8766, kappa: 0.7378, kb_relative_information_score: 755628, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8777, predictive_accuracy: 0.8778, prior_entropy: 1, recall: 0.8778, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.6991,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8622, f_measure: 0.8762, kappa: 0.7369, kb_relative_information_score: 754854, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8774, prior_entropy: 1, recall: 0.8774, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7002,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8795, f_measure: 0.8693, kappa: 0.7217, kb_relative_information_score: 712262.2495, mean_absolute_error: 0.1465, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8717, predictive_accuracy: 0.8711, prior_entropy: 1, recall: 0.8711, relative_absolute_error: 0.293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.6854,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.8877, kappa: 0.7614, kb_relative_information_score: 777630, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8889, predictive_accuracy: 0.8888, prior_entropy: 1, recall: 0.8888, relative_absolute_error: 0.2224, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3334, root_relative_squared_error: 0.6669,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8466, f_measure: 0.8588, kappa: 0.7006, kb_relative_information_score: 719322, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8589, predictive_accuracy: 0.8597, prior_entropy: 1, recall: 0.8597, relative_absolute_error: 0.2807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3746, root_relative_squared_error: 0.7492,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_kNN(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8765, f_measure: 0.8751, kappa: 0.7349, kb_relative_information_score: 668149.4036, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8761, prior_entropy: 1, recall: 0.8761, relative_absolute_error: 0.3569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3325, root_relative_squared_error: 0.6649,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_Perceptron(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8741, kappa: 0.7331, kb_relative_information_score: 708945.2669, mean_absolute_error: 0.1515, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8742, predictive_accuracy: 0.8748, prior_entropy: 1, recall: 0.8748, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3391, root_relative_squared_error: 0.6781,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5166, f_measure: 0.4676, kappa: -0, kb_relative_information_score: 55752.2224, mean_absolute_error: 0.4789, 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: 0.9578, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9743,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8602, kappa: 0.7028, kb_relative_information_score: 577605.4323, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8613, predictive_accuracy: 0.8617, prior_entropy: 1, recall: 0.8617, relative_absolute_error: 0.4611, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3374, root_relative_squared_error: 0.6749,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8715, kappa: 0.7277, kb_relative_information_score: 744074, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8714, predictive_accuracy: 0.872, prior_entropy: 1, recall: 0.872, relative_absolute_error: 0.2559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7154,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.8462, kappa: 0.6714, kb_relative_information_score: 699882, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8531, predictive_accuracy: 0.8499, prior_entropy: 1, recall: 0.8499, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.7747,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8171, kappa: 0.6089, kb_relative_information_score: 413485.2991, mean_absolute_error: 0.3135, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.831, predictive_accuracy: 0.824, prior_entropy: 1, recall: 0.824, relative_absolute_error: 0.6271, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.38, root_relative_squared_error: 0.7599,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8292, kappa: 0.6366, kb_relative_information_score: 549644.2299, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8301, predictive_accuracy: 0.8312, prior_entropy: 1, recall: 0.8312, relative_absolute_error: 0.4816, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7238,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8472, kappa: 0.6749, kb_relative_information_score: 580216.2007, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8489, prior_entropy: 1, recall: 0.8489, relative_absolute_error: 0.4539, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.6877,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8764, kappa: 0.7374, kb_relative_information_score: 749695.146, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.8776, prior_entropy: 1, recall: 0.8776, relative_absolute_error: 0.2503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6821,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.8777, kappa: 0.7399, kb_relative_information_score: 743763.0413, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8791, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.2583, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6766,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, f_measure: 0.8765, kappa: 0.7374, kb_relative_information_score: 755398, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8776, predictive_accuracy: 0.8777, prior_entropy: 1, recall: 0.8777, relative_absolute_error: 0.2446, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.6994,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8765, kappa: 0.7376, kb_relative_information_score: 755394, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.8777, prior_entropy: 1, recall: 0.8777, relative_absolute_error: 0.2446, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.6994,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8744, f_measure: 0.8877, kappa: 0.7613, kb_relative_information_score: 777444, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8887, prior_entropy: 1, recall: 0.8887, relative_absolute_error: 0.2226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.6672,
Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8464, f_measure: 0.8018, kappa: 0.5775, kb_relative_information_score: 474224.0024, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.804, predictive_accuracy: 0.8053, prior_entropy: 1, recall: 0.8053, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3798, root_relative_squared_error: 0.7596,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.8784, kappa: 0.7424, kb_relative_information_score: 677139.5564, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8785, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.3475, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.6638,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8356, f_measure: 0.8023, kappa: 0.5816, kb_relative_information_score: 509728.0732, mean_absolute_error: 0.2555, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8019, predictive_accuracy: 0.8029, prior_entropy: 1, recall: 0.8029, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3943, root_relative_squared_error: 0.7886,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5072, f_measure: 0.533, kappa: 0.0144, kb_relative_information_score: 65962, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.533, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6834, root_relative_squared_error: 1.3668,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.4676, kappa: -0, kb_relative_information_score: 76247.0213, mean_absolute_error: 0.4703, 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,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8766, kappa: 0.7377, kb_relative_information_score: 755562, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8776, predictive_accuracy: 0.8778, prior_entropy: 1, recall: 0.8778, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.6992,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.8764, kappa: 0.7374, kb_relative_information_score: 755238, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.8776, prior_entropy: 1, recall: 0.8776, relative_absolute_error: 0.2448, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.6997,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.8604, kappa: 0.7066, kb_relative_information_score: 719765.2012, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8613, predictive_accuracy: 0.86, prior_entropy: 1, recall: 0.86, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3722, root_relative_squared_error: 0.7444,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8602, kappa: 0.7061, kb_relative_information_score: 719131.6599, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8611, predictive_accuracy: 0.8597, prior_entropy: 1, recall: 0.8597, relative_absolute_error: 0.2809, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3726, root_relative_squared_error: 0.7453,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, 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(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, 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_SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.8781, kappa: 0.7418, kb_relative_information_score: 757292, mean_absolute_error: 0.1214, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8781, predictive_accuracy: 0.8786, prior_entropy: 1, recall: 0.8786, relative_absolute_error: 0.2427, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.6967,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8472, kappa: 0.6749, kb_relative_information_score: 580216.2007, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8489, prior_entropy: 1, recall: 0.8489, relative_absolute_error: 0.4539, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.6877,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, f_measure: 0.8764, kappa: 0.7373, kb_relative_information_score: 755174, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8776, prior_entropy: 1, recall: 0.8776, relative_absolute_error: 0.2448, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.6998,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, f_measure: 0.8763, kappa: 0.737, kb_relative_information_score: 754898, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8774, prior_entropy: 1, recall: 0.8774, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7001,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8623, f_measure: 0.8763, kappa: 0.7371, kb_relative_information_score: 755022, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8775, prior_entropy: 1, recall: 0.8775, relative_absolute_error: 0.245, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.35, root_relative_squared_error: 0.7,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8738, f_measure: 0.8764, kappa: 0.7381, kb_relative_information_score: 749652, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.2503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6822,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.8777, kappa: 0.7399, kb_relative_information_score: 743644.4695, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8791, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.2584, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.6767,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.8693, kappa: 0.7217, kb_relative_information_score: 714118.4971, mean_absolute_error: 0.1456, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8717, predictive_accuracy: 0.8711, prior_entropy: 1, recall: 0.8711, relative_absolute_error: 0.2912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.6838,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.8526, kappa: 0.6867, kb_relative_information_score: 582892.1874, mean_absolute_error: 0.2262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8535, predictive_accuracy: 0.8541, prior_entropy: 1, recall: 0.8541, relative_absolute_error: 0.4524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.6759,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.8689, kappa: 0.7214, kb_relative_information_score: 562373.3625, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.87, predictive_accuracy: 0.8703, prior_entropy: 1, recall: 0.8703, relative_absolute_error: 0.481, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.6765,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8517, kappa: 0.6845, kb_relative_information_score: 582632.7072, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8527, predictive_accuracy: 0.8532, prior_entropy: 1, recall: 0.8532, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6767,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.8528, kappa: 0.687, kb_relative_information_score: 582850.6517, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8537, predictive_accuracy: 0.8543, prior_entropy: 1, recall: 0.8543, relative_absolute_error: 0.4525, 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(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8773, f_measure: 0.8694, kappa: 0.7224, kb_relative_information_score: 593850.175, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8707, predictive_accuracy: 0.8709, prior_entropy: 1, recall: 0.8709, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.6726,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8773, f_measure: 0.8832, kappa: 0.7518, kb_relative_information_score: 653399.7748, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8842, prior_entropy: 1, recall: 0.8842, relative_absolute_error: 0.3783, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.6489,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.8526, kappa: 0.6867, kb_relative_information_score: 582892.1599, mean_absolute_error: 0.2262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8535, predictive_accuracy: 0.8541, prior_entropy: 1, recall: 0.8541, relative_absolute_error: 0.4524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.6759,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.8738, kappa: 0.7319, kb_relative_information_score: 750132, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8749, predictive_accuracy: 0.8751, prior_entropy: 1, recall: 0.8751, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3535, root_relative_squared_error: 0.7069,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8621, f_measure: 0.876, kappa: 0.7364, kb_relative_information_score: 754318, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.2457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3505, root_relative_squared_error: 0.701,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.8759, kappa: 0.7363, kb_relative_information_score: 754284, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8771, prior_entropy: 1, recall: 0.8771, relative_absolute_error: 0.2457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3505, root_relative_squared_error: 0.701,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8621, f_measure: 0.8759, kappa: 0.7364, kb_relative_information_score: 754290, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8771, prior_entropy: 1, recall: 0.8771, relative_absolute_error: 0.2457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3505, root_relative_squared_error: 0.701,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8618, f_measure: 0.8758, kappa: 0.7361, kb_relative_information_score: 754088, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.2459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.7013,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.8877, kappa: 0.7614, kb_relative_information_score: 647843.9552, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8888, prior_entropy: 1, recall: 0.8888, relative_absolute_error: 0.3903, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3129, root_relative_squared_error: 0.6258,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.8743, kappa: 0.7327, kb_relative_information_score: 751078, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8754, predictive_accuracy: 0.8755, prior_entropy: 1, recall: 0.8755, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.7056,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8517, kappa: 0.6845, kb_relative_information_score: 582631.818, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8527, predictive_accuracy: 0.8532, prior_entropy: 1, recall: 0.8532, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6767,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.8743, kappa: 0.7328, kb_relative_information_score: 666718.4976, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8754, predictive_accuracy: 0.8755, prior_entropy: 1, recall: 0.8755, relative_absolute_error: 0.3543, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.6794,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.8688, kappa: 0.7212, kb_relative_information_score: 562185.304, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8699, predictive_accuracy: 0.8701, prior_entropy: 1, recall: 0.8701, relative_absolute_error: 0.4811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.6768,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8517, kappa: 0.6845, kb_relative_information_score: 582632.7072, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8527, predictive_accuracy: 0.8532, prior_entropy: 1, recall: 0.8532, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6767,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8517, kappa: 0.6845, kb_relative_information_score: 582632.7072, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8527, predictive_accuracy: 0.8532, prior_entropy: 1, recall: 0.8532, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6767,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8773, f_measure: 0.8694, kappa: 0.7223, kb_relative_information_score: 593881.4019, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8707, predictive_accuracy: 0.8708, prior_entropy: 1, recall: 0.8708, relative_absolute_error: 0.4434, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.6726,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.8673, kappa: 0.7179, kb_relative_information_score: 737358, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8684, predictive_accuracy: 0.8687, prior_entropy: 1, recall: 0.8687, relative_absolute_error: 0.2626, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.7248,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.8764, kappa: 0.7374, kb_relative_information_score: 755238, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.8776, prior_entropy: 1, recall: 0.8776, relative_absolute_error: 0.2448, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.6997,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8839, f_measure: 0.8527, kappa: 0.6868, kb_relative_information_score: 583090.476, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8536, predictive_accuracy: 0.8542, prior_entropy: 1, recall: 0.8542, relative_absolute_error: 0.4523, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6756,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.8743, kappa: 0.7328, kb_relative_information_score: 750962, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8753, predictive_accuracy: 0.8755, prior_entropy: 1, recall: 0.8755, relative_absolute_error: 0.249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3529, root_relative_squared_error: 0.7057,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.888, kappa: 0.7621, kb_relative_information_score: 648246.0064, mean_absolute_error: 0.195, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8891, predictive_accuracy: 0.8891, prior_entropy: 1, recall: 0.8891, relative_absolute_error: 0.39, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.625,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.8743, kappa: 0.7329, kb_relative_information_score: 751074, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8753, predictive_accuracy: 0.8755, prior_entropy: 1, recall: 0.8755, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.7056,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8621, f_measure: 0.8759, kappa: 0.7364, kb_relative_information_score: 754290, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8771, prior_entropy: 1, recall: 0.8771, relative_absolute_error: 0.2457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3505, root_relative_squared_error: 0.701,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.8723, kappa: 0.7285, kb_relative_information_score: 747092, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8734, predictive_accuracy: 0.8735, prior_entropy: 1, recall: 0.8735, relative_absolute_error: 0.2529, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3556, root_relative_squared_error: 0.7112,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.8528, kappa: 0.687, kb_relative_information_score: 582850.6517, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8537, predictive_accuracy: 0.8543, prior_entropy: 1, recall: 0.8543, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6757,