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Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.5868, kappa: 0.3287, kb_relative_information_score: 338912.3893, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5999, predictive_accuracy: 0.6107, prior_entropy: 2.8074, ram_hours: 0.0001, recall: 0.6107, relative_absolute_error: 0.5633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.769, run_cpu_time: 60.23,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8176, f_measure: 0.6332, kappa: 0.4071, kb_relative_information_score: 368092.1355, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6403, predictive_accuracy: 0.6457, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6457, relative_absolute_error: 0.4972, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.7396, run_cpu_time: 13.81,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8097, f_measure: 0.6223, kappa: 0.4091, kb_relative_information_score: 350920.4137, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.656, predictive_accuracy: 0.6052, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6052, relative_absolute_error: 0.5037, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.8196, run_cpu_time: 26.44,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8019, kappa: 0.6825, kb_relative_information_score: 456173.8008, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8029, predictive_accuracy: 0.8031, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8031, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.607, run_cpu_time: 22.88,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 534276.0577, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9222, relative_absolute_error: 0.1174, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.356, run_cpu_time: 336.63,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6357, f_measure: 0.5536, kappa: 0.2848, kb_relative_information_score: 334558.5904, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5258, predictive_accuracy: 0.607, prior_entropy: 2.8074, ram_hours: 0, recall: 0.607, relative_absolute_error: 0.4586, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.9577, run_cpu_time: 7.91,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9168, kappa: 0.8667, kb_relative_information_score: 522028.0108, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9171, predictive_accuracy: 0.9169, prior_entropy: 2.8074, ram_hours: 0.0002, recall: 0.9169, relative_absolute_error: 0.1547, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.134, root_relative_squared_error: 0.3829, run_cpu_time: 250.71,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 533954.9147, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9223, prior_entropy: 2.8074, ram_hours: 0.0013, recall: 0.9223, relative_absolute_error: 0.1188, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.3558, run_cpu_time: 5671.17,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6813, f_measure: 0.5353, kappa: 0.2896, kb_relative_information_score: 325205.0891, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5186, predictive_accuracy: 0.5711, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5711, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.315, root_relative_squared_error: 0.9001, run_cpu_time: 9.07,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6814, f_measure: 0.5596, kappa: 0.3105, kb_relative_information_score: 241686.9427, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5443, predictive_accuracy: 0.5809, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5809, relative_absolute_error: 0.7879, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3145, root_relative_squared_error: 0.8988, run_cpu_time: 12.25,
Jan van Rijn 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1948, kb_relative_information_score: 182595.0142, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, ram_hours: 0.0063, recall: 0.3646, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4261, root_relative_squared_error: 1.2176, run_cpu_time: 391.14,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.5752, kappa: 0.3301, kb_relative_information_score: 322558.1236, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5647, predictive_accuracy: 0.5881, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5881, relative_absolute_error: 0.4807, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3428, root_relative_squared_error: 0.9797, run_cpu_time: 8.4,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.8474, kappa: 0.7563, kb_relative_information_score: 486063.4787, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8486, predictive_accuracy: 0.8474, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8474, relative_absolute_error: 0.2299, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.509, run_cpu_time: 222,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1948, kb_relative_information_score: 182595.0142, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, ram_hours: 0.0002, recall: 0.3646, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4261, root_relative_squared_error: 1.2176, run_cpu_time: 28.65,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.8996, kappa: 0.8387, kb_relative_information_score: 468733.183, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8998, predictive_accuracy: 0.8996, prior_entropy: 2.8074, ram_hours: 0.0007, recall: 0.8996, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.494, run_cpu_time: 172.05,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, f_measure: 0.3231, kappa: 0.0141, kb_relative_information_score: 274993.667, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.2583, predictive_accuracy: 0.4876, prior_entropy: 2.8074, ram_hours: 0, recall: 0.4876, relative_absolute_error: 0.7016, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.8526, run_cpu_time: 11.26,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9247, kappa: 0.8792, kb_relative_information_score: 505505.6272, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9247, predictive_accuracy: 0.9251, prior_entropy: 2.8074, ram_hours: 0.0666, recall: 0.9251, relative_absolute_error: 0.2159, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.4072, run_cpu_time: 1074.24,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6469, f_measure: 0.454, kappa: 0.1717, kb_relative_information_score: 243566.7885, mean_absolute_error: 0.1689, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5057, predictive_accuracy: 0.425, prior_entropy: 2.8074, ram_hours: 0, recall: 0.425, relative_absolute_error: 0.6897, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3576, root_relative_squared_error: 1.0219, run_cpu_time: 23.76,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7731, f_measure: 0.6996, kappa: 0.5653, kb_relative_information_score: 429269.6634, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6556, predictive_accuracy: 0.758, prior_entropy: 2.8074, ram_hours: 0, recall: 0.758, relative_absolute_error: 0.2823, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.7514, run_cpu_time: 7.81,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8019, kappa: 0.6825, kb_relative_information_score: 456173.8008, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8029, predictive_accuracy: 0.8031, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8031, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.607, run_cpu_time: 27.38,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.637, f_measure: 0.5561, kappa: 0.298, kb_relative_information_score: 322580.3627, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5247, predictive_accuracy: 0.5922, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5922, relative_absolute_error: 0.4911, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3338, root_relative_squared_error: 0.954, run_cpu_time: 9.8,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.8385, kappa: 0.7421, kb_relative_information_score: 470922.5427, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8402, predictive_accuracy: 0.8411, prior_entropy: 2.8074, ram_hours: 0.0005, recall: 0.8411, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.5206, run_cpu_time: 132.55,
Jan van Rijn 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1948, kb_relative_information_score: 182595.0142, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, ram_hours: 0.0001, recall: 0.3646, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4261, root_relative_squared_error: 1.2176, run_cpu_time: 43.04,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1948, kb_relative_information_score: 182595.0142, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3646, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4261, root_relative_squared_error: 1.2176, run_cpu_time: 13.94,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8202, kappa: 0.7125, kb_relative_information_score: 471120.5566, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.823, predictive_accuracy: 0.8189, prior_entropy: 2.8074, recall: 0.8189, relative_absolute_error: 0.2345, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.5852, run_cpu_time: 40.5922,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8202, kappa: 0.7125, kb_relative_information_score: 471120.5566, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.823, predictive_accuracy: 0.8189, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8189, relative_absolute_error: 0.2345, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.5852, run_cpu_time: 42.44,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.9506, kappa: 0.9207, kb_relative_information_score: 550043.8458, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9506, predictive_accuracy: 0.9506, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9506, relative_absolute_error: 0.0576, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.3395, run_cpu_time: 8,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.1948, kb_relative_information_score: 182430.3287, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, ram_hours: 0.0019, recall: 0.3646, relative_absolute_error: 0.7415, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4259, root_relative_squared_error: 1.217, run_cpu_time: 43.16,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.8909, kappa: 0.8256, kb_relative_information_score: 513478.0724, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8917, predictive_accuracy: 0.8925, prior_entropy: 2.8074, recall: 0.8925, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1544, root_relative_squared_error: 0.4413,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.8523, kappa: 0.7657, kb_relative_information_score: 492530.3766, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.857, predictive_accuracy: 0.8566, prior_entropy: 2.8074, recall: 0.8566, relative_absolute_error: 0.2283, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.4899,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.8932, kappa: 0.8291, kb_relative_information_score: 499433.7118, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.894, predictive_accuracy: 0.8947, prior_entropy: 2.8074, recall: 0.8947, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.4676,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.8613, kappa: 0.7774, kb_relative_information_score: 494524.5664, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8613, predictive_accuracy: 0.8621, prior_entropy: 2.8074, recall: 0.8621, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.5673,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.8496, kappa: 0.7588, kb_relative_information_score: 486979.7549, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.851, predictive_accuracy: 0.85, prior_entropy: 2.8074, recall: 0.85, relative_absolute_error: 0.175, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.207, root_relative_squared_error: 0.5915,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.8612, kappa: 0.7772, kb_relative_information_score: 494419.8823, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8611, predictive_accuracy: 0.8619, prior_entropy: 2.8074, recall: 0.8619, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.5677,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.8614, kappa: 0.7775, kb_relative_information_score: 494535.3586, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8613, predictive_accuracy: 0.8621, prior_entropy: 2.8074, recall: 0.8621, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.5673,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 532246.4655, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.426,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8387, kappa: 0.7427, kb_relative_information_score: 470374.4035, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8442, predictive_accuracy: 0.8433, prior_entropy: 2.8074, recall: 0.8433, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.185, root_relative_squared_error: 0.5286,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9216, kappa: 0.8745, kb_relative_information_score: 532183.8708, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9216, predictive_accuracy: 0.9221, prior_entropy: 2.8074, recall: 0.9221, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.4263,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9188, kappa: 0.87, kb_relative_information_score: 530399.9238, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9188, predictive_accuracy: 0.9193, prior_entropy: 2.8074, recall: 0.9193, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.434,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6825, f_measure: 0.5521, kappa: 0.2815, kb_relative_information_score: 343200.2474, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5317, predictive_accuracy: 0.6074, prior_entropy: 2.8074, recall: 0.6074, relative_absolute_error: 0.5658, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.8187,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6357, f_measure: 0.5536, kappa: 0.2848, kb_relative_information_score: 334558.5904, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5258, predictive_accuracy: 0.607, prior_entropy: 2.8074, recall: 0.607, relative_absolute_error: 0.4586, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.9577,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8176, f_measure: 0.6332, kappa: 0.4071, kb_relative_information_score: 368092.1355, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6403, predictive_accuracy: 0.6457, prior_entropy: 2.8074, recall: 0.6457, relative_absolute_error: 0.4972, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.7396,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9218, kappa: 0.8749, kb_relative_information_score: 523284.7168, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9218, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1502, root_relative_squared_error: 0.4291,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9188, kappa: 0.8699, kb_relative_information_score: 530377.2603, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9188, predictive_accuracy: 0.9192, prior_entropy: 2.8074, recall: 0.9192, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.4341,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9187, kappa: 0.8698, kb_relative_information_score: 530320.0617, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9187, predictive_accuracy: 0.9192, prior_entropy: 2.8074, recall: 0.9192, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.152, root_relative_squared_error: 0.4343,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.9232, kappa: 0.8769, kb_relative_information_score: 533066.671, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9231, predictive_accuracy: 0.9235, prior_entropy: 2.8074, recall: 0.9235, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.4224,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.9232, kappa: 0.8769, kb_relative_information_score: 533066.671, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9231, predictive_accuracy: 0.9235, prior_entropy: 2.8074, recall: 0.9235, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.4224,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9347, kappa: 0.8952, kb_relative_information_score: 527539.4577, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.935, predictive_accuracy: 0.9348, prior_entropy: 2.8074, recall: 0.9348, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.121, root_relative_squared_error: 0.3457,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7773, f_measure: 0.6781, kappa: 0.5241, kb_relative_information_score: 411436.5979, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6356, predictive_accuracy: 0.7352, prior_entropy: 2.8074, recall: 0.7352, relative_absolute_error: 0.3734, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.7277,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.9506, kappa: 0.9207, kb_relative_information_score: 550043.8458, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9506, predictive_accuracy: 0.9506, prior_entropy: 2.8074, recall: 0.9506, relative_absolute_error: 0.0576, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.3395,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8019, kappa: 0.6825, kb_relative_information_score: 456173.8008, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8029, predictive_accuracy: 0.8031, prior_entropy: 2.8074, recall: 0.8031, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.607,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, f_measure: 0.3231, kappa: 0.0141, kb_relative_information_score: 274993.667, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.2583, predictive_accuracy: 0.4876, prior_entropy: 2.8074, recall: 0.4876, relative_absolute_error: 0.7016, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.8526,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.8611, kappa: 0.7771, kb_relative_information_score: 494361.6045, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8611, predictive_accuracy: 0.8618, prior_entropy: 2.8074, recall: 0.8618, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.5678,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.8611, kappa: 0.7771, kb_relative_information_score: 494362.6838, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8611, predictive_accuracy: 0.8618, prior_entropy: 2.8074, recall: 0.8618, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.5678,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 532247.5447, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.426,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9218, kappa: 0.8749, kb_relative_information_score: 532309.0601, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9218, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4257,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8019, kappa: 0.6825, kb_relative_information_score: 456173.8008, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8029, predictive_accuracy: 0.8031, prior_entropy: 2.8074, recall: 0.8031, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.607,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9217, kappa: 0.8747, kb_relative_information_score: 532247.5447, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.426,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 532261.5745, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4259,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.8776, kappa: 0.8072, kb_relative_information_score: 521617.769, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8856, predictive_accuracy: 0.8813, prior_entropy: 2.8074, recall: 0.8813, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.4366,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8881, kappa: 0.8214, kb_relative_information_score: 510633.8819, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8893, predictive_accuracy: 0.8901, prior_entropy: 2.8074, recall: 0.8901, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.4521,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.8601, kappa: 0.7753, kb_relative_information_score: 485504.0803, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8622, predictive_accuracy: 0.8624, prior_entropy: 2.8074, recall: 0.8624, relative_absolute_error: 0.2544, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.4899,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.8613, kappa: 0.7774, kb_relative_information_score: 494523.4872, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8613, predictive_accuracy: 0.8621, prior_entropy: 2.8074, recall: 0.8621, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.5673,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.5868, kappa: 0.3287, kb_relative_information_score: 338912.3893, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5999, predictive_accuracy: 0.6107, prior_entropy: 2.8074, recall: 0.6107, relative_absolute_error: 0.5633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.769,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9187, kappa: 0.8697, kb_relative_information_score: 530297.3981, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9186, predictive_accuracy: 0.9191, prior_entropy: 2.8074, recall: 0.9191, relative_absolute_error: 0.0944, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.152, root_relative_squared_error: 0.4344,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8431, kappa: 0.7489, kb_relative_information_score: 472664.7696, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8446, predictive_accuracy: 0.8452, prior_entropy: 2.8074, recall: 0.8452, relative_absolute_error: 0.2863, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.5119,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9337, f_measure: 0.9175, kappa: 0.8679, kb_relative_information_score: 529635.8376, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9174, predictive_accuracy: 0.9181, prior_entropy: 2.8074, recall: 0.9181, relative_absolute_error: 0.0956, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.153, root_relative_squared_error: 0.4372,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9216, kappa: 0.8745, kb_relative_information_score: 532182.7916, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9216, predictive_accuracy: 0.9221, prior_entropy: 2.8074, recall: 0.9221, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.4263,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9217, kappa: 0.8747, kb_relative_information_score: 532237.8317, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.426,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9215, kappa: 0.8744, kb_relative_information_score: 532115.8801, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9215, predictive_accuracy: 0.922, prior_entropy: 2.8074, recall: 0.922, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.4266,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8431, kappa: 0.7489, kb_relative_information_score: 472664.39, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8446, predictive_accuracy: 0.8452, prior_entropy: 2.8074, recall: 0.8452, relative_absolute_error: 0.2863, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.5119,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.9182, kappa: 0.8691, kb_relative_information_score: 530100.9805, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9181, predictive_accuracy: 0.9188, prior_entropy: 2.8074, recall: 0.9188, relative_absolute_error: 0.0947, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.4353,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.9208, kappa: 0.8732, kb_relative_information_score: 531656.1333, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9207, predictive_accuracy: 0.9213, prior_entropy: 2.8074, recall: 0.9213, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.15, root_relative_squared_error: 0.4286,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9208, kappa: 0.873, kb_relative_information_score: 523380.0188, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9211, predictive_accuracy: 0.9209, prior_entropy: 2.8074, recall: 0.9209, relative_absolute_error: 0.1543, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.3722,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9271, kappa: 0.8832, kb_relative_information_score: 525896.4014, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9275, predictive_accuracy: 0.9272, prior_entropy: 2.8074, recall: 0.9272, relative_absolute_error: 0.1508, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.358,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.8807, kappa: 0.8095, kb_relative_information_score: 471699.8111, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8829, predictive_accuracy: 0.8832, prior_entropy: 2.8074, recall: 0.8832, relative_absolute_error: 0.3086, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.4822,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9217, kappa: 0.8747, kb_relative_information_score: 533728.1219, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.1186, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.3579,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8361, kappa: 0.7376, kb_relative_information_score: 470491.1124, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8379, predictive_accuracy: 0.8384, prior_entropy: 2.8074, recall: 0.8384, relative_absolute_error: 0.2876, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.5215,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9015, kappa: 0.8424, kb_relative_information_score: 491566.2965, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9025, predictive_accuracy: 0.9029, prior_entropy: 2.8074, recall: 0.9029, relative_absolute_error: 0.2543, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1506, root_relative_squared_error: 0.4303,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8361, kappa: 0.7376, kb_relative_information_score: 470491.1124, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8379, predictive_accuracy: 0.8384, prior_entropy: 2.8074, recall: 0.8384, relative_absolute_error: 0.2876, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.5215,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9221, kappa: 0.8753, kb_relative_information_score: 533558.7322, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.922, predictive_accuracy: 0.9226, prior_entropy: 2.8074, recall: 0.9226, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1269, root_relative_squared_error: 0.3626,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.8826, kappa: 0.8125, kb_relative_information_score: 474690.7142, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8846, predictive_accuracy: 0.885, prior_entropy: 2.8074, recall: 0.885, relative_absolute_error: 0.3007, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.4752,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.923, kappa: 0.8765, kb_relative_information_score: 532979.2543, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9229, predictive_accuracy: 0.9234, prior_entropy: 2.8074, recall: 0.9234, relative_absolute_error: 0.0894, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1479, root_relative_squared_error: 0.4228,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9218, kappa: 0.8749, kb_relative_information_score: 532309.0601, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9218, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4257,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.9182, kappa: 0.8689, kb_relative_information_score: 530014.6431, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9181, predictive_accuracy: 0.9187, prior_entropy: 2.8074, recall: 0.9187, relative_absolute_error: 0.0949, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1524, root_relative_squared_error: 0.4356,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.8425, kappa: 0.7478, kb_relative_information_score: 472237.1991, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8438, predictive_accuracy: 0.8444, prior_entropy: 2.8074, recall: 0.8444, relative_absolute_error: 0.286, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.5136,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.9213, kappa: 0.8738, kb_relative_information_score: 531934.5715, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9212, predictive_accuracy: 0.9217, prior_entropy: 2.8074, recall: 0.9217, relative_absolute_error: 0.0913, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.4273,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9217, kappa: 0.8747, kb_relative_information_score: 532237.8317, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.426,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.915, kappa: 0.8638, kb_relative_information_score: 528085.0017, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.915, predictive_accuracy: 0.9156, prior_entropy: 2.8074, recall: 0.9156, relative_absolute_error: 0.0985, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.4438,
Jan van Rijn 9 years ago
ran flow moa.BLAST(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9221, kappa: 0.8753, kb_relative_information_score: 533558.7322, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.922, predictive_accuracy: 0.9226, prior_entropy: 2.8074, recall: 0.9226, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1269, root_relative_squared_error: 0.3626,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8361, kappa: 0.7376, kb_relative_information_score: 470491.0999, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8379, predictive_accuracy: 0.8384, prior_entropy: 2.8074, recall: 0.8384, relative_absolute_error: 0.2876, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.5215,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.8428, kappa: 0.7483, kb_relative_information_score: 472382.349, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8443, predictive_accuracy: 0.8448, prior_entropy: 2.8074, recall: 0.8448, relative_absolute_error: 0.2861, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.5134,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.9213, kappa: 0.8738, kb_relative_information_score: 531934.5715, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9212, predictive_accuracy: 0.9217, prior_entropy: 2.8074, recall: 0.9217, relative_absolute_error: 0.0913, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.4273,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8354, kappa: 0.7364, kb_relative_information_score: 469824.3463, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8363, predictive_accuracy: 0.8372, prior_entropy: 2.8074, recall: 0.8372, relative_absolute_error: 0.2869, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.5254,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8361, kappa: 0.7376, kb_relative_information_score: 470491.1124, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8379, predictive_accuracy: 0.8384, prior_entropy: 2.8074, recall: 0.8384, relative_absolute_error: 0.2876, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.5215,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.8428, kappa: 0.7483, kb_relative_information_score: 472382.349, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8443, predictive_accuracy: 0.8448, prior_entropy: 2.8074, recall: 0.8448, relative_absolute_error: 0.2861, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.5134,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9218, kappa: 0.8749, kb_relative_information_score: 532309.0601, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9218, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4257,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.8569, kappa: 0.7711, kb_relative_information_score: 478772.2178, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8607, predictive_accuracy: 0.8606, prior_entropy: 2.8074, recall: 0.8606, relative_absolute_error: 0.268, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.51,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.8541, kappa: 0.7661, kb_relative_information_score: 489492.3883, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8573, predictive_accuracy: 0.8573, prior_entropy: 2.8074, recall: 0.8573, relative_absolute_error: 0.2398, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.4876,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.9231, kappa: 0.8768, kb_relative_information_score: 533049.4035, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.923, predictive_accuracy: 0.9235, prior_entropy: 2.8074, recall: 0.9235, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.4225,