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Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.8596, kappa: 0.7157, kb_relative_information_score: 610746.505, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8596, predictive_accuracy: 0.8597, prior_entropy: 1, ram_hours: 0.0008, recall: 0.8597, relative_absolute_error: 0.4126, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3292, root_relative_squared_error: 0.6585, run_cpu_time: 5320.8358,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8597, kappa: 0.7168, kb_relative_information_score: 620183.0807, mean_absolute_error: 0.2022, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8605, predictive_accuracy: 0.8595, prior_entropy: 1, ram_hours: 0, recall: 0.8595, relative_absolute_error: 0.4044, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.6469, run_cpu_time: 8.9985,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.8573, kappa: 0.7133, kb_relative_information_score: 713856, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8613, predictive_accuracy: 0.8569, prior_entropy: 1, ram_hours: 0, recall: 0.8569, relative_absolute_error: 0.2861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3779, root_relative_squared_error: 0.7558, run_cpu_time: 7.4554,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.8898, kappa: 0.7771, kb_relative_information_score: 696291.6935, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8899, predictive_accuracy: 0.8898, prior_entropy: 1, ram_hours: 0.0107, recall: 0.8898, relative_absolute_error: 0.3258, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2863, root_relative_squared_error: 0.5726, run_cpu_time: 325.8237,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.8769, kappa: 0.7506, kb_relative_information_score: 410371.4374, mean_absolute_error: 0.3222, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.877, prior_entropy: 1, ram_hours: 0.0007, recall: 0.877, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3537, root_relative_squared_error: 0.7073, run_cpu_time: 98.7573,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.8599, kappa: 0.7163, kb_relative_information_score: 610702.3163, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8598, predictive_accuracy: 0.8599, prior_entropy: 1, ram_hours: 0, recall: 0.8599, relative_absolute_error: 0.4126, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3293, root_relative_squared_error: 0.6587, run_cpu_time: 255.1543,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.8096, kappa: 0.618, kb_relative_information_score: 480260.8684, mean_absolute_error: 0.2752, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8147, predictive_accuracy: 0.809, prior_entropy: 1, ram_hours: 0.0394, recall: 0.809, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.7362, run_cpu_time: 808.4159,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8768, f_measure: 0.8655, kappa: 0.7281, kb_relative_information_score: 654655.5182, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8658, predictive_accuracy: 0.8654, prior_entropy: 1, ram_hours: 0, recall: 0.8654, relative_absolute_error: 0.3697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3391, root_relative_squared_error: 0.6782, run_cpu_time: 11.54,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8778, kappa: 0.7526, kb_relative_information_score: 676065.2711, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 1, ram_hours: 0, recall: 0.8778, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.309, root_relative_squared_error: 0.6179, run_cpu_time: 15.97,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8778, kappa: 0.7526, kb_relative_information_score: 676065.2711, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 1, ram_hours: 0, recall: 0.8778, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.309, root_relative_squared_error: 0.6179, run_cpu_time: 16.07,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.8832, kappa: 0.7636, kb_relative_information_score: 680533.6703, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8832, predictive_accuracy: 0.8832, prior_entropy: 1, ram_hours: 0.001, recall: 0.8832, relative_absolute_error: 0.3432, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2961, root_relative_squared_error: 0.5921, run_cpu_time: 150,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.8832, kappa: 0.7636, kb_relative_information_score: 680533.782, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8832, predictive_accuracy: 0.8832, prior_entropy: 1, ram_hours: 0.0006, recall: 0.8832, relative_absolute_error: 0.3432, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2961, root_relative_squared_error: 0.5921, run_cpu_time: 86.1289,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8789, kappa: 0.7549, kb_relative_information_score: 680251.1713, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8789, predictive_accuracy: 0.879, prior_entropy: 1, ram_hours: 0, recall: 0.879, relative_absolute_error: 0.3408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.6163, run_cpu_time: 23.1262,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2751, kb_relative_information_score: -108016, mean_absolute_error: 0.554, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1989, predictive_accuracy: 0.446, prior_entropy: 1, ram_hours: 0, recall: 0.446, relative_absolute_error: 1.108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7443, root_relative_squared_error: 1.4886, run_cpu_time: 6.0748,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8586, kappa: 0.714, kb_relative_information_score: 502818.9844, mean_absolute_error: 0.2706, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8587, predictive_accuracy: 0.8585, prior_entropy: 1, ram_hours: 0.057, recall: 0.8585, relative_absolute_error: 0.5413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3358, root_relative_squared_error: 0.6715, run_cpu_time: 758.87,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.395, kappa: -0, kb_relative_information_score: 15859.977, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3069, predictive_accuracy: 0.554, prior_entropy: 1, ram_hours: 0, recall: 0.554, relative_absolute_error: 0.9884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, run_cpu_time: 5.9036,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2751, kb_relative_information_score: -107930, mean_absolute_error: 0.554, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1989, predictive_accuracy: 0.446, prior_entropy: 1, ram_hours: 0.0016, recall: 0.446, relative_absolute_error: 1.1079, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7441, root_relative_squared_error: 1.4882, run_cpu_time: 62.0149,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6481, f_measure: 0.6508, kappa: 0.295, kb_relative_information_score: 300436, mean_absolute_error: 0.3498, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6518, predictive_accuracy: 0.6502, prior_entropy: 1, ram_hours: 0, recall: 0.6502, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5914, root_relative_squared_error: 1.1828, run_cpu_time: 10,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8252, kappa: 0.6455, kb_relative_information_score: 630194.7391, mean_absolute_error: 0.1881, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8336, predictive_accuracy: 0.8278, prior_entropy: 1, ram_hours: 0, recall: 0.8278, relative_absolute_error: 0.3763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3701, root_relative_squared_error: 0.7402, run_cpu_time: 11.5865,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2751, kb_relative_information_score: -108016, mean_absolute_error: 0.554, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1989, predictive_accuracy: 0.446, prior_entropy: 1, ram_hours: 0.0009, recall: 0.446, relative_absolute_error: 1.108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7443, root_relative_squared_error: 1.4886, run_cpu_time: 60.15,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5056, kappa: -0.0005, kb_relative_information_score: 11138, mean_absolute_error: 0.4944, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5056, predictive_accuracy: 0.5056, prior_entropy: 1, ram_hours: 0, recall: 0.5056, relative_absolute_error: 0.9889, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7032, root_relative_squared_error: 1.4063, run_cpu_time: 5.53,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.8287, kappa: 0.6525, kb_relative_information_score: 637064.1808, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.8308, prior_entropy: 1, ram_hours: 0, recall: 0.8308, relative_absolute_error: 0.3694, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.7341, run_cpu_time: 8.5909,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5387, f_measure: 0.5439, kappa: 0.0774, kb_relative_information_score: 87648, mean_absolute_error: 0.4562, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5441, predictive_accuracy: 0.5438, prior_entropy: 1, ram_hours: 0, recall: 0.5438, relative_absolute_error: 0.9124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6754, root_relative_squared_error: 1.3508, run_cpu_time: 5.651,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.8545, kappa: 0.7054, kb_relative_information_score: 613330.7525, mean_absolute_error: 0.2058, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8544, predictive_accuracy: 0.8545, prior_entropy: 1, ram_hours: 0, recall: 0.8545, relative_absolute_error: 0.4115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.6728, run_cpu_time: 6.3182,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8545, f_measure: 0.8486, kappa: 0.6975, kb_relative_information_score: 696524, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8574, predictive_accuracy: 0.8482, prior_entropy: 1, ram_hours: 0, recall: 0.8482, relative_absolute_error: 0.3035, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3892, root_relative_squared_error: 0.7784, run_cpu_time: 5.2899,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.8722, kappa: 0.7408, kb_relative_information_score: 648086.3036, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.873, predictive_accuracy: 0.8727, prior_entropy: 1, recall: 0.8727, relative_absolute_error: 0.3701, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.328, root_relative_squared_error: 0.6559,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8605, kappa: 0.7183, kb_relative_information_score: 627927.0974, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8612, predictive_accuracy: 0.8603, prior_entropy: 1, recall: 0.8603, relative_absolute_error: 0.3907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.6701,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.8722, kappa: 0.7408, kb_relative_information_score: 716383.0716, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.873, predictive_accuracy: 0.8727, prior_entropy: 1, recall: 0.8727, relative_absolute_error: 0.2877, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.6435,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.8794, kappa: 0.7563, kb_relative_information_score: 758698, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8793, prior_entropy: 1, recall: 0.8793, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.6947,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.8794, kappa: 0.7563, kb_relative_information_score: 758698, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8793, prior_entropy: 1, recall: 0.8793, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.6947,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.8794, kappa: 0.7563, kb_relative_information_score: 758698, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8793, prior_entropy: 1, recall: 0.8793, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.6947,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8778, kappa: 0.7527, kb_relative_information_score: 755708, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8779, prior_entropy: 1, recall: 0.8779, relative_absolute_error: 0.2443, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.699,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.8793, kappa: 0.7561, kb_relative_information_score: 758494, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8795, predictive_accuracy: 0.8792, prior_entropy: 1, recall: 0.8792, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.695,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, f_measure: 0.8587, kappa: 0.7132, kb_relative_information_score: 552500.8236, mean_absolute_error: 0.2394, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8602, prior_entropy: 1, recall: 0.8602, relative_absolute_error: 0.4787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.6922,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_kNN(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.8804, kappa: 0.7582, kb_relative_information_score: 713792.1106, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8807, predictive_accuracy: 0.8802, prior_entropy: 1, recall: 0.8802, relative_absolute_error: 0.3003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.6447,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.8796, kappa: 0.757, kb_relative_information_score: 756942.3339, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8805, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.2436, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.6785,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.5046, kappa: 0.0006, kb_relative_information_score: -145.5607, mean_absolute_error: 0.5001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5062, predictive_accuracy: 0.52, prior_entropy: 1, recall: 0.52, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0001,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6481, f_measure: 0.6508, kappa: 0.295, kb_relative_information_score: 300436, mean_absolute_error: 0.3498, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6518, predictive_accuracy: 0.6502, prior_entropy: 1, recall: 0.6502, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5914, root_relative_squared_error: 1.1828,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8778, kappa: 0.7526, kb_relative_information_score: 676065.2711, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 1, recall: 0.8778, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.309, root_relative_squared_error: 0.6179,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8778, kappa: 0.7526, kb_relative_information_score: 676065.2711, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 1, recall: 0.8778, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.309, root_relative_squared_error: 0.6179,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8722, kappa: 0.7408, kb_relative_information_score: 717336.449, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.873, predictive_accuracy: 0.8727, prior_entropy: 1, recall: 0.8727, relative_absolute_error: 0.2868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6427,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8777, kappa: 0.7525, kb_relative_information_score: 737946.9859, mean_absolute_error: 0.1311, 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: 0.2621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.6594,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.8794, kappa: 0.7562, kb_relative_information_score: 758694, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8793, prior_entropy: 1, recall: 0.8793, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3474, root_relative_squared_error: 0.6947,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.8793, kappa: 0.7561, kb_relative_information_score: 758494, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8795, predictive_accuracy: 0.8792, prior_entropy: 1, recall: 0.8792, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.695,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.8096, kappa: 0.618, kb_relative_information_score: 480260.8684, mean_absolute_error: 0.2752, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8147, predictive_accuracy: 0.809, prior_entropy: 1, recall: 0.809, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.7362,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.879, kappa: 0.7553, kb_relative_information_score: 757718, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8792, predictive_accuracy: 0.8789, prior_entropy: 1, recall: 0.8789, relative_absolute_error: 0.2423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.6961,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2751, kb_relative_information_score: -108016, mean_absolute_error: 0.554, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1989, predictive_accuracy: 0.446, prior_entropy: 1, recall: 0.446, relative_absolute_error: 1.108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7443, root_relative_squared_error: 1.4886,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8781, kappa: 0.7535, kb_relative_information_score: 633297.4159, mean_absolute_error: 0.199, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8782, predictive_accuracy: 0.878, prior_entropy: 1, recall: 0.878, relative_absolute_error: 0.398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.6395,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5395, f_measure: 0.5438, kappa: 0.0772, kb_relative_information_score: 87436.254, mean_absolute_error: 0.4563, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.544, predictive_accuracy: 0.5437, prior_entropy: 1, recall: 0.5437, relative_absolute_error: 0.9126, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6749, root_relative_squared_error: 1.3498,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.863, kappa: 0.7232, kb_relative_information_score: 628146.0429, mean_absolute_error: 0.1982, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8635, predictive_accuracy: 0.8628, prior_entropy: 1, recall: 0.8628, relative_absolute_error: 0.3963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.321, root_relative_squared_error: 0.6419,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5056, kappa: -0.0005, kb_relative_information_score: 11138, mean_absolute_error: 0.4944, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5056, predictive_accuracy: 0.5056, prior_entropy: 1, recall: 0.5056, relative_absolute_error: 0.9889, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7032, root_relative_squared_error: 1.4063,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.395, kappa: -0, kb_relative_information_score: 15859.977, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3069, predictive_accuracy: 0.554, prior_entropy: 1, recall: 0.554, relative_absolute_error: 0.9884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8792, kappa: 0.7557, kb_relative_information_score: 758468, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8793, predictive_accuracy: 0.8792, prior_entropy: 1, recall: 0.8792, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.695,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.8793, kappa: 0.7561, kb_relative_information_score: 758506, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8795, predictive_accuracy: 0.8793, prior_entropy: 1, recall: 0.8793, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.695,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.8795, kappa: 0.7562, kb_relative_information_score: 758930, mean_absolute_error: 0.1205, 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: 0.2411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6944,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, f_measure: 0.8806, kappa: 0.7587, kb_relative_information_score: 712886.7912, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.881, predictive_accuracy: 0.8804, prior_entropy: 1, recall: 0.8804, relative_absolute_error: 0.3008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6401,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8778, kappa: 0.7527, kb_relative_information_score: 755696, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 1, recall: 0.8778, relative_absolute_error: 0.2443, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.699,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.8777, kappa: 0.7525, kb_relative_information_score: 755520, 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: 0.2445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.6993,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.8766, kappa: 0.752, kb_relative_information_score: 752150.9758, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8804, predictive_accuracy: 0.8762, prior_entropy: 1, recall: 0.8762, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.6964,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.8787, kappa: 0.7547, kb_relative_information_score: 757152, mean_absolute_error: 0.1214, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8789, predictive_accuracy: 0.8786, prior_entropy: 1, recall: 0.8786, relative_absolute_error: 0.2428, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.6969,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.8777, kappa: 0.7526, kb_relative_information_score: 755548, 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: 0.2445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.6992,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.8777, kappa: 0.7525, kb_relative_information_score: 755538, 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: 0.2445, 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 BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.8777, kappa: 0.7525, kb_relative_information_score: 755468, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8777, predictive_accuracy: 0.8777, prior_entropy: 1, recall: 0.8777, relative_absolute_error: 0.2445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.6993,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8587, kappa: 0.7132, kb_relative_information_score: 589215.1038, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8602, prior_entropy: 1, recall: 0.8602, relative_absolute_error: 0.4408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.6675,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8709, kappa: 0.7405, kb_relative_information_score: 737665, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8744, predictive_accuracy: 0.8706, prior_entropy: 1, recall: 0.8706, relative_absolute_error: 0.2623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.6597,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.8792, kappa: 0.7558, kb_relative_information_score: 758052, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.2419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3478, root_relative_squared_error: 0.6956,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.8839, kappa: 0.765, kb_relative_information_score: 680849.1195, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8839, predictive_accuracy: 0.8839, prior_entropy: 1, recall: 0.8839, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.5886,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8841, kappa: 0.7655, kb_relative_information_score: 681864.1051, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8841, predictive_accuracy: 0.8842, prior_entropy: 1, recall: 0.8842, relative_absolute_error: 0.3421, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.294, root_relative_squared_error: 0.5879,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8839, kappa: 0.765, kb_relative_information_score: 681913.5903, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8839, predictive_accuracy: 0.8839, prior_entropy: 1, recall: 0.8839, relative_absolute_error: 0.3419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.5896,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.8738, kappa: 0.744, kb_relative_information_score: 552433.6523, mean_absolute_error: 0.245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8748, predictive_accuracy: 0.8743, prior_entropy: 1, recall: 0.8743, relative_absolute_error: 0.49, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.645,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.8788, kappa: 0.7548, kb_relative_information_score: 675871.4763, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8788, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.3461, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3062, root_relative_squared_error: 0.6125,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.8739, kappa: 0.7441, kb_relative_information_score: 552348.3246, mean_absolute_error: 0.2451, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8749, predictive_accuracy: 0.8744, prior_entropy: 1, recall: 0.8744, relative_absolute_error: 0.4901, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.645,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.89, kappa: 0.7775, kb_relative_information_score: 696092.9672, mean_absolute_error: 0.1632, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.89, predictive_accuracy: 0.89, prior_entropy: 1, recall: 0.89, relative_absolute_error: 0.3263, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.5706,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.8738, kappa: 0.7444, kb_relative_information_score: 747598, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8737, predictive_accuracy: 0.8738, prior_entropy: 1, recall: 0.8738, relative_absolute_error: 0.2524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3552, root_relative_squared_error: 0.7105,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.8736, kappa: 0.7442, kb_relative_information_score: 747382, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8736, predictive_accuracy: 0.8737, prior_entropy: 1, recall: 0.8737, relative_absolute_error: 0.2526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3554, root_relative_squared_error: 0.7108,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8757, f_measure: 0.8773, kappa: 0.7516, kb_relative_information_score: 754610, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8773, prior_entropy: 1, recall: 0.8773, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3503, root_relative_squared_error: 0.7006,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8757, f_measure: 0.8773, kappa: 0.7516, kb_relative_information_score: 754606, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8773, prior_entropy: 1, recall: 0.8773, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3503, root_relative_squared_error: 0.7006,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8757, f_measure: 0.8773, kappa: 0.7517, kb_relative_information_score: 754684, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8773, prior_entropy: 1, recall: 0.8773, relative_absolute_error: 0.2453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7005,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.8839, kappa: 0.765, kb_relative_information_score: 680849.1195, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8839, predictive_accuracy: 0.8839, prior_entropy: 1, recall: 0.8839, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.5886,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.8772, kappa: 0.7515, kb_relative_information_score: 754494, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.2455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3504, root_relative_squared_error: 0.7007,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.8891, kappa: 0.7756, kb_relative_information_score: 695185.7015, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8891, predictive_accuracy: 0.889, prior_entropy: 1, recall: 0.889, relative_absolute_error: 0.3269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2867, root_relative_squared_error: 0.5734,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.8729, kappa: 0.7426, kb_relative_information_score: 745832, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8728, predictive_accuracy: 0.8729, prior_entropy: 1, recall: 0.8729, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3565, root_relative_squared_error: 0.713,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8839, kappa: 0.765, kb_relative_information_score: 681913.5903, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8839, predictive_accuracy: 0.8839, prior_entropy: 1, recall: 0.8839, relative_absolute_error: 0.3419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.5896,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8733, kappa: 0.743, kb_relative_information_score: 552680.4918, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8744, predictive_accuracy: 0.8739, prior_entropy: 1, recall: 0.8739, relative_absolute_error: 0.4893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.323, root_relative_squared_error: 0.6459,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8839, kappa: 0.765, kb_relative_information_score: 681913.5903, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8839, predictive_accuracy: 0.8839, prior_entropy: 1, recall: 0.8839, relative_absolute_error: 0.3419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.5896,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8773, kappa: 0.7517, kb_relative_information_score: 673926.2339, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8773, prior_entropy: 1, recall: 0.8773, relative_absolute_error: 0.3475, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.6189,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8839, kappa: 0.765, kb_relative_information_score: 681913.5903, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8839, predictive_accuracy: 0.8839, prior_entropy: 1, recall: 0.8839, relative_absolute_error: 0.3419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.5896,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.8777, kappa: 0.7525, kb_relative_information_score: 755520, 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: 0.2445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.6993,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.8601, kappa: 0.7165, kb_relative_information_score: 720760, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8603, predictive_accuracy: 0.8604, prior_entropy: 1, recall: 0.8604, relative_absolute_error: 0.2792, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3737, root_relative_squared_error: 0.7473,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8843, kappa: 0.7659, kb_relative_information_score: 681433.4457, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8843, predictive_accuracy: 0.8843, prior_entropy: 1, recall: 0.8843, relative_absolute_error: 0.3427, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.5877,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8757, f_measure: 0.8773, kappa: 0.7517, kb_relative_information_score: 754684, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8773, prior_entropy: 1, recall: 0.8773, relative_absolute_error: 0.2453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7005,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.8738, kappa: 0.7444, kb_relative_information_score: 747598, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8737, predictive_accuracy: 0.8738, prior_entropy: 1, recall: 0.8738, relative_absolute_error: 0.2524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3552, root_relative_squared_error: 0.7105,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8688, kappa: 0.7343, kb_relative_information_score: 737786, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8688, predictive_accuracy: 0.8689, prior_entropy: 1, recall: 0.8689, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.7242,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8841, kappa: 0.7655, kb_relative_information_score: 681864.1051, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8841, predictive_accuracy: 0.8842, prior_entropy: 1, recall: 0.8842, relative_absolute_error: 0.3421, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.294, root_relative_squared_error: 0.5879,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.8738, kappa: 0.7445, kb_relative_information_score: 747620, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8737, predictive_accuracy: 0.8738, prior_entropy: 1, recall: 0.8738, relative_absolute_error: 0.2524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3552, root_relative_squared_error: 0.7105,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.8458, kappa: 0.6882, kb_relative_information_score: 503149.2528, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.846, predictive_accuracy: 0.8457, prior_entropy: 1, recall: 0.8457, relative_absolute_error: 0.5374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7329,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.883, kappa: 0.7632, kb_relative_information_score: 680710.8382, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.883, predictive_accuracy: 0.883, prior_entropy: 1, recall: 0.883, relative_absolute_error: 0.3429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.296, root_relative_squared_error: 0.5919,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.8789, kappa: 0.7552, kb_relative_information_score: 757768, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.879, predictive_accuracy: 0.8789, prior_entropy: 1, recall: 0.8789, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.348, root_relative_squared_error: 0.696,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.8795, kappa: 0.7564, kb_relative_information_score: 758896, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6944,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9269, f_measure: 0.872, kappa: 0.7403, kb_relative_information_score: 621359.2547, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8726, predictive_accuracy: 0.8724, prior_entropy: 1, recall: 0.8724, relative_absolute_error: 0.4083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3154, root_relative_squared_error: 0.6308,