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Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.6552, kappa: 0.6173, kb_relative_information_score: 567126.7166, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6551, predictive_accuracy: 0.6556, prior_entropy: 3.3219, ram_hours: 0.0165, recall: 0.6556, relative_absolute_error: 0.6228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.7548, run_cpu_time: 494.14,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.6898, kappa: 0.6558, kb_relative_information_score: 645758.6635, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6899, predictive_accuracy: 0.6902, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6902, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.7069, run_cpu_time: 35.26,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7097, f_measure: 0.3631, kappa: 0.2936, kb_relative_information_score: 331220.1904, mean_absolute_error: 0.1359, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.385, predictive_accuracy: 0.3643, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3643, relative_absolute_error: 0.7552, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3117, root_relative_squared_error: 1.039, run_cpu_time: 12.3,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5108, f_measure: 0.05, kappa: 0.0215, kb_relative_information_score: 79005.5611, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0928, predictive_accuracy: 0.1193, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1193, relative_absolute_error: 0.9786, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4197, root_relative_squared_error: 1.399, run_cpu_time: 7.08,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.6399, kappa: 0.6025, kb_relative_information_score: 497531.6119, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.639, predictive_accuracy: 0.6422, prior_entropy: 3.3219, ram_hours: 0.002, recall: 0.6422, relative_absolute_error: 0.7129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.7992, run_cpu_time: 12380.22,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9167, f_measure: 0.6387, kappa: 0.6019, kb_relative_information_score: 497453.1623, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6381, predictive_accuracy: 0.6417, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6417, relative_absolute_error: 0.7128, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.7994, run_cpu_time: 504.76,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.74, kappa: 0.71, kb_relative_information_score: 697132.318, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7419, predictive_accuracy: 0.739, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.739, relative_absolute_error: 0.4257, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.6476, run_cpu_time: 224.77,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.6898, kappa: 0.6558, kb_relative_information_score: 645758.6635, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6899, predictive_accuracy: 0.6902, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6902, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.7069, run_cpu_time: 32.69,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.5354, kappa: 0.4885, kb_relative_information_score: 520929.4017, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5355, predictive_accuracy: 0.5396, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5396, relative_absolute_error: 0.6171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.8094, run_cpu_time: 27.48,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.3482, kappa: 0.3245, kb_relative_information_score: 385997.5091, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3766, predictive_accuracy: 0.3922, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3922, relative_absolute_error: 0.7497, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.8804, run_cpu_time: 70.8,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.6956, kappa: 0.6619, kb_relative_information_score: 637667.6632, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6957, prior_entropy: 3.3219, ram_hours: 0.0005, recall: 0.6957, relative_absolute_error: 0.5111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.21, root_relative_squared_error: 0.7, run_cpu_time: 193.44,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7711, f_measure: 0.378, kappa: 0.306, kb_relative_information_score: 365070.5938, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3891, predictive_accuracy: 0.3754, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3754, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2961, root_relative_squared_error: 0.9869, run_cpu_time: 30.7,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0183, kb_relative_information_score: 59030.5473, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1002, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1002, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141, run_cpu_time: 8.99,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.1003, kappa: 0.0004, kb_relative_information_score: 59181.1363, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1003, predictive_accuracy: 0.1003, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1003, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139, run_cpu_time: 8.76,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.366, kappa: 0.3062, kb_relative_information_score: 373386.3571, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3702, predictive_accuracy: 0.3756, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3756, relative_absolute_error: 0.7838, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.9003, run_cpu_time: 21.08,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5383, f_measure: 0.0935, kappa: 0.0766, kb_relative_information_score: 130891.8647, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0893, predictive_accuracy: 0.1689, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1689, relative_absolute_error: 0.9234, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4077, root_relative_squared_error: 1.359, run_cpu_time: 7.15,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0183, kb_relative_information_score: 59030.5473, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1002, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1002, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141, run_cpu_time: 7.36,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.0345, kappa: -0.0006, kb_relative_information_score: 1177.929, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0583, predictive_accuracy: 0.1002, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1002, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, run_cpu_time: 17.92,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, f_measure: 0.3539, kappa: 0.2817, kb_relative_information_score: 324659.6654, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3614, predictive_accuracy: 0.3536, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3536, relative_absolute_error: 0.7492, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3293, root_relative_squared_error: 1.0976, run_cpu_time: 12.77,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7359, f_measure: 0.3715, kappa: 0.2982, kb_relative_information_score: 175627.0863, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3842, predictive_accuracy: 0.3684, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3684, relative_absolute_error: 0.9469, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.9675, run_cpu_time: 23.5,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.511, f_measure: 0.04, kappa: 0.022, kb_relative_information_score: 79511.4519, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.024, predictive_accuracy: 0.1199, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1199, relative_absolute_error: 0.978, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4195, root_relative_squared_error: 1.3982, run_cpu_time: 10.25,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.7356, kappa: 0.7059, kb_relative_information_score: 691682.5264, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7365, predictive_accuracy: 0.7353, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7353, relative_absolute_error: 0.4254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.197, root_relative_squared_error: 0.6567, run_cpu_time: 57.83,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.7395, kappa: 0.7103, kb_relative_information_score: 701212.5046, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7402, predictive_accuracy: 0.7392, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7392, relative_absolute_error: 0.4217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.6431, run_cpu_time: 244.52,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.7356, kappa: 0.7059, kb_relative_information_score: 691682.5264, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7365, predictive_accuracy: 0.7353, prior_entropy: 3.3219, recall: 0.7353, relative_absolute_error: 0.4254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.197, root_relative_squared_error: 0.6567, run_cpu_time: 53.6541,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.6926, kappa: 0.6584, kb_relative_information_score: 645264.886, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6932, predictive_accuracy: 0.6925, prior_entropy: 3.3219, ram_hours: 0.0004, recall: 0.6925, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.7013, run_cpu_time: 164.88,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0183, kb_relative_information_score: 58962.3172, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1002, prior_entropy: 3.3219, ram_hours: 0.0031, recall: 0.1002, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4241, root_relative_squared_error: 1.4137, run_cpu_time: 80.49,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.7056, kappa: 0.6756, kb_relative_information_score: 706855.6627, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7062, predictive_accuracy: 0.7081, prior_entropy: 3.3219, recall: 0.7081, relative_absolute_error: 0.3876, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.7208,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.7258, kappa: 0.6967, kb_relative_information_score: 729305.766, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7255, predictive_accuracy: 0.727, prior_entropy: 3.3219, recall: 0.727, relative_absolute_error: 0.3372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.7178,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.7254, kappa: 0.6958, kb_relative_information_score: 715149.2787, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7251, predictive_accuracy: 0.7262, prior_entropy: 3.3219, recall: 0.7262, relative_absolute_error: 0.3728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.712,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7336, kappa: 0.7044, kb_relative_information_score: 721784.5857, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7334, predictive_accuracy: 0.734, prior_entropy: 3.3219, recall: 0.734, relative_absolute_error: 0.2956, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.7689,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7336, kappa: 0.7044, kb_relative_information_score: 721784.5857, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7334, predictive_accuracy: 0.734, prior_entropy: 3.3219, recall: 0.734, relative_absolute_error: 0.2956, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.7689,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8355, f_measure: 0.704, kappa: 0.6711, kb_relative_information_score: 690438.0049, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7045, predictive_accuracy: 0.704, prior_entropy: 3.3219, recall: 0.704, relative_absolute_error: 0.3289, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8111,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8524, f_measure: 0.7339, kappa: 0.7049, kb_relative_information_score: 722222.7581, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7337, predictive_accuracy: 0.7344, prior_entropy: 3.3219, recall: 0.7344, relative_absolute_error: 0.2951, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.7683,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.7338, kappa: 0.7047, kb_relative_information_score: 722061.7114, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7336, predictive_accuracy: 0.7342, prior_entropy: 3.3219, recall: 0.7342, relative_absolute_error: 0.2953, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.7685,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7336, kappa: 0.7044, kb_relative_information_score: 721784.5857, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7334, predictive_accuracy: 0.734, prior_entropy: 3.3219, recall: 0.734, relative_absolute_error: 0.2956, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.7689,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.7024, kappa: 0.6722, kb_relative_information_score: 643828.6542, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7037, predictive_accuracy: 0.705, prior_entropy: 3.3219, recall: 0.705, relative_absolute_error: 0.5058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.7317,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.7376, kappa: 0.7081, kb_relative_information_score: 725224.0821, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7381, predictive_accuracy: 0.7372, prior_entropy: 3.3219, recall: 0.7372, relative_absolute_error: 0.2919, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.7641,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5294, f_measure: 0.0346, kappa: 0.01, kb_relative_information_score: 94127.6079, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0832, predictive_accuracy: 0.109, prior_entropy: 3.3219, recall: 0.109, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3991, root_relative_squared_error: 1.3302,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5108, f_measure: 0.05, kappa: 0.0215, kb_relative_information_score: 79005.5611, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0928, predictive_accuracy: 0.1193, prior_entropy: 3.3219, recall: 0.1193, relative_absolute_error: 0.9786, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4197, root_relative_squared_error: 1.399,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.1003, kappa: 0.0004, kb_relative_information_score: 59181.1363, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1003, predictive_accuracy: 0.1003, prior_entropy: 3.3219, recall: 0.1003, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.366, kappa: 0.3062, kb_relative_information_score: 373386.3571, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3702, predictive_accuracy: 0.3756, prior_entropy: 3.3219, recall: 0.3756, relative_absolute_error: 0.7838, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.9003,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.6898, kappa: 0.6558, kb_relative_information_score: 645758.6635, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6899, predictive_accuracy: 0.6902, prior_entropy: 3.3219, recall: 0.6902, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.7069,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 732053.1503, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.3141, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.7332,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.7326, kappa: 0.7034, kb_relative_information_score: 730759.9826, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7323, predictive_accuracy: 0.7331, prior_entropy: 3.3219, recall: 0.7331, relative_absolute_error: 0.3348, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.716,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8528, f_measure: 0.7346, kappa: 0.7056, kb_relative_information_score: 722873.2192, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7344, predictive_accuracy: 0.735, prior_entropy: 3.3219, recall: 0.735, relative_absolute_error: 0.2944, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.7674,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, f_measure: 0.094, kappa: 0.0768, kb_relative_information_score: 134227.8321, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0908, predictive_accuracy: 0.1691, prior_entropy: 3.3219, recall: 0.1691, relative_absolute_error: 0.9309, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4009, root_relative_squared_error: 1.3362,
Joaquin Vanschoren 9 years ago
ran flow weka.ZeroR(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.1003, kappa: 0.0004, kb_relative_information_score: 59181.1363, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1003, predictive_accuracy: 0.1003, prior_entropy: 3.3219, recall: 0.1003, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.0345, kappa: -0.0006, kb_relative_information_score: 1177.929, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0583, predictive_accuracy: 0.1002, prior_entropy: 3.3219, recall: 0.1002, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7336, kappa: 0.7044, kb_relative_information_score: 721784.5857, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7334, predictive_accuracy: 0.734, prior_entropy: 3.3219, recall: 0.734, relative_absolute_error: 0.2956, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.7689,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.734, kappa: 0.705, kb_relative_information_score: 722322.105, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7338, predictive_accuracy: 0.7345, prior_entropy: 3.3219, recall: 0.7345, relative_absolute_error: 0.295, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7682,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722626.4205, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.6898, kappa: 0.6558, kb_relative_information_score: 645758.6635, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6899, predictive_accuracy: 0.6902, prior_entropy: 3.3219, recall: 0.6902, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.7069,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722645.2441, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7342, kappa: 0.7051, kb_relative_information_score: 722476.8772, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7339, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7679,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722640.0153, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.7251, kappa: 0.6955, kb_relative_information_score: 701893.6048, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7247, predictive_accuracy: 0.7259, prior_entropy: 3.3219, recall: 0.7259, relative_absolute_error: 0.3992, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.7065,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.7133, kappa: 0.685, kb_relative_information_score: 731329.0977, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7157, predictive_accuracy: 0.7165, prior_entropy: 3.3219, recall: 0.7165, relative_absolute_error: 0.3151, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.7344,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.3482, kappa: 0.3245, kb_relative_information_score: 385997.5091, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3766, predictive_accuracy: 0.3922, prior_entropy: 3.3219, recall: 0.3922, relative_absolute_error: 0.7497, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.8804,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.738, kappa: 0.7081, kb_relative_information_score: 725246.043, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7394, predictive_accuracy: 0.7373, prior_entropy: 3.3219, recall: 0.7373, relative_absolute_error: 0.2919, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.7641,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.6935, kappa: 0.6594, kb_relative_information_score: 646110.671, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.694, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6993,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.6938, kappa: 0.6597, kb_relative_information_score: 646626.7362, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6944, predictive_accuracy: 0.6937, prior_entropy: 3.3219, recall: 0.6937, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.6986,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.6949, kappa: 0.661, kb_relative_information_score: 648667.779, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6954, predictive_accuracy: 0.6949, prior_entropy: 3.3219, recall: 0.6949, relative_absolute_error: 0.4853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.6968,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.7319, kappa: 0.7027, kb_relative_information_score: 620181.5302, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.732, predictive_accuracy: 0.7324, prior_entropy: 3.3219, recall: 0.7324, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.6847,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.733, kappa: 0.7038, kb_relative_information_score: 721253.3409, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7328, predictive_accuracy: 0.7335, prior_entropy: 3.3219, recall: 0.7335, relative_absolute_error: 0.2962, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.7696,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722656.7474, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722612.8256, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7678,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7344, kappa: 0.7054, kb_relative_information_score: 722689.1659, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7342, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2946, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7676,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8516, f_measure: 0.7325, kappa: 0.7033, kb_relative_information_score: 720720.0046, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7323, predictive_accuracy: 0.7329, prior_entropy: 3.3219, recall: 0.7329, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.7704,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.6935, kappa: 0.6594, kb_relative_information_score: 646110.671, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.694, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6993,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7342, kappa: 0.7052, kb_relative_information_score: 722504.0669, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.734, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2948, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7679,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.7407, kappa: 0.7105, kb_relative_information_score: 697440.1185, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7435, predictive_accuracy: 0.7394, prior_entropy: 3.3219, recall: 0.7394, relative_absolute_error: 0.4257, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.6456,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9365, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722531.6612, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.345, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.6984,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.6949, kappa: 0.661, kb_relative_information_score: 648667.779, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6954, predictive_accuracy: 0.6949, prior_entropy: 3.3219, recall: 0.6949, relative_absolute_error: 0.4853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.6968,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.7317, kappa: 0.7025, kb_relative_information_score: 620333.9091, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7318, predictive_accuracy: 0.7323, prior_entropy: 3.3219, recall: 0.7323, relative_absolute_error: 0.5551, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.6854,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.6949, kappa: 0.661, kb_relative_information_score: 648667.779, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6954, predictive_accuracy: 0.6949, prior_entropy: 3.3219, recall: 0.6949, relative_absolute_error: 0.4853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.6968,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.7372, kappa: 0.7082, kb_relative_information_score: 711671.6097, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7373, predictive_accuracy: 0.7374, prior_entropy: 3.3219, recall: 0.7374, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.6753,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.7319, kappa: 0.7027, kb_relative_information_score: 620218.4771, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.732, predictive_accuracy: 0.7324, prior_entropy: 3.3219, recall: 0.7324, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.6847,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.7159, kappa: 0.685, kb_relative_information_score: 703509.9735, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7155, predictive_accuracy: 0.7165, prior_entropy: 3.3219, recall: 0.7165, relative_absolute_error: 0.315, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.7937,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722626.4205, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.6943, kappa: 0.6603, kb_relative_information_score: 647072.3652, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6949, predictive_accuracy: 0.6942, prior_entropy: 3.3219, recall: 0.6942, relative_absolute_error: 0.4874, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.6977,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.733, kappa: 0.7038, kb_relative_information_score: 721229.2885, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7327, predictive_accuracy: 0.7334, prior_entropy: 3.3219, recall: 0.7334, relative_absolute_error: 0.2962, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.7697,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.7405, kappa: 0.7103, kb_relative_information_score: 697185.0709, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7429, predictive_accuracy: 0.7393, prior_entropy: 3.3219, recall: 0.7393, relative_absolute_error: 0.426, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.194, root_relative_squared_error: 0.6468,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.733, kappa: 0.7039, kb_relative_information_score: 721277.3933, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7328, predictive_accuracy: 0.7335, prior_entropy: 3.3219, recall: 0.7335, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.7696,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722613.8714, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7678,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.7319, kappa: 0.7027, kb_relative_information_score: 720177.2564, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7317, predictive_accuracy: 0.7324, prior_entropy: 3.3219, recall: 0.7324, relative_absolute_error: 0.2973, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.7711,
Jan van Rijn 9 years ago
ran flow moa.BLAST(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.7372, kappa: 0.7082, kb_relative_information_score: 711671.6097, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7373, predictive_accuracy: 0.7374, prior_entropy: 3.3219, recall: 0.7374, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.6753,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.6949, kappa: 0.661, kb_relative_information_score: 648667.779, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6954, predictive_accuracy: 0.6949, prior_entropy: 3.3219, recall: 0.6949, relative_absolute_error: 0.4853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.6968,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.6938, kappa: 0.6597, kb_relative_information_score: 646626.7362, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6944, predictive_accuracy: 0.6937, prior_entropy: 3.3219, recall: 0.6937, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.6986,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.733, kappa: 0.7039, kb_relative_information_score: 721277.3933, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7328, predictive_accuracy: 0.7335, prior_entropy: 3.3219, recall: 0.7335, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.7696,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.6917, kappa: 0.6577, kb_relative_information_score: 645105.4528, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.692, predictive_accuracy: 0.6919, prior_entropy: 3.3219, recall: 0.6919, relative_absolute_error: 0.4879, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.702,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8543, f_measure: 0.7383, kappa: 0.7086, kb_relative_information_score: 725768.9217, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7392, predictive_accuracy: 0.7378, prior_entropy: 3.3219, recall: 0.7378, relative_absolute_error: 0.2914, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.229, root_relative_squared_error: 0.7634,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722626.4205, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.7191, kappa: 0.6893, kb_relative_information_score: 699530.0524, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7188, predictive_accuracy: 0.7204, prior_entropy: 3.3219, recall: 0.7204, relative_absolute_error: 0.4063, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.7068,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.715, kappa: 0.685, kb_relative_information_score: 682691.5632, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7149, predictive_accuracy: 0.7165, prior_entropy: 3.3219, recall: 0.7165, relative_absolute_error: 0.4377, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.7063,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8543, f_measure: 0.7383, kappa: 0.7086, kb_relative_information_score: 725769.9675, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7393, predictive_accuracy: 0.7378, prior_entropy: 3.3219, recall: 0.7378, relative_absolute_error: 0.2914, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.229, root_relative_squared_error: 0.7634,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.7326, kappa: 0.7034, kb_relative_information_score: 730759.9826, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7323, predictive_accuracy: 0.7331, prior_entropy: 3.3219, recall: 0.7331, relative_absolute_error: 0.3348, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.716,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 732053.1503, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.3141, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.7332,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722626.4205, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8404, f_measure: 0.7124, kappa: 0.6807, kb_relative_information_score: 699501.5851, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7124, predictive_accuracy: 0.7127, prior_entropy: 3.3219, recall: 0.7127, relative_absolute_error: 0.3193, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.7991,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.7369, kappa: 0.7069, kb_relative_information_score: 724123.9452, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.738, predictive_accuracy: 0.7362, prior_entropy: 3.3219, recall: 0.7362, relative_absolute_error: 0.2931, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.7657,