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OpenML
Task
Supervised Data Stream Classification on pokerhand

Supervised Data Stream Classification on pokerhand

Task 193 Supervised Data Stream Classification pokerhand 288 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5896, f_measure: 0.5456, kappa: 0.1963, kb_relative_information_score: 372448.2657, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5405, predictive_accuracy: 0.5714, prior_entropy: 3.3219, recall: 0.5714, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2619, root_relative_squared_error: 0.8728,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7577, f_measure: 0.6438, kappa: 0.3842, kb_relative_information_score: 586977.7532, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6187, predictive_accuracy: 0.6715, prior_entropy: 3.3219, recall: 0.6715, relative_absolute_error: 0.454, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.722,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6068, f_measure: 0.5765, kappa: 0.2452, kb_relative_information_score: 373749.2185, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5746, predictive_accuracy: 0.59, prior_entropy: 3.3219, recall: 0.59, relative_absolute_error: 0.7884, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.8716,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.7886, kappa: 0.6325, kb_relative_information_score: 670759.7551, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.79, predictive_accuracy: 0.7977, prior_entropy: 3.3219, recall: 0.7977, relative_absolute_error: 0.2363, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.6064,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, f_measure: 0.7268, kappa: 0.5187, kb_relative_information_score: 626455.8075, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.725, predictive_accuracy: 0.7308, prior_entropy: 3.3219, recall: 0.7308, relative_absolute_error: 0.3937, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.6407,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, f_measure: 0.5994, kappa: 0.2888, kb_relative_information_score: 542619.4157, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5987, predictive_accuracy: 0.6057, prior_entropy: 3.3219, recall: 0.6057, relative_absolute_error: 0.5095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.7807,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3346, kb_relative_information_score: 396597.2701, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, recall: 0.5011, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7105, f_measure: 0.6456, kappa: 0.3924, kb_relative_information_score: 555306.7557, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6234, predictive_accuracy: 0.6789, prior_entropy: 3.3219, recall: 0.6789, relative_absolute_error: 0.3556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2497, root_relative_squared_error: 0.8324,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.7277, kappa: 0.5464, kb_relative_information_score: 639278.7811, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7019, predictive_accuracy: 0.7565, prior_entropy: 3.3219, recall: 0.7565, relative_absolute_error: 0.275, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.676,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8843, f_measure: 0.7895, kappa: 0.6352, kb_relative_information_score: 669371.851, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7913, predictive_accuracy: 0.7995, prior_entropy: 3.3219, recall: 0.7995, relative_absolute_error: 0.2467, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.5992,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.5993, kappa: 0.3107, kb_relative_information_score: 555704.9624, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.623, predictive_accuracy: 0.6386, prior_entropy: 3.3219, recall: 0.6386, relative_absolute_error: 0.508, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.7457,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6668, f_measure: 0.6149, kappa: 0.3328, kb_relative_information_score: 523655.2693, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6308, predictive_accuracy: 0.6463, prior_entropy: 3.3219, recall: 0.6463, relative_absolute_error: 0.3938, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.8829,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, f_measure: 0.7672, kappa: 0.5988, kb_relative_information_score: 644600.1825, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7652, predictive_accuracy: 0.7808, prior_entropy: 3.3219, recall: 0.7808, relative_absolute_error: 0.297, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.6281,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.0019, kappa: -0, kb_relative_information_score: -33447.2337, mean_absolute_error: 0.199, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.0022, predictive_accuracy: 0.0055, prior_entropy: 3.3219, recall: 0.0055, relative_absolute_error: 1.1058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.444, root_relative_squared_error: 1.4799,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.618, f_measure: 0.5534, kappa: 0.2639, kb_relative_information_score: 493393.9234, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6608, predictive_accuracy: 0.6157, prior_entropy: 3.3219, recall: 0.6157, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2755, root_relative_squared_error: 0.9182,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4287, f_measure: 0.3635, kappa: 0.0028, kb_relative_information_score: 405479.6513, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.4557, predictive_accuracy: 0.4984, prior_entropy: 3.3219, recall: 0.4984, relative_absolute_error: 0.5804, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3081, root_relative_squared_error: 1.0271,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8884, f_measure: 0.7552, kappa: 0.5716, kb_relative_information_score: 646278.4256, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7541, predictive_accuracy: 0.7623, prior_entropy: 3.3219, recall: 0.7623, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.182, root_relative_squared_error: 0.6068,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3346, kb_relative_information_score: 396597.2701, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, recall: 0.5011, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4899, f_measure: 0.2148, kappa: -0.0045, kb_relative_information_score: 117115.7885, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.391, predictive_accuracy: 0.1759, prior_entropy: 3.3219, recall: 0.1759, relative_absolute_error: 0.9195, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3927, root_relative_squared_error: 1.3091,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4899, f_measure: 0.2148, kappa: -0.0045, kb_relative_information_score: 117115.7885, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.391, predictive_accuracy: 0.1759, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1759, relative_absolute_error: 0.9195, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3927, root_relative_squared_error: 1.3091, run_cpu_time: 7.12,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3346, kb_relative_information_score: 396597.2701, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5011, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529, run_cpu_time: 5.29,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.6618, kappa: 0.4056, kb_relative_information_score: 578328.5849, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6603, predictive_accuracy: 0.6687, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6687, relative_absolute_error: 0.4521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.7184, run_cpu_time: 21,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.911, kappa: 0.8463, kb_relative_information_score: 720487.3515, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.9122, predictive_accuracy: 0.9144, prior_entropy: 3.3219, ram_hours: 0.0177, recall: 0.9144, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.128, root_relative_squared_error: 0.4268, run_cpu_time: 674.43,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.7454, kappa: 0.5513, kb_relative_information_score: 608393.4889, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7454, predictive_accuracy: 0.7454, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7454, relative_absolute_error: 0.2829, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.7522, run_cpu_time: 5.52,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.8221, kappa: 0.695, kb_relative_information_score: 673900.4043, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8259, predictive_accuracy: 0.8328, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8328, relative_absolute_error: 0.3361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.5293, run_cpu_time: 83.47,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5288, f_measure: 0.3867, kappa: 0.0121, kb_relative_information_score: 504456.7577, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.4413, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5011, relative_absolute_error: 0.6366, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.7941, run_cpu_time: 18.83,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5127, f_measure: 0.4624, kappa: 0.0269, kb_relative_information_score: 378997.9614, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.461, predictive_accuracy: 0.4814, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4814, relative_absolute_error: 0.5768, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.322, root_relative_squared_error: 1.0735, run_cpu_time: 5.69,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5339, f_measure: 0.2409, kappa: 0.0312, kb_relative_information_score: 162083.3998, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.4941, predictive_accuracy: 0.1922, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1922, relative_absolute_error: 0.9002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3464, root_relative_squared_error: 1.1546, run_cpu_time: 42.1,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3346, kb_relative_information_score: 396597.2701, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5011, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529, run_cpu_time: 5.97,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5434, f_measure: 0.427, kappa: 0.019, kb_relative_information_score: 205644.7185, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.4406, predictive_accuracy: 0.4542, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4542, relative_absolute_error: 0.9107, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, run_cpu_time: 13.98,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.7538, kappa: 0.569, kb_relative_information_score: 645334.7372, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7523, predictive_accuracy: 0.7607, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7607, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.6088, run_cpu_time: 21.69,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7494, f_measure: 0.6108, kappa: 0.3122, kb_relative_information_score: 566232.3171, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6252, predictive_accuracy: 0.6331, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6331, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.7211, run_cpu_time: 14.75,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8764, kappa: 0.7866, kb_relative_information_score: 652115.0138, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8783, predictive_accuracy: 0.8815, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8815, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.5608, run_cpu_time: 93.47,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.3346, kb_relative_information_score: 396090.8676, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0.0009, recall: 0.5011, relative_absolute_error: 0.5549, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529, run_cpu_time: 48.29,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.771, f_measure: 0.7216, kappa: 0.5344, kb_relative_information_score: 611912.4629, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6981, predictive_accuracy: 0.7494, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7494, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.7462, run_cpu_time: 3.9,
Jason 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3346, kb_relative_information_score: 396597.2701, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5011, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529, run_cpu_time: 99.06,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.7311, kappa: 0.5282, kb_relative_information_score: 628528.2481, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7306, predictive_accuracy: 0.7406, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7406, relative_absolute_error: 0.3982, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.6291, run_cpu_time: 67.18,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7252, f_measure: 0.5908, kappa: 0.288, kb_relative_information_score: 557897.9814, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6109, predictive_accuracy: 0.6254, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6254, relative_absolute_error: 0.5242, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.7336, run_cpu_time: 44.68,
Jason 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3346, kb_relative_information_score: 396597.2701, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0.0025, recall: 0.5011, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529, run_cpu_time: 684.42,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5562, f_measure: 0.468, kappa: 0.0936, kb_relative_information_score: 365073.8434, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.491, predictive_accuracy: 0.4523, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4523, relative_absolute_error: 0.6437, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3079, root_relative_squared_error: 1.0265, run_cpu_time: 6.61,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.6869, kappa: 0.4507, kb_relative_information_score: 618818.2047, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6904, predictive_accuracy: 0.7014, prior_entropy: 3.3219, ram_hours: 0.0004, recall: 0.7014, relative_absolute_error: 0.4081, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.6569, run_cpu_time: 3261.85,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.7538, kappa: 0.569, kb_relative_information_score: 645334.7372, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7523, predictive_accuracy: 0.7607, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7607, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.6088, run_cpu_time: 15.83,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8266, f_measure: 0.6789, kappa: 0.4363, kb_relative_information_score: 612238.2485, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6823, predictive_accuracy: 0.6935, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6935, relative_absolute_error: 0.4147, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.6693, run_cpu_time: 224.21,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.8694, kappa: 0.7753, kb_relative_information_score: 711063.7273, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8725, predictive_accuracy: 0.876, prior_entropy: 3.3219, ram_hours: 0, recall: 0.876, relative_absolute_error: 0.2618, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1378, root_relative_squared_error: 0.4594, run_cpu_time: 104.13,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7086, f_measure: 0.6588, kappa: 0.4151, kb_relative_information_score: 559727.0726, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6334, predictive_accuracy: 0.6892, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6892, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.831, run_cpu_time: 4,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.5755, kappa: 0.2479, kb_relative_information_score: 536431.1959, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5741, predictive_accuracy: 0.5955, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5955, relative_absolute_error: 0.5368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.7618, run_cpu_time: 25.9,

    Metric:

    Timeline

    Plotting contribution timeline

    Leaderboard

    Rank Name Top Score Entries Highest rank

    Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

    Challenge

    Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

    Given inputs

    estimation_procedure Interleaved Test then Train
    source_data pokerhand (1)
    target_feature class

    Expected outputs

    evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
    predictions The desired output format Predictions (optional)

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