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OpenML
OpenML
Supervised Data Stream Classification on electricity

Supervised Data Stream Classification on electricity

Task 2056 Supervised Data Stream Classification electricity 486 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
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  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16 under1m
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486 Runs

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Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Ridor(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7695, f_measure: 0.7467, kappa: 0.4804, kb_relative_information_score: 21695.6819, mean_absolute_error: 0.2621, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7464, predictive_accuracy: 0.7474, prior_entropy: 1, recall: 0.7474, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4779, root_relative_squared_error: 0.9558,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Winnow(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5031, f_measure: 0.253, kb_relative_information_score: -12, mean_absolute_error: 0.5001, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0112,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... Classifier_LinearRegression(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5657, f_measure: 0.4484, kappa: 0.025, kb_relative_information_score: 1691.439, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6216, predictive_accuracy: 0.583, prior_entropy: 1, recall: 0.583, relative_absolute_error: 0.9713, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.492, root_relative_squared_error: 0.9839,
Kevin Davis 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[0], line 12
Kevin Davis 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[0], line 12
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7668, f_measure: 0.7455, kappa: 0.4809, kb_relative_information_score: 21240.5844, mean_absolute_error: 0.2684, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7467, predictive_accuracy: 0.7449, prior_entropy: 1, recall: 0.7449, relative_absolute_error: 0.5368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4714, root_relative_squared_error: 0.9427,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7579, f_measure: 0.7079, kappa: 0.3997, kb_relative_information_score: 16746.7323, mean_absolute_error: 0.3208, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7077, predictive_accuracy: 0.7099, prior_entropy: 1, recall: 0.7099, relative_absolute_error: 0.6417, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4655, root_relative_squared_error: 0.931,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8484, f_measure: 0.7851, kappa: 0.5577, kb_relative_information_score: 23740.6042, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7905, predictive_accuracy: 0.7888, prior_entropy: 1, recall: 0.7888, relative_absolute_error: 0.4884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8054,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7473, f_measure: 0.7313, kappa: 0.4485, kb_relative_information_score: 20611.4437, mean_absolute_error: 0.2741, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.731, predictive_accuracy: 0.7323, prior_entropy: 1, recall: 0.7323, relative_absolute_error: 0.5482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4854, root_relative_squared_error: 0.9708,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.556, f_measure: 0.4808, kappa: 0.0309, kb_relative_information_score: 7093.7449, mean_absolute_error: 0.4215, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5517, predictive_accuracy: 0.577, prior_entropy: 1, recall: 0.577, relative_absolute_error: 0.8431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6133, root_relative_squared_error: 1.2266,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6695, f_measure: 0.6767, kappa: 0.3352, kb_relative_information_score: 16259.2468, mean_absolute_error: 0.3207, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6766, predictive_accuracy: 0.6796, prior_entropy: 1, recall: 0.6796, relative_absolute_error: 0.6413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5644, root_relative_squared_error: 1.1289,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.8465, kappa: 0.6859, kb_relative_information_score: 31196.2506, mean_absolute_error: 0.1562, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8465, predictive_accuracy: 0.8465, prior_entropy: 1, recall: 0.8465, relative_absolute_error: 0.3125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3813, root_relative_squared_error: 0.7625,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.663, f_measure: 0.6648, kappa: 0.3101, kb_relative_information_score: 15564.1632, mean_absolute_error: 0.3283, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6677, predictive_accuracy: 0.6716, prior_entropy: 1, recall: 0.6716, relative_absolute_error: 0.6566, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5666, root_relative_squared_error: 1.1333,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7687, f_measure: 0.7109, kappa: 0.4137, kb_relative_information_score: 16819.2411, mean_absolute_error: 0.3209, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7153, predictive_accuracy: 0.7095, prior_entropy: 1, recall: 0.7095, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9257,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7425, f_measure: 0.7454, kappa: 0.4779, kb_relative_information_score: 21402.165, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7451, predictive_accuracy: 0.746, prior_entropy: 1, recall: 0.746, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4769, root_relative_squared_error: 0.9538,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.6914, kappa: 0.3729, kb_relative_information_score: 17504.2422, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6946, predictive_accuracy: 0.69, prior_entropy: 1, recall: 0.69, relative_absolute_error: 0.6137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5255, root_relative_squared_error: 1.0509,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.7577, kappa: 0.5018, kb_relative_information_score: 16615.5727, mean_absolute_error: 0.3331, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7584, predictive_accuracy: 0.7597, prior_entropy: 1, recall: 0.7597, relative_absolute_error: 0.6661, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.8427,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7542, f_measure: 0.7349, kappa: 0.4574, kb_relative_information_score: 20868.6706, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7349, predictive_accuracy: 0.735, prior_entropy: 1, recall: 0.735, relative_absolute_error: 0.5418, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9847,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7678, f_measure: 0.739, kappa: 0.4641, kb_relative_information_score: 20833.267, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7388, predictive_accuracy: 0.7402, prior_entropy: 1, recall: 0.7402, relative_absolute_error: 0.5458, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4678, root_relative_squared_error: 0.9357,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8227, f_measure: 0.7902, kappa: 0.569, kb_relative_information_score: 23050.7311, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7907, predictive_accuracy: 0.7916, prior_entropy: 1, recall: 0.7916, relative_absolute_error: 0.51, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.8168,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, f_measure: 0.6073, kappa: 0.2412, kb_relative_information_score: 13752.6964, mean_absolute_error: 0.3513, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7242, predictive_accuracy: 0.6632, prior_entropy: 1, recall: 0.6632, relative_absolute_error: 0.7026, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5642, root_relative_squared_error: 1.1285,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4932, f_measure: 0.2978, kappa: 0.0109, kb_relative_information_score: -5799.3165, mean_absolute_error: 0.5642, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5612, predictive_accuracy: 0.4363, prior_entropy: 1, recall: 0.4363, relative_absolute_error: 1.1283, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7474, root_relative_squared_error: 1.4947,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.8292, kappa: 0.6505, kb_relative_information_score: 26840.3068, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8292, predictive_accuracy: 0.8293, prior_entropy: 1, recall: 0.8293, relative_absolute_error: 0.4243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.7173,
Jason 10 years ago
ran flow moa.LeveragingBag_ORTO(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.5668, kappa: 0.1667, kb_relative_information_score: 11912.585, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6653, predictive_accuracy: 0.631, prior_entropy: 1, recall: 0.631, relative_absolute_error: 0.7369, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5987, root_relative_squared_error: 1.1975,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.8426, kappa: 0.6777, kb_relative_information_score: 31048, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8425, predictive_accuracy: 0.8426, prior_entropy: 1, ram_hours: 0, recall: 0.8426, relative_absolute_error: 0.3148, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7935, run_cpu_time: 0.24,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.8236, kappa: 0.6379, kb_relative_information_score: 24271.4714, mean_absolute_error: 0.2458, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8237, predictive_accuracy: 0.8243, prior_entropy: 1, ram_hours: 0, recall: 0.8243, relative_absolute_error: 0.4916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3529, root_relative_squared_error: 0.7058, run_cpu_time: 2.32,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172, run_cpu_time: 1.35,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.8874, kappa: 0.769, kb_relative_information_score: 25122.8875, mean_absolute_error: 0.2441, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8874, predictive_accuracy: 0.8876, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8876, relative_absolute_error: 0.4882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6302, run_cpu_time: 16.29,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7914, kappa: 0.5723, kb_relative_information_score: 23692.8283, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 1, ram_hours: 0, recall: 0.792, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.7998, run_cpu_time: 1.9,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.5643, kappa: 0.1057, kb_relative_information_score: 7248, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.567, predictive_accuracy: 0.5798, prior_entropy: 1, ram_hours: 0, recall: 0.5798, relative_absolute_error: 0.84, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6438, root_relative_squared_error: 1.2876, run_cpu_time: 0.21,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7914, kappa: 0.5723, kb_relative_information_score: 23692.8283, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 1, ram_hours: 0, recall: 0.792, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.7998, run_cpu_time: 0.6,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.67, kappa: 0.3256, kb_relative_information_score: 13311.4482, mean_absolute_error: 0.3602, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6894, predictive_accuracy: 0.6859, prior_entropy: 1, ram_hours: 0, recall: 0.6859, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4589, root_relative_squared_error: 0.9177, run_cpu_time: 0.47,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172, run_cpu_time: 0.24,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.784, kappa: 0.5582, kb_relative_information_score: 22767.4454, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7842, predictive_accuracy: 0.7838, prior_entropy: 1, ram_hours: 0, recall: 0.7838, relative_absolute_error: 0.5113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.7678, run_cpu_time: 9.47,
Jason 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172, run_cpu_time: 1.34,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.503, f_measure: 0.4388, kappa: 0.0069, kb_relative_information_score: 6814, mean_absolute_error: 0.4248, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5405, predictive_accuracy: 0.5751, prior_entropy: 1, ram_hours: 0, recall: 0.5751, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6475, root_relative_squared_error: 1.2951, run_cpu_time: 0.35,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5041, f_measure: 0.4213, kappa: 0.0002, kb_relative_information_score: 1396.6524, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5241, predictive_accuracy: 0.5753, prior_entropy: 1, ram_hours: 0, recall: 0.5753, relative_absolute_error: 0.977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9887, run_cpu_time: 0.26,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.842, kappa: 0.6752, kb_relative_information_score: 27469.2233, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8441, predictive_accuracy: 0.8435, prior_entropy: 1, ram_hours: 0, recall: 0.8435, relative_absolute_error: 0.4145, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.337, root_relative_squared_error: 0.6741, run_cpu_time: 3.28,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.8325, kappa: 0.6556, kb_relative_information_score: 28187.2803, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8341, predictive_accuracy: 0.8339, prior_entropy: 1, ram_hours: 0, recall: 0.8339, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.7446, run_cpu_time: 0.93,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.253, kb_relative_information_score: -6826, mean_absolute_error: 0.5753, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0, recall: 0.4245, relative_absolute_error: 1.1506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7549, root_relative_squared_error: 1.5097, run_cpu_time: 2,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.8672, kappa: 0.7278, kb_relative_information_score: 17575.1307, mean_absolute_error: 0.3319, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8672, predictive_accuracy: 0.8674, prior_entropy: 1, ram_hours: 0, recall: 0.8674, relative_absolute_error: 0.6639, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.7285, run_cpu_time: 3.33,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.4229, kappa: 0.0016, kb_relative_information_score: 6866, mean_absolute_error: 0.4242, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5716, predictive_accuracy: 0.5758, prior_entropy: 1, ram_hours: 0, recall: 0.5758, relative_absolute_error: 0.8485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6513, root_relative_squared_error: 1.3027, run_cpu_time: 0.23,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.7852, kappa: 0.5603, kb_relative_information_score: 22758.2077, mean_absolute_error: 0.256, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7851, predictive_accuracy: 0.7853, prior_entropy: 1, ram_hours: 0, recall: 0.7853, relative_absolute_error: 0.512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.7661, run_cpu_time: 191.45,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.7281, kappa: 0.4404, kb_relative_information_score: 17497.4634, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7306, predictive_accuracy: 0.7321, prior_entropy: 1, ram_hours: 0, recall: 0.7321, relative_absolute_error: 0.6314, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.8414, run_cpu_time: 2.92,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.5668, kappa: 0.1667, kb_relative_information_score: 11912.585, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6653, predictive_accuracy: 0.631, prior_entropy: 1, ram_hours: 0, recall: 0.631, relative_absolute_error: 0.7369, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5987, root_relative_squared_error: 1.1975, run_cpu_time: 0.28,
Jason 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0.0001, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172, run_cpu_time: 17.5,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, f_measure: 0.7181, kappa: 0.4254, kb_relative_information_score: 18615.1002, mean_absolute_error: 0.3013, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7497, predictive_accuracy: 0.7336, prior_entropy: 1, ram_hours: 0, recall: 0.7336, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4647, root_relative_squared_error: 0.9295, run_cpu_time: 0.38,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.7369, kappa: 0.4584, kb_relative_information_score: 17068.5407, mean_absolute_error: 0.3226, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.742, predictive_accuracy: 0.742, prior_entropy: 1, ram_hours: 0, recall: 0.742, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8476, run_cpu_time: 0.41,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.5649, kappa: 0.1481, kb_relative_information_score: 10806.9063, mean_absolute_error: 0.3808, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6269, predictive_accuracy: 0.6189, prior_entropy: 1, ram_hours: 0, recall: 0.6189, relative_absolute_error: 0.7616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6016, root_relative_squared_error: 1.2032, run_cpu_time: 0.22,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, f_measure: 0.8533, kappa: 0.6998, kb_relative_information_score: 32018, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8533, predictive_accuracy: 0.8533, prior_entropy: 1, ram_hours: 0, recall: 0.8533, relative_absolute_error: 0.2934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766, run_cpu_time: 0.25,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8976, kappa: 0.7899, kb_relative_information_score: 32119.5394, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.898, predictive_accuracy: 0.898, prior_entropy: 1, ram_hours: 0, recall: 0.898, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.277, root_relative_squared_error: 0.554, run_cpu_time: 11.2429,

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 electricity (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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