Task
Supervised Data Stream Classification on meta_stream_intervals.arff

Supervised Data Stream Classification on meta_stream_intervals.arff

Task 2448 Supervised Data Stream Classification meta_stream_intervals.arff 43 runs submitted
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Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8426, f_measure: 0.5491, kappa: 0.4478, kb_relative_information_score: 25903.3098, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.7022, predictive_accuracy: 0.5472, prior_entropy: 3.7004, recall: 0.5472, relative_absolute_error: 0.4986, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.244, root_relative_squared_error: 0.9155,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9215, kappa: 0.8886, kb_relative_information_score: 41149.5028, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.921, predictive_accuracy: 0.9231, prior_entropy: 3.7004, recall: 0.9231, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.3786,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_DecisionStump(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6187, f_measure: 0.3781, kappa: 0.1589, kb_relative_information_score: 21430.3096, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.3688, predictive_accuracy: 0.4974, prior_entropy: 3.7004, recall: 0.4974, relative_absolute_error: 0.7184, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.8524,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3442, kb_relative_information_score: 22329.9978, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 3.7004, recall: 0.5097, relative_absolute_error: 0.5311, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2746, root_relative_squared_error: 1.0307,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5011, f_measure: 0.276, kappa: 0.0016, kb_relative_information_score: 13420.8032, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2662, predictive_accuracy: 0.3069, prior_entropy: 3.7004, recall: 0.3069, relative_absolute_error: 0.7538, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.3205, root_relative_squared_error: 1.2029,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, f_measure: 0.2712, kappa: 0.002, kb_relative_information_score: 12425.1498, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2674, predictive_accuracy: 0.2968, prior_entropy: 3.7004, recall: 0.2968, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.3287, root_relative_squared_error: 1.2335,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9504, kappa: 0.9292, kb_relative_information_score: 42676.8598, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.9505, predictive_accuracy: 0.9513, prior_entropy: 3.7004, recall: 0.9513, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.3013,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8704, kappa: 0.8151, kb_relative_information_score: 12563.5199, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.8712, predictive_accuracy: 0.8723, prior_entropy: 3.7004, recall: 0.8723, relative_absolute_error: 0.9064, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2486, root_relative_squared_error: 0.9331,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.377, kappa: 0.073, kb_relative_information_score: 21889.6524, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.3009, predictive_accuracy: 0.5246, prior_entropy: 3.7004, recall: 0.5246, relative_absolute_error: 0.7025, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.8408,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.8707, kappa: 0.8155, kb_relative_information_score: 40047.634, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.8702, predictive_accuracy: 0.8725, prior_entropy: 3.7004, recall: 0.8725, relative_absolute_error: 0.1637, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.4586,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9522, kappa: 0.9322, kb_relative_information_score: 42548.6285, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.9518, predictive_accuracy: 0.9532, prior_entropy: 3.7004, recall: 0.9532, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.2949,
Jan van Rijn 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6178, f_measure: 0.3772, kappa: 0.1565, kb_relative_information_score: 21394.4046, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.3095, predictive_accuracy: 0.4977, prior_entropy: 3.7004, recall: 0.4977, relative_absolute_error: 0.7188, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.853,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.0098, kappa: -0, kb_relative_information_score: 1843.0158, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.0053, predictive_accuracy: 0.0725, prior_entropy: 3.7004, recall: 0.0725, relative_absolute_error: 1.0418, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.3067, root_relative_squared_error: 1.151,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.9046, kappa: 0.8615, kb_relative_information_score: 39915.6195, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.9079, predictive_accuracy: 0.9055, prior_entropy: 3.7004, recall: 0.9055, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1167, root_relative_squared_error: 0.438,
Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.5264, kappa: 0.4331, kb_relative_information_score: 23855.4412, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.7067, predictive_accuracy: 0.5287, prior_entropy: 3.7004, recall: 0.5287, relative_absolute_error: 0.5147, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.262, root_relative_squared_error: 0.9831,
Jan van Rijn 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6178, f_measure: 0.3772, kappa: 0.1565, kb_relative_information_score: 21394.4046, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.3095, predictive_accuracy: 0.4977, prior_entropy: 3.7004, recall: 0.4977, relative_absolute_error: 0.7188, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.853,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.5353, kappa: 0.4156, kb_relative_information_score: 23583.4544, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.6417, predictive_accuracy: 0.53, prior_entropy: 3.7004, recall: 0.53, relative_absolute_error: 0.5306, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2596, root_relative_squared_error: 0.9741,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.7767, kappa: 0.6936, kb_relative_information_score: 34363.1785, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.807, predictive_accuracy: 0.7726, prior_entropy: 3.7004, recall: 0.7726, relative_absolute_error: 0.3691, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.6277,
Jan van Rijn 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3442, kb_relative_information_score: 22329.9978, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 3.7004, recall: 0.5097, relative_absolute_error: 0.5311, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2746, root_relative_squared_error: 1.0307,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.9094, kappa: 0.8728, kb_relative_information_score: 40530.7744, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.9118, predictive_accuracy: 0.9132, prior_entropy: 3.7004, recall: 0.9132, relative_absolute_error: 0.1132, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.423,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.8626, kappa: 0.804, kb_relative_information_score: 11885.4844, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.8642, predictive_accuracy: 0.8643, prior_entropy: 3.7004, recall: 0.8643, relative_absolute_error: 0.9188, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2488, root_relative_squared_error: 0.9335,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.3442, kb_relative_information_score: 21818.7896, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 3.7004, recall: 0.5097, relative_absolute_error: 0.5419, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2746, root_relative_squared_error: 1.0304,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8385, f_measure: 0.5502, kappa: 0.4338, kb_relative_information_score: 24159.5627, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.6802, predictive_accuracy: 0.5436, prior_entropy: 3.7004, recall: 0.5436, relative_absolute_error: 0.5108, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.9678,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.8245, kappa: 0.7472, kb_relative_information_score: 36623.8192, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.83, predictive_accuracy: 0.8276, prior_entropy: 3.7004, recall: 0.8276, relative_absolute_error: 0.1975, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.6107,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9116, kappa: 0.8729, kb_relative_information_score: 40117.0777, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.9128, predictive_accuracy: 0.9124, prior_entropy: 3.7004, recall: 0.9124, relative_absolute_error: 0.1407, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.4173,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.9094, kappa: 0.8728, kb_relative_information_score: 40530.7744, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.9118, predictive_accuracy: 0.9132, prior_entropy: 3.7004, recall: 0.9132, relative_absolute_error: 0.1132, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.423,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5019, f_measure: 0.2712, kappa: 0.002, kb_relative_information_score: 12412.8863, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2674, predictive_accuracy: 0.2968, prior_entropy: 3.7004, recall: 0.2968, relative_absolute_error: 0.7618, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.3289, root_relative_squared_error: 1.2344,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4925, f_measure: 0.3442, kappa: -0, kb_relative_information_score: 19118.876, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 3.7004, recall: 0.5097, relative_absolute_error: 0.7533, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.8688,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5024, f_measure: 0.3057, kappa: 0.0032, kb_relative_information_score: 12830.5249, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.3057, predictive_accuracy: 0.3058, prior_entropy: 3.7004, recall: 0.3058, relative_absolute_error: 0.7521, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.3268, root_relative_squared_error: 1.2265,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.5948, kappa: 0.4553, kb_relative_information_score: 28370.2571, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.6051, predictive_accuracy: 0.6163, prior_entropy: 3.7004, recall: 0.6163, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.816,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.5656, kappa: 0.4087, kb_relative_information_score: 24316.6366, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.6051, predictive_accuracy: 0.5564, prior_entropy: 3.7004, recall: 0.5564, relative_absolute_error: 0.5295, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2482, root_relative_squared_error: 0.9313,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3442, kb_relative_information_score: 22329.9978, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2598, predictive_accuracy: 0.5097, prior_entropy: 3.7004, recall: 0.5097, relative_absolute_error: 0.5311, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2746, root_relative_squared_error: 1.0307,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.5353, kappa: 0.4156, kb_relative_information_score: 23583.4544, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.6417, predictive_accuracy: 0.53, prior_entropy: 3.7004, recall: 0.53, relative_absolute_error: 0.5306, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2596, root_relative_squared_error: 0.9741,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7046, f_measure: 0.4104, kappa: 0.1187, kb_relative_information_score: 22132.9007, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.3564, predictive_accuracy: 0.5464, prior_entropy: 3.7004, recall: 0.5464, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.8274,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.8579, kappa: 0.7983, kb_relative_information_score: 37143.6479, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.8623, predictive_accuracy: 0.8566, prior_entropy: 3.7004, recall: 0.8566, relative_absolute_error: 0.323, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.5163,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7977, f_measure: 0.5497, kappa: 0.4457, kb_relative_information_score: 26928.9169, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.6982, predictive_accuracy: 0.5462, prior_entropy: 3.7004, recall: 0.5462, relative_absolute_error: 0.6031, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.794,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8072, f_measure: 0.561, kappa: 0.4574, kb_relative_information_score: 26304.6313, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.7048, predictive_accuracy: 0.5576, prior_entropy: 3.7004, recall: 0.5576, relative_absolute_error: 0.5258, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.8689,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.5408, kappa: 0.4403, kb_relative_information_score: 25442.5248, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.6966, predictive_accuracy: 0.5398, prior_entropy: 3.7004, recall: 0.5398, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.8506,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9015, kappa: 0.86, kb_relative_information_score: 41234.0545, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.9003, predictive_accuracy: 0.9034, prior_entropy: 3.7004, recall: 0.9034, relative_absolute_error: 0.1469, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.3908,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9015, kappa: 0.86, kb_relative_information_score: 41232.2056, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.9003, predictive_accuracy: 0.9035, prior_entropy: 3.7004, recall: 0.9035, relative_absolute_error: 0.1469, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.1042, root_relative_squared_error: 0.391,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.5353, kappa: 0.4156, kb_relative_information_score: 23583.4544, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.6417, predictive_accuracy: 0.53, prior_entropy: 3.7004, recall: 0.53, relative_absolute_error: 0.5306, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2596, root_relative_squared_error: 0.9741,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.2739, kappa: 0.0003, kb_relative_information_score: 12723.2794, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2656, predictive_accuracy: 0.3035, prior_entropy: 3.7004, recall: 0.3035, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.3274, root_relative_squared_error: 1.2285,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.5269, kappa: 0.4338, kb_relative_information_score: 23846.052, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.7075, predictive_accuracy: 0.5292, prior_entropy: 3.7004, recall: 0.5292, relative_absolute_error: 0.5142, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2624, root_relative_squared_error: 0.9845,

    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 meta_stream_intervals.arff (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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