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OpenML
Task
Supervised Data Stream Classification on Stagger2

Supervised Data Stream Classification on Stagger2

Task 7311 Supervised Data Stream Classification Stagger2 306 runs submitted
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Visibility: Public
  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16
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Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... Classifier_LinearRegression(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2731, kb_relative_information_score: -111886, mean_absolute_error: 0.5559, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1972, predictive_accuracy: 0.4441, prior_entropy: 1, recall: 0.4441, relative_absolute_error: 1.1119, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7456, root_relative_squared_error: 1.4912,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998898.0092, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0467,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 752225.711, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.3111, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.3369,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.8859, kappa: 0.7689, kb_relative_information_score: 603864.7096, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9073, predictive_accuracy: 0.8888, prior_entropy: 1, recall: 0.8888, relative_absolute_error: 0.4251, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2945, root_relative_squared_error: 0.589,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8189, kappa: 0.6516, kb_relative_information_score: 439490.3276, mean_absolute_error: 0.2962, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8724, predictive_accuracy: 0.821, prior_entropy: 1, recall: 0.821, relative_absolute_error: 0.5924, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3661, root_relative_squared_error: 0.7322,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.7716, kappa: 0.5705, kb_relative_information_score: 554504.4777, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8516, predictive_accuracy: 0.7772, prior_entropy: 1, recall: 0.7772, relative_absolute_error: 0.4455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.447, root_relative_squared_error: 0.894,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998908, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0467,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.8859, kappa: 0.7723, kb_relative_information_score: 758749.2115, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8974, predictive_accuracy: 0.8856, prior_entropy: 1, recall: 0.8856, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.6545,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.7374, kappa: 0.4705, kb_relative_information_score: 335418.6692, mean_absolute_error: 0.3472, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7395, predictive_accuracy: 0.7367, prior_entropy: 1, recall: 0.7367, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.41, root_relative_squared_error: 0.8201,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999525.2713, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0072, root_relative_squared_error: 0.0145,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2731, kb_relative_information_score: -111886, mean_absolute_error: 0.5559, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1972, predictive_accuracy: 0.4441, prior_entropy: 1, recall: 0.4441, relative_absolute_error: 1.1119, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7456, root_relative_squared_error: 1.4912,
Jason 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 999000, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0158, root_relative_squared_error: 0.0316,
Jason 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2731, kb_relative_information_score: -111794, mean_absolute_error: 0.5559, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1972, predictive_accuracy: 0.4441, prior_entropy: 1, recall: 0.4441, relative_absolute_error: 1.1118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7454, root_relative_squared_error: 1.4908,
Jason 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8002, f_measure: 0.7719, kappa: 0.571, kb_relative_information_score: 555066, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8518, predictive_accuracy: 0.7775, prior_entropy: 1, recall: 0.7775, relative_absolute_error: 0.4449, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4714, root_relative_squared_error: 0.9428,
Jason 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 999000, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0158, root_relative_squared_error: 0.0316,
Jason 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.3973, kappa: -0, kb_relative_information_score: 16940.5002, mean_absolute_error: 0.4938, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4571, predictive_accuracy: 0.5559, prior_entropy: 1, recall: 0.5559, relative_absolute_error: 0.9876, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9937,
Jason 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.5068, kappa: 0.001, kb_relative_information_score: 13550, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5068, predictive_accuracy: 0.5068, prior_entropy: 1, recall: 0.5068, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7023, root_relative_squared_error: 1.4046,
Jason 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9917, kappa: 0.9833, kb_relative_information_score: 978785.4153, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9919, predictive_accuracy: 0.9917, prior_entropy: 1, recall: 0.9917, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0741, root_relative_squared_error: 0.1482,
Jason 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999657.7376, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0063, root_relative_squared_error: 0.0127,
Jason 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999536.3935, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0072, root_relative_squared_error: 0.0144,
Jason 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9984, kappa: 0.9967, kb_relative_information_score: 737328.8153, mean_absolute_error: 0.1494, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9984, predictive_accuracy: 0.9984, prior_entropy: 1, recall: 0.9984, relative_absolute_error: 0.2988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.224, root_relative_squared_error: 0.448,
Jason 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999526.3922, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0071, root_relative_squared_error: 0.0141,
Jason 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999864.4871, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0052, root_relative_squared_error: 0.0104,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998908, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0467,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 882983.4632, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.1483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.2225,
Jason 10 years ago
ran flow moa.LeveragingBag_DecisionStump(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.8759, kappa: 0.7558, kb_relative_information_score: 451431.0722, mean_absolute_error: 0.2964, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.903, predictive_accuracy: 0.8761, prior_entropy: 1, recall: 0.8761, relative_absolute_error: 0.5928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.6981,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998908, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0467,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998908, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0467,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2731, kb_relative_information_score: -111886, mean_absolute_error: 0.5559, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1972, predictive_accuracy: 0.4441, prior_entropy: 1, recall: 0.4441, relative_absolute_error: 1.1119, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7456, root_relative_squared_error: 1.4912,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8852, kappa: 0.7676, kb_relative_information_score: 770297.2372, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9067, predictive_accuracy: 0.8881, prior_entropy: 1, recall: 0.8881, relative_absolute_error: 0.2315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3349, root_relative_squared_error: 0.6699,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.8591, kappa: 0.7143, kb_relative_information_score: 712031.6669, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8592, predictive_accuracy: 0.8593, prior_entropy: 1, recall: 0.8593, relative_absolute_error: 0.2908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.6896,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998908, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0467,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998908, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0467,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998908, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0467,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 999000, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0158, root_relative_squared_error: 0.0316,
Jason 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7994, f_measure: 0.7717, kappa: 0.5704, kb_relative_information_score: 425048.7227, mean_absolute_error: 0.2965, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.851, predictive_accuracy: 0.7772, prior_entropy: 1, recall: 0.7772, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.7703,
Jason 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 884879.2223, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.1469, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.2122,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 999000, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0158, root_relative_squared_error: 0.0316,
Jason 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.8828, kappa: 0.7624, kb_relative_information_score: 770712, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8999, predictive_accuracy: 0.8854, prior_entropy: 1, recall: 0.8854, relative_absolute_error: 0.2293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6772,
Jason 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2731, kb_relative_information_score: -111886, mean_absolute_error: 0.5559, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1972, predictive_accuracy: 0.4441, prior_entropy: 1, recall: 0.4441, relative_absolute_error: 1.1119, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7456, root_relative_squared_error: 1.4912,
Jason 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999514.9365, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.007, root_relative_squared_error: 0.014,
Jason 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999440.2542, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0073, root_relative_squared_error: 0.0146,
Jason 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999534.5645, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.007, root_relative_squared_error: 0.014,
Jason 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999948.5309, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0028, root_relative_squared_error: 0.0056,
Jason 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999864.7872, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0052, root_relative_squared_error: 0.0104,
Jason 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999536.3935, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0072, root_relative_squared_error: 0.0144,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8852, kappa: 0.7676, kb_relative_information_score: 776300, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9067, predictive_accuracy: 0.8882, prior_entropy: 1, recall: 0.8882, relative_absolute_error: 0.2237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.6689,
Jason 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 883020.4135, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.2224,

    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 Stagger2 (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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