Task
Supervised Data Stream Classification on haberman

Supervised Data Stream Classification on haberman

Task 2210 Supervised Data Stream Classification haberman 25 runs submitted
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Joaquin Vanschoren 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, kb_relative_information_score: 144, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 0.5294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5145, root_relative_squared_error: 1.029, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5877, f_measure: 0.6364, kappa: 0.0208, kb_relative_information_score: 98.466, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6421, predictive_accuracy: 0.7288, prior_entropy: 1, recall: 0.7288, relative_absolute_error: 0.7117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4381, root_relative_squared_error: 0.8763, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5877, f_measure: 0.6364, kappa: 0.0208, kb_relative_information_score: 98.466, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6421, predictive_accuracy: 0.7288, prior_entropy: 1, recall: 0.7288, relative_absolute_error: 0.7117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4381, root_relative_squared_error: 0.8763, run_cpu_time: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.604, f_measure: 0.6298, kappa: 0.0045, kb_relative_information_score: 54.586, mean_absolute_error: 0.4205, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6126, predictive_accuracy: 0.6569, prior_entropy: 1, recall: 0.6569, relative_absolute_error: 0.8411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4595, root_relative_squared_error: 0.9191, run_cpu_time: 0.46,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4885, f_measure: 0.624, kappa: -0.0078, kb_relative_information_score: 89.2788, mean_absolute_error: 0.3709, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5928, predictive_accuracy: 0.7255, prior_entropy: 1, recall: 0.7255, relative_absolute_error: 0.7418, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4518, root_relative_squared_error: 0.9036, run_cpu_time: 0.06,
Joaquin Vanschoren 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4772, f_measure: 0.6231, kb_relative_information_score: 91.8359, mean_absolute_error: 0.3676, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 0.7352, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4439, root_relative_squared_error: 0.8879,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, kb_relative_information_score: 144, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 0.5294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5145, root_relative_squared_error: 1.029, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4772, f_measure: 0.6231, kb_relative_information_score: 91.8359, mean_absolute_error: 0.3676, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 0.7352, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4439, root_relative_squared_error: 0.8879, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5074, f_measure: 0.6364, kappa: 0.0208, kb_relative_information_score: 140, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6421, predictive_accuracy: 0.7288, prior_entropy: 1, recall: 0.7288, relative_absolute_error: 0.5425, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5208, root_relative_squared_error: 1.0416, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7151, f_measure: 0.7825, kappa: 0.437, kb_relative_information_score: 174, mean_absolute_error: 0.2157, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.781, predictive_accuracy: 0.7843, prior_entropy: 1, recall: 0.7843, relative_absolute_error: 0.4314, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4644, root_relative_squared_error: 0.9288,
Joaquin Vanschoren 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.596, f_measure: 0.6591, kappa: 0.0752, kb_relative_information_score: 92.7764, mean_absolute_error: 0.3628, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6813, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 0.7256, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4448, root_relative_squared_error: 0.8895, run_cpu_time: 0.29,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5548, f_measure: 0.6467, kappa: 0.0399, kb_relative_information_score: 91.8186, mean_absolute_error: 0.3642, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6444, predictive_accuracy: 0.7222, prior_entropy: 1, recall: 0.7222, relative_absolute_error: 0.7283, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4475, root_relative_squared_error: 0.8951, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6316, f_measure: 0.6809, kappa: 0.1298, kb_relative_information_score: 106.044, mean_absolute_error: 0.339, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6779, predictive_accuracy: 0.7255, prior_entropy: 1, ram_hours: 0, recall: 0.7255, relative_absolute_error: 0.678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.455, root_relative_squared_error: 0.9101, run_cpu_time: 0.0016,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, ram_hours: 0, recall: 0.7353, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0025,
Joaquin Vanschoren 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5427, f_measure: 0.6549, kappa: 0.0599, kb_relative_information_score: 95.8603, mean_absolute_error: 0.3581, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6535, predictive_accuracy: 0.7222, prior_entropy: 1, recall: 0.7222, relative_absolute_error: 0.7162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4535, root_relative_squared_error: 0.9069, run_cpu_time: 0.07,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4535, f_measure: 0.6215, kappa: -0.0065, kb_relative_information_score: 85.0631, mean_absolute_error: 0.3798, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.54, predictive_accuracy: 0.732, prior_entropy: 1, recall: 0.732, relative_absolute_error: 0.7596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.8959,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5683, f_measure: 0.6243, kappa: -0.0252, kb_relative_information_score: 43.2939, mean_absolute_error: 0.4389, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5972, predictive_accuracy: 0.6797, prior_entropy: 1, recall: 0.6797, relative_absolute_error: 0.8777, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4648, root_relative_squared_error: 0.9295, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4885, f_measure: 0.624, kappa: -0.0078, kb_relative_information_score: 89.2788, mean_absolute_error: 0.3709, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5928, predictive_accuracy: 0.7255, prior_entropy: 1, ram_hours: 0, recall: 0.7255, relative_absolute_error: 0.7418, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4518, root_relative_squared_error: 0.9036, run_cpu_time: 0.0018,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7252, f_measure: 0.7872, kappa: 0.4522, kb_relative_information_score: 176, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.7868, predictive_accuracy: 0.7876, prior_entropy: 1, ram_hours: 0, recall: 0.7876, relative_absolute_error: 0.4248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4609, root_relative_squared_error: 0.9218, run_cpu_time: 0.0011,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.593, f_measure: 0.6527, kappa: 0.0587, kb_relative_information_score: 92.4717, mean_absolute_error: 0.3634, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6693, predictive_accuracy: 0.732, prior_entropy: 1, ram_hours: 0, recall: 0.732, relative_absolute_error: 0.7267, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4447, root_relative_squared_error: 0.8894, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,

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    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 haberman (1)
    target_feature Survival_status

    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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