Task
Supervised Data Stream Classification on monks-problems-3_test

Supervised Data Stream Classification on monks-problems-3_test

Task 2236 Supervised Data Stream Classification monks-problems-3_test 25 runs submitted
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Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, 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(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, 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.FIMTDD(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7071, root_relative_squared_error: 1.4142, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0047, f_measure: 0.2918, kappa: -0.1759, kb_relative_information_score: -16.79, mean_absolute_error: 0.514, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.2259, predictive_accuracy: 0.412, prior_entropy: 1, recall: 0.412, relative_absolute_error: 1.0279, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5154, root_relative_squared_error: 1.0308, run_cpu_time: 0.79,
Joaquin Vanschoren 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -13.9464, mean_absolute_error: 0.5124, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1.0248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5151, root_relative_squared_error: 1.0302, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.369, f_measure: 0.4107, kappa: -0.1204, kb_relative_information_score: -10.1318, mean_absolute_error: 0.5081, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.425, predictive_accuracy: 0.4398, prior_entropy: 1, recall: 0.4398, relative_absolute_error: 1.0162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5141, root_relative_squared_error: 1.0282, run_cpu_time: 0.04,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7071, root_relative_squared_error: 1.4142, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -30.2873, mean_absolute_error: 0.5265, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1.0531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5295, root_relative_squared_error: 1.059, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -3.7041, mean_absolute_error: 0.5031, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1.0062, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5044, root_relative_squared_error: 1.0087,
Joaquin Vanschoren 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0023, f_measure: 0.0023, kappa: -0.9954, kb_relative_information_score: -430, mean_absolute_error: 0.9977, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.0023, predictive_accuracy: 0.0023, prior_entropy: 1, recall: 0.0023, relative_absolute_error: 1.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9988, root_relative_squared_error: 1.9977, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, 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: 0.06,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4472, f_measure: 0.4287, kappa: -0.0139, kb_relative_information_score: -4.2652, mean_absolute_error: 0.5039, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.4874, predictive_accuracy: 0.4931, prior_entropy: 1, ram_hours: 0, recall: 0.4931, relative_absolute_error: 1.0078, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5063, root_relative_squared_error: 1.0125, run_cpu_time: 0.0027,
Joaquin Vanschoren 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.1596, f_measure: 0.1856, kappa: -0.625, kb_relative_information_score: -8.7807, mean_absolute_error: 0.5081, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.1845, predictive_accuracy: 0.1875, prior_entropy: 1, recall: 0.1875, relative_absolute_error: 1.0163, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5107, root_relative_squared_error: 1.0215, run_cpu_time: 0.05,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -30.2873, mean_absolute_error: 0.5265, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, ram_hours: 0, recall: 0.5, relative_absolute_error: 1.0531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5295, root_relative_squared_error: 1.059, run_cpu_time: 0.0024,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, 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.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3434, f_measure: 0.3817, kappa: -0.2315, kb_relative_information_score: -11.6076, mean_absolute_error: 0.5103, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.3823, predictive_accuracy: 0.3843, prior_entropy: 1, recall: 0.3843, relative_absolute_error: 1.0205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5131, root_relative_squared_error: 1.0263, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0093, f_measure: 0.0092, kappa: -0.9815, kb_relative_information_score: -424, mean_absolute_error: 0.9907, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.0092, predictive_accuracy: 0.0093, prior_entropy: 1, recall: 0.0093, relative_absolute_error: 1.9815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9954, root_relative_squared_error: 1.9907, run_cpu_time: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, 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,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -16.8396, mean_absolute_error: 0.514, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, ram_hours: 0, recall: 0.5, relative_absolute_error: 1.028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5155, root_relative_squared_error: 1.0309, run_cpu_time: 0.0208,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0023, f_measure: 0.0023, kappa: -0.9954, kb_relative_information_score: -430, mean_absolute_error: 0.9977, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.0023, predictive_accuracy: 0.0023, prior_entropy: 1, ram_hours: 0, recall: 0.0023, relative_absolute_error: 1.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9988, root_relative_squared_error: 1.9977, run_cpu_time: 0.0018,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -3.7041, mean_absolute_error: 0.5031, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1.0062, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5044, root_relative_squared_error: 1.0087,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.369, f_measure: 0.4107, kappa: -0.1204, kb_relative_information_score: -10.1318, mean_absolute_error: 0.5081, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.425, predictive_accuracy: 0.4398, prior_entropy: 1, ram_hours: 0, recall: 0.4398, relative_absolute_error: 1.0162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5141, root_relative_squared_error: 1.0282, run_cpu_time: 0.02,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -30.2873, mean_absolute_error: 0.5265, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1.0531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5295, root_relative_squared_error: 1.059, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3434, f_measure: 0.3817, kappa: -0.2315, kb_relative_information_score: -11.6076, mean_absolute_error: 0.5103, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.3823, predictive_accuracy: 0.3843, prior_entropy: 1, ram_hours: 0, recall: 0.3843, relative_absolute_error: 1.0205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5131, root_relative_squared_error: 1.0263, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, 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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    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 monks-problems-3_test (1)
    target_feature attr6

    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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