Task
Supervised Data Stream Classification on solar-flare

Supervised Data Stream Classification on solar-flare

Task 2240 Supervised Data Stream Classification solar-flare 25 runs submitted
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Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, recall: 0.9783, 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.Perceptron(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, kb_relative_information_score: 309, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, recall: 0.9783, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.2944,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, kb_relative_information_score: 309, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, recall: 0.9783, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.2944, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, f_measure: 0.9347, kappa: 0.0901, kb_relative_information_score: 260.6869, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9635, predictive_accuracy: 0.9102, prior_entropy: 1, recall: 0.9102, relative_absolute_error: 0.1972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.5424, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2884, f_measure: 0.9645, kappa: -0.0097, kb_relative_information_score: 293.5996, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.957, predictive_accuracy: 0.9721, prior_entropy: 1, recall: 0.9721, relative_absolute_error: 0.1039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.3271, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3273, f_measure: 0.9676, kb_relative_information_score: 299.0775, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, recall: 0.9783, relative_absolute_error: 0.0854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.2929, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5366, f_measure: 0.9676, kb_relative_information_score: 298.0821, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, recall: 0.9783, relative_absolute_error: 0.0888, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.2955, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3341, f_measure: 0.9645, kappa: -0.0097, kb_relative_information_score: 295.5023, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.957, predictive_accuracy: 0.9721, prior_entropy: 1, recall: 0.9721, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3252, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, recall: 0.9783, 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_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, ram_hours: 0, recall: 0.9783, 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: 0.0032,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7165, f_measure: 0.9645, kappa: -0.0097, kb_relative_information_score: 265.2197, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.957, predictive_accuracy: 0.9721, prior_entropy: 1, ram_hours: 0, recall: 0.9721, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.3567, run_cpu_time: 0.0273,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, ram_hours: 0, recall: 0.9783, 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: 0.0032,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.377, f_measure: 0.9645, kappa: -0.0097, kb_relative_information_score: 293.8897, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.957, predictive_accuracy: 0.9721, prior_entropy: 1, ram_hours: 0, recall: 0.9721, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.3127, run_cpu_time: 0.0207,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, ram_hours: 0, recall: 0.9783, 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: 0.0035,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, kb_relative_information_score: 309, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, ram_hours: 0, recall: 0.9783, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.2944, run_cpu_time: 0.002,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6804, f_measure: 0.9676, kb_relative_information_score: 301.9415, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, ram_hours: 0, recall: 0.9783, relative_absolute_error: 0.0721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.2938, run_cpu_time: 0.017,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.377, f_measure: 0.9645, kappa: -0.0097, kb_relative_information_score: 293.8897, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.957, predictive_accuracy: 0.9721, prior_entropy: 1, ram_hours: 0, recall: 0.9721, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.3127, run_cpu_time: 0.02,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6682, f_measure: 0.9598, kappa: -0.0184, kb_relative_information_score: 237.9523, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9568, predictive_accuracy: 0.9628, prior_entropy: 1, ram_hours: 0, recall: 0.9628, relative_absolute_error: 0.3093, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.4304, run_cpu_time: 0.05,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, kb_relative_information_score: 309, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, recall: 0.9783, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.2944,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4566, f_measure: 0.9661, kappa: -0.0054, kb_relative_information_score: 297.1759, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9752, prior_entropy: 1, ram_hours: 0, recall: 0.9752, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.3052, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3273, f_measure: 0.9676, kb_relative_information_score: 299.0775, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, recall: 0.9783, relative_absolute_error: 0.0854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.2929,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, ram_hours: 0, recall: 0.9783, 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.NoChange(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4889, f_measure: 0.9567, kappa: -0.0222, kb_relative_information_score: 295, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9567, predictive_accuracy: 0.9567, prior_entropy: 1, recall: 0.9567, relative_absolute_error: 0.0867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.4164,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.9676, kb_relative_information_score: 302.0454, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, ram_hours: 0, recall: 0.9783, relative_absolute_error: 0.0717, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1468, root_relative_squared_error: 0.2936, run_cpu_time: 0.3,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3341, f_measure: 0.9645, kappa: -0.0097, kb_relative_information_score: 295.5023, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.957, predictive_accuracy: 0.9721, prior_entropy: 1, recall: 0.9721, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3252,

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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 solar-flare (1)
    target_feature X-class_flares_production_by_this_region

    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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