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Supervised Data Stream Classification on BNG(solar-flare)

Supervised Data Stream Classification on BNG(solar-flare)

Task 6704 Supervised Data Stream Classification BNG(solar-flare) 292 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.842, f_measure: 0.7398, kappa: 0.6719, kb_relative_information_score: 718186.3425, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7443, predictive_accuracy: 0.7442, prior_entropy: 2.585, recall: 0.7442, relative_absolute_error: 0.3069, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.292, root_relative_squared_error: 0.7835,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.7643, kappa: 0.7109, kb_relative_information_score: 752893.8474, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7676, predictive_accuracy: 0.7757, prior_entropy: 2.585, recall: 0.7757, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.7337,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.7643, kappa: 0.7109, kb_relative_information_score: 752900.4579, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7676, predictive_accuracy: 0.7757, prior_entropy: 2.585, recall: 0.7757, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.7337,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.7643, kappa: 0.7109, kb_relative_information_score: 752924.6965, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7676, predictive_accuracy: 0.7757, prior_entropy: 2.585, recall: 0.7757, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.7336,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.7643, kappa: 0.7109, kb_relative_information_score: 752940.1211, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7677, predictive_accuracy: 0.7758, prior_entropy: 2.585, recall: 0.7758, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.7336,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7645, kappa: 0.7116, kb_relative_information_score: 753608.8868, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7686, predictive_accuracy: 0.7764, prior_entropy: 2.585, recall: 0.7764, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.273, root_relative_squared_error: 0.7326,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753567.0201, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753559.3078, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7645, kappa: 0.7118, kb_relative_information_score: 753866.6976, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7322,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8586, f_measure: 0.7622, kappa: 0.7074, kb_relative_information_score: 749782.4896, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7639, predictive_accuracy: 0.7729, prior_entropy: 2.585, recall: 0.7729, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.7383,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8471, f_measure: 0.7445, kappa: 0.6842, kb_relative_information_score: 730277.0085, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7496, predictive_accuracy: 0.7552, prior_entropy: 2.585, recall: 0.7552, relative_absolute_error: 0.2938, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2857, root_relative_squared_error: 0.7665,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753849.0695, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753849.0695, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7618, kappa: 0.7021, kb_relative_information_score: 743982.8481, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7603, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.7468,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7618, kappa: 0.702, kb_relative_information_score: 743956.406, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7602, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.7468,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753571.4271, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7617, kappa: 0.702, kb_relative_information_score: 743893.6059, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7601, predictive_accuracy: 0.7675, prior_entropy: 2.585, recall: 0.7675, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2784, root_relative_squared_error: 0.7469,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.7632, kappa: 0.7079, kb_relative_information_score: 749962.0757, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7636, predictive_accuracy: 0.7731, prior_entropy: 2.585, recall: 0.7731, relative_absolute_error: 0.2723, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.275, root_relative_squared_error: 0.738,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.7577, kappa: 0.705, kb_relative_information_score: 748233.4212, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.761, predictive_accuracy: 0.7715, prior_entropy: 2.585, recall: 0.7715, relative_absolute_error: 0.2742, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.276, root_relative_squared_error: 0.7406,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.7617, kappa: 0.7076, kb_relative_information_score: 750016.0618, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7633, predictive_accuracy: 0.7731, prior_entropy: 2.585, recall: 0.7731, relative_absolute_error: 0.2723, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.275, root_relative_squared_error: 0.7379,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.7618, kappa: 0.7021, kb_relative_information_score: 743986.1534, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7603, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.7468,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.7618, kappa: 0.7021, kb_relative_information_score: 743986.1534, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7603, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.7468,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.7609, kappa: 0.7075, kb_relative_information_score: 750176.9181, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7638, predictive_accuracy: 0.7733, prior_entropy: 2.585, recall: 0.7733, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.7377,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.7618, kappa: 0.7021, kb_relative_information_score: 743985.0516, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7603, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.7468,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.7618, kappa: 0.7021, kb_relative_information_score: 743986.1534, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7603, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.7468,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.7618, kappa: 0.7021, kb_relative_information_score: 743986.1534, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7603, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.7468,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.7618, kappa: 0.7021, kb_relative_information_score: 743986.1534, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7603, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.7468,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.7642, kappa: 0.7114, kb_relative_information_score: 753420.4866, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7683, predictive_accuracy: 0.7762, prior_entropy: 2.585, recall: 0.7762, relative_absolute_error: 0.2686, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7329,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753571.4271, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.7618, kappa: 0.7021, kb_relative_information_score: 743986.1534, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7603, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.7468,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.7465, kappa: 0.6945, kb_relative_information_score: 641068.9866, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7672, predictive_accuracy: 0.7638, prior_entropy: 2.585, recall: 0.7638, relative_absolute_error: 0.4764, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.6996,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753570.3253, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8812, f_measure: 0.7629, kappa: 0.7101, kb_relative_information_score: 744463.4827, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7676, predictive_accuracy: 0.7753, prior_entropy: 2.585, recall: 0.7753, relative_absolute_error: 0.3022, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.6919,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.7642, kappa: 0.712, kb_relative_information_score: 729629.9206, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7712, predictive_accuracy: 0.7769, prior_entropy: 2.585, recall: 0.7769, relative_absolute_error: 0.3287, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.6775,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.7631, kappa: 0.7106, kb_relative_information_score: 752944.5281, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7678, predictive_accuracy: 0.7758, prior_entropy: 2.585, recall: 0.7758, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.7336,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753570.3253, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753850.1712, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 756726.689, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2735, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.7132,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8758, f_measure: 0.7631, kappa: 0.7102, kb_relative_information_score: 753789.4133, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7669, predictive_accuracy: 0.7753, prior_entropy: 2.585, recall: 0.7753, relative_absolute_error: 0.2838, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.6989,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.7634, kappa: 0.7113, kb_relative_information_score: 705842.7997, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7706, predictive_accuracy: 0.7765, prior_entropy: 2.585, recall: 0.7765, relative_absolute_error: 0.3685, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.6736,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.7625, kappa: 0.7106, kb_relative_information_score: 689403.5225, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7702, predictive_accuracy: 0.7759, prior_entropy: 2.585, recall: 0.7759, relative_absolute_error: 0.4008, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.251, root_relative_squared_error: 0.6735,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.7597, kappa: 0.7075, kb_relative_information_score: 753649.9201, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7649, predictive_accuracy: 0.7733, prior_entropy: 2.585, recall: 0.7733, relative_absolute_error: 0.2841, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.699,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.762, kappa: 0.7099, kb_relative_information_score: 756697.7562, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7677, predictive_accuracy: 0.7752, prior_entropy: 2.585, recall: 0.7752, relative_absolute_error: 0.2735, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.7132,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753570.3253, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.7556, kappa: 0.7043, kb_relative_information_score: 677165.6277, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.773, predictive_accuracy: 0.7714, prior_entropy: 2.585, recall: 0.7714, relative_absolute_error: 0.4113, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.6856,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.7617, kappa: 0.7114, kb_relative_information_score: 728036.397, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7786, predictive_accuracy: 0.7769, prior_entropy: 2.585, recall: 0.7769, relative_absolute_error: 0.3348, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.253, root_relative_squared_error: 0.6789,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8809, f_measure: 0.7554, kappa: 0.7052, kb_relative_information_score: 743749.5875, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7657, predictive_accuracy: 0.772, prior_entropy: 2.585, recall: 0.772, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.6925,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5679, f_measure: 0.2306, kappa: 0.0738, kb_relative_information_score: 185583.7668, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2803, predictive_accuracy: 0.3391, prior_entropy: 2.585, recall: 0.3391, relative_absolute_error: 0.9179, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.9588,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.7631, kappa: 0.7106, kb_relative_information_score: 752944.5281, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7678, predictive_accuracy: 0.7758, prior_entropy: 2.585, recall: 0.7758, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.7336,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.7631, kappa: 0.7106, kb_relative_information_score: 752944.5281, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7678, predictive_accuracy: 0.7758, prior_entropy: 2.585, recall: 0.7758, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.7336,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.7638, kappa: 0.7111, kb_relative_information_score: 753227.6793, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7681, predictive_accuracy: 0.776, prior_entropy: 2.585, recall: 0.776, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.7332,
Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5679, f_measure: 0.2306, kappa: 0.0738, kb_relative_information_score: 185583.7668, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2803, predictive_accuracy: 0.3391, prior_entropy: 2.585, recall: 0.3391, relative_absolute_error: 0.9179, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.9588,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.7628, kappa: 0.7104, kb_relative_information_score: 752709.8542, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7674, predictive_accuracy: 0.7755, prior_entropy: 2.585, recall: 0.7755, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2735, root_relative_squared_error: 0.734,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.763, kappa: 0.7106, kb_relative_information_score: 752871.8123, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7676, predictive_accuracy: 0.7757, prior_entropy: 2.585, recall: 0.7757, relative_absolute_error: 0.2692, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.7337,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.763, kappa: 0.7106, kb_relative_information_score: 752871.8123, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7676, predictive_accuracy: 0.7757, prior_entropy: 2.585, recall: 0.7757, relative_absolute_error: 0.2692, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.7337,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, f_measure: 0.7634, kappa: 0.7109, kb_relative_information_score: 753118.6055, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.768, predictive_accuracy: 0.7759, prior_entropy: 2.585, recall: 0.7759, relative_absolute_error: 0.2689, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.7333,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753570.3253, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753570.3253, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7645, kappa: 0.7118, kb_relative_information_score: 753844.6625, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7689, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753852.3748, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753852.3748, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753852.3748, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753850.1712, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.7524, kappa: 0.6998, kb_relative_information_score: 676952.5082, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7682, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.4322, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.6943,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.7601, kappa: 0.7081, kb_relative_information_score: 738673.365, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.771, predictive_accuracy: 0.774, prior_entropy: 2.585, recall: 0.774, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.6766,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 756726.689, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2735, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.7132,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8758, f_measure: 0.7631, kappa: 0.7102, kb_relative_information_score: 753790.6948, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7669, predictive_accuracy: 0.7753, prior_entropy: 2.585, recall: 0.7753, relative_absolute_error: 0.2838, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.6989,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.7656, kappa: 0.7127, kb_relative_information_score: 739963.2717, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.771, predictive_accuracy: 0.7772, prior_entropy: 2.585, recall: 0.7772, relative_absolute_error: 0.3182, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.6758,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.76, kappa: 0.706, kb_relative_information_score: 715120.7145, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7659, predictive_accuracy: 0.772, prior_entropy: 2.585, recall: 0.772, relative_absolute_error: 0.3653, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.6722,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.7597, kappa: 0.7075, kb_relative_information_score: 753651.2481, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7649, predictive_accuracy: 0.7733, prior_entropy: 2.585, recall: 0.7733, relative_absolute_error: 0.2841, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.699,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.762, kappa: 0.7099, kb_relative_information_score: 756697.7562, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7677, predictive_accuracy: 0.7752, prior_entropy: 2.585, recall: 0.7752, relative_absolute_error: 0.2735, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.7132,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7645, kappa: 0.7116, kb_relative_information_score: 753608.8868, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7686, predictive_accuracy: 0.7764, prior_entropy: 2.585, recall: 0.7764, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.273, root_relative_squared_error: 0.7326,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753567.0201, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753559.3078, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 720366.6216, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.226, root_relative_squared_error: 0.6065,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.6672, kappa: 0.5892, kb_relative_information_score: 614434.7589, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6923, predictive_accuracy: 0.6844, prior_entropy: 2.585, recall: 0.6844, relative_absolute_error: 0.4752, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.6906,
Jan van Rijn 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2144, kappa: 0.0001, kb_relative_information_score: 134474.023, mean_absolute_error: 0.2619, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2144, predictive_accuracy: 0.2144, prior_entropy: 2.585, recall: 0.2144, relative_absolute_error: 0.9427, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5117, root_relative_squared_error: 1.3731,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 720366.6216, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.226, root_relative_squared_error: 0.6065,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.1467, kappa: 0, kb_relative_information_score: 153847.1606, mean_absolute_error: 0.2619, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1691, predictive_accuracy: 0.31, prior_entropy: 2.585, recall: 0.31, relative_absolute_error: 0.9428, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.971,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5859, f_measure: 0.2072, kappa: 0.1721, kb_relative_information_score: 261557.7744, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1801, predictive_accuracy: 0.3299, prior_entropy: 2.585, recall: 0.3299, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.472, root_relative_squared_error: 1.2665,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, f_measure: 0.2072, kappa: 0.1722, kb_relative_information_score: 261820.4439, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1801, predictive_accuracy: 0.33, prior_entropy: 2.585, recall: 0.33, relative_absolute_error: 0.804, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4726, root_relative_squared_error: 1.2681,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5529, f_measure: 0.1515, kappa: 0.0842, kb_relative_information_score: 191649.2758, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1502, predictive_accuracy: 0.2616, prior_entropy: 2.585, recall: 0.2616, relative_absolute_error: 0.9122, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4707, root_relative_squared_error: 1.2631,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5504, f_measure: 0.1673, kappa: 0.1062, kb_relative_information_score: 205206.7325, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1591, predictive_accuracy: 0.2786, prior_entropy: 2.585, recall: 0.2786, relative_absolute_error: 0.8657, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4904, root_relative_squared_error: 1.3158,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.7239, kappa: 0.6615, kb_relative_information_score: 698608.3164, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7209, predictive_accuracy: 0.7368, prior_entropy: 2.585, recall: 0.7368, relative_absolute_error: 0.3757, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.6934,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.7207, kappa: 0.6702, kb_relative_information_score: 671302.1629, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7273, predictive_accuracy: 0.7456, prior_entropy: 2.585, recall: 0.7456, relative_absolute_error: 0.4242, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2414, root_relative_squared_error: 0.6477,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7643, kappa: 0.7115, kb_relative_information_score: 753579.1394, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.273, root_relative_squared_error: 0.7327,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7643, kappa: 0.7115, kb_relative_information_score: 753579.1394, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.273, root_relative_squared_error: 0.7327,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753570.3253, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753570.3253, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753852.3748, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753852.3748, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753852.3748, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 753853.4765, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7323,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 720366.6209, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.226, root_relative_squared_error: 0.6065,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.7524, kappa: 0.6998, kb_relative_information_score: 676952.5082, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7682, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.4322, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.6943,
Joaquin Vanschoren 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.7281, kappa: 0.6777, kb_relative_information_score: 682408.956, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7333, predictive_accuracy: 0.7512, prior_entropy: 2.585, recall: 0.7512, relative_absolute_error: 0.4104, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.639,
Joaquin Vanschoren 9 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8381, f_measure: 0.3937, kappa: 0.2691, kb_relative_information_score: 367711.8882, mean_absolute_error: 0.2164, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.4435, predictive_accuracy: 0.4594, prior_entropy: 2.585, recall: 0.4594, relative_absolute_error: 0.7791, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.8679,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0333, kb_relative_information_score: 49977.0809, mean_absolute_error: 0.2874, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.019, predictive_accuracy: 0.1377, prior_entropy: 2.585, recall: 0.1377, relative_absolute_error: 1.0347, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5361, root_relative_squared_error: 1.4386,
Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 720366.6209, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.226, root_relative_squared_error: 0.6065,
Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.7567, kappa: 0.6969, kb_relative_information_score: 612513.457, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.755, predictive_accuracy: 0.7637, prior_entropy: 2.585, recall: 0.7637, relative_absolute_error: 0.523, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.6554,

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 BNG(solar-flare) (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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