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Supervised Data Stream Classification on BNG(tic-tac-toe)

Supervised Data Stream Classification on BNG(tic-tac-toe)

Task 2229 Supervised Data Stream Classification BNG(tic-tac-toe) 306 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams streams-full study_11 study_16 under1m
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Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, f_measure: 0.7353, kappa: 0.4029, kb_relative_information_score: 19474, mean_absolute_error: 0.2527, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7398, predictive_accuracy: 0.7473, prior_entropy: 1, recall: 0.7473, relative_absolute_error: 0.5053, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5026, root_relative_squared_error: 1.0053,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.7238, kappa: 0.3778, kb_relative_information_score: 18454, mean_absolute_error: 0.2656, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7253, predictive_accuracy: 0.7344, prior_entropy: 1, recall: 0.7344, relative_absolute_error: 0.5312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5154, root_relative_squared_error: 1.0307,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6404, f_measure: 0.6917, kappa: 0.3037, kb_relative_information_score: 16402, mean_absolute_error: 0.2917, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6951, predictive_accuracy: 0.7083, prior_entropy: 1, recall: 0.7083, relative_absolute_error: 0.5833, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5401, root_relative_squared_error: 1.0801,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6453, f_measure: 0.6937, kappa: 0.3096, kb_relative_information_score: 16242, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6938, predictive_accuracy: 0.7063, prior_entropy: 1, recall: 0.7063, relative_absolute_error: 0.5874, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5419, root_relative_squared_error: 1.0839,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, f_measure: 0.7332, kappa: 0.3981, kb_relative_information_score: 19292, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7372, predictive_accuracy: 0.745, prior_entropy: 1, recall: 0.745, relative_absolute_error: 0.5099, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5049, root_relative_squared_error: 1.0099,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7336, kappa: 0.399, kb_relative_information_score: 19334, mean_absolute_error: 0.2544, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7378, predictive_accuracy: 0.7456, prior_entropy: 1, recall: 0.7456, relative_absolute_error: 0.5089, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5044, root_relative_squared_error: 1.0088,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, f_measure: 0.7341, kappa: 0.4002, kb_relative_information_score: 19352, mean_absolute_error: 0.2542, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.738, predictive_accuracy: 0.7458, prior_entropy: 1, recall: 0.7458, relative_absolute_error: 0.5084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5042, root_relative_squared_error: 1.0084,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6874, f_measure: 0.7343, kappa: 0.4007, kb_relative_information_score: 19368, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7382, predictive_accuracy: 0.746, prior_entropy: 1, recall: 0.746, relative_absolute_error: 0.508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.504, root_relative_squared_error: 1.008,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, f_measure: 0.7337, kappa: 0.3993, kb_relative_information_score: 19340, mean_absolute_error: 0.2544, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7379, predictive_accuracy: 0.7456, prior_entropy: 1, recall: 0.7456, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5043, root_relative_squared_error: 1.0087,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6878, f_measure: 0.735, kappa: 0.4022, kb_relative_information_score: 19448, mean_absolute_error: 0.253, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7394, predictive_accuracy: 0.747, prior_entropy: 1, recall: 0.747, relative_absolute_error: 0.506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.503, root_relative_squared_error: 1.006,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.7349, kappa: 0.4019, kb_relative_information_score: 19432, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7392, predictive_accuracy: 0.7468, prior_entropy: 1, recall: 0.7468, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5032, root_relative_squared_error: 1.0064,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, f_measure: 0.7353, kappa: 0.4028, kb_relative_information_score: 19474, mean_absolute_error: 0.2527, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7398, predictive_accuracy: 0.7473, prior_entropy: 1, recall: 0.7473, relative_absolute_error: 0.5053, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5026, root_relative_squared_error: 1.0053,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.7296, kappa: 0.3905, kb_relative_information_score: 18950, mean_absolute_error: 0.2593, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7322, predictive_accuracy: 0.7407, prior_entropy: 1, recall: 0.7407, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5092, root_relative_squared_error: 1.0185,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6515, f_measure: 0.7005, kappa: 0.3244, kb_relative_information_score: 16840, mean_absolute_error: 0.2861, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.702, predictive_accuracy: 0.7139, prior_entropy: 1, recall: 0.7139, relative_absolute_error: 0.5722, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5349, root_relative_squared_error: 1.0698,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6878, f_measure: 0.735, kappa: 0.4022, kb_relative_information_score: 19442, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7393, predictive_accuracy: 0.7469, prior_entropy: 1, recall: 0.7469, relative_absolute_error: 0.5061, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5031, root_relative_squared_error: 1.0061,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6822, f_measure: 0.7167, kappa: 0.3704, kb_relative_information_score: 17258, mean_absolute_error: 0.2808, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7151, predictive_accuracy: 0.7192, prior_entropy: 1, recall: 0.7192, relative_absolute_error: 0.5616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5299, root_relative_squared_error: 1.0598,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.7356, kappa: 0.4034, kb_relative_information_score: 19494, mean_absolute_error: 0.2524, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7401, predictive_accuracy: 0.7476, prior_entropy: 1, recall: 0.7476, relative_absolute_error: 0.5048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5024, root_relative_squared_error: 1.0048,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6772, f_measure: 0.7218, kappa: 0.3742, kb_relative_information_score: 18212, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7222, predictive_accuracy: 0.7313, prior_entropy: 1, recall: 0.7313, relative_absolute_error: 0.5374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0367,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6961, f_measure: 0.7426, kappa: 0.4195, kb_relative_information_score: 19998, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7473, predictive_accuracy: 0.754, prior_entropy: 1, recall: 0.754, relative_absolute_error: 0.492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6662, f_measure: 0.713, kappa: 0.3534, kb_relative_information_score: 17662, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7141, predictive_accuracy: 0.7243, prior_entropy: 1, recall: 0.7243, relative_absolute_error: 0.5513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.525, root_relative_squared_error: 1.0501,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6947, f_measure: 0.7386, kappa: 0.4116, kb_relative_information_score: 19504, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7401, predictive_accuracy: 0.7477, prior_entropy: 1, recall: 0.7477, relative_absolute_error: 0.5045, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.0045,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6628, f_measure: 0.7063, kappa: 0.3406, kb_relative_information_score: 16870, mean_absolute_error: 0.2857, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7047, predictive_accuracy: 0.7143, prior_entropy: 1, recall: 0.7143, relative_absolute_error: 0.5715, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5345, root_relative_squared_error: 1.0691,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6643, f_measure: 0.7077, kappa: 0.3438, kb_relative_information_score: 16982, mean_absolute_error: 0.2843, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7062, predictive_accuracy: 0.7157, prior_entropy: 1, recall: 0.7157, relative_absolute_error: 0.5686, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5332, root_relative_squared_error: 1.0664,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6643, f_measure: 0.7077, kappa: 0.3438, kb_relative_information_score: 16982, mean_absolute_error: 0.2843, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7062, predictive_accuracy: 0.7157, prior_entropy: 1, recall: 0.7157, relative_absolute_error: 0.5686, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5332, root_relative_squared_error: 1.0664,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6666, f_measure: 0.7094, kappa: 0.3479, kb_relative_information_score: 17084, mean_absolute_error: 0.283, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7078, predictive_accuracy: 0.717, prior_entropy: 1, recall: 0.717, relative_absolute_error: 0.566, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.532, root_relative_squared_error: 1.064,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6632, f_measure: 0.7075, kappa: 0.3427, kb_relative_information_score: 17032, mean_absolute_error: 0.2837, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7064, predictive_accuracy: 0.7163, prior_entropy: 1, recall: 0.7163, relative_absolute_error: 0.5673, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0652,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6631, f_measure: 0.7075, kappa: 0.3427, kb_relative_information_score: 17038, mean_absolute_error: 0.2836, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7064, predictive_accuracy: 0.7164, prior_entropy: 1, recall: 0.7164, relative_absolute_error: 0.5672, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5325, root_relative_squared_error: 1.0651,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6632, f_measure: 0.7075, kappa: 0.3427, kb_relative_information_score: 17032, mean_absolute_error: 0.2837, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7064, predictive_accuracy: 0.7163, prior_entropy: 1, recall: 0.7163, relative_absolute_error: 0.5673, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0652,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6627, f_measure: 0.7072, kappa: 0.3419, kb_relative_information_score: 17018, mean_absolute_error: 0.2838, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7061, predictive_accuracy: 0.7162, prior_entropy: 1, recall: 0.7162, relative_absolute_error: 0.5677, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5328, root_relative_squared_error: 1.0656,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6729, f_measure: 0.719, kappa: 0.3671, kb_relative_information_score: 18092, mean_absolute_error: 0.2702, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7202, predictive_accuracy: 0.7298, prior_entropy: 1, recall: 0.7298, relative_absolute_error: 0.5404, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5198, root_relative_squared_error: 1.0396,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6772, f_measure: 0.7218, kappa: 0.3742, kb_relative_information_score: 18212, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7222, predictive_accuracy: 0.7313, prior_entropy: 1, recall: 0.7313, relative_absolute_error: 0.5374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0367,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6633, f_measure: 0.7073, kappa: 0.3424, kb_relative_information_score: 16990, mean_absolute_error: 0.2842, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.706, predictive_accuracy: 0.7158, prior_entropy: 1, recall: 0.7158, relative_absolute_error: 0.5684, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5331, root_relative_squared_error: 1.0662,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.7414, kappa: 0.4169, kb_relative_information_score: 19898, mean_absolute_error: 0.2473, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7458, predictive_accuracy: 0.7527, prior_entropy: 1, recall: 0.7527, relative_absolute_error: 0.4945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9945,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6965, f_measure: 0.7428, kappa: 0.42, kb_relative_information_score: 19996, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7472, predictive_accuracy: 0.754, prior_entropy: 1, recall: 0.754, relative_absolute_error: 0.492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6879, f_measure: 0.735, kappa: 0.4022, kb_relative_information_score: 19436, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7392, predictive_accuracy: 0.7469, prior_entropy: 1, recall: 0.7469, relative_absolute_error: 0.5063, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5031, root_relative_squared_error: 1.0063,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7251, f_measure: 0.735, kappa: 0.4022, kb_relative_information_score: 18860.4983, mean_absolute_error: 0.2605, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7392, predictive_accuracy: 0.7469, prior_entropy: 1, recall: 0.7469, relative_absolute_error: 0.521, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4721, root_relative_squared_error: 0.9442,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7303, f_measure: 0.7277, kappa: 0.3864, kb_relative_information_score: 18318.352, mean_absolute_error: 0.2682, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.73, predictive_accuracy: 0.7387, prior_entropy: 1, recall: 0.7387, relative_absolute_error: 0.5365, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4708, root_relative_squared_error: 0.9416,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, f_measure: 0.7299, kappa: 0.3912, kb_relative_information_score: 17709.6483, mean_absolute_error: 0.2777, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7327, predictive_accuracy: 0.7411, prior_entropy: 1, recall: 0.7411, relative_absolute_error: 0.5555, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9208,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7484, f_measure: 0.7277, kappa: 0.3857, kb_relative_information_score: 17218.8055, mean_absolute_error: 0.2855, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7318, predictive_accuracy: 0.7402, prior_entropy: 1, recall: 0.7402, relative_absolute_error: 0.571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4519, root_relative_squared_error: 0.9039,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7502, f_measure: 0.7274, kappa: 0.385, kb_relative_information_score: 16536.0502, mean_absolute_error: 0.2953, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7317, predictive_accuracy: 0.7402, prior_entropy: 1, recall: 0.7402, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4488, root_relative_squared_error: 0.8976,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7523, f_measure: 0.7059, kappa: 0.3358, kb_relative_information_score: 15936.4579, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7275, predictive_accuracy: 0.7316, prior_entropy: 1, recall: 0.7316, relative_absolute_error: 0.606, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4501, root_relative_squared_error: 0.9002,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7478, f_measure: 0.7059, kappa: 0.3358, kb_relative_information_score: 15776.3238, mean_absolute_error: 0.3049, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7275, predictive_accuracy: 0.7316, prior_entropy: 1, recall: 0.7316, relative_absolute_error: 0.6098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4511, root_relative_squared_error: 0.9022,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.7285, kappa: 0.3879, kb_relative_information_score: 16416.4204, mean_absolute_error: 0.2968, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7313, predictive_accuracy: 0.7399, prior_entropy: 1, recall: 0.7399, relative_absolute_error: 0.5935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4492, root_relative_squared_error: 0.8983,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7445, f_measure: 0.7278, kappa: 0.3859, kb_relative_information_score: 17149.6703, mean_absolute_error: 0.2864, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7317, predictive_accuracy: 0.7402, prior_entropy: 1, recall: 0.7402, relative_absolute_error: 0.5728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4521, root_relative_squared_error: 0.9043,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7375, f_measure: 0.7329, kappa: 0.4026, kb_relative_information_score: 17660.6484, mean_absolute_error: 0.2783, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7315, predictive_accuracy: 0.738, prior_entropy: 1, recall: 0.738, relative_absolute_error: 0.5566, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4607, root_relative_squared_error: 0.9214,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7275, f_measure: 0.7277, kappa: 0.3864, kb_relative_information_score: 18296.8772, mean_absolute_error: 0.2685, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.73, predictive_accuracy: 0.7387, prior_entropy: 1, recall: 0.7387, relative_absolute_error: 0.537, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4712, root_relative_squared_error: 0.9423,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7235, f_measure: 0.7403, kappa: 0.4246, kb_relative_information_score: 18848, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7394, predictive_accuracy: 0.7416, prior_entropy: 1, recall: 0.7416, relative_absolute_error: 0.5212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9445,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6879, f_measure: 0.735, kappa: 0.4022, kb_relative_information_score: 19436, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7392, predictive_accuracy: 0.7469, prior_entropy: 1, recall: 0.7469, relative_absolute_error: 0.5063, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5031, root_relative_squared_error: 1.0063,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.7419, kappa: 0.418, kb_relative_information_score: 19926, mean_absolute_error: 0.2469, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7462, predictive_accuracy: 0.7531, prior_entropy: 1, recall: 0.7531, relative_absolute_error: 0.4938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6965, f_measure: 0.7428, kappa: 0.42, kb_relative_information_score: 19996, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7472, predictive_accuracy: 0.754, prior_entropy: 1, recall: 0.754, relative_absolute_error: 0.492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6959, f_measure: 0.7424, kappa: 0.419, kb_relative_information_score: 19980, mean_absolute_error: 0.2462, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.747, predictive_accuracy: 0.7538, prior_entropy: 1, recall: 0.7538, relative_absolute_error: 0.4925, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9924,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7419, kappa: 0.4181, kb_relative_information_score: 19924, mean_absolute_error: 0.2469, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7461, predictive_accuracy: 0.7531, prior_entropy: 1, recall: 0.7531, relative_absolute_error: 0.4939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9939,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.7414, kappa: 0.4169, kb_relative_information_score: 19898, mean_absolute_error: 0.2473, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7458, predictive_accuracy: 0.7527, prior_entropy: 1, recall: 0.7527, relative_absolute_error: 0.4945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9945,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7423, kappa: 0.4188, kb_relative_information_score: 19976, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.747, predictive_accuracy: 0.7537, prior_entropy: 1, recall: 0.7537, relative_absolute_error: 0.4926, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9925,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, f_measure: 0.6878, kappa: 0.3154, kb_relative_information_score: 9271.1553, mean_absolute_error: 0.3957, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6899, predictive_accuracy: 0.686, prior_entropy: 1, recall: 0.686, relative_absolute_error: 0.7913, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4494, root_relative_squared_error: 0.8987,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.7414, kappa: 0.4169, kb_relative_information_score: 19898, mean_absolute_error: 0.2473, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7458, predictive_accuracy: 0.7527, prior_entropy: 1, recall: 0.7527, relative_absolute_error: 0.4945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9945,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7422, kappa: 0.4186, kb_relative_information_score: 19966, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7468, predictive_accuracy: 0.7536, prior_entropy: 1, recall: 0.7536, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7422, kappa: 0.4186, kb_relative_information_score: 19966, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7468, predictive_accuracy: 0.7536, prior_entropy: 1, recall: 0.7536, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.677, f_measure: 0.7216, kappa: 0.3737, kb_relative_information_score: 18196, mean_absolute_error: 0.2689, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7219, predictive_accuracy: 0.7311, prior_entropy: 1, recall: 0.7311, relative_absolute_error: 0.5378, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5185, root_relative_squared_error: 1.0371,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, f_measure: 0.7353, kappa: 0.4029, kb_relative_information_score: 19474, mean_absolute_error: 0.2527, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7398, predictive_accuracy: 0.7473, prior_entropy: 1, recall: 0.7473, relative_absolute_error: 0.5053, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5026, root_relative_squared_error: 1.0053,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, f_measure: 0.7221, kappa: 0.3748, kb_relative_information_score: 18214, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7223, predictive_accuracy: 0.7313, prior_entropy: 1, recall: 0.7313, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0366,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, f_measure: 0.7221, kappa: 0.3748, kb_relative_information_score: 18214, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7223, predictive_accuracy: 0.7313, prior_entropy: 1, recall: 0.7313, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0366,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, f_measure: 0.7221, kappa: 0.3748, kb_relative_information_score: 18214, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7223, predictive_accuracy: 0.7313, prior_entropy: 1, recall: 0.7313, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0366,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, f_measure: 0.722, kappa: 0.3747, kb_relative_information_score: 18216, mean_absolute_error: 0.2686, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7223, predictive_accuracy: 0.7314, prior_entropy: 1, recall: 0.7314, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0366,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7288, f_measure: 0.7037, kappa: 0.3311, kb_relative_information_score: 15925.0854, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7271, predictive_accuracy: 0.7306, prior_entropy: 1, recall: 0.7306, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9273,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.728, f_measure: 0.7282, kappa: 0.388, kb_relative_information_score: 16973.2575, mean_absolute_error: 0.2882, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7298, predictive_accuracy: 0.7385, prior_entropy: 1, recall: 0.7385, relative_absolute_error: 0.5765, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4606, root_relative_squared_error: 0.9212,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7252, f_measure: 0.735, kappa: 0.4022, kb_relative_information_score: 18861.4975, mean_absolute_error: 0.2605, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7392, predictive_accuracy: 0.7469, prior_entropy: 1, recall: 0.7469, relative_absolute_error: 0.521, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4721, root_relative_squared_error: 0.9441,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7301, f_measure: 0.728, kappa: 0.387, kb_relative_information_score: 18342.5137, mean_absolute_error: 0.2679, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7302, predictive_accuracy: 0.7389, prior_entropy: 1, recall: 0.7389, relative_absolute_error: 0.5358, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.471, root_relative_squared_error: 0.942,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7314, f_measure: 0.7279, kappa: 0.3867, kb_relative_information_score: 17115.6659, mean_absolute_error: 0.2864, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7304, predictive_accuracy: 0.739, prior_entropy: 1, recall: 0.739, relative_absolute_error: 0.5728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4601, root_relative_squared_error: 0.9203,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.734, f_measure: 0.7037, kappa: 0.3311, kb_relative_information_score: 16143.6761, mean_absolute_error: 0.2989, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7271, predictive_accuracy: 0.7306, prior_entropy: 1, recall: 0.7306, relative_absolute_error: 0.5978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4618, root_relative_squared_error: 0.9236,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.728, kappa: 0.387, kb_relative_information_score: 18321.6516, mean_absolute_error: 0.2682, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7302, predictive_accuracy: 0.7389, prior_entropy: 1, recall: 0.7389, relative_absolute_error: 0.5363, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4714, root_relative_squared_error: 0.9427,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7236, f_measure: 0.7404, kappa: 0.4247, kb_relative_information_score: 18849, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7394, predictive_accuracy: 0.7416, prior_entropy: 1, recall: 0.7416, relative_absolute_error: 0.5212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, f_measure: 0.7337, kappa: 0.3993, kb_relative_information_score: 19340, mean_absolute_error: 0.2544, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7379, predictive_accuracy: 0.7456, prior_entropy: 1, recall: 0.7456, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5043, root_relative_squared_error: 1.0087,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6878, f_measure: 0.735, kappa: 0.4022, kb_relative_information_score: 19448, mean_absolute_error: 0.253, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7394, predictive_accuracy: 0.747, prior_entropy: 1, recall: 0.747, relative_absolute_error: 0.506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.503, root_relative_squared_error: 1.006,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.7349, kappa: 0.4019, kb_relative_information_score: 19432, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7392, predictive_accuracy: 0.7468, prior_entropy: 1, recall: 0.7468, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5032, root_relative_squared_error: 1.0064,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7537, f_measure: 0.7223, kappa: 0.3752, kb_relative_information_score: 12543.9024, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7225, predictive_accuracy: 0.7315, prior_entropy: 1, recall: 0.7315, relative_absolute_error: 0.7118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.8586,
Jan van Rijn 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4909, f_measure: 0.5385, kappa: -0.0182, kb_relative_information_score: 3032, mean_absolute_error: 0.4615, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.5385, predictive_accuracy: 0.5385, prior_entropy: 1, recall: 0.5385, relative_absolute_error: 0.923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6793, root_relative_squared_error: 1.3587,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7537, f_measure: 0.7223, kappa: 0.3752, kb_relative_information_score: 12543.9024, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7225, predictive_accuracy: 0.7315, prior_entropy: 1, recall: 0.7315, relative_absolute_error: 0.7118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.8586,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, f_measure: 0.7351, kappa: 0.4025, kb_relative_information_score: 19428, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7391, predictive_accuracy: 0.7468, prior_entropy: 1, recall: 0.7468, relative_absolute_error: 0.5065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5032, root_relative_squared_error: 1.0065,
Joaquin Vanschoren 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6747, f_measure: 0.6535, kappa: 0.2183, kb_relative_information_score: 8320.7418, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6679, predictive_accuracy: 0.6867, prior_entropy: 1, recall: 0.6867, relative_absolute_error: 0.816, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4549, root_relative_squared_error: 0.9098,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, f_measure: 0.5158, kappa: -0.0001, kb_relative_information_score: 4680.7666, mean_absolute_error: 0.4527, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.4263, predictive_accuracy: 0.6529, prior_entropy: 1, recall: 0.6529, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4761, root_relative_squared_error: 0.9523,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5344, f_measure: 0.5666, kappa: 0.0406, kb_relative_information_score: 5174.6706, mean_absolute_error: 0.4348, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.5652, predictive_accuracy: 0.5682, prior_entropy: 1, recall: 0.5682, relative_absolute_error: 0.8696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6141, root_relative_squared_error: 1.2283,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5229, f_measure: 0.5697, kappa: 0.0463, kb_relative_information_score: 5650, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.5678, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.8565, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6544, root_relative_squared_error: 1.3088,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5991, f_measure: 0.5158, kappa: -0.0016, kb_relative_information_score: 4839.2932, mean_absolute_error: 0.4502, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.4867, predictive_accuracy: 0.6519, prior_entropy: 1, recall: 0.6519, relative_absolute_error: 0.9003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4713, root_relative_squared_error: 0.9426,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5158, kappa: -0.0001, kb_relative_information_score: 12036, mean_absolute_error: 0.3471, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.4263, predictive_accuracy: 0.6529, prior_entropy: 1, recall: 0.6529, relative_absolute_error: 0.6943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5892, root_relative_squared_error: 1.1784,
Jan van Rijn 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7298, f_measure: 0.7197, kappa: 0.3852, kb_relative_information_score: 15859.6067, mean_absolute_error: 0.3026, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7216, predictive_accuracy: 0.7182, prior_entropy: 1, recall: 0.7182, relative_absolute_error: 0.6052, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4731, root_relative_squared_error: 0.9463,
Joaquin Vanschoren 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.7355, kappa: 0.4033, kb_relative_information_score: 12924.8305, mean_absolute_error: 0.3509, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7403, predictive_accuracy: 0.7477, prior_entropy: 1, recall: 0.7477, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4138, root_relative_squared_error: 0.8276,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, f_measure: 0.7351, kappa: 0.4025, kb_relative_information_score: 19428, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7391, predictive_accuracy: 0.7468, prior_entropy: 1, recall: 0.7468, relative_absolute_error: 0.5065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5032, root_relative_squared_error: 1.0065,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6879, f_measure: 0.735, kappa: 0.4022, kb_relative_information_score: 19436, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7392, predictive_accuracy: 0.7469, prior_entropy: 1, recall: 0.7469, relative_absolute_error: 0.5063, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5031, root_relative_squared_error: 1.0063,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.677, f_measure: 0.7216, kappa: 0.3737, kb_relative_information_score: 18196, mean_absolute_error: 0.2689, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7219, predictive_accuracy: 0.7311, prior_entropy: 1, recall: 0.7311, relative_absolute_error: 0.5378, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5185, root_relative_squared_error: 1.0371,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, f_measure: 0.7221, kappa: 0.3748, kb_relative_information_score: 18214, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7223, predictive_accuracy: 0.7313, prior_entropy: 1, recall: 0.7313, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0366,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, f_measure: 0.7221, kappa: 0.3748, kb_relative_information_score: 18214, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7223, predictive_accuracy: 0.7313, prior_entropy: 1, recall: 0.7313, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0366,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, f_measure: 0.7221, kappa: 0.3748, kb_relative_information_score: 18214, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7223, predictive_accuracy: 0.7313, prior_entropy: 1, recall: 0.7313, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0366,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, f_measure: 0.722, kappa: 0.3747, kb_relative_information_score: 18216, mean_absolute_error: 0.2686, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7223, predictive_accuracy: 0.7314, prior_entropy: 1, recall: 0.7314, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0366,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7537, f_measure: 0.7223, kappa: 0.3752, kb_relative_information_score: 12543.9024, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7225, predictive_accuracy: 0.7315, prior_entropy: 1, recall: 0.7315, relative_absolute_error: 0.7118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.8586,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6781, f_measure: 0.6917, kappa: 0.3396, kb_relative_information_score: 14648, mean_absolute_error: 0.314, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7043, predictive_accuracy: 0.686, prior_entropy: 1, recall: 0.686, relative_absolute_error: 0.6279, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5603, root_relative_squared_error: 1.1206,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.766, f_measure: 0.7283, kappa: 0.4042, kb_relative_information_score: 14799.5703, mean_absolute_error: 0.3211, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7302, predictive_accuracy: 0.7269, prior_entropy: 1, recall: 0.7269, relative_absolute_error: 0.6422, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.451, root_relative_squared_error: 0.9019,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, f_measure: 0.7065, kappa: 0.3684, kb_relative_information_score: 15876, mean_absolute_error: 0.2984, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7167, predictive_accuracy: 0.7016, prior_entropy: 1, recall: 0.7016, relative_absolute_error: 0.5967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5462, root_relative_squared_error: 1.0924,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1789, kb_relative_information_score: -12038, mean_absolute_error: 0.6529, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.1205, predictive_accuracy: 0.3471, prior_entropy: 1, recall: 0.3471, relative_absolute_error: 1.3058, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.808, root_relative_squared_error: 1.616,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1789, kb_relative_information_score: -12038, mean_absolute_error: 0.6529, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.1205, predictive_accuracy: 0.3471, prior_entropy: 1, recall: 0.3471, relative_absolute_error: 1.3058, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.808, root_relative_squared_error: 1.616,

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(tic-tac-toe) (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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