OpenML
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.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642957/Run_1847154_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642832/Run_1847096_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642719/Run_1847040_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642606/Run_1846984_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642486/Run_1846924_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642334/Run_1846848_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642194/Run_1846778_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642029/Run_1846696_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7475, f_measure: 0.7068, kappa: 0.3378, kb_relative_information_score: 15790.6818, mean_absolute_error: 0.3048, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.728, predictive_accuracy: 0.7321, prior_entropy: 1, recall: 0.7321, relative_absolute_error: 0.6096, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4509, root_relative_squared_error: 0.9018,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.752, f_measure: 0.7068, kappa: 0.3378, kb_relative_information_score: 15948.6836, mean_absolute_error: 0.3029, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.728, predictive_accuracy: 0.7321, prior_entropy: 1, recall: 0.7321, relative_absolute_error: 0.6058, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4499, root_relative_squared_error: 0.8998,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7499, f_measure: 0.7273, kappa: 0.3847, kb_relative_information_score: 16541.6671, mean_absolute_error: 0.2952, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7316, predictive_accuracy: 0.74, prior_entropy: 1, recall: 0.74, relative_absolute_error: 0.5903, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.449, root_relative_squared_error: 0.898,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7483, f_measure: 0.7278, kappa: 0.3859, kb_relative_information_score: 17218.89, mean_absolute_error: 0.2855, 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: 0.571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.452, root_relative_squared_error: 0.904,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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(9) 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(9) 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(9) 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(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7475, f_measure: 0.7068, kappa: 0.3378, kb_relative_information_score: 15790.6818, mean_absolute_error: 0.3048, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.728, predictive_accuracy: 0.7321, prior_entropy: 1, recall: 0.7321, relative_absolute_error: 0.6096, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4509, root_relative_squared_error: 0.9018,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7461, f_measure: 0.7284, kappa: 0.3876, kb_relative_information_score: 16423.0214, mean_absolute_error: 0.2966, 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: 0.5933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4494, root_relative_squared_error: 0.8988,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 17150.0853, 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(9) 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(9) 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(9) 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(9) 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(9) 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(9) 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(9) 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(9) 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(9) 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(9) 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.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, 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(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, 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(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, 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.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.7196, kappa: 0.3692, kb_relative_information_score: 12031.1881, mean_absolute_error: 0.3647, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7198, predictive_accuracy: 0.7291, prior_entropy: 1, recall: 0.7291, relative_absolute_error: 0.7293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4391, root_relative_squared_error: 0.8781,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7546, f_measure: 0.7212, kappa: 0.3726, kb_relative_information_score: 12034.9438, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7215, predictive_accuracy: 0.7308, prior_entropy: 1, recall: 0.7308, relative_absolute_error: 0.7296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.438, root_relative_squared_error: 0.8761,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7549, f_measure: 0.7212, kappa: 0.3727, kb_relative_information_score: 12034.0866, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7216, predictive_accuracy: 0.7308, prior_entropy: 1, recall: 0.7308, relative_absolute_error: 0.7296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.438, root_relative_squared_error: 0.876,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7549, f_measure: 0.7212, kappa: 0.3727, kb_relative_information_score: 12034.0866, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7216, predictive_accuracy: 0.7308, prior_entropy: 1, recall: 0.7308, relative_absolute_error: 0.7296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.438, root_relative_squared_error: 0.876,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7344, f_measure: 0.7022, kappa: 0.3312, kb_relative_information_score: 11246.3678, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7005, predictive_accuracy: 0.7105, prior_entropy: 1, recall: 0.7105, relative_absolute_error: 0.742, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4471, root_relative_squared_error: 0.8942,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, 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(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6782, f_measure: 0.7239, kappa: 0.3782, 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(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6405, f_measure: 0.6916, kappa: 0.3036, kb_relative_information_score: 16354, mean_absolute_error: 0.2923, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6944, predictive_accuracy: 0.7077, prior_entropy: 1, recall: 0.7077, relative_absolute_error: 0.5846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5406, root_relative_squared_error: 1.0813,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6874, 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.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7287, f_measure: 0.7044, kappa: 0.3326, kb_relative_information_score: 15945.4797, mean_absolute_error: 0.3012, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7272, predictive_accuracy: 0.7309, prior_entropy: 1, recall: 0.7309, relative_absolute_error: 0.6025, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4632, root_relative_squared_error: 0.9264,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7341, f_measure: 0.7044, kappa: 0.3326, kb_relative_information_score: 16160.3804, mean_absolute_error: 0.2988, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7272, predictive_accuracy: 0.7309, prior_entropy: 1, recall: 0.7309, relative_absolute_error: 0.5976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4615, root_relative_squared_error: 0.923,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7309, f_measure: 0.7279, kappa: 0.3867, kb_relative_information_score: 17120.6077, mean_absolute_error: 0.2863, 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: 0.5726, 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(9) 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,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5756, f_measure: 0.6144, kappa: 0.1507, kb_relative_information_score: 8950, mean_absolute_error: 0.3863, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6151, predictive_accuracy: 0.6137, prior_entropy: 1, recall: 0.6137, relative_absolute_error: 0.7726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6215, root_relative_squared_error: 1.2431,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7287, f_measure: 0.7044, kappa: 0.3326, kb_relative_information_score: 15945.4797, mean_absolute_error: 0.3012, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7272, predictive_accuracy: 0.7309, prior_entropy: 1, recall: 0.7309, relative_absolute_error: 0.6025, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4632, root_relative_squared_error: 0.9264,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, f_measure: 0.7277, kappa: 0.3867, kb_relative_information_score: 16979.3492, mean_absolute_error: 0.2881, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7292, predictive_accuracy: 0.7379, prior_entropy: 1, recall: 0.7379, relative_absolute_error: 0.5762, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4609, root_relative_squared_error: 0.9217,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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(9) 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(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6852, f_measure: 0.7316, kappa: 0.3949, kb_relative_information_score: 19118, mean_absolute_error: 0.2572, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7346, predictive_accuracy: 0.7428, prior_entropy: 1, recall: 0.7428, relative_absolute_error: 0.5144, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5071, root_relative_squared_error: 1.0143,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.654, f_measure: 0.7049, kappa: 0.3334, kb_relative_information_score: 17386, mean_absolute_error: 0.2792, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7096, predictive_accuracy: 0.7208, prior_entropy: 1, recall: 0.7208, relative_absolute_error: 0.5584, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5284, root_relative_squared_error: 1.0567,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, 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(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6801, f_measure: 0.7265, kappa: 0.3835, kb_relative_information_score: 18706, mean_absolute_error: 0.2624, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7288, predictive_accuracy: 0.7376, prior_entropy: 1, recall: 0.7376, relative_absolute_error: 0.5248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5123, root_relative_squared_error: 1.0245,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6385, f_measure: 0.6911, kappa: 0.302, kb_relative_information_score: 16518, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6967, predictive_accuracy: 0.7098, prior_entropy: 1, recall: 0.7098, relative_absolute_error: 0.5804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5387, root_relative_squared_error: 1.0774,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, 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(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, 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(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, 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(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6874, 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(9) 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(9) 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(9) 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(9) 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.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7743, f_measure: 0.7287, kappa: 0.3881, kb_relative_information_score: 12414.2867, mean_absolute_error: 0.3596, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7324, predictive_accuracy: 0.7408, prior_entropy: 1, recall: 0.7408, relative_absolute_error: 0.7191, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.421, root_relative_squared_error: 0.8421,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, f_measure: 0.728, kappa: 0.3867, kb_relative_information_score: 12379.3192, mean_absolute_error: 0.3598, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7313, predictive_accuracy: 0.7398, prior_entropy: 1, recall: 0.7398, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4202, root_relative_squared_error: 0.8404,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8323, f_measure: 0.7671, kappa: 0.4755, kb_relative_information_score: 15607.699, mean_absolute_error: 0.3187, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7708, predictive_accuracy: 0.7757, prior_entropy: 1, recall: 0.7757, relative_absolute_error: 0.6374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3937, root_relative_squared_error: 0.7874,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8369, f_measure: 0.7709, kappa: 0.4841, kb_relative_information_score: 15719.2971, mean_absolute_error: 0.3174, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.775, predictive_accuracy: 0.7795, prior_entropy: 1, recall: 0.7795, relative_absolute_error: 0.6348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3914, root_relative_squared_error: 0.7827,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.728, kappa: 0.3864, kb_relative_information_score: 12381.5678, mean_absolute_error: 0.3599, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7319, predictive_accuracy: 0.7403, prior_entropy: 1, recall: 0.7403, relative_absolute_error: 0.7199, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4201, root_relative_squared_error: 0.8402,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7808, f_measure: 0.73, kappa: 0.3908, kb_relative_information_score: 12485.7821, mean_absolute_error: 0.3587, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7339, predictive_accuracy: 0.7422, prior_entropy: 1, recall: 0.7422, relative_absolute_error: 0.7173, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4192, root_relative_squared_error: 0.8384,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.7729, kappa: 0.4888, kb_relative_information_score: 15698.2443, mean_absolute_error: 0.3179, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7765, predictive_accuracy: 0.781, prior_entropy: 1, recall: 0.781, relative_absolute_error: 0.6359, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3909, root_relative_squared_error: 0.7818,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8374, f_measure: 0.7709, kappa: 0.4843, kb_relative_information_score: 15710.4742, mean_absolute_error: 0.3176, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7747, predictive_accuracy: 0.7793, prior_entropy: 1, recall: 0.7793, relative_absolute_error: 0.6351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3912, root_relative_squared_error: 0.7825,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, f_measure: 0.6999, kappa: 0.337, kb_relative_information_score: 9262.2366, mean_absolute_error: 0.3974, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6995, predictive_accuracy: 0.7003, prior_entropy: 1, recall: 0.7003, relative_absolute_error: 0.7948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4463, root_relative_squared_error: 0.8926,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7441, f_measure: 0.7071, kappa: 0.3417, kb_relative_information_score: 11132.4204, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7059, predictive_accuracy: 0.7159, prior_entropy: 1, recall: 0.7159, relative_absolute_error: 0.7465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4427, root_relative_squared_error: 0.8854,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6626, f_measure: 0.6966, kappa: 0.328, kb_relative_information_score: 15586, mean_absolute_error: 0.302, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6955, predictive_accuracy: 0.698, prior_entropy: 1, recall: 0.698, relative_absolute_error: 0.6041, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5496, root_relative_squared_error: 1.0992,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7606, f_measure: 0.7227, kappa: 0.3744, kb_relative_information_score: 11672.9591, mean_absolute_error: 0.3704, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7264, predictive_accuracy: 0.7355, prior_entropy: 1, recall: 0.7355, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4342, root_relative_squared_error: 0.8685,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7503, f_measure: 0.7191, kappa: 0.3681, kb_relative_information_score: 12032.2536, mean_absolute_error: 0.3646, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7192, predictive_accuracy: 0.7286, prior_entropy: 1, recall: 0.7286, relative_absolute_error: 0.7292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4393, root_relative_squared_error: 0.8786,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6644, f_measure: 0.6941, kappa: 0.3303, kb_relative_information_score: 8560.0014, mean_absolute_error: 0.4065, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6968, predictive_accuracy: 0.6921, prior_entropy: 1, recall: 0.6921, relative_absolute_error: 0.8129, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9209,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7657, f_measure: 0.722, kappa: 0.3756, kb_relative_information_score: 12027.8465, mean_absolute_error: 0.3637, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7214, predictive_accuracy: 0.7301, prior_entropy: 1, recall: 0.7301, relative_absolute_error: 0.7275, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.8677,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6623, f_measure: 0.6914, kappa: 0.322, kb_relative_information_score: 14974, mean_absolute_error: 0.3098, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6928, predictive_accuracy: 0.6902, prior_entropy: 1, recall: 0.6902, relative_absolute_error: 0.6196, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5566, root_relative_squared_error: 1.1132,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) 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.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5229, 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,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5353, f_measure: 0.5682, kappa: 0.0441, kb_relative_information_score: 5268.1792, mean_absolute_error: 0.4337, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.5667, predictive_accuracy: 0.5699, prior_entropy: 1, recall: 0.5699, relative_absolute_error: 0.8674, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6135, root_relative_squared_error: 1.2271,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, 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.SGD(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5991, 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,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, 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,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7298, 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,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8066, f_measure: 0.7426, kappa: 0.4193, kb_relative_information_score: 13463.8135, mean_absolute_error: 0.3441, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7474, predictive_accuracy: 0.7541, prior_entropy: 1, recall: 0.7541, relative_absolute_error: 0.6882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4094, root_relative_squared_error: 0.8189,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) 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.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5829, f_measure: 0.5899, kappa: 0.083, kb_relative_information_score: 11031.7339, mean_absolute_error: 0.3609, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6016, predictive_accuracy: 0.6452, prior_entropy: 1, recall: 0.6452, relative_absolute_error: 0.7218, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5584, root_relative_squared_error: 1.1169,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, 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,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4909, 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.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6747, 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,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7442, f_measure: 0.7201, kappa: 0.3698, kb_relative_information_score: 12158.4397, mean_absolute_error: 0.3615, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7207, predictive_accuracy: 0.7301, prior_entropy: 1, recall: 0.7301, relative_absolute_error: 0.723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.8638,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) 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.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, 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.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.7077, kappa: 0.3431, kb_relative_information_score: 12129.884, mean_absolute_error: 0.3589, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7066, predictive_accuracy: 0.7165, prior_entropy: 1, recall: 0.7165, relative_absolute_error: 0.7178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.8679,
Jan van Rijn 9 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,

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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