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Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7442, 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, ram_hours: 0, 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, run_cpu_time: 0.3618,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7537, 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, ram_hours: 0, 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, run_cpu_time: 0.2386,
Joaquin Vanschoren 10 years ago
ran flow moa.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: 0.7537, 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, run_cpu_time: 0.42,
Joaquin Vanschoren 10 years ago
ran flow moa.LeveragingBag_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: 0.8333, f_measure: 0.7662, kappa: 0.4732, kb_relative_information_score: 15638.5537, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7706, predictive_accuracy: 0.7753, prior_entropy: 1, ram_hours: 0, recall: 0.7753, relative_absolute_error: 0.6349, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3937, root_relative_squared_error: 0.7873, run_cpu_time: 4.09,
Joaquin Vanschoren 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6747, 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, run_cpu_time: 0.38,
Joaquin Vanschoren 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, 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, run_cpu_time: 5.45,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.672, f_measure: 0.6941, kappa: 0.3303, kb_relative_information_score: 15446, mean_absolute_error: 0.3038, 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: 0.6076, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5454, root_relative_squared_error: 1.0908, run_cpu_time: 0.26,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_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: 0.7817, f_measure: 0.7236, kappa: 0.3753, kb_relative_information_score: 12142.0438, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7343, predictive_accuracy: 0.741, prior_entropy: 1, ram_hours: 0, recall: 0.741, relative_absolute_error: 0.7254, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.8417, run_cpu_time: 1.13,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, 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, ram_hours: 0, 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, run_cpu_time: 0.19,
Jan van Rijn 10 years ago
ran flow moa.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, ram_hours: 0, 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, run_cpu_time: 0.18,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7975, f_measure: 0.7349, kappa: 0.4014, kb_relative_information_score: 12930.8225, mean_absolute_error: 0.3509, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.741, predictive_accuracy: 0.7481, prior_entropy: 1, ram_hours: 0, recall: 0.7481, relative_absolute_error: 0.7018, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4137, root_relative_squared_error: 0.8274, run_cpu_time: 235.55,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.7055, kappa: 0.3371, kb_relative_information_score: 12258.0226, mean_absolute_error: 0.3597, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7052, predictive_accuracy: 0.716, prior_entropy: 1, ram_hours: 0, recall: 0.716, relative_absolute_error: 0.7194, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4564, root_relative_squared_error: 0.9129, run_cpu_time: 0.2,
Joaquin Vanschoren 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4909, 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, run_cpu_time: 0.22,
Joaquin Vanschoren 10 years ago
ran flow moa.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: 0.5229, 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, run_cpu_time: 0.23,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7431, f_measure: 0.7003, kappa: 0.3271, kb_relative_information_score: 11919.615, mean_absolute_error: 0.3613, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6986, predictive_accuracy: 0.7086, prior_entropy: 1, recall: 0.7086, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4355, root_relative_squared_error: 0.8711, run_cpu_time: 0.38,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBoost_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: 0.7903, f_measure: 0.7297, kappa: 0.3894, kb_relative_information_score: 6267.3523, mean_absolute_error: 0.4365, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7371, predictive_accuracy: 0.7443, prior_entropy: 1, recall: 0.7443, relative_absolute_error: 0.873, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4474, root_relative_squared_error: 0.8947, run_cpu_time: 1.92,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.672, f_measure: 0.6941, kappa: 0.3303, kb_relative_information_score: 15446, mean_absolute_error: 0.3038, 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: 0.6076, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5454, root_relative_squared_error: 1.0908, run_cpu_time: 1.14,
Joaquin Vanschoren 10 years ago
ran flow moa.SGD(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: 0.5158, 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, run_cpu_time: 0.26,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.1789, kb_relative_information_score: -11714, mean_absolute_error: 0.6488, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.1205, predictive_accuracy: 0.3471, prior_entropy: 1, ram_hours: 0, recall: 0.3471, relative_absolute_error: 1.2976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8015, root_relative_squared_error: 1.603, run_cpu_time: 1.25,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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, ram_hours: 0, 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, run_cpu_time: 0.1683,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, 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, ram_hours: 0, 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, run_cpu_time: 8.6146,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7074, f_measure: 0.703, kappa: 0.3341, kb_relative_information_score: 11753.9302, mean_absolute_error: 0.3652, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.701, predictive_accuracy: 0.7101, prior_entropy: 1, ram_hours: 0, recall: 0.7101, relative_absolute_error: 0.7304, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4563, root_relative_squared_error: 0.9126, run_cpu_time: 0.2296,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_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: 0.7584, f_measure: 0.7132, kappa: 0.3641, kb_relative_information_score: 9242.6521, mean_absolute_error: 0.3981, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.712, predictive_accuracy: 0.7147, prior_entropy: 1, ram_hours: 0, recall: 0.7147, relative_absolute_error: 0.7962, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4356, root_relative_squared_error: 0.8711, run_cpu_time: 5.9917,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBagAdwin_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: 0.7817, f_measure: 0.7231, kappa: 0.3741, kb_relative_information_score: 12125.7626, mean_absolute_error: 0.3628, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7339, predictive_accuracy: 0.7406, prior_entropy: 1, recall: 0.7406, relative_absolute_error: 0.7257, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.8416, run_cpu_time: 1.99,
Joaquin Vanschoren 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, 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, run_cpu_time: 0.34,
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: 0.728, 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: 0.734, 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,
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: 0.6776, 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.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: 0.7288, 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,
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.StackingAttempt_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: 0.6624, f_measure: 0.6846, kappa: 0.3156, kb_relative_information_score: 14228, mean_absolute_error: 0.3193, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6911, predictive_accuracy: 0.6807, prior_entropy: 1, recall: 0.6807, relative_absolute_error: 0.6386, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5651, root_relative_squared_error: 1.1301,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4961, f_measure: 0.5158, kappa: -0.0002, kb_relative_information_score: 2968.8279, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.4263, predictive_accuracy: 0.6528, prior_entropy: 1, recall: 0.6528, relative_absolute_error: 0.943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4799, root_relative_squared_error: 0.9598,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttempt_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: 0.7364, f_measure: 0.728, kappa: 0.3946, kb_relative_information_score: 15747.7852, mean_absolute_error: 0.3079, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7263, predictive_accuracy: 0.7308, prior_entropy: 1, recall: 0.7308, relative_absolute_error: 0.6158, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4626, root_relative_squared_error: 0.9253,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7196, f_measure: 0.6298, kappa: 0.1855, kb_relative_information_score: 6668.5164, mean_absolute_error: 0.4308, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7088, predictive_accuracy: 0.6954, prior_entropy: 1, recall: 0.6954, relative_absolute_error: 0.8615, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4515, root_relative_squared_error: 0.9031,
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.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,
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.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,
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: 0.677, 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,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, 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,
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.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.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,
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,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7755, f_measure: 0.7288, kappa: 0.4127, kb_relative_information_score: 17594.0633, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7358, predictive_accuracy: 0.7252, prior_entropy: 1, recall: 0.7252, relative_absolute_error: 0.5541, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5083, root_relative_squared_error: 1.0167,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7729, f_measure: 0.7268, kappa: 0.4097, kb_relative_information_score: 17411.7749, mean_absolute_error: 0.2793, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7349, predictive_accuracy: 0.7228, prior_entropy: 1, recall: 0.7228, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5121, root_relative_squared_error: 1.0242,
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,
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_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,
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: 0.6877, 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: 0.6878, 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: 0.6865, 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,
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,
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,
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: 0.6957, 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,
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,
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.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 9 years ago
ran flow moa.OzaBag_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: 0.7777, 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 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7647, f_measure: 0.6621, kappa: 0.2451, kb_relative_information_score: 11251.7021, mean_absolute_error: 0.3711, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7105, predictive_accuracy: 0.7084, prior_entropy: 1, recall: 0.7084, relative_absolute_error: 0.7421, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4334, root_relative_squared_error: 0.8668,
Joaquin Vanschoren 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7887, f_measure: 0.7343, kappa: 0.4008, kb_relative_information_score: 12968.4253, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7379, predictive_accuracy: 0.7457, prior_entropy: 1, recall: 0.7457, relative_absolute_error: 0.7008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4166, root_relative_squared_error: 0.8332,
Joaquin Vanschoren 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7644, f_measure: 0.6606, kappa: 0.2423, kb_relative_information_score: 11235.045, mean_absolute_error: 0.3712, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.711, predictive_accuracy: 0.708, prior_entropy: 1, recall: 0.708, relative_absolute_error: 0.7424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4337, root_relative_squared_error: 0.8674,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8369, 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.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,
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: 0.6863, 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,
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: 0.6857, f_measure: 0.7321, kappa: 0.3961, kb_relative_information_score: 19158, mean_absolute_error: 0.2567, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7352, predictive_accuracy: 0.7433, prior_entropy: 1, recall: 0.7433, relative_absolute_error: 0.5133, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5066, root_relative_squared_error: 1.0132,
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: 0.6851, f_measure: 0.7315, kappa: 0.3948, kb_relative_information_score: 19114, mean_absolute_error: 0.2572, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7345, predictive_accuracy: 0.7428, prior_entropy: 1, recall: 0.7428, relative_absolute_error: 0.5145, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5072, root_relative_squared_error: 1.0144,
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: 0.6831, f_measure: 0.7298, kappa: 0.3909, kb_relative_information_score: 19004, mean_absolute_error: 0.2586, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.733, predictive_accuracy: 0.7414, prior_entropy: 1, recall: 0.7414, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5086, root_relative_squared_error: 1.0171,
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: 0.6871, 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: 0.686, 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,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_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: 0.7777, 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.OzaBag_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: 0.7743, 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(5) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7743, 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.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7649, f_measure: 0.6626, kappa: 0.2462, kb_relative_information_score: 11250.6211, mean_absolute_error: 0.3711, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7116, predictive_accuracy: 0.7089, prior_entropy: 1, recall: 0.7089, relative_absolute_error: 0.7421, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.8667,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7633, f_measure: 0.6622, kappa: 0.245, kb_relative_information_score: 11236.2299, mean_absolute_error: 0.3712, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7093, predictive_accuracy: 0.708, prior_entropy: 1, recall: 0.708, relative_absolute_error: 0.7424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4338, root_relative_squared_error: 0.8676,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_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: 0.7743, 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,
Joaquin Vanschoren 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7911, f_measure: 0.7343, kappa: 0.4007, kb_relative_information_score: 12952.5536, mean_absolute_error: 0.3505, 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: 0.7011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4159, root_relative_squared_error: 0.8319,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_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: 0.7743, 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,
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,
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: 0.6555, f_measure: 0.7063, kappa: 0.3365, kb_relative_information_score: 17490, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7112, predictive_accuracy: 0.7221, prior_entropy: 1, recall: 0.7221, relative_absolute_error: 0.5557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5271, root_relative_squared_error: 1.0542,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_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: 0.7808, 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.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: 0.6841, f_measure: 0.7311, kappa: 0.3936, kb_relative_information_score: 19124, mean_absolute_error: 0.2571, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7347, predictive_accuracy: 0.7429, prior_entropy: 1, recall: 0.7429, relative_absolute_error: 0.5142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5071, root_relative_squared_error: 1.0141,
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: 0.6851, f_measure: 0.7315, kappa: 0.3948, kb_relative_information_score: 19114, mean_absolute_error: 0.2572, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7345, predictive_accuracy: 0.7428, prior_entropy: 1, recall: 0.7428, relative_absolute_error: 0.5145, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5072, root_relative_squared_error: 1.0144,
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: 0.6805, f_measure: 0.7269, kappa: 0.3845, kb_relative_information_score: 18744, mean_absolute_error: 0.2619, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7293, predictive_accuracy: 0.7381, prior_entropy: 1, recall: 0.7381, relative_absolute_error: 0.5239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5118, root_relative_squared_error: 1.0236,
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: 0.6873, f_measure: 0.7343, kappa: 0.4007, kb_relative_information_score: 19366, 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: 0.5081, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.504, root_relative_squared_error: 1.008,
Joaquin Vanschoren 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8323, 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,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_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: 0.7784, 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 9 years ago
ran flow moa.OzaBag_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: 0.7743, 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 9 years ago
ran flow moa.OzaBag_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: 0.7767, f_measure: 0.7249, kappa: 0.3797, kb_relative_information_score: 12527.2938, mean_absolute_error: 0.3577, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.728, predictive_accuracy: 0.7369, prior_entropy: 1, recall: 0.7369, relative_absolute_error: 0.7155, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4211, root_relative_squared_error: 0.8423,