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Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, f_measure: 0.6646, kappa: 0.5712, kb_relative_information_score: 530984.015, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6625, predictive_accuracy: 0.6783, prior_entropy: 2, ram_hours: 0.0003, recall: 0.6783, relative_absolute_error: 0.5741, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7497, run_cpu_time: 168.5682,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.1287, kappa: -0.0001, kb_relative_information_score: 7418.884, mean_absolute_error: 0.3749, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2353, predictive_accuracy: 0.2574, prior_entropy: 2, ram_hours: 0, recall: 0.2574, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4329, root_relative_squared_error: 0.9998, run_cpu_time: 10.4939,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.6426, kappa: 0.5389, kb_relative_information_score: 529443.7654, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6388, predictive_accuracy: 0.6541, prior_entropy: 2, ram_hours: 0, recall: 0.6541, relative_absolute_error: 0.5663, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.7985, run_cpu_time: 61.3272,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.4073, kappa: 0.2185, kb_relative_information_score: 292192.1826, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4061, predictive_accuracy: 0.4139, prior_entropy: 2, ram_hours: 0, recall: 0.4139, relative_absolute_error: 0.7815, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5412, root_relative_squared_error: 1.2498, run_cpu_time: 9.5538,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.4484, kappa: 0.2861, kb_relative_information_score: 356238.9133, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4762, predictive_accuracy: 0.4619, prior_entropy: 2, ram_hours: 0, recall: 0.4619, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4464, root_relative_squared_error: 1.0309, run_cpu_time: 29.2261,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.6965, kappa: 0.6109, kb_relative_information_score: 563074.8674, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6936, predictive_accuracy: 0.7081, prior_entropy: 2, ram_hours: 0.0037, recall: 0.7081, relative_absolute_error: 0.5407, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.7145, run_cpu_time: 306.5114,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.776, f_measure: 0.5063, kappa: 0.4335, kb_relative_information_score: 424263.3091, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5262, predictive_accuracy: 0.575, prior_entropy: 2, ram_hours: 0, recall: 0.575, relative_absolute_error: 0.6974, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3784, root_relative_squared_error: 0.874, run_cpu_time: 10.245,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7263, f_measure: 0.5429, kappa: 0.4063, kb_relative_information_score: 471767.9475, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.547, predictive_accuracy: 0.5552, prior_entropy: 2, ram_hours: 0, recall: 0.5552, relative_absolute_error: 0.6145, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.426, root_relative_squared_error: 0.9838, run_cpu_time: 10.2804,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1671, kappa: 0.0002, kb_relative_information_score: 100237.9315, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.137, predictive_accuracy: 0.2549, prior_entropy: 2, ram_hours: 0, recall: 0.2549, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6104, root_relative_squared_error: 1.4096, run_cpu_time: 8.5805,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.6483, kappa: 0.5473, kb_relative_information_score: 534412.3039, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.646, predictive_accuracy: 0.6604, prior_entropy: 2, ram_hours: 0, recall: 0.6604, relative_absolute_error: 0.5614, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7902, run_cpu_time: 24.8607,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.666, kappa: 0.573, kb_relative_information_score: 533071.6961, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6639, predictive_accuracy: 0.6796, prior_entropy: 2, ram_hours: 0.0003, recall: 0.6796, relative_absolute_error: 0.572, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7485, run_cpu_time: 172.09,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1005, kb_relative_information_score: 95248.4641, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0629, predictive_accuracy: 0.2507, prior_entropy: 2, ram_hours: 0, recall: 0.2507, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6121, root_relative_squared_error: 1.4135, run_cpu_time: 12.21,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7658, f_measure: 0.5533, kappa: 0.4191, kb_relative_information_score: 311454.0745, mean_absolute_error: 0.3066, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.55, predictive_accuracy: 0.5641, prior_entropy: 2, ram_hours: 0, recall: 0.5641, relative_absolute_error: 0.8176, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3913, root_relative_squared_error: 0.9036, run_cpu_time: 13.37,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.5432, kappa: 0.416, kb_relative_information_score: 379370.9723, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5451, predictive_accuracy: 0.5617, prior_entropy: 2, ram_hours: 0, recall: 0.5617, relative_absolute_error: 0.7282, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3722, root_relative_squared_error: 0.8595, run_cpu_time: 13.2968,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7376, f_measure: 0.4131, kappa: 0.252, kb_relative_information_score: 247668.1115, mean_absolute_error: 0.3095, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.463, predictive_accuracy: 0.4416, prior_entropy: 2, ram_hours: 0.0762, recall: 0.4416, relative_absolute_error: 0.8253, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.9135, run_cpu_time: 869.9371,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8796, f_measure: 0.6654, kappa: 0.5665, kb_relative_information_score: 503989.6955, mean_absolute_error: 0.2298, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6612, predictive_accuracy: 0.6749, prior_entropy: 2, ram_hours: 0.0003, recall: 0.6749, relative_absolute_error: 0.6128, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.7608, run_cpu_time: 165.5918,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8136, f_measure: 0.5596, kappa: 0.4235, kb_relative_information_score: 405982.3314, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5559, predictive_accuracy: 0.5675, prior_entropy: 2, ram_hours: 0.0011, recall: 0.5675, relative_absolute_error: 0.6999, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.8532, run_cpu_time: 7329.7937,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.1699, kappa: -0.0001, kb_relative_information_score: 100044.7285, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1416, predictive_accuracy: 0.2547, prior_entropy: 2, ram_hours: 0, recall: 0.2547, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6104, root_relative_squared_error: 1.4098, run_cpu_time: 7.8779,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1005, kb_relative_information_score: 95173.4234, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0629, predictive_accuracy: 0.2507, prior_entropy: 2, ram_hours: 0.0024, recall: 0.2507, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6119, root_relative_squared_error: 1.4132, run_cpu_time: 78.16,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1005, kb_relative_information_score: 95248.4641, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0629, predictive_accuracy: 0.2507, prior_entropy: 2, ram_hours: 0.0129, recall: 0.2507, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6121, root_relative_squared_error: 1.4135, run_cpu_time: 192.5525,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7574, f_measure: 0.4688, kappa: 0.3148, kb_relative_information_score: 372339.2827, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.502, predictive_accuracy: 0.4834, prior_entropy: 2, ram_hours: 0, recall: 0.4834, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4383, root_relative_squared_error: 1.0121, run_cpu_time: 19.7379,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.5591, kappa: 0.4218, kb_relative_information_score: 405978.0575, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5559, predictive_accuracy: 0.5663, prior_entropy: 2, ram_hours: 0, recall: 0.5663, relative_absolute_error: 0.6999, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3696, root_relative_squared_error: 0.8535, run_cpu_time: 350.2946,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.6483, kappa: 0.5473, kb_relative_information_score: 534412.3039, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.646, predictive_accuracy: 0.6604, prior_entropy: 2, ram_hours: 0, recall: 0.6604, relative_absolute_error: 0.5614, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7902, run_cpu_time: 24.51,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.2509, kappa: 0.0008, kb_relative_information_score: 95404.234, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2509, predictive_accuracy: 0.2509, prior_entropy: 2, ram_hours: 0, recall: 0.2509, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.612, root_relative_squared_error: 1.4134, run_cpu_time: 8.6445,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8732, f_measure: 0.6613, kappa: 0.5586, kb_relative_information_score: 506232.3747, mean_absolute_error: 0.2276, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6568, predictive_accuracy: 0.6689, prior_entropy: 2, ram_hours: 0.0162, recall: 0.6689, relative_absolute_error: 0.6068, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.7666, run_cpu_time: 470.4828,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.822, f_measure: 0.619, kappa: 0.5051, kb_relative_information_score: 486036.2783, mean_absolute_error: 0.2316, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.618, predictive_accuracy: 0.6285, prior_entropy: 2, recall: 0.6285, relative_absolute_error: 0.6176, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3649, root_relative_squared_error: 0.8428,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.6153, kappa: 0.4882, kb_relative_information_score: 426707.2488, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6176, predictive_accuracy: 0.616, prior_entropy: 2, recall: 0.616, relative_absolute_error: 0.6781, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3737, root_relative_squared_error: 0.863,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8218, f_measure: 0.6241, kappa: 0.51, kb_relative_information_score: 450379.4483, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6258, predictive_accuracy: 0.6323, prior_entropy: 2, recall: 0.6323, relative_absolute_error: 0.6602, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3662, root_relative_squared_error: 0.8456,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.6448, kappa: 0.5459, kb_relative_information_score: 588675.6432, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6439, predictive_accuracy: 0.6594, prior_entropy: 2, recall: 0.6594, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.9531,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.6448, kappa: 0.5459, kb_relative_information_score: 588675.6432, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6439, predictive_accuracy: 0.6594, prior_entropy: 2, recall: 0.6594, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.9531,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.6448, kappa: 0.5459, kb_relative_information_score: 588675.6432, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6439, predictive_accuracy: 0.6594, prior_entropy: 2, recall: 0.6594, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.9531,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.6448, kappa: 0.5459, kb_relative_information_score: 588674.4357, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6439, predictive_accuracy: 0.6594, prior_entropy: 2, recall: 0.6594, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.9531,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.6494, kappa: 0.5485, kb_relative_information_score: 591025.4747, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6468, predictive_accuracy: 0.6613, prior_entropy: 2, recall: 0.6613, relative_absolute_error: 0.4516, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9504,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8059, f_measure: 0.5027, kappa: 0.3289, kb_relative_information_score: 380361.0728, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6109, predictive_accuracy: 0.4977, prior_entropy: 2, recall: 0.4977, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.9004,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.1699, kappa: -0.0001, kb_relative_information_score: 100044.7285, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1416, predictive_accuracy: 0.2547, prior_entropy: 2, recall: 0.2547, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6104, root_relative_squared_error: 1.4098,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.6483, kappa: 0.5473, kb_relative_information_score: 534403.3308, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.646, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.5614, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7902,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.2509, kappa: 0.0008, kb_relative_information_score: 95404.234, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2509, predictive_accuracy: 0.2509, prior_entropy: 2, recall: 0.2509, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.612, root_relative_squared_error: 1.4134,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7781, f_measure: 0.6558, kappa: 0.5567, kb_relative_information_score: 598553.1466, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6524, predictive_accuracy: 0.6675, prior_entropy: 2, recall: 0.6675, relative_absolute_error: 0.4433, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.9416,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7736, f_measure: 0.646, kappa: 0.5475, kb_relative_information_score: 590116.2131, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6449, predictive_accuracy: 0.6606, prior_entropy: 2, recall: 0.6606, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9514,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.6246, kappa: 0.5163, kb_relative_information_score: 528203.8056, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6234, predictive_accuracy: 0.6368, prior_entropy: 2, recall: 0.6368, relative_absolute_error: 0.5607, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3735, root_relative_squared_error: 0.8625,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.6495, kappa: 0.5487, kb_relative_information_score: 570807.153, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6615, prior_entropy: 2, recall: 0.6615, relative_absolute_error: 0.5104, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3774, root_relative_squared_error: 0.8717,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.6448, kappa: 0.5459, kb_relative_information_score: 588669.6056, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6439, predictive_accuracy: 0.6594, prior_entropy: 2, recall: 0.6594, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.9531,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6495, kappa: 0.5487, kb_relative_information_score: 591195.7348, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6615, prior_entropy: 2, recall: 0.6615, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.7035, kappa: 0.6206, kb_relative_information_score: 564959.6113, mean_absolute_error: 0.2026, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7013, predictive_accuracy: 0.7154, prior_entropy: 2, recall: 0.7154, relative_absolute_error: 0.5403, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3063, root_relative_squared_error: 0.7074,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7254, f_measure: 0.5812, kappa: 0.4511, kb_relative_information_score: 502527.633, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.58, predictive_accuracy: 0.588, prior_entropy: 2, recall: 0.588, relative_absolute_error: 0.5493, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4539, root_relative_squared_error: 1.0481,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1005, kb_relative_information_score: 95248.4641, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0629, predictive_accuracy: 0.2507, prior_entropy: 2, recall: 0.2507, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6121, root_relative_squared_error: 1.4135,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1671, kappa: 0.0002, kb_relative_information_score: 100256.8966, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1369, predictive_accuracy: 0.2549, prior_entropy: 2, recall: 0.2549, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6104, root_relative_squared_error: 1.4096,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.6483, kappa: 0.5473, kb_relative_information_score: 534403.3308, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.646, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.5614, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7902,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.5432, kappa: 0.416, kb_relative_information_score: 379370.9723, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5451, predictive_accuracy: 0.5617, prior_entropy: 2, recall: 0.5617, relative_absolute_error: 0.7282, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3722, root_relative_squared_error: 0.8595,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.1287, kappa: -0.0001, kb_relative_information_score: 7418.884, mean_absolute_error: 0.3749, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2353, predictive_accuracy: 0.2574, prior_entropy: 2, recall: 0.2574, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4329, root_relative_squared_error: 0.9998,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.774, f_measure: 0.6493, kappa: 0.5483, kb_relative_information_score: 590857.6296, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6467, predictive_accuracy: 0.6612, prior_entropy: 2, recall: 0.6612, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.9505,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5487, kb_relative_information_score: 591184.8672, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5487, kb_relative_information_score: 591186.0747, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.6493, kappa: 0.5486, kb_relative_information_score: 591064.1153, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6468, predictive_accuracy: 0.6613, prior_entropy: 2, recall: 0.6613, relative_absolute_error: 0.4515, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9503,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8061, f_measure: 0.5924, kappa: 0.4566, kb_relative_information_score: 565870.8168, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6038, predictive_accuracy: 0.5927, prior_entropy: 2, recall: 0.5927, relative_absolute_error: 0.5156, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3796, root_relative_squared_error: 0.8767,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8138, f_measure: 0.6192, kappa: 0.5029, kb_relative_information_score: 515736.0017, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6201, predictive_accuracy: 0.6267, prior_entropy: 2, recall: 0.6267, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3781, root_relative_squared_error: 0.8733,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7736, f_measure: 0.646, kappa: 0.5475, kb_relative_information_score: 590112.5905, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6449, predictive_accuracy: 0.6606, prior_entropy: 2, recall: 0.6606, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9514,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7736, f_measure: 0.646, kappa: 0.5475, kb_relative_information_score: 590147.6086, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.645, predictive_accuracy: 0.6606, prior_entropy: 2, recall: 0.6606, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9514,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.657, kappa: 0.558, kb_relative_information_score: 599749.7977, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6539, predictive_accuracy: 0.6685, prior_entropy: 2, recall: 0.6685, relative_absolute_error: 0.442, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4071, root_relative_squared_error: 0.9402,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.668, kappa: 0.5758, kb_relative_information_score: 532456.1124, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6665, predictive_accuracy: 0.6818, prior_entropy: 2, recall: 0.6818, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.7458,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.6477, kappa: 0.5531, kb_relative_information_score: 415446.0767, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6529, predictive_accuracy: 0.6647, prior_entropy: 2, recall: 0.6647, relative_absolute_error: 0.7097, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.796,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.6477, kappa: 0.5531, kb_relative_information_score: 415443.5704, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6529, predictive_accuracy: 0.6647, prior_entropy: 2, recall: 0.6647, relative_absolute_error: 0.7097, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.796,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.6481, kappa: 0.5478, kb_relative_information_score: 532424.5331, mean_absolute_error: 0.2116, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6456, predictive_accuracy: 0.6608, prior_entropy: 2, recall: 0.6608, relative_absolute_error: 0.5642, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.7883,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5486, kb_relative_information_score: 591147.4341, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4515, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9502,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.6485, kappa: 0.5472, kb_relative_information_score: 589860.2191, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6458, predictive_accuracy: 0.6603, prior_entropy: 2, recall: 0.6603, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9517,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.6485, kappa: 0.5472, kb_relative_information_score: 589846.9364, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6458, predictive_accuracy: 0.6603, prior_entropy: 2, recall: 0.6603, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9517,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.6484, kappa: 0.5471, kb_relative_information_score: 589753.9574, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6458, predictive_accuracy: 0.6603, prior_entropy: 2, recall: 0.6603, relative_absolute_error: 0.453, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.9518,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.6485, kappa: 0.5472, kb_relative_information_score: 589860.2191, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6458, predictive_accuracy: 0.6603, prior_entropy: 2, recall: 0.6603, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9517,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5487, kb_relative_information_score: 591149.8491, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9502,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5487, kb_relative_information_score: 591165.5469, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.668, kappa: 0.5758, kb_relative_information_score: 532456.1124, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6665, predictive_accuracy: 0.6818, prior_entropy: 2, recall: 0.6818, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.7458,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.6973, kappa: 0.6121, kb_relative_information_score: 561911.027, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6947, predictive_accuracy: 0.7091, prior_entropy: 2, recall: 0.7091, relative_absolute_error: 0.5422, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3091, root_relative_squared_error: 0.7139,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7732, f_measure: 0.6482, kappa: 0.5468, kb_relative_information_score: 589437.5875, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6455, predictive_accuracy: 0.66, prior_entropy: 2, recall: 0.66, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.9522,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.7005, kappa: 0.617, kb_relative_information_score: 562981.9625, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6983, predictive_accuracy: 0.7127, prior_entropy: 2, recall: 0.7127, relative_absolute_error: 0.5422, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.7098,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.6656, kappa: 0.5719, kb_relative_information_score: 532366.6428, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6637, predictive_accuracy: 0.6788, prior_entropy: 2, recall: 0.6788, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7488,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.6461, kappa: 0.5501, kb_relative_information_score: 414764.7528, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6503, predictive_accuracy: 0.6625, prior_entropy: 2, recall: 0.6625, relative_absolute_error: 0.71, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.7978,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.6479, kappa: 0.5534, kb_relative_information_score: 415490.5784, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6531, predictive_accuracy: 0.6649, prior_entropy: 2, recall: 0.6649, relative_absolute_error: 0.7097, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.7959,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.6656, kappa: 0.5719, kb_relative_information_score: 532366.6428, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6637, predictive_accuracy: 0.6788, prior_entropy: 2, recall: 0.6788, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7488,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.6494, kappa: 0.5486, kb_relative_information_score: 534671.9026, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.5613, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.7877,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.6656, kappa: 0.5719, kb_relative_information_score: 532366.6428, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6637, predictive_accuracy: 0.6788, prior_entropy: 2, recall: 0.6788, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7488,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6495, kappa: 0.5487, kb_relative_information_score: 591195.7348, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6615, prior_entropy: 2, recall: 0.6615, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7533, f_measure: 0.6201, kappa: 0.5069, kb_relative_information_score: 553238.5905, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.617, predictive_accuracy: 0.63, prior_entropy: 2, recall: 0.63, relative_absolute_error: 0.4933, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4301, root_relative_squared_error: 0.9933,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.6689, kappa: 0.5767, kb_relative_information_score: 532542.7918, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6673, predictive_accuracy: 0.6825, prior_entropy: 2, recall: 0.6825, relative_absolute_error: 0.5735, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.7451,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.6493, kappa: 0.5485, kb_relative_information_score: 591025.4747, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6468, predictive_accuracy: 0.6613, prior_entropy: 2, recall: 0.6613, relative_absolute_error: 0.4516, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9504,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, f_measure: 0.645, kappa: 0.5422, kb_relative_information_score: 585325.9862, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6421, predictive_accuracy: 0.6566, prior_entropy: 2, recall: 0.6566, relative_absolute_error: 0.4579, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.957,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5486, kb_relative_information_score: 591147.4341, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4515, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9502,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.6689, kappa: 0.5765, kb_relative_information_score: 533434.3931, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6673, predictive_accuracy: 0.6823, prior_entropy: 2, recall: 0.6823, relative_absolute_error: 0.572, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.7449,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.6656, kappa: 0.5719, kb_relative_information_score: 532366.6428, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6637, predictive_accuracy: 0.6788, prior_entropy: 2, recall: 0.6788, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7488,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.6641, kappa: 0.5703, kb_relative_information_score: 531382.5846, mean_absolute_error: 0.2151, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6619, predictive_accuracy: 0.6776, prior_entropy: 2, recall: 0.6776, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.7508,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.6689, kappa: 0.5765, kb_relative_information_score: 533434.3931, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6673, predictive_accuracy: 0.6823, prior_entropy: 2, recall: 0.6823, relative_absolute_error: 0.572, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.7449,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.6689, kappa: 0.5767, kb_relative_information_score: 532542.7918, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6673, predictive_accuracy: 0.6825, prior_entropy: 2, recall: 0.6825, relative_absolute_error: 0.5735, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.7451,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7781, f_measure: 0.6558, kappa: 0.5567, kb_relative_information_score: 598554.3541, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6524, predictive_accuracy: 0.6675, prior_entropy: 2, recall: 0.6675, relative_absolute_error: 0.4433, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.9416,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6495, kappa: 0.5487, kb_relative_information_score: 591194.5273, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6615, prior_entropy: 2, recall: 0.6615, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7736, f_measure: 0.646, kappa: 0.5475, kb_relative_information_score: 590116.2131, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6449, predictive_accuracy: 0.6606, prior_entropy: 2, recall: 0.6606, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9514,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8347, f_measure: 0.6183, kappa: 0.5161, kb_relative_information_score: 475257.3683, mean_absolute_error: 0.2361, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6207, predictive_accuracy: 0.6369, prior_entropy: 2, recall: 0.6369, relative_absolute_error: 0.6296, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8263,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.6245, kappa: 0.5214, kb_relative_information_score: 454632.6738, mean_absolute_error: 0.2467, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6267, predictive_accuracy: 0.641, prior_entropy: 2, recall: 0.641, relative_absolute_error: 0.658, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3576, root_relative_squared_error: 0.8258,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8279, f_measure: 0.6316, kappa: 0.528, kb_relative_information_score: 547824.7683, mean_absolute_error: 0.1998, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6293, predictive_accuracy: 0.6458, prior_entropy: 2, recall: 0.6458, relative_absolute_error: 0.5329, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.8474,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, f_measure: 0.6495, kappa: 0.5487, kb_relative_information_score: 572578.4027, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6615, prior_entropy: 2, recall: 0.6615, relative_absolute_error: 0.5059, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3787, root_relative_squared_error: 0.8746,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.657, kappa: 0.558, kb_relative_information_score: 599735.3074, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6539, predictive_accuracy: 0.6685, prior_entropy: 2, recall: 0.6685, relative_absolute_error: 0.442, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4071, root_relative_squared_error: 0.9402,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8248, f_measure: 0.6064, kappa: 0.4936, kb_relative_information_score: 504977.8908, mean_absolute_error: 0.216, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.607, predictive_accuracy: 0.6199, prior_entropy: 2, recall: 0.6199, relative_absolute_error: 0.576, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3693, root_relative_squared_error: 0.8528,