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Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.2394, kappa: 0.2224, kb_relative_information_score: 296302.2353, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.2499, predictive_accuracy: 0.2524, prior_entropy: 4.7004, ram_hours: 0, recall: 0.2524, relative_absolute_error: 0.8846, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.945, run_cpu_time: 37.9202,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.82, kappa: 0.5369, kb_relative_information_score: 804980.7367, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8171, predictive_accuracy: 0.828, prior_entropy: 2.585, ram_hours: 0, recall: 0.828, relative_absolute_error: 0.2545, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.5452, run_cpu_time: 7.1163,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -91335.1938, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0095, prior_entropy: 2.585, ram_hours: 0.0003, recall: 0.0095, relative_absolute_error: 1.1887, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5746, root_relative_squared_error: 1.5419, run_cpu_time: 26.0044,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.4277, kappa: 0.4165, kb_relative_information_score: 486223.8029, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4362, predictive_accuracy: 0.439, prior_entropy: 4.7004, ram_hours: 0, recall: 0.439, relative_absolute_error: 0.6961, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.8667, run_cpu_time: 63.921,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9461, kappa: 0.8817, kb_relative_information_score: 841172.3941, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9461, predictive_accuracy: 0.9463, prior_entropy: 1, ram_hours: 0.0002, recall: 0.9463, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4051, run_cpu_time: 58.1154,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9524, kappa: 0.8955, kb_relative_information_score: 856448.5493, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9524, predictive_accuracy: 0.9525, prior_entropy: 1, ram_hours: 0.0037, recall: 0.9525, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.19, root_relative_squared_error: 0.38, run_cpu_time: 166.7067,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.8522, kappa: 0.7307, kb_relative_information_score: 785009.0994, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8611, prior_entropy: 2, ram_hours: 0, recall: 0.8611, relative_absolute_error: 0.2811, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5214, run_cpu_time: 230.7061,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8362, f_measure: 0.7931, kappa: 0.5067, kb_relative_information_score: 749394.512, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7997, predictive_accuracy: 0.8391, prior_entropy: 2.585, ram_hours: 0.0063, recall: 0.8391, relative_absolute_error: 0.3334, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.5563, run_cpu_time: 219.8272,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7628, f_measure: 0.3189, kappa: 0.2933, kb_relative_information_score: 361711.3385, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3582, predictive_accuracy: 0.3206, prior_entropy: 4.7004, ram_hours: 0, recall: 0.3206, relative_absolute_error: 0.8029, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.9501, run_cpu_time: 15.5192,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.8489, kappa: 0.7207, kb_relative_information_score: 790510.1105, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8475, predictive_accuracy: 0.8507, prior_entropy: 2, ram_hours: 0, recall: 0.8507, relative_absolute_error: 0.2561, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.5785, run_cpu_time: 4.8177,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -91335.1938, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0095, prior_entropy: 2.585, ram_hours: 0, recall: 0.0095, relative_absolute_error: 1.1887, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5746, root_relative_squared_error: 1.5419, run_cpu_time: 7.0396,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7846, f_measure: 0.8155, kappa: 0.5378, kb_relative_information_score: 357936.2655, mean_absolute_error: 0.2273, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8132, predictive_accuracy: 0.8244, prior_entropy: 2.585, ram_hours: 0, recall: 0.8244, relative_absolute_error: 0.8181, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3182, root_relative_squared_error: 0.8539, run_cpu_time: 12.3189,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.003, kb_relative_information_score: 27610.6873, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0392, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0392, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4137, run_cpu_time: 5.5217,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.6913, kappa: 0.4346, kb_relative_information_score: 591389.9565, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7105, predictive_accuracy: 0.7014, prior_entropy: 2, ram_hours: 0.0009, recall: 0.7014, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.7111, run_cpu_time: 93.3075,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8572, kappa: 0.6384, kb_relative_information_score: 836354.5293, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.857, predictive_accuracy: 0.8625, prior_entropy: 2.585, ram_hours: 0.0003, recall: 0.8625, relative_absolute_error: 0.228, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.4825, run_cpu_time: 103.4595,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0386, kappa: 0.0001, kb_relative_information_score: 27038.8859, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0386, predictive_accuracy: 0.0386, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0386, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4141, run_cpu_time: 8.0693,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.5616, kappa: 0.4369, kb_relative_information_score: 529049.5619, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5624, predictive_accuracy: 0.5631, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5631, relative_absolute_error: 0.5822, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2942, root_relative_squared_error: 0.8407, run_cpu_time: 38.7061,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9025, kappa: 0.8179, kb_relative_information_score: 856925.5837, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9027, prior_entropy: 2, ram_hours: 0, recall: 0.9027, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4478, run_cpu_time: 10.6225,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6311, f_measure: 0.6774, kappa: 0.0923, kb_relative_information_score: 644745.4947, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6645, predictive_accuracy: 0.7628, prior_entropy: 2.585, ram_hours: 0.0234, recall: 0.7628, relative_absolute_error: 0.4587, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.6758, run_cpu_time: 880.9373,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9393, kappa: 0.8667, kb_relative_information_score: 677525.9215, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9393, predictive_accuracy: 0.9395, prior_entropy: 1, ram_hours: 0.0068, recall: 0.9395, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.4938, run_cpu_time: 202.8497,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9435, kappa: 0.8606, kb_relative_information_score: 930105.5061, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, ram_hours: 0, recall: 0.9445, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.3272, run_cpu_time: 16.6241,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.84, kappa: 0.8227, kb_relative_information_score: 850653.4126, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8404, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8404, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.5089, run_cpu_time: 121.2436,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.6442, kappa: 0.5989, kb_relative_information_score: 590781.6762, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6556, predictive_accuracy: 0.639, prior_entropy: 3.3219, ram_hours: 0, recall: 0.639, relative_absolute_error: 0.503, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2353, root_relative_squared_error: 0.7843, run_cpu_time: 16.4476,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448764.0682, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3064, predictive_accuracy: 0.5435, prior_entropy: 2, ram_hours: 0, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033, run_cpu_time: 3.7642,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8269, f_measure: 0.5554, kappa: 0.4308, kb_relative_information_score: 521877.9437, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.563, predictive_accuracy: 0.5757, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5757, relative_absolute_error: 0.6276, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2835, root_relative_squared_error: 0.8101, run_cpu_time: 238.2731,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9435, kappa: 0.8606, kb_relative_information_score: 930105.5061, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, ram_hours: 0, recall: 0.9445, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.3272, run_cpu_time: 16.7254,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5526, f_measure: 0.1167, kappa: 0.1051, kb_relative_information_score: 157700.9038, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1102, predictive_accuracy: 0.1946, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1946, relative_absolute_error: 0.8949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4014, root_relative_squared_error: 1.3379, run_cpu_time: 15.9663,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.5117, kappa: 0.4968, kb_relative_information_score: 540659.8602, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5147, predictive_accuracy: 0.5162, prior_entropy: 4.7004, ram_hours: 0.0004, recall: 0.5162, relative_absolute_error: 0.6571, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.8099, run_cpu_time: 777.4165,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0, kb_relative_information_score: -76583.4082, mean_absolute_error: 0.285, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0024, prior_entropy: 2.8074, ram_hours: 0, recall: 0.0024, relative_absolute_error: 1.1638, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5339, root_relative_squared_error: 1.5257, run_cpu_time: 7.281,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9202, kappa: 0.8232, kb_relative_information_score: 773097.821, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.923, predictive_accuracy: 0.9215, prior_entropy: 1, ram_hours: 0.0005, recall: 0.9215, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.4982, run_cpu_time: 3516.1679,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9025, kappa: 0.8179, kb_relative_information_score: 856925.5837, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9027, prior_entropy: 2, ram_hours: 0, recall: 0.9027, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4478, run_cpu_time: 10.651,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0999, kappa: -0.0002, kb_relative_information_score: 58665.5779, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0999, predictive_accuracy: 0.0999, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0999, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4143, run_cpu_time: 12.8503,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.8722, kappa: 0.6852, kb_relative_information_score: 883034.9682, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8861, predictive_accuracy: 0.892, prior_entropy: 2.585, ram_hours: 0, recall: 0.892, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.4313, run_cpu_time: 273.3213,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8574, kappa: 0.6394, kb_relative_information_score: 837315.3844, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.857, predictive_accuracy: 0.8623, prior_entropy: 2.585, ram_hours: 0.0003, recall: 0.8623, relative_absolute_error: 0.2259, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.4826, run_cpu_time: 86.1488,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.667, kappa: 0.5731, kb_relative_information_score: 610478.4434, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6642, predictive_accuracy: 0.6717, prior_entropy: 2.8074, ram_hours: 0.0016, recall: 0.6717, relative_absolute_error: 0.5146, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7223, run_cpu_time: 255.034,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8543, kappa: 0.6324, kb_relative_information_score: 836380.9249, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8535, predictive_accuracy: 0.8583, prior_entropy: 2.585, ram_hours: 0, recall: 0.8583, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4972, run_cpu_time: 16.8842,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9202, kappa: 0.8232, kb_relative_information_score: 773097.821, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.923, predictive_accuracy: 0.9215, prior_entropy: 1, ram_hours: 0.0005, recall: 0.9215, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.4982, run_cpu_time: 3641.6793,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.5083, kappa: -0, kb_relative_information_score: 109729.3004, mean_absolute_error: 0.4566, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4186, predictive_accuracy: 0.647, prior_entropy: 1, ram_hours: 0, recall: 0.647, relative_absolute_error: 0.9132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4779, root_relative_squared_error: 0.9558, run_cpu_time: 3.9004,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7458, f_measure: 0.7112, kappa: 0.4779, kb_relative_information_score: 669103.4626, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.706, predictive_accuracy: 0.7258, prior_entropy: 2, ram_hours: 0, recall: 0.7258, relative_absolute_error: 0.3653, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.8541, run_cpu_time: 3.9613,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0223, kappa: -0.0003, kb_relative_information_score: 18062.5265, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0126, predictive_accuracy: 0.1088, prior_entropy: 2.585, ram_hours: 0, recall: 0.1088, relative_absolute_error: 1.0695, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5451, root_relative_squared_error: 1.4625, run_cpu_time: 5.2742,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9462, kappa: 0.882, kb_relative_information_score: 842076.505, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9464, prior_entropy: 1, ram_hours: 0.0002, recall: 0.9464, relative_absolute_error: 0.1728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.4046, run_cpu_time: 50.6037,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9209, kappa: 0.8248, kb_relative_information_score: 773061.2027, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9234, predictive_accuracy: 0.9222, prior_entropy: 1, ram_hours: 0, recall: 0.9222, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.4985, run_cpu_time: 192.5249,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.6555, kappa: 0.5573, kb_relative_information_score: 607572.1118, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6532, predictive_accuracy: 0.6593, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6593, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2631, root_relative_squared_error: 0.752, run_cpu_time: 31.7327,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.9131, kappa: 0.8084, kb_relative_information_score: 754371.3473, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9134, predictive_accuracy: 0.9137, prior_entropy: 1, ram_hours: 0, recall: 0.9137, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.5229, run_cpu_time: 5.5936,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58846.4939, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 17.5159,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0223, kappa: -0.0001, kb_relative_information_score: 17791.4947, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0125, predictive_accuracy: 0.1085, prior_entropy: 2.585, ram_hours: 0, recall: 0.1085, relative_absolute_error: 1.0698, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5451, root_relative_squared_error: 1.4627, run_cpu_time: 5.4014,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9125, kappa: 0.808, kb_relative_information_score: 785126.0375, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9126, prior_entropy: 1, ram_hours: 0, recall: 0.9126, relative_absolute_error: 0.2255, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.5159, run_cpu_time: 8.4303,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9074, kappa: 0.8271, kb_relative_information_score: 857948.2365, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9075, predictive_accuracy: 0.9078, prior_entropy: 2, ram_hours: 0.0001, recall: 0.9078, relative_absolute_error: 0.1838, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.4291, run_cpu_time: 46.9112,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6153, f_measure: 0.3641, kappa: 0.2767, kb_relative_information_score: 312909.1175, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5378, predictive_accuracy: 0.3048, prior_entropy: 4.7004, ram_hours: 0.0008, recall: 0.3048, relative_absolute_error: 0.7896, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2181, root_relative_squared_error: 1.1343, run_cpu_time: 657.1776,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9708, kappa: 0.9675, kb_relative_information_score: 969993.69, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9708, predictive_accuracy: 0.9707, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.9707, relative_absolute_error: 0.0399, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.2282, run_cpu_time: 122.771,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, ram_hours: 0, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033, run_cpu_time: 3.9034,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, f_measure: 0.7794, kappa: 0.4189, kb_relative_information_score: 796106.5833, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7887, predictive_accuracy: 0.8057, prior_entropy: 2.585, ram_hours: 0.0009, recall: 0.8057, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.5667, run_cpu_time: 4754.8166,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set lung-cancer
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.IBk(1) on task Learning Curve on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7991, f_measure: 0.7322, kappa: 0.5983, kb_relative_information_score: 0.6332, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.7323, predictive_accuracy: 0.7322, prior_entropy: 1.5849, recall: 0.7322, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4224, root_relative_squared_error: 0.8961, scimark_benchmark: 857.4849,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.5438, kappa: 0.0012, kb_relative_information_score: 87502, mean_absolute_error: 0.4562, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5438, predictive_accuracy: 0.5438, prior_entropy: 1, ram_hours: 0, recall: 0.5438, relative_absolute_error: 0.9125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6755, root_relative_squared_error: 1.3509, run_cpu_time: 5.76,
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set hepatitis
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8031, f_measure: 0.6077, kappa: 0.5613, kb_relative_information_score: 595778.7072, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6143, predictive_accuracy: 0.6052, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6052, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.8882, run_cpu_time: 30.7,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.9194, kappa: 0.8005, kb_relative_information_score: 372595.616, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9178, predictive_accuracy: 0.9223, prior_entropy: 2.585, ram_hours: 0, recall: 0.9223, relative_absolute_error: 0.8089, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3142, root_relative_squared_error: 0.8431, run_cpu_time: 21.32,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58846.4939, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0.1173, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 502.5959,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -91335.1938, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0095, prior_entropy: 2.585, ram_hours: 0, recall: 0.0095, relative_absolute_error: 1.1887, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5746, root_relative_squared_error: 1.5419, run_cpu_time: 6.6708,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, f_measure: 0.653, kappa: 0.4658, kb_relative_information_score: 65950.7099, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6487, predictive_accuracy: 0.6691, prior_entropy: 2.8074, ram_hours: 0.0005, recall: 0.6691, relative_absolute_error: 0.5666, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.7411, run_cpu_time: 41.5884,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58921.5326, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0.0083, recall: 0.1001, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4241, root_relative_squared_error: 1.4137, run_cpu_time: 83.6,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1842, kb_relative_information_score: -293712, mean_absolute_error: 0.6469, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1246, predictive_accuracy: 0.353, prior_entropy: 1, ram_hours: 0.001, recall: 0.353, relative_absolute_error: 1.2937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8041, root_relative_squared_error: 1.6082, run_cpu_time: 35.3643,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5774, f_measure: 0.6989, kappa: 0.2197, kb_relative_information_score: 761766.6793, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6309, predictive_accuracy: 0.7837, prior_entropy: 2.585, ram_hours: 0, recall: 0.7837, relative_absolute_error: 0.2594, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.7196, run_cpu_time: 6.4514,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.7793, kappa: 0.4185, kb_relative_information_score: 796060.0917, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7887, predictive_accuracy: 0.8053, prior_entropy: 2.585, ram_hours: 0, recall: 0.8053, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.5669, run_cpu_time: 480.4,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.8401, kappa: 0.8227, kb_relative_information_score: 850651.8578, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8404, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8404, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.5089, run_cpu_time: 196.92,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.3563, kappa: 0.3276, kb_relative_information_score: 413521.9853, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3864, predictive_accuracy: 0.3535, prior_entropy: 4.7004, ram_hours: 0, recall: 0.3535, relative_absolute_error: 0.8112, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.9138, run_cpu_time: 210.4546,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61042.6722, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, ram_hours: 0, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146, run_cpu_time: 6.6586,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.7829, kappa: 0.7581, kb_relative_information_score: 280662.3042, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7852, predictive_accuracy: 0.7823, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7823, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.9162, run_cpu_time: 49.41,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5264, f_measure: 0.0835, kappa: 0.0529, kb_relative_information_score: 108498.0138, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1105, predictive_accuracy: 0.1475, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1475, relative_absolute_error: 0.9472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.3764, run_cpu_time: 17.3244,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7036, f_measure: 0.5037, kappa: 0.3578, kb_relative_information_score: 473304.729, mean_absolute_error: 0.1544, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5041, predictive_accuracy: 0.5098, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5098, relative_absolute_error: 0.6303, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3374, root_relative_squared_error: 0.9641, run_cpu_time: 8.5843,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5503, f_measure: 0.112, kappa: 0.1005, kb_relative_information_score: 153250.1599, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1048, predictive_accuracy: 0.1903, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1903, relative_absolute_error: 0.8997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4024, root_relative_squared_error: 1.3414, run_cpu_time: 15.8075,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 775204.1363, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9054, predictive_accuracy: 0.9054, prior_entropy: 1, ram_hours: 0, recall: 0.9054, relative_absolute_error: 0.234, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5438, run_cpu_time: 6.3872,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.564, f_measure: 0.3233, kappa: 0.127, kb_relative_information_score: 309357.1758, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.3247, predictive_accuracy: 0.36, prior_entropy: 2.8074, ram_hours: 0, recall: 0.36, relative_absolute_error: 0.7465, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4274, root_relative_squared_error: 1.2215, run_cpu_time: 6.9058,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8665, kappa: 0.7018, kb_relative_information_score: 590037.6252, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8718, prior_entropy: 1, ram_hours: 0.0123, recall: 0.8718, relative_absolute_error: 0.4398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.655, run_cpu_time: 362.69,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8107, f_measure: 0.6415, kappa: 0.4491, kb_relative_information_score: 64762.1168, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6362, predictive_accuracy: 0.6555, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6555, relative_absolute_error: 0.5806, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2642, root_relative_squared_error: 0.755, run_cpu_time: 46.86,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8665, kappa: 0.7018, kb_relative_information_score: 590037.6252, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8718, prior_entropy: 1, ram_hours: 0.0073, recall: 0.8718, relative_absolute_error: 0.4398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.655, run_cpu_time: 213.6705,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9168, kappa: 0.7939, kb_relative_information_score: 902194.2198, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9195, predictive_accuracy: 0.9159, prior_entropy: 2.585, ram_hours: 0, recall: 0.9159, relative_absolute_error: 0.1169, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.41, run_cpu_time: 7.4645,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.947, kappa: 0.8693, kb_relative_information_score: 933455.3614, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9482, prior_entropy: 2.585, ram_hours: 0.0006, recall: 0.9482, relative_absolute_error: 0.0913, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.303, run_cpu_time: 95.2448,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.6559, kappa: -0, kb_relative_information_score: 630195.6754, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5771, predictive_accuracy: 0.7597, prior_entropy: 2.585, ram_hours: 0, recall: 0.7597, relative_absolute_error: 0.4838, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.6954, run_cpu_time: 10.5123,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9146, kappa: 0.8406, kb_relative_information_score: 862814.7093, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9147, predictive_accuracy: 0.9152, prior_entropy: 2, ram_hours: 0.0036, recall: 0.9152, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4121, run_cpu_time: 244.35,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9741, kappa: 0.9712, kb_relative_information_score: 876452.4001, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 3.3219, ram_hours: 0.0328, recall: 0.974, relative_absolute_error: 0.2476, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.3529, run_cpu_time: 1480.8146,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.6608, kappa: 0.564, kb_relative_information_score: 616370.0339, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6583, predictive_accuracy: 0.6647, prior_entropy: 2.8074, ram_hours: 0.0001, recall: 0.6647, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.7489, run_cpu_time: 90.4,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0, kb_relative_information_score: -76506.3489, mean_absolute_error: 0.285, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0024, prior_entropy: 2.8074, ram_hours: 0.0015, recall: 0.0024, relative_absolute_error: 1.1637, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5337, root_relative_squared_error: 1.5252, run_cpu_time: 37.9144,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.837, kappa: 0.6964, kb_relative_information_score: 754081.2345, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8371, predictive_accuracy: 0.8393, prior_entropy: 2, ram_hours: 0, recall: 0.8393, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.5652, run_cpu_time: 7.6914,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.6784, kappa: 0.642, kb_relative_information_score: 645222.009, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6798, predictive_accuracy: 0.6778, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6778, relative_absolute_error: 0.4877, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.7027, run_cpu_time: 63.05,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.0394, kappa: -0.0005, kb_relative_information_score: 884.6202, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0498, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, run_cpu_time: 19.0655,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6816, f_measure: 0.3404, kappa: 0.3154, kb_relative_information_score: 353979.3135, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3518, predictive_accuracy: 0.3418, prior_entropy: 4.7004, ram_hours: 0, recall: 0.3418, relative_absolute_error: 0.7062, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2061, root_relative_squared_error: 1.0719, run_cpu_time: 11.4079,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.6698, kappa: 0.5773, kb_relative_information_score: 621131.3881, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6672, predictive_accuracy: 0.6751, prior_entropy: 2.8074, ram_hours: 0.0019, recall: 0.6751, relative_absolute_error: 0.4934, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.7223, run_cpu_time: 230.407,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.2259, kappa: -0.0008, kb_relative_information_score: 164591.5472, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.2259, predictive_accuracy: 0.2259, prior_entropy: 2.8074, ram_hours: 0, recall: 0.2259, relative_absolute_error: 0.9031, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4703, root_relative_squared_error: 1.344, run_cpu_time: 6.756,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -91241.1505, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0095, prior_entropy: 2.585, ram_hours: 0.0026, recall: 0.0095, relative_absolute_error: 1.1885, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5744, root_relative_squared_error: 1.5414, run_cpu_time: 47.8265,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.003, kb_relative_information_score: 27584.2678, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0392, prior_entropy: 4.7004, ram_hours: 0.0014, recall: 0.0392, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2718, root_relative_squared_error: 1.4133, run_cpu_time: 50.0676,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.5998, kappa: 0.4892, kb_relative_information_score: 567610.9137, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5981, predictive_accuracy: 0.6059, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6059, relative_absolute_error: 0.5491, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.7908, run_cpu_time: 21.4522,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9428, kappa: 0.8746, kb_relative_information_score: 844608.6855, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, ram_hours: 0, recall: 0.943, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4329, run_cpu_time: 8.2226,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8851, kappa: 0.7085, kb_relative_information_score: 862132.5465, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8841, predictive_accuracy: 0.8882, prior_entropy: 2.585, ram_hours: 0.0073, recall: 0.8882, relative_absolute_error: 0.1946, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.4357, run_cpu_time: 351.52,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0005, kb_relative_information_score: -187393.2091, mean_absolute_error: 0.4916, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0165, prior_entropy: 2, ram_hours: 0.0021, recall: 0.0165, relative_absolute_error: 1.311, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.701, root_relative_squared_error: 1.619, run_cpu_time: 65.94,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3829, kappa: 0, kb_relative_information_score: 441638.7296, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4833, predictive_accuracy: 0.5435, prior_entropy: 2, ram_hours: 0, recall: 0.5435, relative_absolute_error: 0.7141, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.8451, run_cpu_time: 11.46,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58966.7561, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1001, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141, run_cpu_time: 33.55,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9528, kappa: 0.8837, kb_relative_information_score: 892961.0875, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9523, predictive_accuracy: 0.9539, prior_entropy: 2.585, ram_hours: 0.0213, recall: 0.9539, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.119, root_relative_squared_error: 0.3193, run_cpu_time: 576.4303,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8848, kappa: 0.7846, kb_relative_information_score: 731387.2884, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8847, predictive_accuracy: 0.8853, prior_entropy: 2, ram_hours: 0.0097, recall: 0.8853, relative_absolute_error: 0.3797, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.5236, run_cpu_time: 717.87,