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Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(glass,nominal,137781)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[build], line 15
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, f_measure: 0.7684, kappa: 0.5251, kb_relative_information_score: 537496, mean_absolute_error: 0.2313, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7682, predictive_accuracy: 0.7687, prior_entropy: 1, ram_hours: 0, recall: 0.7687, relative_absolute_error: 0.4625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4806, root_relative_squared_error: 0.9613, run_cpu_time: 40.37,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5078, f_measure: 0.2382, kappa: 0.0113, kb_relative_information_score: 145956.1458, mean_absolute_error: 0.3059, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2333, predictive_accuracy: 0.2695, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2695, relative_absolute_error: 0.9561, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4061, root_relative_squared_error: 1.0154, run_cpu_time: 9.07,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5731, f_measure: 0.5854, kappa: 0.1678, kb_relative_information_score: 308526, mean_absolute_error: 0.3457, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6826, predictive_accuracy: 0.6544, prior_entropy: 1, ram_hours: 0, recall: 0.6544, relative_absolute_error: 0.6915, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5878, root_relative_squared_error: 1.1756, run_cpu_time: 26.24,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set vowel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.0083, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2875, root_relative_squared_error: 1, run_cpu_time: 0.15,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set tae
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.159, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 151, precision: 0.1053, predictive_accuracy: 0.3245, prior_entropy: 1.585, recall: 0.3245, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set breast-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5801, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 286, precision: 0.4939, predictive_accuracy: 0.7028, prior_entropy: 1, recall: 0.7028, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set colic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4875, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 368, precision: 0.3974, predictive_accuracy: 0.6304, prior_entropy: 1, recall: 0.6304, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(breast-cancer,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6602, f_measure: 0.7418, kappa: 0.3577, kb_relative_information_score: 519518, mean_absolute_error: 0.2402, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7454, predictive_accuracy: 0.7599, prior_entropy: 1, ram_hours: 0, recall: 0.7599, relative_absolute_error: 0.4805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9798, run_cpu_time: 9.51,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6814, f_measure: 0.5596, kappa: 0.3105, kb_relative_information_score: 241686.9427, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5443, predictive_accuracy: 0.5809, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5809, relative_absolute_error: 0.7879, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3145, root_relative_squared_error: 0.8988, run_cpu_time: 12.25,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9178, kappa: 0.8934, kb_relative_information_score: 343209.1824, mean_absolute_error: 0.2058, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9187, predictive_accuracy: 0.9184, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9184, relative_absolute_error: 0.8405, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.8677, run_cpu_time: 25.9,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.9243, kappa: 0.8485, kb_relative_information_score: 848514, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9248, predictive_accuracy: 0.9243, prior_entropy: 1, ram_hours: 0, recall: 0.9243, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.5495, run_cpu_time: 10.99,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.4451, kappa: 0.4268, kb_relative_information_score: 167176.9945, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4603, predictive_accuracy: 0.4488, prior_entropy: 4.7004, ram_hours: 0, recall: 0.4488, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.9762, run_cpu_time: 128.39,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.704, f_measure: 0.7649, kappa: 0.4286, kb_relative_information_score: 542934, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7629, predictive_accuracy: 0.7716, prior_entropy: 1, ram_hours: 0, recall: 0.7716, relative_absolute_error: 0.4571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4778, root_relative_squared_error: 0.9556, run_cpu_time: 12.58,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8566, f_measure: 0.853, kappa: 0.7048, kb_relative_information_score: 705280, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8576, predictive_accuracy: 0.8526, prior_entropy: 1, ram_hours: 0, recall: 0.8526, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3835, root_relative_squared_error: 0.7671, run_cpu_time: 8.95,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.6101, kappa: 0.4912, kb_relative_information_score: 337484.9329, mean_absolute_error: 0.2987, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6129, predictive_accuracy: 0.6178, prior_entropy: 2, ram_hours: 0, recall: 0.6178, relative_absolute_error: 0.7965, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3805, root_relative_squared_error: 0.8788, run_cpu_time: 15.87,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.7207, kappa: 0.6927, kb_relative_information_score: 272058.3909, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7197, predictive_accuracy: 0.7234, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7234, relative_absolute_error: 0.9018, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.9195, run_cpu_time: 63.53,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.977, kappa: 0.9713, kb_relative_information_score: 383411.416, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 2.585, ram_hours: 0, recall: 0.977, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.311, root_relative_squared_error: 0.8344, run_cpu_time: 25.59,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5273, f_measure: 0.8923, kappa: 0.0764, kb_relative_information_score: 471132.7197, mean_absolute_error: 0.2583, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.875, predictive_accuracy: 0.9254, prior_entropy: 2, ram_hours: 0, recall: 0.9254, relative_absolute_error: 0.6888, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.75, run_cpu_time: 14.06,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.8613, kappa: 0.7031, kb_relative_information_score: 404306.416, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8603, predictive_accuracy: 0.8632, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8632, relative_absolute_error: 0.7685, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.8135, run_cpu_time: 12.07,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8707, f_measure: 0.6994, kappa: 0.6049, kb_relative_information_score: 315688.6755, mean_absolute_error: 0.2343, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6949, predictive_accuracy: 0.7066, prior_entropy: 2.585, ram_hours: 0, recall: 0.7066, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.8808, run_cpu_time: 26.56,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6625, f_measure: 0.6626, kappa: 0.3252, kb_relative_information_score: 591425.9236, mean_absolute_error: 0.1908, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6627, predictive_accuracy: 0.6626, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6626, relative_absolute_error: 0.5963, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3046, root_relative_squared_error: 0.7616, run_cpu_time: 9.28,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1667, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.1111, predictive_accuracy: 0.3333, prior_entropy: 1.585, recall: 0.3333, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set cylinder-bands
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2507, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 540, precision: 0.1783, predictive_accuracy: 0.4222, prior_entropy: 1, recall: 0.4222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set heart-c
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.384, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.32, number_of_instances: 303, precision: 0.2965, predictive_accuracy: 0.5446, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5446, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4219, f_measure: 0.554, kappa: 0.2026, kb_relative_information_score: -78, mean_absolute_error: 0.5122, mean_prior_absolute_error: 0.5, number_of_instances: 3196, precision: 0.7038, predictive_accuracy: 0.6142, prior_entropy: 1, ram_hours: 0, recall: 0.6142, relative_absolute_error: 1.0244, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6588, root_relative_squared_error: 1.3175, run_cpu_time: 0.09,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set shuttle-landing-control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9011, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 15, precision: 0.8711, predictive_accuracy: 0.9333, prior_entropy: 1, ram_hours: 0, recall: 0.9333, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0008,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set spect_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3913, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 187, precision: 0.3034, predictive_accuracy: 0.5508, prior_entropy: 1, recall: 0.5508, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2222, f_measure: 0.028, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0163, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3246, root_relative_squared_error: 1.0821, run_cpu_time: 0.18,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set trains
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set postoperative-patient-data
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5911, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 90, precision: 0.5057, predictive_accuracy: 0.7111, prior_entropy: 1.585, ram_hours: 0, recall: 0.7111, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1, run_cpu_time: 0.0015,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, ram_hours: 0, recall: 0.3466, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0077,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2154, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 132, precision: 0.1493, predictive_accuracy: 0.3864, prior_entropy: 2, ram_hours: 0, recall: 0.3864, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1, run_cpu_time: 0.0014,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.8573, kappa: 0.7133, kb_relative_information_score: 713856, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8613, predictive_accuracy: 0.8569, prior_entropy: 1, ram_hours: 0, recall: 0.8569, relative_absolute_error: 0.2861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3779, root_relative_squared_error: 0.7558, run_cpu_time: 7.4554,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set heart-statlog
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3968, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 270, precision: 0.3086, predictive_accuracy: 0.5556, prior_entropy: 1, recall: 0.5556, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.09,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5134, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.4239, predictive_accuracy: 0.651, prior_entropy: 1, recall: 0.651, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.15,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3811, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.1172, number_of_instances: 452, precision: 0.2938, predictive_accuracy: 0.542, prior_entropy: 4, ram_hours: 0, recall: 0.542, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2421, root_mean_squared_error: 0.2421, root_relative_squared_error: 1, run_cpu_time: 0.0332,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set dermatology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1434, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.0936, predictive_accuracy: 0.306, prior_entropy: 2.585, recall: 0.306, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5187, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 699, precision: 0.4293, predictive_accuracy: 0.6552, prior_entropy: 1, recall: 0.6552, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2966, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 208, precision: 0.2175, predictive_accuracy: 0.4663, prior_entropy: 1, recall: 0.4663, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.274, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 690, precision: 0.198, predictive_accuracy: 0.4449, prior_entropy: 1, recall: 0.4449, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set monks-problems-2_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3301, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 169, precision: 0.2471, predictive_accuracy: 0.497, prior_entropy: 1, recall: 0.497, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0004, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 148, precision: 0.0002, predictive_accuracy: 0.0135, prior_entropy: 2, recall: 0.0135, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set heart-h
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4988, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.32, number_of_instances: 294, precision: 0.4089, predictive_accuracy: 0.6395, prior_entropy: 2.3219, recall: 0.6395, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set glass
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[build], line 15
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set yeast
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5457, f_measure: 0.2943, kappa: 0.1045, kb_relative_information_score: 120.6212, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.18, number_of_instances: 1484, precision: 0.4242, predictive_accuracy: 0.3652, prior_entropy: 3.3219, recall: 0.3652, relative_absolute_error: 0.9713, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.9785, run_cpu_time: 0.54,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.0799, number_of_instances: 226, precision: 0, predictive_accuracy: 0.0044, prior_entropy: 4.585, recall: 0.0044, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1998, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.6221, kappa: 0.6141, kb_relative_information_score: 3681.2333, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6727, predictive_accuracy: 0.629, prior_entropy: 4.7004, recall: 0.629, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.187, root_relative_squared_error: 0.9724, run_cpu_time: 3.94,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0001, predictive_accuracy: 0.0089, prior_entropy: 2.585, recall: 0.0089, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2222, f_measure: 0.0265, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0153, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3247, root_relative_squared_error: 1.0822, run_cpu_time: 2.52,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set kropt
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4642, f_measure: 0.0181, kb_relative_information_score: 1296.472, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.1049, number_of_instances: 28056, precision: 0.0099, predictive_accuracy: 0.0997, prior_entropy: 4.1699, recall: 0.0997, relative_absolute_error: 0.9889, root_mean_prior_squared_error: 0.2291, root_mean_squared_error: 0.3192, root_relative_squared_error: 1.3936, run_cpu_time: 0.76,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set splice
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3947, f_measure: 0.2548, kappa: 0.2033, kb_relative_information_score: -299.7627, mean_absolute_error: 0.5254, mean_prior_absolute_error: 0.4444, number_of_instances: 3190, precision: 0.1928, predictive_accuracy: 0.395, prior_entropy: 1.585, ram_hours: 0, recall: 0.395, relative_absolute_error: 1.1821, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.595, root_relative_squared_error: 1.2622, run_cpu_time: 2.62,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.8716, kappa: 0.7461, kb_relative_information_score: 406148.3223, mean_absolute_error: 0.2455, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8707, predictive_accuracy: 0.8736, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8736, relative_absolute_error: 0.7672, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.812, run_cpu_time: 10.2916,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5366, f_measure: 0.4285, kappa: 0.0943, kb_relative_information_score: 689933.9005, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.4821, predictive_accuracy: 0.4876, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4876, relative_absolute_error: 0.7689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.8948, run_cpu_time: 39.09,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.459, kappa: 0.315, kb_relative_information_score: 256903.1789, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.451, predictive_accuracy: 0.489, prior_entropy: 2.3219, ram_hours: 0, recall: 0.489, relative_absolute_error: 0.87, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3707, root_relative_squared_error: 0.9269, run_cpu_time: 9,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7288, f_measure: 0.459, kappa: 0.3143, kb_relative_information_score: 256822.4983, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4525, predictive_accuracy: 0.4886, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4886, relative_absolute_error: 0.87, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3709, root_relative_squared_error: 0.9272, run_cpu_time: 9.49,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8009, f_measure: 0.826, kappa: 0.628, kb_relative_information_score: 662848, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8356, predictive_accuracy: 0.8313, prior_entropy: 1, ram_hours: 0, recall: 0.8313, relative_absolute_error: 0.3372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.8206, run_cpu_time: 4.62,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.77, f_measure: 0.8124, kappa: 0.511, kb_relative_information_score: 358870.5677, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8098, predictive_accuracy: 0.8224, prior_entropy: 2.585, ram_hours: 0, recall: 0.8224, relative_absolute_error: 0.8177, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.8531, run_cpu_time: 21.7,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6328, f_measure: 0.4596, kappa: 0.1892, kb_relative_information_score: 12667.9376, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5151, predictive_accuracy: 0.4784, prior_entropy: 1.585, ram_hours: 0, recall: 0.4784, relative_absolute_error: 0.855, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4793, root_relative_squared_error: 1.0168, run_cpu_time: 0.71,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6875, f_measure: 0.7578, kappa: 0.4057, kb_relative_information_score: 538416, mean_absolute_error: 0.2308, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.758, predictive_accuracy: 0.7694, prior_entropy: 1, ram_hours: 0, recall: 0.7694, relative_absolute_error: 0.4616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4801, root_relative_squared_error: 0.9603, run_cpu_time: 10.2809,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[build], line 15
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7681, f_measure: 0.3188, kappa: 0.2531, kb_relative_information_score: 179052.814, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3214, predictive_accuracy: 0.321, prior_entropy: 3.4594, ram_hours: 0, recall: 0.321, relative_absolute_error: 0.9469, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.9649, run_cpu_time: 23.43,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.8748, kappa: 0.7462, kb_relative_information_score: 749908, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8749, predictive_accuracy: 0.875, prior_entropy: 1, ram_hours: 0, recall: 0.875, relative_absolute_error: 0.2501, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3533, root_relative_squared_error: 0.7065, run_cpu_time: 8.99,
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.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9728, kappa: 0.966, kb_relative_information_score: 382810.9416, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9728, predictive_accuracy: 0.9728, prior_entropy: 2.585, ram_hours: 0, recall: 0.9728, relative_absolute_error: 0.8025, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3109, root_relative_squared_error: 0.8343, run_cpu_time: 19.1385,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 205, prior_entropy: 2.8074, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set monks-problems-3_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3153, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 122, precision: 0.2339, predictive_accuracy: 0.4836, prior_entropy: 1, recall: 0.4836, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set liver-disorders
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2487, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 345, precision: 0.1766, predictive_accuracy: 0.4203, prior_entropy: 1, recall: 0.4203, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.72,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4302, f_measure: 0.3944, kappa: 0.0407, kb_relative_information_score: -196, mean_absolute_error: 0.5121, mean_prior_absolute_error: 0.5, number_of_instances: 8124, precision: 0.7555, predictive_accuracy: 0.5369, prior_entropy: 1, ram_hours: 0, recall: 0.5369, relative_absolute_error: 1.0241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6938, root_relative_squared_error: 1.3875, run_cpu_time: 0.2332,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4378, f_measure: 0.85, kb_relative_information_score: 117807.4787, mean_absolute_error: 0.2468, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.7714, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.8169, run_cpu_time: 2.2885,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.8865, kappa: 0.8737, kb_relative_information_score: 290079.1411, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.889, predictive_accuracy: 0.8863, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8863, relative_absolute_error: 0.8938, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.9109, run_cpu_time: 74.49,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.8958, kappa: 0.8845, kb_relative_information_score: 290515.0803, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8962, predictive_accuracy: 0.8961, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8961, relative_absolute_error: 0.8936, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.9107, run_cpu_time: 75.29,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.8522, kappa: 0.8358, kb_relative_information_score: 282320.6389, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8535, predictive_accuracy: 0.8523, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8523, relative_absolute_error: 0.8974, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2742, root_relative_squared_error: 0.9139, run_cpu_time: 31.45,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.9231, kappa: 0.8122, kb_relative_information_score: 373910.2371, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9215, predictive_accuracy: 0.9256, prior_entropy: 2.585, ram_hours: 0, recall: 0.9256, relative_absolute_error: 0.8081, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3138, root_relative_squared_error: 0.8419, run_cpu_time: 22.57,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.7865, kappa: 0.6786, kb_relative_information_score: 488162.9838, mean_absolute_error: 0.2738, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.7885, predictive_accuracy: 0.7858, prior_entropy: 1.585, ram_hours: 0, recall: 0.7858, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.7482, run_cpu_time: 22.89,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7596, f_measure: 0.7683, kappa: 0.5232, kb_relative_information_score: 539170, mean_absolute_error: 0.2304, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7683, predictive_accuracy: 0.7695, prior_entropy: 1, ram_hours: 0, recall: 0.7695, relative_absolute_error: 0.4608, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4798, root_relative_squared_error: 0.9595, run_cpu_time: 29.5523,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.7869, kappa: 0.5716, kb_relative_information_score: 575060, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7876, predictive_accuracy: 0.7875, prior_entropy: 1, ram_hours: 0, recall: 0.7875, relative_absolute_error: 0.4249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4607, root_relative_squared_error: 0.9213, run_cpu_time: 26.05,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8723, kappa: 0.8091, kb_relative_information_score: 547909.2597, mean_absolute_error: 0.2519, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8726, predictive_accuracy: 0.8727, prior_entropy: 1.585, ram_hours: 0, recall: 0.8727, relative_absolute_error: 0.5668, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.6822, run_cpu_time: 17.6759,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8009, f_measure: 0.826, kappa: 0.628, kb_relative_information_score: 662836, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8356, predictive_accuracy: 0.8313, prior_entropy: 1, ram_hours: 0, recall: 0.8313, relative_absolute_error: 0.3372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.8206, run_cpu_time: 4.71,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7645, f_measure: 0.7913, kappa: 0.5317, kb_relative_information_score: 583488, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7907, predictive_accuracy: 0.7919, prior_entropy: 1, ram_hours: 0, recall: 0.7919, relative_absolute_error: 0.4165, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4561, root_relative_squared_error: 0.9122, run_cpu_time: 21.74,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8249, f_measure: 0.4084, kappa: 0.3569, kb_relative_information_score: 202069.7765, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4086, predictive_accuracy: 0.4153, prior_entropy: 3.4594, ram_hours: 0, recall: 0.4153, relative_absolute_error: 0.9364, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.274, root_relative_squared_error: 0.9533, run_cpu_time: 31.62,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.503, f_measure: 0.4388, kappa: 0.0069, kb_relative_information_score: 6814, mean_absolute_error: 0.4248, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5405, predictive_accuracy: 0.5751, prior_entropy: 1, ram_hours: 0, recall: 0.5751, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6475, root_relative_squared_error: 1.2951, run_cpu_time: 0.35,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, f_measure: 0.8622, kappa: 0.7272, kb_relative_information_score: 404492.4018, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8613, predictive_accuracy: 0.8642, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8642, relative_absolute_error: 0.7684, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.8134, run_cpu_time: 12.19,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8327, f_measure: 0.8334, kappa: 0.6652, kb_relative_information_score: 666968, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8334, predictive_accuracy: 0.8335, prior_entropy: 1, ram_hours: 0, recall: 0.8335, relative_absolute_error: 0.333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4078, root_relative_squared_error: 0.8155, run_cpu_time: 28.93,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5434, f_measure: 0.427, kappa: 0.019, kb_relative_information_score: 205644.7185, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.4406, predictive_accuracy: 0.4542, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4542, relative_absolute_error: 0.9107, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9405, run_cpu_time: 13.98,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8286, kappa: 0.7973, kb_relative_information_score: 328398.584, mean_absolute_error: 0.2079, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8371, predictive_accuracy: 0.8262, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8262, relative_absolute_error: 0.8488, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3069, root_relative_squared_error: 0.8771, run_cpu_time: 22.06,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.766, f_measure: 0.6375, kappa: 0.4575, kb_relative_information_score: 33341.388, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.631, predictive_accuracy: 0.6644, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6644, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3132, root_relative_squared_error: 0.8952, run_cpu_time: 2.99,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.5794, kappa: 0.4553, kb_relative_information_score: 278431.24, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5802, predictive_accuracy: 0.5829, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5829, relative_absolute_error: 0.876, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3176, root_relative_squared_error: 0.9076, run_cpu_time: 14.8073,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.4029, kappa: 0.383, kb_relative_information_score: 164098.939, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4275, predictive_accuracy: 0.4068, prior_entropy: 4.7004, ram_hours: 0, recall: 0.4068, relative_absolute_error: 0.9715, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.9781, run_cpu_time: 66.76,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set molecular-biology_promoters
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1034, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 106, precision: 0.0649, predictive_accuracy: 0.2547, prior_entropy: 2, recall: 0.2547, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set ecoli
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2541, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.2188, number_of_instances: 336, precision: 0.1811, predictive_accuracy: 0.4256, prior_entropy: 3, recall: 0.4256, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3307, root_mean_squared_error: 0.3307, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7395, f_measure: 0.4569, kappa: 0.308, kb_relative_information_score: 262839.2755, mean_absolute_error: 0.2765, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4569, predictive_accuracy: 0.4839, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4839, relative_absolute_error: 0.8642, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3684, root_relative_squared_error: 0.921, run_cpu_time: 8.91,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.9372, kappa: 0.8625, kb_relative_information_score: 874790, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9371, predictive_accuracy: 0.9372, prior_entropy: 1, ram_hours: 0, recall: 0.9372, relative_absolute_error: 0.1252, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2497, root_relative_squared_error: 0.4994, run_cpu_time: 10.31,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7359, f_measure: 0.3715, kappa: 0.2982, kb_relative_information_score: 175627.0863, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3842, predictive_accuracy: 0.3684, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3684, relative_absolute_error: 0.9469, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.9675, run_cpu_time: 23.5,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.8818, kappa: 0.7785, kb_relative_information_score: 461509.6784, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8823, predictive_accuracy: 0.8819, prior_entropy: 2, ram_hours: 0, recall: 0.8819, relative_absolute_error: 0.6962, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3287, root_relative_squared_error: 0.759, run_cpu_time: 12.57,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5021, f_measure: 0.2231, kappa: 0.0026, kb_relative_information_score: 140255.4827, mean_absolute_error: 0.3071, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.222, predictive_accuracy: 0.2556, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2556, relative_absolute_error: 0.9598, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4078, root_relative_squared_error: 1.0194, run_cpu_time: 9.69,
Jan van Rijn 11 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,