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Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5029, f_measure: 0.224, kappa: 0.0005, kb_relative_information_score: 122077.2507, mean_absolute_error: 0.3106, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2272, predictive_accuracy: 0.2224, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2224, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.535, root_relative_squared_error: 1.3375, run_cpu_time: 10.26,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.5668, kappa: 0.1667, kb_relative_information_score: 11912.585, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6653, predictive_accuracy: 0.631, prior_entropy: 1, ram_hours: 0, recall: 0.631, relative_absolute_error: 0.7369, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5987, root_relative_squared_error: 1.1975, run_cpu_time: 0.28,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.5853, kappa: 0.4557, kb_relative_information_score: 449595.1996, mean_absolute_error: 0.2413, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5868, predictive_accuracy: 0.5914, prior_entropy: 2, ram_hours: 0, recall: 0.5914, relative_absolute_error: 0.6435, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3861, root_relative_squared_error: 0.8916, run_cpu_time: 12.31,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.8799, f_measure: 0.8351, kappa: 0.647, kb_relative_information_score: 786865.8718, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8353, predictive_accuracy: 0.8351, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8351, relative_absolute_error: 0.2735, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.5707, run_cpu_time: 9.02,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9676, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9571, predictive_accuracy: 0.9783, prior_entropy: 1, recall: 0.9783, 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_J48(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, 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: 0.01,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.6228, f_measure: 0.7148, kappa: 0.2866, kb_relative_information_score: 301077.8737, mean_absolute_error: 0.3703, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7398, predictive_accuracy: 0.7514, prior_entropy: 1, ram_hours: 0, recall: 0.7514, relative_absolute_error: 0.7407, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.436, root_relative_squared_error: 0.8721, run_cpu_time: 6.57,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.8256, kappa: 0.6276, kb_relative_information_score: 544392.7465, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8308, predictive_accuracy: 0.8295, prior_entropy: 1, ram_hours: 0, recall: 0.8295, relative_absolute_error: 0.4904, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.7633, run_cpu_time: 6.98,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9355, kappa: 0.8708, kb_relative_information_score: 824862.1781, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9357, predictive_accuracy: 0.9354, prior_entropy: 1, ram_hours: 0, recall: 0.9354, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2419, root_relative_squared_error: 0.4838, run_cpu_time: 10.19,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6454, f_measure: 0.4843, kappa: 0.204, kb_relative_information_score: 11150.7605, mean_absolute_error: 0.3883, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4881, predictive_accuracy: 0.482, prior_entropy: 1.585, ram_hours: 0, recall: 0.482, relative_absolute_error: 0.8737, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4624, root_relative_squared_error: 0.9809, run_cpu_time: 0.63,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.6256, kappa: 0.5199, kb_relative_information_score: 591485.0539, mean_absolute_error: 0.1198, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.623, predictive_accuracy: 0.6298, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6298, relative_absolute_error: 0.4891, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2952, root_relative_squared_error: 0.8437, run_cpu_time: 13.86,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, f_measure: 0.8645, kappa: 0.7291, kb_relative_information_score: 664187.7445, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8649, predictive_accuracy: 0.8645, prior_entropy: 1, ram_hours: 0, recall: 0.8645, relative_absolute_error: 0.3552, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.691, run_cpu_time: 10.54,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.818, f_measure: 0.5874, kappa: 0.5426, kb_relative_information_score: 575516.7241, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5904, predictive_accuracy: 0.5883, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5883, relative_absolute_error: 0.5071, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.8616, run_cpu_time: 23.57,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.772, kappa: 0.754, kb_relative_information_score: 770762.8413, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.7862, predictive_accuracy: 0.7756, prior_entropy: 4.2479, ram_hours: 0, recall: 0.7756, relative_absolute_error: 0.3013, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.6309, run_cpu_time: 22.81,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4319, f_measure: 0.0295, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0173, 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: 0.3766, root_relative_squared_error: 1.2552, run_cpu_time: 0.5797,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 41
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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, ram_hours: 0, 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: 0.02,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set splice
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4216, f_measure: 0.2742, kappa: 0.1958, kb_relative_information_score: -161.6178, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4444, number_of_instances: 3190, precision: 0.217, predictive_accuracy: 0.3893, prior_entropy: 1.585, ram_hours: 0, recall: 0.3893, relative_absolute_error: 1.1233, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6418, root_relative_squared_error: 1.3615, run_cpu_time: 0.0887,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4242, kappa: -0, kb_relative_information_score: 36317.1429, mean_absolute_error: 0.4863, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5084, predictive_accuracy: 0.5779, prior_entropy: 1, ram_hours: 0, recall: 0.5779, relative_absolute_error: 0.9727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.494, root_relative_squared_error: 0.9879, run_cpu_time: 13.9904,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set braziltourism
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6725, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 412, precision: 0.5957, predictive_accuracy: 0.7718, prior_entropy: 2.8074, ram_hours: 0, recall: 0.7718, 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: 0.0057,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set monks-problems-1_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, ram_hours: 0, 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, run_cpu_time: 0.0035,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set monks-problems-2_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, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.09,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.6145, kappa: 0.5963, kb_relative_information_score: 12397.3271, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.636, predictive_accuracy: 0.6119, prior_entropy: 4.7004, ram_hours: 0, recall: 0.6119, relative_absolute_error: 0.4261, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.8121, run_cpu_time: 0.4938,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4394, f_measure: 0.0281, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0164, 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: 0.3776, root_relative_squared_error: 1.2587, run_cpu_time: 0.2643,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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, ram_hours: 0, 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, run_cpu_time: 0.006,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set page-blocks
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.913, kappa: 0.5355, kb_relative_information_score: 4148.5254, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.32, number_of_instances: 5473, precision: 0.9154, predictive_accuracy: 0.9207, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9207, relative_absolute_error: 0.2484, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.221, root_relative_squared_error: 0.5526, run_cpu_time: 0.0503,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.0344,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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, ram_hours: 0, 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: 0.2956,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5604, f_measure: 0.1521, kappa: 0.0635, kb_relative_information_score: 684.0052, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.0666, number_of_instances: 4177, precision: 0.1941, predictive_accuracy: 0.1281, prior_entropy: 4.858, ram_hours: 0, recall: 0.1281, relative_absolute_error: 0.9084, root_mean_prior_squared_error: 0.1825, root_mean_squared_error: 0.206, root_relative_squared_error: 1.129, run_cpu_time: 0.1922,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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, ram_hours: 0, 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: 0.0179,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8979, kappa: 0.8739, kb_relative_information_score: 872933.9536, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8979, predictive_accuracy: 0.8993, prior_entropy: 2.585, ram_hours: 0, recall: 0.8993, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.4644, run_cpu_time: 11.2144,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0961, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.32, number_of_instances: 736, precision: 0.0598, predictive_accuracy: 0.2446, prior_entropy: 2.3219, recall: 0.2446, 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: 0.25,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set vote
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4669, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 435, precision: 0.3767, predictive_accuracy: 0.6138, prior_entropy: 1, recall: 0.6138, 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: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.28,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.0037,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.6562, kappa: 0.481, kb_relative_information_score: 2498.6575, mean_absolute_error: 0.2364, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.6847, predictive_accuracy: 0.6546, prior_entropy: 1.585, recall: 0.6546, relative_absolute_error: 0.5319, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4257, root_relative_squared_error: 0.9029, run_cpu_time: 0.6,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(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, 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,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.817, kappa: 0.7883, kb_relative_information_score: 8791.4243, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.8417, predictive_accuracy: 0.8096, prior_entropy: 3.3219, recall: 0.8096, relative_absolute_error: 0.2181, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.5513, run_cpu_time: 0.3,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(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_J48(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,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(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,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.18,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, 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_J48(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: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(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_J48(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, 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: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set labor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1823, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 57, precision: 0.1231, predictive_accuracy: 0.3509, prior_entropy: 1, recall: 0.3509, 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_J48(1) on task Supervised Data Stream Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2907, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 625, precision: 0.2123, predictive_accuracy: 0.4608, prior_entropy: 1.585, recall: 0.4608, 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_J48(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, 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,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set cmc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5608, f_measure: 0.3699, kappa: 0.061, kb_relative_information_score: 117.3805, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4444, number_of_instances: 1473, precision: 0.4186, predictive_accuracy: 0.4399, prior_entropy: 1.585, recall: 0.4399, relative_absolute_error: 0.945, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4792, root_relative_squared_error: 1.0166, run_cpu_time: 0.11,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4324, f_measure: 0.0262, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0151, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3717, root_relative_squared_error: 1.2391, run_cpu_time: 0.4,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.7094, kappa: 0.4158, kb_relative_information_score: 417228.6904, mean_absolute_error: 0.2923, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7106, predictive_accuracy: 0.7107, prior_entropy: 1, ram_hours: 0, recall: 0.7107, relative_absolute_error: 0.5846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.0486, run_cpu_time: 19.7,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.02,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8955, kappa: 0.8641, kb_relative_information_score: 880130.6518, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9004, predictive_accuracy: 0.896, prior_entropy: 2.8074, ram_hours: 0, recall: 0.896, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.4489, run_cpu_time: 10.71,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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_J48(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.6538, kappa: 0.6162, kb_relative_information_score: 632473.8528, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6557, predictive_accuracy: 0.6546, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6546, relative_absolute_error: 0.4319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.246, root_relative_squared_error: 0.8199, run_cpu_time: 28.8,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6255, f_measure: 0.6128, kappa: 0.2279, kb_relative_information_score: 563196.7738, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6153, predictive_accuracy: 0.6139, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6139, relative_absolute_error: 0.4884, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3716, root_relative_squared_error: 0.9289, run_cpu_time: 8.59,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9508, kappa: 0.8965, kb_relative_information_score: 114101.1786, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9511, predictive_accuracy: 0.9507, prior_entropy: 1, ram_hours: 0, recall: 0.9507, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.4143, run_cpu_time: 0.83,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7291, f_measure: 0.7245, kappa: 0.4479, kb_relative_information_score: 400224.6506, mean_absolute_error: 0.3072, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7259, predictive_accuracy: 0.7242, prior_entropy: 1, ram_hours: 0, recall: 0.7242, relative_absolute_error: 0.6143, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, run_cpu_time: 25.09,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6773, f_measure: 0.3487, kappa: 0.2838, kb_relative_information_score: 348449.9406, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3506, predictive_accuracy: 0.3489, prior_entropy: 3.4594, ram_hours: 0, recall: 0.3489, relative_absolute_error: 0.7373, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3144, root_relative_squared_error: 1.0935, run_cpu_time: 10.4608,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.8809, kappa: 0.6416, kb_relative_information_score: 722628.4769, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8822, predictive_accuracy: 0.8798, prior_entropy: 1, ram_hours: 0, recall: 0.8798, relative_absolute_error: 0.2901, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3288, root_relative_squared_error: 0.6576, run_cpu_time: 7.8594,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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_J48(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.8857, kappa: 0.8506, kb_relative_information_score: 853385.8429, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8902, predictive_accuracy: 0.8856, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8856, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.4723, run_cpu_time: 9.0006,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7263, f_measure: 0.5429, kappa: 0.4063, kb_relative_information_score: 471767.9475, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.547, predictive_accuracy: 0.5552, prior_entropy: 2, ram_hours: 0, recall: 0.5552, relative_absolute_error: 0.6145, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.426, root_relative_squared_error: 0.9838, run_cpu_time: 10.2804,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8768, f_measure: 0.8655, kappa: 0.7281, kb_relative_information_score: 654655.5182, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8658, predictive_accuracy: 0.8654, prior_entropy: 1, ram_hours: 0, recall: 0.8654, relative_absolute_error: 0.3697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3391, root_relative_squared_error: 0.6782, run_cpu_time: 11.54,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6118, f_measure: 0.6756, kappa: 0.2771, kb_relative_information_score: 458.4655, mean_absolute_error: 0.2829, mean_prior_absolute_error: 0.375, number_of_instances: 1728, precision: 0.6368, predictive_accuracy: 0.7419, prior_entropy: 2, ram_hours: 0, recall: 0.7419, relative_absolute_error: 0.7544, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.9415, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.885, f_measure: 0.643, kappa: 0.5278, kb_relative_information_score: 1233.4218, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.8497, predictive_accuracy: 0.5952, prior_entropy: 2.8074, recall: 0.5952, relative_absolute_error: 0.4713, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.7062, run_cpu_time: 0.28,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4294, f_measure: 0.0294, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0172, 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: 0.3747, root_relative_squared_error: 1.249, run_cpu_time: 0.3545,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8003, f_measure: 0.6721, kappa: 0.5785, kb_relative_information_score: 621246.2052, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.673, predictive_accuracy: 0.6757, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6757, relative_absolute_error: 0.4295, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.8541, run_cpu_time: 10.8,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.7429, kappa: 0.6142, kb_relative_information_score: 632639.4016, mean_absolute_error: 0.1819, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.744, predictive_accuracy: 0.7428, prior_entropy: 1.585, ram_hours: 0, recall: 0.7428, relative_absolute_error: 0.4092, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.854, run_cpu_time: 14.9562,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.6806, f_measure: 0.7169, kappa: 0.31, kb_relative_information_score: 340269.13, mean_absolute_error: 0.3444, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.713, predictive_accuracy: 0.7265, prior_entropy: 1, ram_hours: 0, recall: 0.7265, relative_absolute_error: 0.6887, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4594, root_relative_squared_error: 0.9188, run_cpu_time: 10.21,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.8386, kappa: 0.65, kb_relative_information_score: 555904.9939, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8406, predictive_accuracy: 0.8414, prior_entropy: 1, ram_hours: 0, recall: 0.8414, relative_absolute_error: 0.4815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.365, root_relative_squared_error: 0.73, run_cpu_time: 10.52,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8404, f_measure: 0.8635, kappa: 0.5901, kb_relative_information_score: 694598.9309, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8646, predictive_accuracy: 0.8625, prior_entropy: 1, ram_hours: 0, recall: 0.8625, relative_absolute_error: 0.315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.6657, run_cpu_time: 8.41,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.8373, kappa: 0.6704, kb_relative_information_score: 590374.888, mean_absolute_error: 0.2175, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8373, predictive_accuracy: 0.8376, prior_entropy: 1, ram_hours: 0, recall: 0.8376, relative_absolute_error: 0.435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.7411, run_cpu_time: 9.82,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.57, f_measure: 0.5787, kappa: 0.1602, kb_relative_information_score: 132523.453, mean_absolute_error: 0.4442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6902, predictive_accuracy: 0.6532, prior_entropy: 1, ram_hours: 0, recall: 0.6532, relative_absolute_error: 0.8885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4768, root_relative_squared_error: 0.9535, run_cpu_time: 23.54,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8353, f_measure: 0.7309, kappa: 0.6518, kb_relative_information_score: 678887.1386, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7314, predictive_accuracy: 0.7311, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7311, relative_absolute_error: 0.3682, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.7832, run_cpu_time: 8.88,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.8343, kappa: 0.8083, kb_relative_information_score: 801514.3079, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8393, predictive_accuracy: 0.8357, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8357, relative_absolute_error: 0.2625, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.5496, run_cpu_time: 16.98,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7938, f_measure: 0.4203, kappa: 0.4046, kb_relative_information_score: 463151.5551, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4365, predictive_accuracy: 0.4276, prior_entropy: 4.7004, ram_hours: 0, recall: 0.4276, relative_absolute_error: 0.6855, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.9312, run_cpu_time: 22.4,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.8015, kappa: 0.7807, kb_relative_information_score: 780282.7388, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8063, predictive_accuracy: 0.8027, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8027, relative_absolute_error: 0.2783, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.6105, run_cpu_time: 12.87,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.637, f_measure: 0.5561, kappa: 0.298, kb_relative_information_score: 322580.3627, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5247, predictive_accuracy: 0.5922, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5922, relative_absolute_error: 0.4911, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3338, root_relative_squared_error: 0.954, run_cpu_time: 9.8,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5039, f_measure: 0.9102, kappa: 0.015, kb_relative_information_score: 822671.5848, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9225, predictive_accuracy: 0.939, prior_entropy: 1, ram_hours: 0, recall: 0.939, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.481, run_cpu_time: 9.95,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7397, f_measure: 0.7433, kappa: 0.4866, kb_relative_information_score: 693940.7088, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7433, predictive_accuracy: 0.7433, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7433, relative_absolute_error: 0.3532, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.7573, run_cpu_time: 9.57,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.9336, kappa: 0.8552, kb_relative_information_score: 813450.5458, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9334, prior_entropy: 1, ram_hours: 0, recall: 0.9334, relative_absolute_error: 0.2032, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.4915, run_cpu_time: 10.68,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8255, f_measure: 0.5978, kappa: 0.5536, kb_relative_information_score: 586862.4787, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5986, predictive_accuracy: 0.5982, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5982, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.8717, run_cpu_time: 32.94,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.9194, kappa: 0.8225, kb_relative_information_score: 789354.7697, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9195, predictive_accuracy: 0.9199, prior_entropy: 1, ram_hours: 0, recall: 0.9199, relative_absolute_error: 0.2281, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5512, run_cpu_time: 4.2794,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, 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_J48(1) on task Supervised Data Stream Classification on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4422, f_measure: 0.0329, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0197, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3778, root_relative_squared_error: 1.2593, run_cpu_time: 0.86,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(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, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set hepatitis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0707, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 155, precision: 0.0426, predictive_accuracy: 0.2065, prior_entropy: 1, recall: 0.2065, 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_J48(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: 0.8165, f_measure: 0.7117, kappa: 0.5709, kb_relative_information_score: 557596.6544, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.7132, predictive_accuracy: 0.7138, prior_entropy: 1.585, ram_hours: 0, recall: 0.7138, relative_absolute_error: 0.505, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3996, root_relative_squared_error: 0.8477, run_cpu_time: 16.88,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, f_measure: 0.3539, kappa: 0.2817, kb_relative_information_score: 324659.6654, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3614, predictive_accuracy: 0.3536, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3536, relative_absolute_error: 0.7492, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3293, root_relative_squared_error: 1.0976, run_cpu_time: 12.77,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8987, kappa: 0.7544, kb_relative_information_score: 880085.8658, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8977, predictive_accuracy: 0.9014, prior_entropy: 2.585, ram_hours: 0, recall: 0.9014, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.4494, run_cpu_time: 14.64,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7522, f_measure: 0.4147, kappa: 0.3624, kb_relative_information_score: 429389.8999, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4203, predictive_accuracy: 0.4204, prior_entropy: 3.4594, ram_hours: 0, recall: 0.4204, relative_absolute_error: 0.6822, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.9856, run_cpu_time: 11.42,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9749, kappa: 0.9497, kb_relative_information_score: 930323.1591, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, ram_hours: 0, recall: 0.9749, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.3101, run_cpu_time: 6.85,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(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: 0.8442, f_measure: 0.8206, kappa: 0.6436, kb_relative_information_score: 762266.3105, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.821, predictive_accuracy: 0.8235, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8235, relative_absolute_error: 0.3014, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2419, root_relative_squared_error: 0.6047, run_cpu_time: 9.03,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, f_measure: 0.8981, kappa: 0.4668, kb_relative_information_score: 258104.8733, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.895, predictive_accuracy: 0.9137, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9137, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.422, run_cpu_time: 2.76,
Jan van Rijn 11 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 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4899, f_measure: 0.2148, kappa: -0.0045, kb_relative_information_score: 117115.7885, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.391, predictive_accuracy: 0.1759, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1759, relative_absolute_error: 0.9195, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3927, root_relative_squared_error: 1.3091, run_cpu_time: 7.12,