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Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.5, f_measure: 0.022, kb_relative_information_score: 20056.7042, mean_absolute_error: 0.2965, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0122, predictive_accuracy: 0.1106, prior_entropy: 2.585, ram_hours: 0, recall: 0.1106, relative_absolute_error: 1.0673, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.461, run_cpu_time: 15.08,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.022, kb_relative_information_score: 20056.7042, mean_absolute_error: 0.2965, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0122, predictive_accuracy: 0.1106, prior_entropy: 2.585, ram_hours: 0, recall: 0.1106, relative_absolute_error: 1.0673, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.461, run_cpu_time: 15.56,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0.0001, kb_relative_information_score: 448801.5013, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3101, predictive_accuracy: 0.5435, prior_entropy: 2, ram_hours: 0, recall: 0.5435, relative_absolute_error: 0.6086, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4777, root_relative_squared_error: 1.1033, run_cpu_time: 7.66,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.6112, f_measure: 0.7055, kappa: 0.2634, kb_relative_information_score: 480086, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7207, predictive_accuracy: 0.74, prior_entropy: 1, ram_hours: 0, recall: 0.74, relative_absolute_error: 0.5199, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0197, run_cpu_time: 4.87,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kb_relative_information_score: -61154.9109, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0167, prior_entropy: 2.8074, ram_hours: 0, recall: 0.0167, relative_absolute_error: 1.1471, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5147, run_cpu_time: 10.27,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.5528, f_measure: 0.117, kappa: 0.1056, kb_relative_information_score: 158101.4289, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1104, predictive_accuracy: 0.1949, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1949, relative_absolute_error: 0.8945, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4013, root_relative_squared_error: 1.3375, run_cpu_time: 29.77,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.918, kappa: 0.8189, kb_relative_information_score: 838532, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9203, predictive_accuracy: 0.9193, prior_entropy: 1, ram_hours: 0, recall: 0.9193, relative_absolute_error: 0.1615, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.5683, run_cpu_time: 6.94,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5628, f_measure: 0.1472, kappa: 0.1204, kb_relative_information_score: 138600.0978, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1439, predictive_accuracy: 0.2182, prior_entropy: 2.585, ram_hours: 0, recall: 0.2182, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5105, root_relative_squared_error: 1.3698, run_cpu_time: 5.69,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.5428, f_measure: 0.1044, kappa: 0.0856, kb_relative_information_score: 139041.4529, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1051, predictive_accuracy: 0.1767, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1767, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.3526, run_cpu_time: 26.28,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0028, kb_relative_information_score: 26830.4061, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0384, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0384, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4143, run_cpu_time: 11.03,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.564, f_measure: 0.149, kappa: 0.1227, kb_relative_information_score: 140939.1249, mean_absolute_error: 0.2599, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1453, predictive_accuracy: 0.2203, prior_entropy: 2.585, ram_hours: 0, recall: 0.2203, relative_absolute_error: 0.9357, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5098, root_relative_squared_error: 1.368, run_cpu_time: 5.81,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5201, f_measure: 0.1543, kappa: 0.033, kb_relative_information_score: -562.0661, mean_absolute_error: 0.4919, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3806, predictive_accuracy: 0.2622, prior_entropy: 1.585, ram_hours: 0, recall: 0.2622, relative_absolute_error: 1.1068, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.7014, root_relative_squared_error: 1.4878, run_cpu_time: 0.25,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.574, f_measure: 0.5847, kappa: 0.1483, kb_relative_information_score: 170188, mean_absolute_error: 0.4149, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5843, predictive_accuracy: 0.5851, prior_entropy: 1, ram_hours: 0, recall: 0.5851, relative_absolute_error: 0.8298, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6441, root_relative_squared_error: 1.2883, run_cpu_time: 15.11,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8953, kappa: 0.7901, kb_relative_information_score: 790978, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8964, predictive_accuracy: 0.8955, prior_entropy: 1, ram_hours: 0, recall: 0.8955, relative_absolute_error: 0.209, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.6466, run_cpu_time: 9.09,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.8855, kappa: 0.0026, kb_relative_information_score: 906507.8608, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8549, predictive_accuracy: 0.9226, prior_entropy: 2, ram_hours: 0, recall: 0.9226, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.4544, run_cpu_time: 8.96,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.9132, kappa: 0.8261, kb_relative_information_score: 826708, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9144, predictive_accuracy: 0.9134, prior_entropy: 1, ram_hours: 0, recall: 0.9134, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.5887, run_cpu_time: 6.24,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.8334, f_measure: 0.8483, kappa: 0.676, kb_relative_information_score: 831103.3691, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.846, predictive_accuracy: 0.8517, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8517, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2436, root_relative_squared_error: 0.609, run_cpu_time: 6.67,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.8606, f_measure: 0.8623, kappa: 0.7213, kb_relative_information_score: 724648, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8623, predictive_accuracy: 0.8623, prior_entropy: 1, ram_hours: 0, recall: 0.8623, relative_absolute_error: 0.2754, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.371, root_relative_squared_error: 0.7421, run_cpu_time: 6.94,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5365, f_measure: 0.1207, kappa: 0.0731, kb_relative_information_score: 143261.8871, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1416, predictive_accuracy: 0.2061, prior_entropy: 2.8074, ram_hours: 0, recall: 0.2061, relative_absolute_error: 0.9262, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4763, root_relative_squared_error: 1.361, run_cpu_time: 9.84,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8162, f_measure: 0.853, kappa: 0.6742, kb_relative_information_score: 718680, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.868, predictive_accuracy: 0.8593, prior_entropy: 1, ram_hours: 0, recall: 0.8593, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.375, root_relative_squared_error: 0.7501, run_cpu_time: 14.2,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.651, f_measure: 0.7366, kappa: 0.3471, kb_relative_information_score: 522446, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7493, predictive_accuracy: 0.7612, prior_entropy: 1, ram_hours: 0, recall: 0.7612, relative_absolute_error: 0.4776, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4886, root_relative_squared_error: 0.9773, run_cpu_time: 9.12,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9091, kb_relative_information_score: 877522, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.9388, prior_entropy: 1, ram_hours: 0, recall: 0.9388, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.4949, run_cpu_time: 9.2,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5503, f_measure: 0.1137, kappa: 0.1009, kb_relative_information_score: 154689.1222, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1077, predictive_accuracy: 0.1917, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1917, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4021, root_relative_squared_error: 1.3403, run_cpu_time: 27.09,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8342, f_measure: 0.8519, kappa: 0.68, kb_relative_information_score: 706642, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8522, predictive_accuracy: 0.8533, prior_entropy: 1, ram_hours: 0, recall: 0.8533, relative_absolute_error: 0.2934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766, run_cpu_time: 9.54,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.8899, kappa: 0.6521, kb_relative_information_score: 791580, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.892, predictive_accuracy: 0.8958, prior_entropy: 1, ram_hours: 0, recall: 0.8958, relative_absolute_error: 0.2084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.6456, run_cpu_time: 7.12,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.5069, f_measure: 0.8516, kappa: 0.0166, kb_relative_information_score: 261117.4756, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8235, predictive_accuracy: 0.8985, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8985, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.5038, run_cpu_time: 1.71,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6815, f_measure: 0.3673, kappa: 0.3295, kb_relative_information_score: 415368.8163, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.3428, predictive_accuracy: 0.4694, prior_entropy: 2.585, ram_hours: 0, recall: 0.4694, relative_absolute_error: 0.6368, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4206, root_relative_squared_error: 1.1285, run_cpu_time: 8.98,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.4229, kappa: 0.0016, kb_relative_information_score: 6866, mean_absolute_error: 0.4242, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5716, predictive_accuracy: 0.5758, prior_entropy: 1, ram_hours: 0, recall: 0.5758, relative_absolute_error: 0.8485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6513, root_relative_squared_error: 1.3027, run_cpu_time: 0.23,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set colic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5165, f_measure: 0.5571, kappa: 0.0345, kb_relative_information_score: 52, mean_absolute_error: 0.4293, mean_prior_absolute_error: 0.5, number_of_instances: 368, precision: 0.5507, predictive_accuracy: 0.5707, prior_entropy: 1, recall: 0.5707, relative_absolute_error: 0.8587, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6552, root_relative_squared_error: 1.3105, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set braziltourism
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8856, kappa: 0.7649, kb_relative_information_score: 374.2274, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2449, number_of_instances: 412, precision: 0.8629, predictive_accuracy: 0.915, prior_entropy: 2.8074, recall: 0.915, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1558, root_relative_squared_error: 0.4452, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set monks-problems-2_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4441, f_measure: 0.442, kappa: -0.1117, kb_relative_information_score: -19, mean_absolute_error: 0.5562, mean_prior_absolute_error: 0.5, number_of_instances: 169, precision: 0.4434, predictive_accuracy: 0.4438, prior_entropy: 1, recall: 0.4438, relative_absolute_error: 1.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7458, root_relative_squared_error: 1.4916,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(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: 0.017, kb_relative_information_score: 54.2273, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.0385, 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: 0.4066, root_relative_squared_error: 1.4142, run_cpu_time: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5328, f_measure: 0.1054, kappa: 0.0657, kb_relative_information_score: 313.4471, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.1011, predictive_accuracy: 0.1991, prior_entropy: 2.8074, recall: 0.1991, relative_absolute_error: 0.9343, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4784, root_relative_squared_error: 1.367, run_cpu_time: 0.06,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set heart-h
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9932, kappa: 0.9852, kb_relative_information_score: 291.7227, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.32, number_of_instances: 294, precision: 0.9933, predictive_accuracy: 0.9932, prior_entropy: 2.3219, recall: 0.9932, relative_absolute_error: 0.0085, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.0522, root_relative_squared_error: 0.1304, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set ionosphere
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5829, f_measure: 0.6232, kappa: 0.2016, kb_relative_information_score: 139, mean_absolute_error: 0.302, mean_prior_absolute_error: 0.5, number_of_instances: 351, precision: 0.7662, predictive_accuracy: 0.698, prior_entropy: 1, recall: 0.698, relative_absolute_error: 0.604, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5495, root_relative_squared_error: 1.0991, run_cpu_time: 0.02,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1046, kappa: -0, kb_relative_information_score: 102061.2848, mean_absolute_error: 0.3718, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0657, predictive_accuracy: 0.2564, prior_entropy: 2, ram_hours: 0, recall: 0.2564, relative_absolute_error: 0.9915, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6098, root_relative_squared_error: 1.4082, run_cpu_time: 9,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, ram_hours: 0, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437, run_cpu_time: 9.92,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5108, f_measure: 0.05, kappa: 0.0215, kb_relative_information_score: 79005.5611, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0928, predictive_accuracy: 0.1193, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1193, relative_absolute_error: 0.9786, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4197, root_relative_squared_error: 1.399, run_cpu_time: 7.08,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, ram_hours: 0, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437, run_cpu_time: 6.04,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kappa: 0, kb_relative_information_score: 54847.7494, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.091, predictive_accuracy: 0.091, prior_entropy: 3.4594, ram_hours: 0, recall: 0.091, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.4142, run_cpu_time: 7.45,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.8462, kappa: 0.6714, kb_relative_information_score: 699882, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8531, predictive_accuracy: 0.8499, prior_entropy: 1, ram_hours: 0, recall: 0.8499, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.7747, run_cpu_time: 3.86,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5103, f_measure: 0.0252, kappa: 0.0205, kb_relative_information_score: 31853.986, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0295, predictive_accuracy: 0.0493, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0493, relative_absolute_error: 1.0035, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3163, root_relative_squared_error: 1.4167, run_cpu_time: 14.56,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.8274, f_measure: 0.8266, kappa: 0.6562, kb_relative_information_score: 805267.4713, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8247, predictive_accuracy: 0.829, prior_entropy: 2.3219, ram_hours: 0, recall: 0.829, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2616, root_relative_squared_error: 0.6539, run_cpu_time: 7.2,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, ram_hours: 0, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437, run_cpu_time: 6.27,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.7924, kappa: 0.5907, kb_relative_information_score: 766974.7766, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8132, predictive_accuracy: 0.7953, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7953, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.7153, run_cpu_time: 6.09,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5049, f_measure: 0.4683, kappa: 0.0119, kb_relative_information_score: 218026, mean_absolute_error: 0.391, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6438, predictive_accuracy: 0.609, prior_entropy: 1, ram_hours: 0, recall: 0.609, relative_absolute_error: 0.782, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6253, root_relative_squared_error: 1.2506, run_cpu_time: 22.52,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.8521, f_measure: 0.8475, kappa: 0.6945, kb_relative_information_score: 694050, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8545, predictive_accuracy: 0.847, prior_entropy: 1, ram_hours: 0, recall: 0.847, relative_absolute_error: 0.306, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3911, root_relative_squared_error: 0.7822, run_cpu_time: 6.13,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.8514, kappa: 0.6826, kb_relative_information_score: 710002, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8584, predictive_accuracy: 0.855, prior_entropy: 1, ram_hours: 0, recall: 0.855, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7616, run_cpu_time: 3.43,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.711, f_measure: 0.7091, kappa: 0.422, kb_relative_information_score: 670933.3279, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.711, prior_entropy: 2.3219, ram_hours: 0, recall: 0.711, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.34, root_relative_squared_error: 0.85, run_cpu_time: 6.25,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5489, f_measure: 0.1145, kappa: 0.0978, kb_relative_information_score: 155067.6864, mean_absolute_error: 0.1616, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.111, predictive_accuracy: 0.192, prior_entropy: 3.3219, ram_hours: 0, recall: 0.192, relative_absolute_error: 0.8977, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.402, root_relative_squared_error: 1.34, run_cpu_time: 8.56,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, ram_hours: 0, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437, run_cpu_time: 6.06,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.5485, f_measure: 0.1095, kappa: 0.0971, kb_relative_information_score: 150472.628, mean_absolute_error: 0.1625, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1028, predictive_accuracy: 0.1876, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1876, relative_absolute_error: 0.9026, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4031, root_relative_squared_error: 1.3436, run_cpu_time: 19.4,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6357, f_measure: 0.5536, kappa: 0.2848, kb_relative_information_score: 334558.5904, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5258, predictive_accuracy: 0.607, prior_entropy: 2.8074, ram_hours: 0, recall: 0.607, relative_absolute_error: 0.4586, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.9577, run_cpu_time: 7.91,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7086, f_measure: 0.6588, kappa: 0.4151, kb_relative_information_score: 559727.0726, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6334, predictive_accuracy: 0.6892, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6892, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.831, run_cpu_time: 4,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7109, f_measure: 0.6433, kappa: 0.4221, kb_relative_information_score: 969423.4542, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6101, predictive_accuracy: 0.6806, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6806, relative_absolute_error: 0.3548, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.8424, run_cpu_time: 31.56,
Jan van Rijn 11 years ago
ran flow moa.SGD(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[vehic], line 15
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7409, f_measure: 0.4863, kappa: 0.428, kb_relative_information_score: 552723.5877, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4546, predictive_accuracy: 0.5856, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5856, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.9834, run_cpu_time: 7.13,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.867, kappa: 0.7342, kb_relative_information_score: 734172, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8677, predictive_accuracy: 0.8671, prior_entropy: 1, ram_hours: 0, recall: 0.8671, relative_absolute_error: 0.2658, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3646, root_relative_squared_error: 0.7291, run_cpu_time: 9.99,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.9379, kappa: 0.8691, kb_relative_information_score: 114782, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9379, predictive_accuracy: 0.9379, prior_entropy: 1, ram_hours: 0, recall: 0.9379, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.4986, run_cpu_time: 0.65,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, ram_hours: 0, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437, run_cpu_time: 6.12,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7928, f_measure: 0.7942, kappa: 0.5863, kb_relative_information_score: 588794, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7942, predictive_accuracy: 0.7944, prior_entropy: 1, ram_hours: 0, recall: 0.7944, relative_absolute_error: 0.4112, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4534, root_relative_squared_error: 0.9069, run_cpu_time: 23.83,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.652, f_measure: 0.6925, kappa: 0.3079, kb_relative_information_score: 389142, mean_absolute_error: 0.3054, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6908, predictive_accuracy: 0.6946, prior_entropy: 1, ram_hours: 0, recall: 0.6946, relative_absolute_error: 0.6109, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1053, run_cpu_time: 8.93,
Jan van Rijn 11 years ago
ran flow moa.SGD(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: 0.6458, f_measure: 0.4341, kappa: 0.2905, kb_relative_information_score: 351945.1226, mean_absolute_error: 0.3156, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3934, predictive_accuracy: 0.5266, prior_entropy: 1.585, ram_hours: 0, recall: 0.5266, relative_absolute_error: 0.71, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5618, root_relative_squared_error: 1.1917, run_cpu_time: 16.6,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4826, f_measure: 0.5464, kappa: -0.0323, kb_relative_information_score: 66, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.566, predictive_accuracy: 0.533, prior_entropy: 1, ram_hours: 0, recall: 0.533, relative_absolute_error: 0.934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6834, root_relative_squared_error: 1.3667, run_cpu_time: 0.0084,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.016, kappa: 0.003, kb_relative_information_score: 9.8624, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.0997, number_of_instances: 683, precision: 0.0159, predictive_accuracy: 0.0322, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0322, relative_absolute_error: 1.0216, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3192, root_relative_squared_error: 1.4294, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5536, f_measure: 0.3576, kappa: 0.0864, kb_relative_information_score: 173.6686, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1172, number_of_instances: 452, precision: 0.3473, predictive_accuracy: 0.3982, prior_entropy: 4, ram_hours: 0, recall: 0.3982, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.2421, root_mean_squared_error: 0.2743, root_relative_squared_error: 1.133, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set ecoli
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5522, f_measure: 0.3043, kappa: 0.0744, kb_relative_information_score: 130.6065, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.2188, number_of_instances: 336, precision: 0.2368, predictive_accuracy: 0.4256, prior_entropy: 3, ram_hours: 0, recall: 0.4256, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.3307, root_mean_squared_error: 0.3789, root_relative_squared_error: 1.1458, run_cpu_time: 0.0017,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set vote
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.8446, kappa: 0.6683, kb_relative_information_score: 303, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.5, number_of_instances: 435, precision: 0.8511, predictive_accuracy: 0.8483, prior_entropy: 1, ram_hours: 0, recall: 0.8483, relative_absolute_error: 0.3034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.779, run_cpu_time: 0.003,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0023, f_measure: 0.0023, kappa: -0.9954, kb_relative_information_score: -430, mean_absolute_error: 0.9977, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.0023, predictive_accuracy: 0.0023, prior_entropy: 1, ram_hours: 0, recall: 0.0023, relative_absolute_error: 1.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9988, root_relative_squared_error: 1.9977, run_cpu_time: 0.0018,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set cylinder-bands
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.8, kappa: 0.5901, kb_relative_information_score: 324, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.5, number_of_instances: 540, precision: 0.8, predictive_accuracy: 0.8, prior_entropy: 1, ram_hours: 0, recall: 0.8, relative_absolute_error: 0.4, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8944, run_cpu_time: 0.0127,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5657, f_measure: 0.1881, kappa: 0.1212, kb_relative_information_score: 124.5466, mean_absolute_error: 0.2918, mean_prior_absolute_error: 0.32, number_of_instances: 736, precision: 0.1719, predictive_accuracy: 0.2704, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2704, relative_absolute_error: 0.912, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5402, root_relative_squared_error: 1.3506, run_cpu_time: 0.0057,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set colic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5684, f_measure: 0.6172, kappa: 0.1383, kb_relative_information_score: 88, mean_absolute_error: 0.3804, mean_prior_absolute_error: 0.5, number_of_instances: 368, precision: 0.6151, predictive_accuracy: 0.6196, prior_entropy: 1, recall: 0.6196, relative_absolute_error: 0.7609, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6168, root_relative_squared_error: 1.2336,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5505, f_measure: 0.1144, kappa: 0.1013, kb_relative_information_score: 873.3068, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.1088, predictive_accuracy: 0.1923, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1923, relative_absolute_error: 0.8974, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4019, root_relative_squared_error: 1.3397, run_cpu_time: 0.0733,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5768, kb_relative_information_score: 1102.5053, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.375, number_of_instances: 1728, precision: 0.4903, predictive_accuracy: 0.7002, prior_entropy: 2, ram_hours: 0, recall: 0.7002, relative_absolute_error: 0.3997, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.8941, run_cpu_time: 0.0063,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5065, f_measure: 0.1739, kappa: 0.0131, kb_relative_information_score: 94.9233, mean_absolute_error: 0.3676, mean_prior_absolute_error: 0.375, number_of_instances: 846, precision: 0.143, predictive_accuracy: 0.2648, prior_entropy: 2, recall: 0.2648, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6063, root_relative_squared_error: 1.4002, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5542, f_measure: 0.0986, kappa: 0.1083, kb_relative_information_score: 321.5592, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0757, predictive_accuracy: 0.1975, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1975, relative_absolute_error: 0.8917, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4006, root_relative_squared_error: 1.3354, run_cpu_time: 0.0576,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.025, kappa: 0.0023, kb_relative_information_score: 18.799, mean_absolute_error: 0.2962, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0154, predictive_accuracy: 0.1114, prior_entropy: 2.585, ram_hours: 0, recall: 0.1114, relative_absolute_error: 1.0664, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5443, root_relative_squared_error: 1.4604, run_cpu_time: 0.0171,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5559, f_measure: 0.1714, kappa: 0.0931, kb_relative_information_score: 1034.7028, mean_absolute_error: 0.2539, mean_prior_absolute_error: 0.2778, number_of_instances: 6430, precision: 0.1362, predictive_accuracy: 0.2384, prior_entropy: 2.585, ram_hours: 0, recall: 0.2384, relative_absolute_error: 0.9139, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.352, run_cpu_time: 0.1136,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5056, f_measure: 0.0712, kappa: 0.0111, kb_relative_information_score: 138.5517, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0539, predictive_accuracy: 0.11, prior_entropy: 3.3219, ram_hours: 0, recall: 0.11, relative_absolute_error: 0.9889, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4219, root_relative_squared_error: 1.4063, run_cpu_time: 0.1157,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set baseball
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, f_measure: 0.8255, kappa: 0.1106, kb_relative_information_score: 1000.4706, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.4444, number_of_instances: 1340, precision: 0.8418, predictive_accuracy: 0.8149, prior_entropy: 1.585, ram_hours: 0, recall: 0.8149, relative_absolute_error: 0.2776, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.7451, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set spambase
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9996, kappa: 0.9991, kb_relative_information_score: 4597, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.5, number_of_instances: 4601, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1, ram_hours: 0, recall: 0.9996, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0208, root_relative_squared_error: 0.0417, run_cpu_time: 0.0595,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.0035, kappa: 0.0004, kb_relative_information_score: 541.5469, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0322, predictive_accuracy: 0.0387, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0387, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4141, run_cpu_time: 0.1304,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set splice
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6581, f_measure: 0.3561, kappa: 0.3163, kb_relative_information_score: 922.8197, mean_absolute_error: 0.3461, mean_prior_absolute_error: 0.4444, number_of_instances: 3190, precision: 0.3164, predictive_accuracy: 0.4809, prior_entropy: 1.585, ram_hours: 0, recall: 0.4809, relative_absolute_error: 0.7787, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5883, root_relative_squared_error: 1.2479, run_cpu_time: 0.0674,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5143, f_measure: 0.4838, kappa: 0.0273, kb_relative_information_score: 11.0947, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.4757, predictive_accuracy: 0.5, prior_entropy: 2, ram_hours: 0, recall: 0.5, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5, root_relative_squared_error: 1.1547, run_cpu_time: 0.0004,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.555, f_measure: 0.1193, kappa: 0.11, kb_relative_information_score: 324.6965, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.11, predictive_accuracy: 0.199, prior_entropy: 3.3219, recall: 0.199, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4003, root_relative_squared_error: 1.3342, run_cpu_time: 0.27,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5159, f_measure: 0.248, kappa: 0.0225, kb_relative_information_score: -177, mean_absolute_error: 0.6266, mean_prior_absolute_error: 0.5, number_of_instances: 699, precision: 0.6538, predictive_accuracy: 0.3734, prior_entropy: 1, recall: 0.3734, relative_absolute_error: 1.2532, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7916, root_relative_squared_error: 1.5832, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set monks-problems-2_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.1481, f_measure: 0.1356, kappa: -0.7037, kb_relative_information_score: -304, mean_absolute_error: 0.8519, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.1265, predictive_accuracy: 0.1481, prior_entropy: 1, recall: 0.1481, relative_absolute_error: 1.7037, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.923, root_relative_squared_error: 1.8459, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.516, kappa: -0.0021, kb_relative_information_score: 292, mean_absolute_error: 0.3476, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.4268, predictive_accuracy: 0.6524, prior_entropy: 1, recall: 0.6524, relative_absolute_error: 0.6952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5896, root_relative_squared_error: 1.1792, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(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.SGD(1) on task Supervised Data Stream Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.8639, kappa: 0.7273, kb_relative_information_score: 5916, mean_absolute_error: 0.1359, mean_prior_absolute_error: 0.5, number_of_instances: 8124, precision: 0.8649, predictive_accuracy: 0.8641, prior_entropy: 1, recall: 0.8641, relative_absolute_error: 0.2718, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3686, root_relative_squared_error: 0.7373, run_cpu_time: 0.19,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0004, kappa: 0.0001, kb_relative_information_score: -13.002, mean_absolute_error: 0.2815, mean_prior_absolute_error: 0.2449, number_of_instances: 205, precision: 0.0002, predictive_accuracy: 0.0146, prior_entropy: 2.8074, recall: 0.0146, relative_absolute_error: 1.1496, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5306, root_relative_squared_error: 1.5163, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5553, f_measure: 0.1197, kappa: 0.1106, kb_relative_information_score: 325.7423, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.1106, predictive_accuracy: 0.1995, prior_entropy: 3.3219, recall: 0.1995, relative_absolute_error: 0.8894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4001, root_relative_squared_error: 1.3338, run_cpu_time: 0.06,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(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, kb_relative_information_score: 309, mean_absolute_error: 0.0217, 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: 0.0433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.2944, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5536, f_measure: 0.1176, kappa: 0.1072, kb_relative_information_score: 319.4677, mean_absolute_error: 0.1607, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.1074, predictive_accuracy: 0.1965, prior_entropy: 3.3219, recall: 0.1965, relative_absolute_error: 0.8928, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4009, root_relative_squared_error: 1.3362, run_cpu_time: 0.18,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5428, f_measure: 0.1007, kappa: 0.0855, kb_relative_information_score: 143066.5735, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0936, predictive_accuracy: 0.1806, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1806, relative_absolute_error: 0.9105, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4048, root_relative_squared_error: 1.3494, run_cpu_time: 8.54,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, f_measure: 0.737, kappa: 0.4762, kb_relative_information_score: 702628.7025, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7352, predictive_accuracy: 0.7388, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7388, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.808, run_cpu_time: 5.7854,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: 54794.7223, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0083, predictive_accuracy: 0.0909, prior_entropy: 3.4594, ram_hours: 0, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142, run_cpu_time: 7.1346,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.741, f_measure: 0.4863, kappa: 0.428, kb_relative_information_score: 552774.3109, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4546, predictive_accuracy: 0.5856, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5856, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.9833, run_cpu_time: 6.3083,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set monks-problems-1_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0023, f_measure: 0.0023, kappa: -0.9954, kb_relative_information_score: -430, mean_absolute_error: 0.9977, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.0023, predictive_accuracy: 0.0023, prior_entropy: 1, recall: 0.0023, relative_absolute_error: 1.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9988, root_relative_squared_error: 1.9977,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(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 34