OpenML

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5657, f_measure: 0.4484, kappa: 0.025, kb_relative_information_score: 1691.439, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6216, predictive_accuracy: 0.583, prior_entropy: 1, recall: 0.583, relative_absolute_error: 0.9713, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.492, root_relative_squared_error: 0.9839,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0222, kappa: 0, kb_relative_information_score: 17694.5402, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1084, prior_entropy: 2.585, recall: 0.1084, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5452, root_relative_squared_error: 1.4628,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7138, f_measure: 0.9594, kappa: 0.5284, kb_relative_information_score: 370944, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9589, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.3808,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.8883, kappa: 0.776, kb_relative_information_score: 476983.4348, mean_absolute_error: 0.2859, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8891, predictive_accuracy: 0.8885, prior_entropy: 1, recall: 0.8885, relative_absolute_error: 0.5718, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3353, root_relative_squared_error: 0.6705,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.8896, kappa: 0.7789, kb_relative_information_score: 643617.5258, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8914, predictive_accuracy: 0.8899, prior_entropy: 1, recall: 0.8899, relative_absolute_error: 0.3909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.5838,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5144, f_measure: 0.0213, kappa: 0.0154, kb_relative_information_score: 30996.3675, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0292, predictive_accuracy: 0.0444, prior_entropy: 4.2479, recall: 0.0444, relative_absolute_error: 1.0097, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3134, root_relative_squared_error: 1.4036,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.857, kappa: 0.7142, kb_relative_information_score: 530333.3546, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8579, predictive_accuracy: 0.8571, prior_entropy: 1, recall: 0.8571, relative_absolute_error: 0.5069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.6644,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9183, kappa: 0.8273, kb_relative_information_score: 77980.5484, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9183, predictive_accuracy: 0.9185, prior_entropy: 1, recall: 0.9185, relative_absolute_error: 0.4513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.5698,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7416, f_measure: 0.6204, kappa: 0.3767, kb_relative_information_score: 996535.5256, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5911, predictive_accuracy: 0.6556, prior_entropy: 3.3219, recall: 0.6556, relative_absolute_error: 0.4725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.7506,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6825, f_measure: 0.5521, kappa: 0.2815, kb_relative_information_score: 343200.2474, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5317, predictive_accuracy: 0.6074, prior_entropy: 2.8074, recall: 0.6074, relative_absolute_error: 0.5658, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.8187,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7755, f_measure: 0.7013, kappa: 0.4065, kb_relative_information_score: 626501.0435, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7085, predictive_accuracy: 0.7032, prior_entropy: 2.3219, recall: 0.7032, relative_absolute_error: 0.5456, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.7184,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8916, f_measure: 0.7755, kappa: 0.5592, kb_relative_information_score: 654787.3504, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8019, predictive_accuracy: 0.7796, prior_entropy: 2.3219, recall: 0.7796, relative_absolute_error: 0.5195, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.6798,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5294, f_measure: 0.0346, kappa: 0.01, kb_relative_information_score: 94127.6079, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0832, predictive_accuracy: 0.109, prior_entropy: 3.3219, recall: 0.109, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3991, root_relative_squared_error: 1.3302,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7577, f_measure: 0.6438, kappa: 0.3842, kb_relative_information_score: 586977.7532, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6187, predictive_accuracy: 0.6715, prior_entropy: 3.3219, recall: 0.6715, relative_absolute_error: 0.454, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.722,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5346, f_measure: 0.05, kappa: -0.0013, kb_relative_information_score: 113690.1649, mean_absolute_error: 0.3206, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0843, predictive_accuracy: 0.1659, prior_entropy: 2.3219, recall: 0.1659, relative_absolute_error: 1.0019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4949, root_relative_squared_error: 1.2372,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5427, f_measure: 0.0511, kappa: -0.0012, kb_relative_information_score: 117203.7825, mean_absolute_error: 0.3199, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.091, predictive_accuracy: 0.1661, prior_entropy: 2.3219, recall: 0.1661, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4942, root_relative_squared_error: 1.2354,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5417, f_measure: 0.051, kappa: -0.0016, kb_relative_information_score: 116967.1808, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0903, predictive_accuracy: 0.1658, prior_entropy: 2.3219, recall: 0.1658, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4944, root_relative_squared_error: 1.236,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0474, kappa: -0, kb_relative_information_score: 101014.695, mean_absolute_error: 0.3233, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0105, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4953, root_relative_squared_error: 1.2382,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5062, f_measure: 0.0475, kappa: 0, kb_relative_information_score: 101871.3687, mean_absolute_error: 0.3231, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.117, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0098, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4953, root_relative_squared_error: 1.2382,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.8199, kappa: 0.6149, kb_relative_information_score: 416324.4799, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8337, predictive_accuracy: 0.8266, prior_entropy: 1, recall: 0.8266, relative_absolute_error: 0.6245, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.7578,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8171, kappa: 0.6089, kb_relative_information_score: 413485.2991, mean_absolute_error: 0.3135, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.831, predictive_accuracy: 0.824, prior_entropy: 1, recall: 0.824, relative_absolute_error: 0.6271, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.38, root_relative_squared_error: 0.7599,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9085, kappa: 0.7979, kb_relative_information_score: 713996.7646, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9096, predictive_accuracy: 0.9096, prior_entropy: 1, recall: 0.9096, relative_absolute_error: 0.3112, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.5228,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5176, f_measure: 0.0219, kappa: 0.0137, kb_relative_information_score: 48732.3963, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.035, predictive_accuracy: 0.0516, prior_entropy: 4.7004, recall: 0.0516, relative_absolute_error: 0.986, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2663, root_relative_squared_error: 1.385,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.486, f_measure: 0.3834, kappa: 0.0011, kb_relative_information_score: 444376.1781, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.31, predictive_accuracy: 0.5438, prior_entropy: 2, recall: 0.5438, relative_absolute_error: 0.6174, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.473, root_relative_squared_error: 1.0923,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5019, f_measure: 0.0458, kappa: 0.0035, kb_relative_information_score: 24650.9791, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0376, predictive_accuracy: 0.1147, prior_entropy: 2.585, recall: 0.1147, relative_absolute_error: 1.0624, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5431, root_relative_squared_error: 1.4572,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5907, f_measure: 0.2878, kappa: 0.1036, kb_relative_information_score: 6310.2729, mean_absolute_error: 0.4423, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3199, predictive_accuracy: 0.3522, prior_entropy: 1.585, recall: 0.3522, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.538, root_relative_squared_error: 1.1412,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6564, f_measure: 0.6499, kappa: 0.2933, kb_relative_information_score: 297028.0342, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.651, predictive_accuracy: 0.6493, prior_entropy: 1, recall: 0.6493, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5838, root_relative_squared_error: 1.1676,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5397, f_measure: 0.8294, kappa: 0.0585, kb_relative_information_score: 241506.7077, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8401, prior_entropy: 2.3219, recall: 0.8401, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.6315,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, f_measure: 0.0305, kappa: 0.0072, kb_relative_information_score: 104490.2468, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1102, predictive_accuracy: 0.1064, prior_entropy: 3.3219, recall: 0.1064, relative_absolute_error: 0.975, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3974, root_relative_squared_error: 1.3248,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5642, f_measure: 0.1016, kappa: 0.0862, kb_relative_information_score: 145864.2157, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0949, predictive_accuracy: 0.1811, prior_entropy: 3.3219, recall: 0.1811, relative_absolute_error: 0.9121, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4005, root_relative_squared_error: 1.3352,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6797, f_measure: 0.3658, kappa: 0.3279, kb_relative_information_score: 407472.4236, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.3412, predictive_accuracy: 0.4678, prior_entropy: 2.585, recall: 0.4678, relative_absolute_error: 0.6523, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4174, root_relative_squared_error: 1.1201,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8174, f_measure: 0.7387, kappa: 0.4797, kb_relative_information_score: 710958.2761, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7369, predictive_accuracy: 0.7405, prior_entropy: 2.3219, recall: 0.7405, relative_absolute_error: 0.3331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.7421,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7834, kappa: 0.5615, kb_relative_information_score: 555904.567, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7835, predictive_accuracy: 0.7834, prior_entropy: 1, recall: 0.7834, relative_absolute_error: 0.4469, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.8591,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8002, f_measure: 0.7109, kappa: 0.4219, kb_relative_information_score: 190829.2462, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7222, predictive_accuracy: 0.7161, prior_entropy: 1, recall: 0.7161, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4417, root_relative_squared_error: 0.8835,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.1699, kappa: -0.0003, kb_relative_information_score: 100635.5331, mean_absolute_error: 0.3727, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1412, predictive_accuracy: 0.2546, prior_entropy: 2, recall: 0.2546, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6066, root_relative_squared_error: 1.401,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8541, f_measure: 0.8395, kappa: 0.5004, kb_relative_information_score: 633114.8082, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8369, predictive_accuracy: 0.8439, prior_entropy: 1, recall: 0.8439, relative_absolute_error: 0.3807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3426, root_relative_squared_error: 0.6852,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5046, f_measure: 0.0365, kappa: 0.0087, kb_relative_information_score: 82998.5625, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0618, predictive_accuracy: 0.0988, prior_entropy: 3.4594, recall: 0.0988, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3883, root_relative_squared_error: 1.3507,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7626, f_measure: 0.4841, kappa: 0.4241, kb_relative_information_score: 534159.1598, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4536, predictive_accuracy: 0.5825, prior_entropy: 2.8074, recall: 0.5825, relative_absolute_error: 0.5251, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.9558,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5991, f_measure: 0.5158, kappa: -0.0016, kb_relative_information_score: 4839.2932, mean_absolute_error: 0.4502, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.4867, predictive_accuracy: 0.6519, prior_entropy: 1, recall: 0.6519, relative_absolute_error: 0.9003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4713, root_relative_squared_error: 0.9426,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.6354, kappa: -0.0031, kb_relative_information_score: 13290, mean_absolute_error: 0.3639, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6348, predictive_accuracy: 0.6361, prior_entropy: 1, recall: 0.6361, relative_absolute_error: 0.7279, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6033, root_relative_squared_error: 1.2066,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7237, f_measure: 0.4696, kappa: 0.3494, kb_relative_information_score: 369293.6901, mean_absolute_error: 0.3154, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4281, predictive_accuracy: 0.5663, prior_entropy: 1.585, recall: 0.5663, relative_absolute_error: 0.7096, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5017, root_relative_squared_error: 1.0643,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5529, f_measure: 0.1515, kappa: 0.0842, kb_relative_information_score: 191649.2758, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1502, predictive_accuracy: 0.2616, prior_entropy: 2.585, recall: 0.2616, relative_absolute_error: 0.9122, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4707, root_relative_squared_error: 1.2631,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5074, f_measure: 0.4969, kb_relative_information_score: 8999.3844, mean_absolute_error: 0.4713, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, recall: 0.6379, relative_absolute_error: 0.9427, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4829, root_relative_squared_error: 0.9658,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.5104, kappa: 0.3646, kb_relative_information_score: 456455.6244, mean_absolute_error: 0.2648, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4545, predictive_accuracy: 0.6029, prior_entropy: 1.585, recall: 0.6029, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.512, root_relative_squared_error: 1.0862,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5724, f_measure: 0.5752, kappa: 0.1403, kb_relative_information_score: 81148.4175, mean_absolute_error: 0.4248, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5752, predictive_accuracy: 0.5752, prior_entropy: 1, recall: 0.5752, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6508, root_relative_squared_error: 1.3015,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6192, f_measure: 0.2479, kappa: 0.214, kb_relative_information_score: 244957.5536, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2372, predictive_accuracy: 0.3241, prior_entropy: 2.585, recall: 0.3241, relative_absolute_error: 0.8399, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4614, root_relative_squared_error: 1.2381,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.7695, kappa: 0.2326, kb_relative_information_score: 486834.3709, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7914, predictive_accuracy: 0.8129, prior_entropy: 1, recall: 0.8129, relative_absolute_error: 0.5443, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.362, root_relative_squared_error: 0.7241,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5591, kappa: -0.0001, kb_relative_information_score: 118243.9981, mean_absolute_error: 0.4409, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5592, predictive_accuracy: 0.5591, prior_entropy: 1, recall: 0.5591, relative_absolute_error: 0.8818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.664, root_relative_squared_error: 1.328,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9603, kappa: 0.785, kb_relative_information_score: 834879.9162, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9649, predictive_accuracy: 0.9635, prior_entropy: 1, recall: 0.9635, relative_absolute_error: 0.1873, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1732, root_relative_squared_error: 0.3464,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5591, f_measure: 0.0269, kappa: 0.0055, kb_relative_information_score: 89662.2229, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.1092, predictive_accuracy: 0.1023, prior_entropy: 3.1699, recall: 0.1023, relative_absolute_error: 0.9908, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.4158, root_relative_squared_error: 1.323,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.8859, kappa: 0.7689, kb_relative_information_score: 603864.7096, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9073, predictive_accuracy: 0.8888, prior_entropy: 1, recall: 0.8888, relative_absolute_error: 0.4251, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2945, root_relative_squared_error: 0.589,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.5333, kappa: -0, kb_relative_information_score: 74625.1508, mean_absolute_error: 0.4377, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.5278, predictive_accuracy: 0.6667, prior_entropy: 1, recall: 0.6667, relative_absolute_error: 0.8753, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4651, root_relative_squared_error: 0.9302,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set Stagger3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.987, kappa: 0.9707, kb_relative_information_score: 815165.0834, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9873, predictive_accuracy: 0.9871, prior_entropy: 1, recall: 0.9871, relative_absolute_error: 0.2233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.3192,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.8394, kappa: 0.6795, kb_relative_information_score: 43872.6705, mean_absolute_error: 0.2974, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8427, predictive_accuracy: 0.8398, prior_entropy: 1, recall: 0.8398, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.7255,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5225, f_measure: 0.598, kappa: 0.0439, kb_relative_information_score: 195446.7296, mean_absolute_error: 0.4023, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5983, predictive_accuracy: 0.5977, prior_entropy: 1, recall: 0.5977, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6338, root_relative_squared_error: 1.2676,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5652, f_measure: 0.5715, kappa: 0.1305, kb_relative_information_score: 154043.6754, mean_absolute_error: 0.4285, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.5715, predictive_accuracy: 0.5715, prior_entropy: 1, recall: 0.5715, relative_absolute_error: 0.8569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6546, root_relative_squared_error: 1.3092,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6401, f_measure: 0.4821, kappa: 0.0297, kb_relative_information_score: 83458.1946, mean_absolute_error: 0.4665, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6771, predictive_accuracy: 0.6145, prior_entropy: 1, recall: 0.6145, relative_absolute_error: 0.9331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4788, root_relative_squared_error: 0.9577,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5771, f_measure: 0.1119, kappa: 0.0975, kb_relative_information_score: 151286.671, mean_absolute_error: 0.1636, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1076, predictive_accuracy: 0.1887, prior_entropy: 3.3219, recall: 0.1887, relative_absolute_error: 0.9087, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.398, root_relative_squared_error: 1.3267,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.8237, kappa: 0.609, kb_relative_information_score: 487031.8286, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8457, predictive_accuracy: 0.8336, prior_entropy: 1, recall: 0.8336, relative_absolute_error: 0.5535, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3529, root_relative_squared_error: 0.7059,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6269, f_measure: 0.1061, kappa: 0.0553, kb_relative_information_score: 158936.6342, mean_absolute_error: 0.2274, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1435, predictive_accuracy: 0.1909, prior_entropy: 2.8074, recall: 0.1909, relative_absolute_error: 0.9287, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4477, root_relative_squared_error: 1.2795,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.0222, kappa: 0, kb_relative_information_score: 17679.217, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1084, prior_entropy: 2.585, recall: 0.1084, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.4622,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.77, f_measure: 0.9281, kappa: 0.0406, kb_relative_information_score: 336509.0717, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9353, predictive_accuracy: 0.9505, prior_entropy: 1, recall: 0.9505, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.4129,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.9139, kappa: 0.8099, kb_relative_information_score: 829688, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9148, predictive_accuracy: 0.9148, prior_entropy: 1, recall: 0.9148, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.5836,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448764.0682, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3064, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5042, f_measure: 0.0162, kappa: 0.0085, kb_relative_information_score: 35062.3226, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0374, predictive_accuracy: 0.0465, prior_entropy: 4.7004, recall: 0.0465, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2708, root_relative_squared_error: 1.4083,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5564, f_measure: 0.2818, kappa: 0.0982, kb_relative_information_score: 5813.6941, mean_absolute_error: 0.4358, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3188, predictive_accuracy: 0.3464, prior_entropy: 1.585, recall: 0.3464, relative_absolute_error: 0.9804, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6601, root_relative_squared_error: 1.4003,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5021, f_measure: 0.0461, kappa: 0.0039, kb_relative_information_score: 24989.264, mean_absolute_error: 0.295, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0379, predictive_accuracy: 0.115, prior_entropy: 2.585, recall: 0.115, relative_absolute_error: 1.062, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5431, root_relative_squared_error: 1.4574,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6481, f_measure: 0.6508, kappa: 0.295, kb_relative_information_score: 300436, mean_absolute_error: 0.3498, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6518, predictive_accuracy: 0.6502, prior_entropy: 1, recall: 0.6502, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5914, root_relative_squared_error: 1.1828,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.8291, kappa: 0.0586, kb_relative_information_score: 241273.1377, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8395, prior_entropy: 2.3219, recall: 0.8395, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.6335,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.3667, kappa: 0.3287, kb_relative_information_score: 414414.696, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.3423, predictive_accuracy: 0.4685, prior_entropy: 2.585, recall: 0.4685, relative_absolute_error: 0.6378, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4209, root_relative_squared_error: 1.1294,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5264, f_measure: 0.0835, kappa: 0.0529, kb_relative_information_score: 108498.0138, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1105, predictive_accuracy: 0.1475, prior_entropy: 3.3219, recall: 0.1475, relative_absolute_error: 0.9472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.3764,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.78, f_measure: 0.7826, kappa: 0.5598, kb_relative_information_score: 565166, mean_absolute_error: 0.2174, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7827, predictive_accuracy: 0.7826, prior_entropy: 1, recall: 0.7826, relative_absolute_error: 0.4348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4663, root_relative_squared_error: 0.9326,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.1699, kappa: -0.0001, kb_relative_information_score: 100044.7285, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1416, predictive_accuracy: 0.2547, prior_entropy: 2, recall: 0.2547, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6104, root_relative_squared_error: 1.4098,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.8335, kappa: 0.4856, kb_relative_information_score: 673250, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8313, predictive_accuracy: 0.8366, prior_entropy: 1, recall: 0.8366, relative_absolute_error: 0.3268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.8084,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.721, kappa: 0.4409, kb_relative_information_score: 449806, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7249, prior_entropy: 1, recall: 0.7249, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5245, root_relative_squared_error: 1.049,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5158, kappa: -0.0001, kb_relative_information_score: 12036, mean_absolute_error: 0.3471, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.4263, predictive_accuracy: 0.6529, prior_entropy: 1, recall: 0.6529, relative_absolute_error: 0.6943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5892, root_relative_squared_error: 1.1784,

Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,

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