OpenML

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9389, kappa: 0.8778, kb_relative_information_score: 836629.2989, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.939, predictive_accuracy: 0.9389, prior_entropy: 1, recall: 0.9389, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2182, root_relative_squared_error: 0.4364,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 838739.4332, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.219, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4807,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.946, kappa: 0.8827, kb_relative_information_score: 860528.4044, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.946, predictive_accuracy: 0.946, prior_entropy: 1, recall: 0.946, relative_absolute_error: 0.1488, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.4191,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8856, kappa: 0.8167, kb_relative_information_score: 501737.1793, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8866, predictive_accuracy: 0.8864, prior_entropy: 2.8074, recall: 0.8864, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.4632,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 777398.0648, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8325, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2754, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5646,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.7727, kappa: 0.7062, kb_relative_information_score: 697249.3725, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7724, predictive_accuracy: 0.7739, prior_entropy: 2.3219, recall: 0.7739, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.255, root_relative_squared_error: 0.6375,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6649, f_measure: 0.5947, kappa: 0.1897, kb_relative_information_score: 197891.6337, mean_absolute_error: 0.4085, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7137, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.8169, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4527, root_relative_squared_error: 0.9053,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.8237, kappa: 0.7059, kb_relative_information_score: 1204490.4098, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8237, predictive_accuracy: 0.8269, prior_entropy: 3.3219, recall: 0.8269, relative_absolute_error: 0.2627, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.5355,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.802, kappa: 0.7436, kb_relative_information_score: 740728.7214, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8022, predictive_accuracy: 0.8023, prior_entropy: 2.3219, recall: 0.8023, relative_absolute_error: 0.3167, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2414, root_relative_squared_error: 0.6034,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6988, f_measure: 0.5274, kappa: 0.2675, kb_relative_information_score: 12769.1608, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5271, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9332,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9426, kappa: 0.8741, kb_relative_information_score: 844945.4324, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9426, predictive_accuracy: 0.9428, prior_entropy: 1, recall: 0.9428, relative_absolute_error: 0.167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.215, root_relative_squared_error: 0.4301,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.9029, kappa: 0.8188, kb_relative_information_score: 857617.4421, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9032, predictive_accuracy: 0.9032, prior_entropy: 2, recall: 0.9032, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.446,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.8833, kappa: 0.7633, kb_relative_information_score: 694271.4157, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8834, prior_entropy: 1, recall: 0.8834, relative_absolute_error: 0.3255, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.298, root_relative_squared_error: 0.596,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.6485, kappa: 0.5491, kb_relative_information_score: 534827.0942, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6467, predictive_accuracy: 0.6618, prior_entropy: 2, recall: 0.6618, relative_absolute_error: 0.561, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.7802,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8076, kappa: 0.6132, kb_relative_information_score: 514152.9499, mean_absolute_error: 0.2564, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8077, predictive_accuracy: 0.8078, prior_entropy: 1, recall: 0.8078, relative_absolute_error: 0.5127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3784, root_relative_squared_error: 0.7569,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.8156, kappa: 0.7952, kb_relative_information_score: 812120.4687, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8158, predictive_accuracy: 0.8157, prior_entropy: 3.3219, recall: 0.8157, relative_absolute_error: 0.2396, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.5581,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8385, kappa: 0.4869, kb_relative_information_score: 593519.4256, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8373, predictive_accuracy: 0.8482, prior_entropy: 1, recall: 0.8482, relative_absolute_error: 0.43, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3316, root_relative_squared_error: 0.6632,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9488, kappa: 0.8839, kb_relative_information_score: 868209.9875, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9488, predictive_accuracy: 0.9488, prior_entropy: 1, recall: 0.9488, relative_absolute_error: 0.1386, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.3776,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9347, kappa: 0.9009, kb_relative_information_score: 886196.7244, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9347, predictive_accuracy: 0.9347, prior_entropy: 1.585, recall: 0.9347, relative_absolute_error: 0.1354, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.3929,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999535.4529, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0072, root_relative_squared_error: 0.0144,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5025, f_measure: 0.5421, kappa: 0.0078, kb_relative_information_score: 11335.1656, mean_absolute_error: 0.4608, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5436, predictive_accuracy: 0.6058, prior_entropy: 1, recall: 0.6058, relative_absolute_error: 0.9216, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5448, root_relative_squared_error: 1.0896,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.8416, kappa: 0.8244, kb_relative_information_score: 852626.944, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.842, prior_entropy: 3.3219, recall: 0.842, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.5028,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9922, kappa: 0.9174, kb_relative_information_score: 387734.1378, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1, recall: 0.9922, relative_absolute_error: 0.0345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.093, root_relative_squared_error: 0.186,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7769, kappa: 0.4913, kb_relative_information_score: 491060.1341, mean_absolute_error: 0.2644, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7788, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.5288, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8071,

Jan van Rijn 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.8651, kappa: 0.7236, kb_relative_information_score: 28570.8244, mean_absolute_error: 0.1966, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8651, predictive_accuracy: 0.8653, prior_entropy: 1, recall: 0.8653, relative_absolute_error: 0.3932, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3286, root_relative_squared_error: 0.6572,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9509, kappa: 0.9016, kb_relative_information_score: 865178.0751, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9516, predictive_accuracy: 0.9508, prior_entropy: 1, recall: 0.9508, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2007, root_relative_squared_error: 0.4014,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 972581.5269, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.1886,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9414, kappa: 0.857, kb_relative_information_score: 929062.526, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9406, predictive_accuracy: 0.9432, prior_entropy: 2.585, recall: 0.9432, relative_absolute_error: 0.0939, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.328,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.893, kappa: 0.7859, kb_relative_information_score: 828245.5122, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.893, predictive_accuracy: 0.893, prior_entropy: 2.3219, recall: 0.893, relative_absolute_error: 0.2476, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.4764,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8475, kappa: 0.6756, kb_relative_information_score: 581560.4009, mean_absolute_error: 0.2262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8487, predictive_accuracy: 0.8493, prior_entropy: 1, recall: 0.8493, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3433, root_relative_squared_error: 0.6865,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7404, f_measure: 0.8632, kappa: 0.1077, kb_relative_information_score: 250495.7593, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8651, predictive_accuracy: 0.9025, prior_entropy: 2.3219, recall: 0.9025, relative_absolute_error: 0.1998, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4632,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8819, kappa: 0.7611, kb_relative_information_score: 689769.3801, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8819, predictive_accuracy: 0.882, prior_entropy: 1, recall: 0.882, relative_absolute_error: 0.3311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6001,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.6969, kappa: 0.6052, kb_relative_information_score: 654076.5428, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.693, predictive_accuracy: 0.7131, prior_entropy: 2.585, recall: 0.7131, relative_absolute_error: 0.4248, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.7011,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7537, f_measure: 0.7223, kappa: 0.3752, kb_relative_information_score: 12543.9024, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7225, predictive_accuracy: 0.7315, prior_entropy: 1, recall: 0.7315, relative_absolute_error: 0.7118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.8586,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9271, kappa: 0.9044, kb_relative_information_score: 915162.8018, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9278, predictive_accuracy: 0.9268, prior_entropy: 2.8074, recall: 0.9268, relative_absolute_error: 0.1133, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.3583,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 720366.6209, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.226, root_relative_squared_error: 0.6065,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.7855, kappa: 0.7581, kb_relative_information_score: 765506.7371, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7853, predictive_accuracy: 0.7867, prior_entropy: 3.1699, recall: 0.7867, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.5871,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8752, f_measure: 0.8043, kappa: 0.6087, kb_relative_information_score: 747112.6757, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8043, predictive_accuracy: 0.8043, prior_entropy: 2.3219, recall: 0.8043, relative_absolute_error: 0.3468, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.5944,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8897, f_measure: 0.7565, kappa: 0.5737, kb_relative_information_score: 647373.5158, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7555, predictive_accuracy: 0.7633, prior_entropy: 3.3219, recall: 0.7633, relative_absolute_error: 0.3425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.605,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9056, kappa: 0.8949, kb_relative_information_score: 901783.3323, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9054, prior_entropy: 3.3219, recall: 0.9054, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4122,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.7161, kappa: 0.6845, kb_relative_information_score: 666668.4438, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7164, predictive_accuracy: 0.7161, prior_entropy: 3.3219, recall: 0.7161, relative_absolute_error: 0.46, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.681,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.8479, kappa: 0.6764, kb_relative_information_score: 581317.0678, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.849, predictive_accuracy: 0.8496, prior_entropy: 1, recall: 0.8496, relative_absolute_error: 0.4528, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3432, root_relative_squared_error: 0.6864,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6189, f_measure: 0.3178, kappa: 0.1263, kb_relative_information_score: 168799.0128, mean_absolute_error: 0.2941, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3612, predictive_accuracy: 0.3602, prior_entropy: 2.3219, recall: 0.3602, relative_absolute_error: 0.9189, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3869, root_relative_squared_error: 0.9673,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.5959, kappa: 0.4753, kb_relative_information_score: 433183.273, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6005, predictive_accuracy: 0.5995, prior_entropy: 2.3219, recall: 0.5995, relative_absolute_error: 0.6747, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.8248,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9436, kappa: 0.8607, kb_relative_information_score: 930244.6931, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.943, predictive_accuracy: 0.9446, prior_entropy: 2.585, recall: 0.9446, relative_absolute_error: 0.0912, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.327,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, f_measure: 0.7652, kappa: 0.4234, kb_relative_information_score: 433651.2764, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4005, root_relative_squared_error: 0.8011,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.8782, kappa: 0.759, kb_relative_information_score: 843789.3018, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8799, prior_entropy: 2.3219, recall: 0.8799, relative_absolute_error: 0.2061, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.4776,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999693.9835, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0073, root_relative_squared_error: 0.0146,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.5597, kappa: 0.442, kb_relative_information_score: 464606.486, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5577, predictive_accuracy: 0.5672, prior_entropy: 2.3219, recall: 0.5672, relative_absolute_error: 0.6339, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.345, root_relative_squared_error: 0.8625,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Stagger3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999979.1578, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0036,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9503, kappa: 0.8884, kb_relative_information_score: 424524.7582, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9505, predictive_accuracy: 0.9501, prior_entropy: 1, recall: 0.9501, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.3966,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.8337, kappa: 0.6693, kb_relative_information_score: 56345.2688, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8421, predictive_accuracy: 0.8346, prior_entropy: 1, recall: 0.8346, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3606, root_relative_squared_error: 0.7213,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.519, kappa: 0.502, kb_relative_information_score: 560525.0601, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5208, predictive_accuracy: 0.5212, prior_entropy: 4.7004, recall: 0.5212, relative_absolute_error: 0.6031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.807,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9783, kappa: 0.9728, kb_relative_information_score: 972225.6097, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9783, predictive_accuracy: 0.9783, prior_entropy: 2.585, recall: 0.9783, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.076, root_relative_squared_error: 0.2039,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.9148, kappa: 0.736, kb_relative_information_score: 780752.8374, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9143, predictive_accuracy: 0.9166, prior_entropy: 1, recall: 0.9166, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.5025,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.8372, kappa: 0.541, kb_relative_information_score: 29405.4162, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8422, prior_entropy: 1, recall: 0.8422, relative_absolute_error: 0.4188, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6822,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.8732, kappa: 0.8105, kb_relative_information_score: 791172.459, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8736, predictive_accuracy: 0.8736, prior_entropy: 1.585, recall: 0.8736, relative_absolute_error: 0.2468, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.5372,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.704, kappa: 0.675, kb_relative_information_score: 686179.6962, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7037, predictive_accuracy: 0.7045, prior_entropy: 3.4594, recall: 0.7045, relative_absolute_error: 0.4469, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.194, root_relative_squared_error: 0.6748,

Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.8227, kappa: 0.7822, kb_relative_information_score: 795553.7747, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8227, predictive_accuracy: 0.8234, prior_entropy: 2.585, recall: 0.8234, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5916,

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