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Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.8325, kappa: 0.6556, kb_relative_information_score: 28187.2803, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8341, predictive_accuracy: 0.8339, prior_entropy: 1, recall: 0.8339, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.7446,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9514, kappa: 0.9027, kb_relative_information_score: 865497.7252, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9521, predictive_accuracy: 0.9514, prior_entropy: 1, recall: 0.9514, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2001, root_relative_squared_error: 0.4003,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9888, kappa: 0.9776, kb_relative_information_score: 972663.4372, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 1, recall: 0.9888, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.1903,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9381, kappa: 0.8762, kb_relative_information_score: 834896.3761, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9381, predictive_accuracy: 0.9381, prior_entropy: 1, recall: 0.9381, relative_absolute_error: 0.177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.4412,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9645, kappa: 0.9252, kb_relative_information_score: 117820.6927, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9645, predictive_accuracy: 0.9645, prior_entropy: 1, recall: 0.9645, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3445,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8921, kappa: 0.8818, kb_relative_information_score: 903574.0763, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8955, predictive_accuracy: 0.892, prior_entropy: 4.2479, recall: 0.892, relative_absolute_error: 0.1375, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4165,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8202, kappa: 0.7125, kb_relative_information_score: 471120.5566, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.823, predictive_accuracy: 0.8189, prior_entropy: 2.8074, recall: 0.8189, relative_absolute_error: 0.2345, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.5852,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.7338, kappa: 0.5549, kb_relative_information_score: 1095986.2258, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7346, predictive_accuracy: 0.7354, prior_entropy: 3.3219, recall: 0.7354, relative_absolute_error: 0.3545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6583,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8669, kappa: 0.7338, kb_relative_information_score: 804058.0589, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8669, predictive_accuracy: 0.8669, prior_entropy: 2.3219, recall: 0.8669, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.5173,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8868, kappa: 0.7736, kb_relative_information_score: 823790.3287, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8868, predictive_accuracy: 0.8868, prior_entropy: 2.3219, recall: 0.8868, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.488,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.6618, kappa: 0.4056, kb_relative_information_score: 578328.5848, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6603, predictive_accuracy: 0.6687, prior_entropy: 3.3219, recall: 0.6687, relative_absolute_error: 0.4521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.7184,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.7356, kappa: 0.7059, kb_relative_information_score: 691682.5264, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7365, predictive_accuracy: 0.7353, prior_entropy: 3.3219, recall: 0.7353, relative_absolute_error: 0.4254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.197, root_relative_squared_error: 0.6567,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.7651, kappa: 0.6957, kb_relative_information_score: 698978.2351, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7662, predictive_accuracy: 0.7661, prior_entropy: 2.3219, recall: 0.7661, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2624, root_relative_squared_error: 0.6561,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.8427, kappa: 0.7958, kb_relative_information_score: 793508.5384, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8434, predictive_accuracy: 0.8424, prior_entropy: 2.3219, recall: 0.8424, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5482,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6727, f_measure: 0.379, kappa: 0.1913, kb_relative_information_score: 240720.0387, mean_absolute_error: 0.2745, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3883, predictive_accuracy: 0.3916, prior_entropy: 2.3219, recall: 0.3916, relative_absolute_error: 0.8579, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3823, root_relative_squared_error: 0.9559,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.7938, kappa: 0.7324, kb_relative_information_score: 736122.5926, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7947, predictive_accuracy: 0.7938, prior_entropy: 2.3219, recall: 0.7938, relative_absolute_error: 0.3201, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.249, root_relative_squared_error: 0.6224,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.8875, kappa: 0.7611, kb_relative_information_score: 642427.4037, mean_absolute_error: 0.1979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8883, predictive_accuracy: 0.8884, prior_entropy: 1, recall: 0.8884, relative_absolute_error: 0.3958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.6306,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.6202, kappa: 0.5077, kb_relative_information_score: 506381.9442, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6205, predictive_accuracy: 0.621, prior_entropy: 2.3219, recall: 0.621, relative_absolute_error: 0.5975, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.8107,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.8821, kappa: 0.7495, kb_relative_information_score: 629911.056, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8829, predictive_accuracy: 0.8831, prior_entropy: 1, recall: 0.8831, relative_absolute_error: 0.4086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.6406,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 841481.6385, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.4374,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.9031, kappa: 0.819, kb_relative_information_score: 857427.7615, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9033, predictive_accuracy: 0.9034, prior_entropy: 2, recall: 0.9034, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.4463,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.5189, kappa: 0.5009, kb_relative_information_score: 562491.9639, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5208, predictive_accuracy: 0.5201, prior_entropy: 4.7004, recall: 0.5201, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.8172,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.5635, kappa: 0.4238, kb_relative_information_score: 517507.1912, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5564, predictive_accuracy: 0.5825, prior_entropy: 2.585, recall: 0.5825, relative_absolute_error: 0.5613, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3325, root_relative_squared_error: 0.8923,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.5244, kappa: 0.261, kb_relative_information_score: 12682.2095, mean_absolute_error: 0.3774, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5237, predictive_accuracy: 0.5262, prior_entropy: 1.585, recall: 0.5262, relative_absolute_error: 0.8492, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4405, root_relative_squared_error: 0.9344,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8789, kappa: 0.7549, kb_relative_information_score: 680251.1713, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8789, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.3408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.6163,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7589, f_measure: 0.8665, kappa: 0.1385, kb_relative_information_score: 248392.7153, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8639, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4623,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8307, kappa: 0.8119, kb_relative_information_score: 841727.9734, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8311, predictive_accuracy: 0.8307, prior_entropy: 3.3219, recall: 0.8307, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.158, root_relative_squared_error: 0.5266,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.8166, kappa: 0.7963, kb_relative_information_score: 811216.0428, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8169, predictive_accuracy: 0.8167, prior_entropy: 3.3219, recall: 0.8167, relative_absolute_error: 0.2368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.17, root_relative_squared_error: 0.5665,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9731, kappa: 0.9664, kb_relative_information_score: 966908.9745, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9731, predictive_accuracy: 0.9732, prior_entropy: 2.585, recall: 0.9732, relative_absolute_error: 0.0442, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2266,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8792, kappa: 0.7609, kb_relative_information_score: 843601.8807, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8782, predictive_accuracy: 0.8808, prior_entropy: 2.3219, recall: 0.8808, relative_absolute_error: 0.2063, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.4773,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8806, kappa: 0.758, kb_relative_information_score: 684380.7409, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8806, predictive_accuracy: 0.8807, prior_entropy: 1, recall: 0.8807, relative_absolute_error: 0.3361, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6095,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.84, f_measure: 0.7977, kappa: 0.5935, kb_relative_information_score: 500189.7023, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7978, predictive_accuracy: 0.7979, prior_entropy: 1, recall: 0.7979, relative_absolute_error: 0.5241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.7984,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.9123, kappa: 0.7292, kb_relative_information_score: 768026.8081, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9118, predictive_accuracy: 0.914, prior_entropy: 1, recall: 0.914, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.5144,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.6426, kappa: 0.5389, kb_relative_information_score: 529443.7654, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6388, predictive_accuracy: 0.6541, prior_entropy: 2, recall: 0.6541, relative_absolute_error: 0.5663, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.7985,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.6924, kappa: 0.6622, kb_relative_information_score: 676467.0578, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6922, predictive_accuracy: 0.6929, prior_entropy: 3.4594, recall: 0.6929, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6916,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9173, kappa: 0.891, kb_relative_information_score: 905614.3096, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9187, predictive_accuracy: 0.9164, prior_entropy: 2.8074, recall: 0.9164, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.3835,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.8724, kappa: 0.8092, kb_relative_information_score: 789123.6487, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8727, predictive_accuracy: 0.8728, prior_entropy: 1.585, recall: 0.8728, relative_absolute_error: 0.2494, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2554, root_relative_squared_error: 0.5417,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7442, f_measure: 0.7201, kappa: 0.3698, kb_relative_information_score: 12158.4397, mean_absolute_error: 0.3615, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7207, predictive_accuracy: 0.7301, prior_entropy: 1, recall: 0.7301, relative_absolute_error: 0.723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.8638,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8566, f_measure: 0.8257, kappa: 0.5117, kb_relative_information_score: 28025.3414, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8235, predictive_accuracy: 0.8297, prior_entropy: 1, recall: 0.8297, relative_absolute_error: 0.447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.7167,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5139, f_measure: 0.5065, kappa: 0.0033, kb_relative_information_score: 18530.2021, mean_absolute_error: 0.4305, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5523, predictive_accuracy: 0.6348, prior_entropy: 1, recall: 0.6348, relative_absolute_error: 0.861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5241, root_relative_squared_error: 1.0482,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8238, kappa: 0.784, kb_relative_information_score: 794617.7453, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8251, prior_entropy: 2.585, recall: 0.8251, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.5932,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7494, f_measure: 0.4246, kappa: 0.3078, kb_relative_information_score: 331651.3594, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.4393, predictive_accuracy: 0.4893, prior_entropy: 2.585, recall: 0.4893, relative_absolute_error: 0.7717, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.897,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6415, f_measure: 0.6311, kappa: 0.2522, kb_relative_information_score: 117385.9814, mean_absolute_error: 0.3966, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6353, predictive_accuracy: 0.6381, prior_entropy: 1, recall: 0.6381, relative_absolute_error: 0.7931, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5306, root_relative_squared_error: 1.0613,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9334, kappa: 0.8989, kb_relative_information_score: 880925.4815, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 1.585, recall: 0.9334, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.4,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.9234, kappa: 0.7565, kb_relative_information_score: 781843.3428, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.93, predictive_accuracy: 0.928, prior_entropy: 1, recall: 0.928, relative_absolute_error: 0.2376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2484, root_relative_squared_error: 0.4967,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9466, kappa: 0.8794, kb_relative_information_score: 848543.1246, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.947, predictive_accuracy: 0.9465, prior_entropy: 1, recall: 0.9465, relative_absolute_error: 0.1638, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.4171,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) 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: 0.9999, kb_relative_information_score: 999752.7974, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.007, root_relative_squared_error: 0.0139,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) 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: 999657.7376, 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: 0.0063, root_relative_squared_error: 0.0127,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) 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: 999983.3088, 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: 0.0035,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.782, kappa: 0.7538, kb_relative_information_score: 765181.7937, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.782, predictive_accuracy: 0.7828, prior_entropy: 3.1699, recall: 0.7828, relative_absolute_error: 0.3154, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.5985,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9464, kappa: 0.8796, kb_relative_information_score: 419463.7402, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9466, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.4133,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.836, f_measure: 0.8317, kappa: 0.6646, kb_relative_information_score: 55856.068, mean_absolute_error: 0.2293, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8372, predictive_accuracy: 0.8323, prior_entropy: 1, recall: 0.8323, relative_absolute_error: 0.4586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3802, root_relative_squared_error: 0.7604,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.7865, kappa: 0.5705, kb_relative_information_score: 566154.3268, mean_absolute_error: 0.242, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7912, predictive_accuracy: 0.7858, prior_entropy: 1, recall: 0.7858, relative_absolute_error: 0.4841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4104, root_relative_squared_error: 0.8207,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.764, kappa: 0.4207, kb_relative_information_score: 428162.2081, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7647, predictive_accuracy: 0.7754, prior_entropy: 1, recall: 0.7754, relative_absolute_error: 0.5999, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4029, root_relative_squared_error: 0.8057,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.8939, kappa: 0.8819, kb_relative_information_score: 894613.8679, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8946, predictive_accuracy: 0.8937, prior_entropy: 3.3219, recall: 0.8937, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1304, root_relative_squared_error: 0.4348,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9452, kappa: 0.8811, kb_relative_information_score: 857831.2491, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9453, predictive_accuracy: 0.9452, prior_entropy: 1, recall: 0.9452, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4218,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.8649, kappa: 0.8423, kb_relative_information_score: 839182.3436, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8658, predictive_accuracy: 0.8648, prior_entropy: 2.8074, recall: 0.8648, relative_absolute_error: 0.2185, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.4787,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.946, kappa: 0.8669, kb_relative_information_score: 933166.8246, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9454, predictive_accuracy: 0.9469, prior_entropy: 2.585, recall: 0.9469, relative_absolute_error: 0.0873, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.3195,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9903, kappa: 0.8982, kb_relative_information_score: 391854.2759, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 1, recall: 0.9903, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.1935,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6569, f_measure: 0.5887, kappa: 0.179, kb_relative_information_score: 190018.0579, mean_absolute_error: 0.4123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7069, predictive_accuracy: 0.6606, prior_entropy: 1, recall: 0.6606, relative_absolute_error: 0.8245, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4556, root_relative_squared_error: 0.9113,